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fix import
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‎notebooks/field_extraction.ipynb

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@@ -25,9 +25,48 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Defaulting to user installation because normal site-packages is not writeable\n",
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"Requirement already satisfied: aiohttp in /home/vscode/.local/lib/python3.11/site-packages (from -r ../requirements.txt (line 1)) (3.12.14)\n",
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"Requirement already satisfied: azure-identity in /home/vscode/.local/lib/python3.11/site-packages (from -r ../requirements.txt (line 2)) (1.23.0)\n",
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"Requirement already satisfied: azure-storage-blob in /home/vscode/.local/lib/python3.11/site-packages (from -r ../requirements.txt (line 3)) (12.25.1)\n",
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"Requirement already satisfied: python-dotenv in /home/vscode/.local/lib/python3.11/site-packages (from -r ../requirements.txt (line 4)) (1.1.1)\n",
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"Requirement already satisfied: requests in /home/vscode/.local/lib/python3.11/site-packages (from -r ../requirements.txt (line 5)) (2.32.4)\n",
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"Requirement already satisfied: Pillow in /home/vscode/.local/lib/python3.11/site-packages (from -r ../requirements.txt (line 6)) (11.3.0)\n",
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"Requirement already satisfied: aiohappyeyeballs>=2.5.0 in /home/vscode/.local/lib/python3.11/site-packages (from aiohttp->-r ../requirements.txt (line 1)) (2.6.1)\n",
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"Requirement already satisfied: aiosignal>=1.4.0 in /home/vscode/.local/lib/python3.11/site-packages (from aiohttp->-r ../requirements.txt (line 1)) (1.4.0)\n",
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"Requirement already satisfied: attrs>=17.3.0 in /home/vscode/.local/lib/python3.11/site-packages (from aiohttp->-r ../requirements.txt (line 1)) (25.3.0)\n",
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"Requirement already satisfied: frozenlist>=1.1.1 in /home/vscode/.local/lib/python3.11/site-packages (from aiohttp->-r ../requirements.txt (line 1)) (1.7.0)\n",
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"Requirement already satisfied: multidict<7.0,>=4.5 in /home/vscode/.local/lib/python3.11/site-packages (from aiohttp->-r ../requirements.txt (line 1)) (6.6.3)\n",
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"Requirement already satisfied: propcache>=0.2.0 in /home/vscode/.local/lib/python3.11/site-packages (from aiohttp->-r ../requirements.txt (line 1)) (0.3.2)\n",
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"Requirement already satisfied: yarl<2.0,>=1.17.0 in /home/vscode/.local/lib/python3.11/site-packages (from aiohttp->-r ../requirements.txt (line 1)) (1.20.1)\n",
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"Requirement already satisfied: idna>=2.0 in /home/vscode/.local/lib/python3.11/site-packages (from yarl<2.0,>=1.17.0->aiohttp->-r ../requirements.txt (line 1)) (3.10)\n",
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"Requirement already satisfied: azure-core>=1.31.0 in /home/vscode/.local/lib/python3.11/site-packages (from azure-identity->-r ../requirements.txt (line 2)) (1.34.0)\n",
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"Requirement already satisfied: cryptography>=2.5 in /home/vscode/.local/lib/python3.11/site-packages (from azure-identity->-r ../requirements.txt (line 2)) (45.0.4)\n",
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"Requirement already satisfied: msal>=1.30.0 in /home/vscode/.local/lib/python3.11/site-packages (from azure-identity->-r ../requirements.txt (line 2)) (1.32.3)\n",
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"Requirement already satisfied: msal-extensions>=1.2.0 in /home/vscode/.local/lib/python3.11/site-packages (from azure-identity->-r ../requirements.txt (line 2)) (1.3.1)\n",
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"Requirement already satisfied: typing-extensions>=4.0.0 in /home/vscode/.local/lib/python3.11/site-packages (from azure-identity->-r ../requirements.txt (line 2)) (4.14.0)\n",
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"Requirement already satisfied: isodate>=0.6.1 in /home/vscode/.local/lib/python3.11/site-packages (from azure-storage-blob->-r ../requirements.txt (line 3)) (0.7.2)\n",
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"Requirement already satisfied: charset_normalizer<4,>=2 in /home/vscode/.local/lib/python3.11/site-packages (from requests->-r ../requirements.txt (line 5)) (3.4.2)\n",
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"Requirement already satisfied: urllib3<3,>=1.21.1 in /home/vscode/.local/lib/python3.11/site-packages (from requests->-r ../requirements.txt (line 5)) (2.5.0)\n",
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"Requirement already satisfied: certifi>=2017.4.17 in /home/vscode/.local/lib/python3.11/site-packages (from requests->-r ../requirements.txt (line 5)) (2025.6.15)\n",
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"Requirement already satisfied: six>=1.11.0 in /home/vscode/.local/lib/python3.11/site-packages (from azure-core>=1.31.0->azure-identity->-r ../requirements.txt (line 2)) (1.17.0)\n",
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"Requirement already satisfied: cffi>=1.14 in /home/vscode/.local/lib/python3.11/site-packages (from cryptography>=2.5->azure-identity->-r ../requirements.txt (line 2)) (1.17.1)\n",
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"Requirement already satisfied: pycparser in /home/vscode/.local/lib/python3.11/site-packages (from cffi>=1.14->cryptography>=2.5->azure-identity->-r ../requirements.txt (line 2)) (2.22)\n",
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"Requirement already satisfied: PyJWT<3,>=1.0.0 in /home/vscode/.local/lib/python3.11/site-packages (from PyJWT[crypto]<3,>=1.0.0->msal>=1.30.0->azure-identity->-r ../requirements.txt (line 2)) (2.10.1)\n",
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"\n",
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"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m25.1.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m25.2\u001b[0m\n",
