demo_term_server.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f189915133e95207",
   "metadata": {},
   "source": [
    "# Terminology Server API Demonstration\n",
    "\n",
    "Let's set up and then build a function that can help us exercise the API"
   ]
  },
  {
   "cell_type": "code",
   "id": "b2c35b72b85e5c22",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-06T17:05:08.926800Z",
     "start_time": "2025-03-06T17:05:08.871123Z"
    }
   },
   "source": [
    "import json\n",
    "import os\n",
    "from pprint import pprint as pp\n",
    "\n",
    "import dotenv\n",
    "import requests\n",
    "\n",
    "dotenv.load_dotenv()\n",
    "\n",
    "\n",
    "base_url = os.environ.get(\"TERM_SERVER_URL\")"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "cell_type": "markdown",
   "id": "2c12bed732f5f1fa",
   "metadata": {},
   "source": [
    "## Search Helper\n",
    "\n",
    "This function helps us send a search request to the terminology server"
   ]
  },
  {
   "cell_type": "code",
   "id": "b95e87a016b78f2b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-06T17:05:10.236598Z",
     "start_time": "2025-03-06T17:05:10.231413Z"
    }
   },
   "source": [
    "def search(chunks, vocab=[], valuesets=[], domain_id=[], topk=15):\n",
    "    url = base_url + \"/search\"\n",
    "\n",
    "    headers = {\"Content-Type\": \"application/json\"}\n",
    "    payload = {\"chunks\": chunks,\n",
    "               \"vocabulary_id\": vocab,\n",
    "               \"domain_id\": domain_id,\n",
    "               \"valueset_metadata_ids\": valuesets,\n",
    "               \"topk\": topk,\n",
    "               \"filter_by_valueset\": len(valuesets) > 0}\n",
    "    response = requests.post(url, headers=headers, data=json.dumps(payload))\n",
    "    return response.json()"
   ],
   "outputs": [],
   "execution_count": 2
  },
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-06T17:05:11.795524Z",
     "start_time": "2025-03-06T17:05:11.514235Z"
    }
   },
   "source": [
    "sample_chunks = [\"cough\"]\n",
    "response = search(\n",
    "    chunks=sample_chunks,\n",
    "\n",
    "    topk=30,\n",
    "    # valuesets=[5],\n",
    "    domain_id=[\"Condition\"]\n",
    ")\n",
    "pp(response)"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'cough': [{'chunk': 'cough',\n",
      "            'cmetadata': {'ID': 46431,\n",
      "                          'chunk_concept_id': 45606792,\n",
      "                          'concept_class_concept_id': 45754906,\n",
      "                          'concept_class_id': 'ICD10 Hierarchy',\n",
      "                          'concept_class_name': 'ICD10 Hierarchy',\n",
      "                          'concept_code': 'R05',\n",
      "                          'concept_name': 'cough and cold preparations',\n",
      "                          'domain_concept_id': 19,\n",
      "                          'domain_id': 'Condition',\n",
      "                          'domain_name': 'Condition',\n",
      "                          'source': 'Athena',\n",
      "                          'standard_concept': 'Non-Standard',\n",
      "                          'valid_end_date': '2099-12-31',\n",
      "                          'valid_start_date': '1990-05-01',\n",
      "                          'validity': True,\n",
      "                          'vocabulary_concept_id': 44819124,\n",
      "                          'vocabulary_id': 'ICD10',\n",
      "                          'vocabulary_name': 'International Classification of '\n",
      "                                             'Diseases, Tenth Revision (WHO)'},\n",
      "            'code_map_records': {},\n",
      "            'document': 'cough',\n",
      "            'score': 1.0,\n",
      "            'value_set_records': []},\n",
      "           {'chunk': 'cough',\n",
      "            'cmetadata': {'ID': 7249291,\n",
      "                          'chunk_concept_id': 35211275,\n",
      "                          'concept_class_concept_id': 46233658,\n",
      "                          'concept_class_id': '3-char nonbill code',\n",
      "                          'concept_class_name': '3-character non-billing code',\n",
      "                          'concept_code': 'R05',\n",
      "                          'concept_name': 'cough and cold preparations',\n",
      "                          'concept_name_detailed': 'cough (finding) [cough]',\n",
      "                          'domain_concept_id': 19,\n",
      "                          'domain_id': 'Condition',\n",
      "                          'domain_name': 'Condition',\n",
      "                          'source': 'JSL',\n",
