chore: updated output cells for notebook

Author: JanssenBrm

guides/upscaling_example.ipynb

@@ -11,7 +11,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 1,
    "id": "d99f5fbc",
    "metadata": {},
    "outputs": [],
@@ -138,7 +138,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 7,
    "id": "b5ee27f5-9e69-4557-ba83-ec7cb74aa874",
    "metadata": {},
    "outputs": [],
@@ -227,7 +227,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "555f3f3003e74388992ac2b18b4c98cb",
+       "model_id": "bdd9f31419e3429d87b2fc1696eb174a",
        "version_major": 2,
        "version_minor": 0
       },
@@ -320,7 +320,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "id": "02e5c413-d110-4110-be59-c86e5226edc5",
    "metadata": {},
    "outputs": [],
@@ -363,14 +363,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 14,
    "id": "ac428293-7cd4-49a8-9bfa-4e0dc8f4d2cc",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "78b9621c2829433ab6a1c7a766cd6ada",
+       "model_id": "cfd872eeb095427891fb447f4094cea5",
        "version_major": 2,
        "version_minor": 0
       },
@@ -382,20 +382,33 @@
      "output_type": "display_data"
     },
     {
-     "ename": "ConnectionClosedError",
-     "evalue": "received 1012 (service restart); then sent 1012 (service restart)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mConnectionResetError\u001b[0m                      Traceback (most recent call last)",
-      "File \u001b[0;32m~/.pyenv/versions/3.10.12/lib/python3.10/asyncio/selector_events.py:862\u001b[0m, in \u001b[0;36m_SelectorSocketTransport._read_ready__data_received\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    861\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 862\u001b[0m     data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sock\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrecv\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmax_size\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    863\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (\u001b[38;5;167;01mBlockingIOError\u001b[39;00m, \u001b[38;5;167;01mInterruptedError\u001b[39;00m):\n",
-      "\u001b[0;31mConnectionResetError\u001b[0m: [Errno 54] Connection reset by peer",
-      "\nThe above exception was the direct cause of the following exception:\n",
-      "\u001b[0;31mConnectionClosedError\u001b[0m                     Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[30], line 85\u001b[0m\n\u001b[1;32m     82\u001b[0m                     \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[1;32m     84\u001b[0m \u001b[38;5;66;03m# Run the websocket listener in the notebook\u001b[39;00m\n\u001b[0;32m---> 85\u001b[0m \u001b[38;5;28;01mawait\u001b[39;00m listen_for_updates()\n",
-      "Cell \u001b[0;32mIn[30], line 53\u001b[0m, in \u001b[0;36mlisten_for_updates\u001b[0;34m()\u001b[0m\n\u001b[1;32m     51\u001b[0m \u001b[38;5;28;01masync\u001b[39;00m \u001b[38;5;28;01mwith\u001b[39;00m websockets\u001b[38;5;241m.\u001b[39mconnect(ws_url) \u001b[38;5;28;01mas\u001b[39;00m websocket:\n\u001b[1;32m     52\u001b[0m     \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m---> 53\u001b[0m         message \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m websocket\u001b[38;5;241m.\u001b[39mrecv()\n\u001b[1;32m     54\u001b[0m         message \u001b[38;5;241m=\u001b[39m json\u001b[38;5;241m.\u001b[39mloads(message)\n\u001b[1;32m     55\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m message\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdata\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n",
-      "File \u001b[0;32m~/.pyenv/versions/3.10.12/lib/python3.10/site-packages/websockets/asyncio/connection.py:322\u001b[0m, in \u001b[0;36mConnection.recv\u001b[0;34m(self, decode)\u001b[0m\n\u001b[1;32m    318\u001b[0m     \u001b[38;5;66;03m# fallthrough\u001b[39;00m\n\u001b[1;32m    319\u001b[0m \n\u001b[1;32m    320\u001b[0m \u001b[38;5;66;03m# Wait for the protocol state to be CLOSED before accessing close_exc.\u001b[39;00m\n\u001b[1;32m    321\u001b[0m \u001b[38;5;28;01mawait\u001b[39;00m asyncio\u001b[38;5;241m.\u001b[39mshield(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconnection_lost_waiter)\n\u001b[0;32m--> 322\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprotocol\u001b[38;5;241m.\u001b[39mclose_exc \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mself\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mrecv_exc\u001b[39;00m\n",
-      "\u001b[0;31mConnectionClosedError\u001b[0m: received 1012 (service restart); then sent 1012 (service restart)"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Open this URL in your browser: https://auth.dev.apex.esa.int/realms/apex/protocol/openid-connect/auth?response_type=code&client_id=apex-dispatcher-api-dev&redirect_uri=http%3A%2F%2Flocalhost%3A8000%2Fcallback&state=wzS1d9cJVrWTXbQ27HCDVbvVdso5bQ\n"
+     ]
+    },
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "Paste the redirect URL here:  http://localhost:8000/callback?state=wzS1d9cJVrWTXbQ27HCDVbvVdso5bQ&session_state=d950c21c-c40d-4b4d-8b65-12d7b2703775&iss=https%3A%2F%2Fauth.dev.apex.esa.int%2Frealms%2Fapex&code=298bbded-109e-4a33-a68f-884d509fe72f.d950c21c-c40d-4b4d-8b65-12d7b2703775.c2e791df-00a5-4981-b8af-b014848a2b73\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Job finished with status finished\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/var/folders/50/09_2zmx12zj6ks4fdl4y9wgc0000gn/T/ipykernel_60510/627856076.py:81: RuntimeWarning: coroutine 'Connection.close' was never awaited\n",
+      "  websocket.close()\n",
+      "RuntimeWarning: Enable tracemalloc to get the object allocation traceback\n"
      ]
     }
    ],