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"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
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"Note: you may need to restart the kernel to use updated packages.\n"
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]
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}
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],
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"source": [
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"%pip install -r ../requirements.txt"
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]
@@ -52,10 +91,24 @@
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"INFO:azure.identity._credentials.environment:No environment configuration found.\n",
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"INFO:azure.identity._credentials.managed_identity:ManagedIdentityCredential will use IMDS\n",
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"INFO:azure.core.pipeline.policies.http_logging_policy:Request URL: 'http://169.254.169.254/metadata/identity/oauth2/token?api-version=REDACTED&resource=REDACTED'\n",
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"Request method: 'GET'\n",
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"Request headers:\n",
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" 'User-Agent': 'azsdk-python-identity/1.23.0 Python/3.11.12 (Linux-5.15.167.4-microsoft-standard-WSL2-x86_64-with-glibc2.36)'\n",
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"No body was attached to the request\n",
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"INFO:azure.identity._credentials.chained:DefaultAzureCredential acquired a token from AzureCliCredential\n"
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]
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}
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],
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"source": [
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"import logging\n",
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"import json\n",
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"import os\n",
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"import sys\n",
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"from pathlib import Path\n",
@@ -144,9 +197,48 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"description\": \"Sample invoice analyzer\",\n",
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" \"baseAnalyzerId\": \"prebuilt-documentAnalyzer\",\n",
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" \"fieldSchema\": {\n",
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" \"fields\": {\n",
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" \"VendorName\": {\n",
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" \"type\": \"string\",\n",
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" \"method\": \"extract\",\n",
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" \"description\": \"Vendor issuing the invoice\"\n",
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" },\n",
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" \"Items\": {\n",
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" \"type\": \"array\",\n",
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" \"method\": \"extract\",\n",
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" \"items\": {\n",
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" \"type\": \"object\",\n",
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" \"properties\": {\n",
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" \"Description\": {\n",
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" \"type\": \"string\",\n",
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" \"method\": \"extract\",\n",
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" \"description\": \"Description of the item\"\n",
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" },\n",
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" \"Amount\": {\n",
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" \"type\": \"number\",\n",
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" \"method\": \"extract\",\n",
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" \"description\": \"Amount of the item\"\n",
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" }\n",
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" }\n",
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" }\n",
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" }\n",
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" }\n",
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" }\n",
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"}\n"
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]
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}
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],
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"source": [
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"import json\n",
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"\n",
@@ -165,9 +257,41 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"description\": \"Sample marketing video analyzer\",\n",
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" \"baseAnalyzerId\": \"prebuilt-videoAnalyzer\",\n",
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" \"config\": {\n",
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" \"returnDetails\": true,\n",
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" \"segmentationMode\": \"noSegmentation\"\n",
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" },\n",
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" \"fieldSchema\": {\n",
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" \"fields\": {\n",
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" \"Description\": {\n",
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" \"type\": \"string\",\n",
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" \"description\": \"Detailed summary of the video segment, focusing on product characteristics, lighting, and color palette.\"\n",
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" },\n",
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" \"Sentiment\": {\n",
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" \"type\": \"string\",\n",
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" \"method\": \"classify\",\n",