      "                          'standard_concept': 'Non-Standard',\n",
      "                          'validity': False,\n",
      "                          'vocabulary_concept_id': 44819098,\n",
      "                          'vocabulary_id': 'ICD10CM',\n",
      "                          'vocabulary_name': 'International Classification of '\n",
      "                                             'Diseases, Tenth Revision, '\n",
      "                                             'Clinical Modification (NCHS)'},\n",
      "            'code_map_records': {},\n",
      "            'document': 'cough (finding)',\n",
      "            'score': 0.8095,\n",
      "            'value_set_records': []},\n",
      "           {'chunk': 'cough',\n",
      "            'cmetadata': {'ID': 46438,\n",
      "                          'chunk_concept_id': 254761,\n",
      "                          'concept_class_concept_id': 44818997,\n",
      "                          'concept_class_id': 'Clinical Finding',\n",
      "                          'concept_class_name': 'Clinical Finding',\n",
      "                          'concept_code': '49727002',\n",
      "                          'concept_name': 'cough',\n",
      "                          'domain_concept_id': 19,\n",
      "                          'domain_id': 'Condition',\n",
      "                          'domain_name': 'Condition',\n",
      "                          'source': 'Athena',\n",
      "                          'standard_concept': 'Standard',\n",
      "                          'valid_end_date': '2099-12-31',\n",
      "                          'valid_start_date': '2002-01-31',\n",
      "                          'validity': True,\n",
      "                          'vocabulary_concept_id': 44819097,\n",
      "                          'vocabulary_id': 'SNOMED',\n",
      "                          'vocabulary_name': 'Systematic Nomenclature of '\n",
      "                                             'Medicine - Clinical Terms '\n",
      "                                             '(IHTSDO)'},\n",
      "            'code_map_records': {},\n",
      "            'document': 'cough',\n",
      "            'score': 1.0,\n",
      "            'value_set_records': []},\n",
      "           {'chunk': 'cough',\n",
      "            'cmetadata': {'ID': 5821211,\n",
      "                          'chunk_concept_id': 4122567,\n",
      "                          'concept_class_concept_id': 44818997,\n",
      "                          'concept_class_id': 'Clinical Finding',\n",
      "                          'concept_class_name': 'Clinical Finding',\n",
      "                          'concept_code': '289114008',\n",
      "                          'concept_name': 'does cough',\n",
      "                          'domain_concept_id': 19,\n",
      "                          'domain_id': 'Condition',\n",
      "                          'domain_name': 'Condition',\n",
      "                          'source': 'Athena',\n",
      "                          'standard_concept': 'Standard',\n",
      "                          'valid_end_date': '2099-12-31',\n",
      "                          'valid_start_date': '2002-01-31',\n",
      "                          'validity': True,\n",
      "                          'vocabulary_concept_id': 44819097,\n",
      "                          'vocabulary_id': 'SNOMED',\n",
      "                          'vocabulary_name': 'Systematic Nomenclature of '\n",
      "                                             'Medicine - Clinical Terms '\n",
      "                                             '(IHTSDO)'},\n",
      "            'code_map_records': {},\n",
      "            'document': 'does cough',\n",
      "            'score': 0.8446,\n",
      "            'value_set_records': []},\n",
      "           {'chunk': 'cough',\n",
      "            'cmetadata': {'ID': 4185348,\n",
      "                          'chunk_concept_id': 4102774,\n",
      "                          'concept_class_concept_id': 44818997,\n",
      "                          'concept_class_id': 'Clinical Finding',\n",
      "                          'concept_class_name': 'Clinical Finding',\n",
      "                          'concept_code': '28743005',\n",
      "                          'concept_name': 'productive cough',\n",
      "                          'domain_concept_id': 19,\n",
      "                          'domain_id': 'Condition',\n",
      "                          'domain_name': 'Condition',\n",
      "                          'source': 'JSL',\n",
      "                          'standard_concept': 'Standard',\n",
      "                          'valid_end_date': '2099-12-31',\n",
      "                          'valid_start_date': '2002-01-31',\n",
      "                          'validity': True,\n",
      "                          'vocabulary_concept_id': 44819097,\n",
      "                          'vocabulary_id': 'SNOMED',\n",
      "                          'vocabulary_name': 'Systematic Nomenclature of '\n",
      "                                             'Medicine - Clinical Terms '\n",
      "                                             '(IHTSDO)'},\n",
      "            'code_map_records': {},\n",
      "            'document': 'bronchial cough',\n",
      "            'score': 0.8244,\n",
      "            'value_set_records': []},\n",
      "           {'chunk': 'cough',\n",
      "            'cmetadata': {'ID': 46433,\n",
      "                          'chunk_concept_id': 44828154,\n",
      "                          'concept_class_concept_id': 45754869,\n",
      "                          'concept_class_id': '4-dig billing code',\n",
      "                          'concept_class_name': '4-digit billing code',\n",
      "                          'concept_code': '786.2',\n",
      "                          'concept_name': 'cough',\n",
      "                          'domain_concept_id': 19,\n",
      "                          'domain_id': 'Condition',\n",
      "                          'domain_name': 'Condition',\n",
      "                          'source': 'Athena',\n",
      "                          'standard_concept': 'Non-Standard',\n",
      "                          'valid_end_date': '2099-12-31',\n",
      "                          'valid_start_date': '1970-01-01',\n",
      "                          'validity': True,\n",
      "                          'vocabulary_concept_id': 5046,\n",
      "                          'vocabulary_id': 'ICD9CM',\n",
      "                          'vocabulary_name': 'International Classification of '\n",
      "                                             'Diseases, Ninth Revision, '\n",
      "                                             'Clinical Modification, Volume 1 '\n",
      "                                             'and 2 (NCHS)'},\n",
      "            'code_map_records': {},\n",
      "            'document': 'cough',\n",
      "            'score': 1.0,\n",
      "            'value_set_records': []},\n",
      "           {'chunk': 'cough',\n",
      "            'cmetadata': {'ID': 7953260,\n",
      "                          'chunk_concept_id': 45612914,\n",
      "                          'concept_class_concept_id': 46233638,\n",
      "                          'concept_class_id': 'Main Heading',\n",
      "                          'concept_class_name': 'Main Heading or Descriptor',\n",
      "                          'concept_code': 'D003371',\n",
      "                          'concept_name': 'cough',\n",
      "                          'domain_concept_id': 19,\n",
      "                          'domain_id': 'Condition',\n",
      "                          'domain_name': 'Condition',\n",
      "                          'source': 'JSL',\n",
      "                          'standard_concept': 'Non-Standard',\n",
      "                          'validity': False,\n",
      "                          'vocabulary_concept_id': 44819136,\n",
      "                          'vocabulary_id': 'MeSH',\n",
      "                          'vocabulary_name': 'Medical Subject Headings (NLM)'},\n",
      "            'code_map_records': {},\n",
      "            'document': 'cough',\n",
      "            'score': 1.0,\n",
      "            'value_set_records': []},\n",
      "           {'chunk': 'cough',\n",
      "            'cmetadata': {'ID': 2366412,\n",
      "                          'chunk_concept_id': 1340293,\n",
      "                          'concept_class_concept_id': 44818997,\n",
      "                          'concept_class_id': 'Clinical Finding',\n",
      "                          'concept_class_name': 'Clinical Finding',\n",
      "                          'concept_code': 'OMOP5165948',\n",
      "                          'concept_name': 'exacerbation of cough',\n",
      "                          'domain_concept_id': 19,\n",
      "                          'domain_id': 'Condition',\n",
      "                          'domain_name': 'Condition',\n",
      "                          'source': 'Athena',\n",
      "                          'standard_concept': 'Standard',\n",
      "                          'valid_end_date': '2099-12-31',\n",
      "                          'valid_start_date': '2022-05-06',\n",