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" \"enum\": [\n",
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" \"Positive\",\n",
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" \"Neutral\",\n",
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" \"Negative\"\n",
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" ]\n",
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" }\n",
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" }\n",
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" }\n",
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"}\n"
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]
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}
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],
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"source": [
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"analyzer_template_path = '../analyzer_templates/marketing_video.json'\n",
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"with open(analyzer_template_path, 'r') as f:\n",
@@ -195,9 +319,48 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"description\": \"Sample invoice analyzer\",\n",
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" \"baseAnalyzerId\": \"prebuilt-documentAnalyzer\",\n",
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" \"fieldSchema\": {\n",
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" \"fields\": {\n",
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" \"VendorName\": {\n",
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" \"type\": \"string\",\n",
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" \"method\": \"extract\",\n",
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" \"description\": \"Vendor issuing the invoice\"\n",
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" },\n",
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" \"Items\": {\n",
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" \"type\": \"array\",\n",
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" \"method\": \"extract\",\n",
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" \"items\": {\n",
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" \"type\": \"object\",\n",
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" \"properties\": {\n",
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" \"Description\": {\n",
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" \"type\": \"string\",\n",
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" \"method\": \"extract\",\n",
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" \"description\": \"Description of the item\"\n",
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" },\n",
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" \"Amount\": {\n",
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" \"type\": \"number\",\n",
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" \"method\": \"extract\",\n",
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" \"description\": \"Amount of the item\"\n",
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" }\n",
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" }\n",
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" }\n",
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" }\n",
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" }\n",
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" }\n",
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"}\n"
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]
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}
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],
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"source": [
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"analyzer_template_path = '../analyzer_templates/invoice.json'\n",
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"with open(analyzer_template_path, 'r') as f:\n",
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"ename": "NameError",
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"evalue": "name 'uuid' is not defined",
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"output_type": "error",
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"traceback": [
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"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
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"\u001b[31mNameError\u001b[39m Traceback (most recent call last)",
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"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[6]\u001b[39m\u001b[32m, line 2\u001b[39m\n\u001b[32m 1\u001b[39m sample_file_path = \u001b[33m'\u001b[39m\u001b[33m../data/invoice.pdf\u001b[39m\u001b[33m'\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m2\u001b[39m invoice_analyzer_id = \u001b[33m\"\u001b[39m\u001b[33minvoice-extraction-\u001b[39m\u001b[33m\"\u001b[39m + \u001b[38;5;28mstr\u001b[39m(\u001b[43muuid\u001b[49m.uuid4())\n\u001b[32m 4\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mCreating invoice analyzer: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00minvoice_analyzer_id\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m)\n\u001b[32m 5\u001b[39m response = client.begin_create_analyzer(invoice_analyzer_id, analyzer_template_path=analyzer_template_path)\n",
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"\u001b[31mNameError\u001b[39m: name 'uuid' is not defined"
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]
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}
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],
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"source": [
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"import uuid\n",
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"\n",
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"sample_file_path = '../data/invoice.pdf'\n",
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"invoice_analyzer_id = \"invoice-extraction-\" + str(uuid.uuid4())\n",
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"\n",
@@ -831,7 +1008,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.13"
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"version": "3.11.12"
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}
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},
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"nbformat": 4,

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