      "                          'validity': True,\n",
      "                          'vocabulary_concept_id': 32758,\n",
      "                          'vocabulary_id': 'OMOP Extension',\n",
      "                          'vocabulary_name': 'OMOP Extension (OHDSI)'},\n",
      "            'code_map_records': {},\n",
      "            'document': 'exacerbation of cough',\n",
      "            'score': 0.7721,\n",
      "            'value_set_records': []}]}\n"
     ]
    }
   ],
   "execution_count": 3
  },
  {
   "cell_type": "code",
   "id": "3b32aa6d9af54a33",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-06T17:02:15.797085Z",
     "start_time": "2025-03-06T17:01:58.582158Z"
    }
   },
   "source": [
    "valuesets = requests.get(base_url + \"/api/valuesets\")\n",
    "valuesets.json()"
   ],
   "outputs": [
    {
     "ename": "ConnectionError",
     "evalue": "HTTPConnectionPool(host='34.202.244.73', port=8080): Max retries exceeded with url: /api/valuesets (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x1087d0350>: Failed to establish a new connection: [Errno 61] Connection refused'))",
     "output_type": "error",
     "traceback": [
      "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
      "\u001B[0;31mConnectionRefusedError\u001B[0m                    Traceback (most recent call last)",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/urllib3/connection.py:199\u001B[0m, in \u001B[0;36mHTTPConnection._new_conn\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m    198\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 199\u001B[0m     sock \u001B[38;5;241m=\u001B[39m \u001B[43mconnection\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mcreate_connection\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m    200\u001B[0m \u001B[43m        \u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_dns_host\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mport\u001B[49m\u001B[43m)\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    201\u001B[0m \u001B[43m        \u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mtimeout\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    202\u001B[0m \u001B[43m        \u001B[49m\u001B[43msource_address\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msource_address\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    203\u001B[0m \u001B[43m        \u001B[49m\u001B[43msocket_options\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msocket_options\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    204\u001B[0m \u001B[43m    \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    205\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m socket\u001B[38;5;241m.\u001B[39mgaierror \u001B[38;5;28;01mas\u001B[39;00m e:\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/urllib3/util/connection.py:85\u001B[0m, in \u001B[0;36mcreate_connection\u001B[0;34m(address, timeout, source_address, socket_options)\u001B[0m\n\u001B[1;32m     84\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m---> 85\u001B[0m     \u001B[38;5;28;01mraise\u001B[39;00m err\n\u001B[1;32m     86\u001B[0m \u001B[38;5;28;01mfinally\u001B[39;00m:\n\u001B[1;32m     87\u001B[0m     \u001B[38;5;66;03m# Break explicitly a reference cycle\u001B[39;00m\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/urllib3/util/connection.py:73\u001B[0m, in \u001B[0;36mcreate_connection\u001B[0;34m(address, timeout, source_address, socket_options)\u001B[0m\n\u001B[1;32m     72\u001B[0m     sock\u001B[38;5;241m.\u001B[39mbind(source_address)\n\u001B[0;32m---> 73\u001B[0m \u001B[43msock\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mconnect\u001B[49m\u001B[43m(\u001B[49m\u001B[43msa\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m     74\u001B[0m \u001B[38;5;66;03m# Break explicitly a reference cycle\u001B[39;00m\n",
      "\u001B[0;31mConnectionRefusedError\u001B[0m: [Errno 61] Connection refused",
      "\nThe above exception was the direct cause of the following exception:\n",
      "\u001B[0;31mNewConnectionError\u001B[0m                        Traceback (most recent call last)",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/urllib3/connectionpool.py:789\u001B[0m, in \u001B[0;36mHTTPConnectionPool.urlopen\u001B[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, preload_content, decode_content, **response_kw)\u001B[0m\n\u001B[1;32m    788\u001B[0m \u001B[38;5;66;03m# Make the request on the HTTPConnection object\u001B[39;00m\n\u001B[0;32m--> 789\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_make_request\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m    790\u001B[0m \u001B[43m    \u001B[49m\u001B[43mconn\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    791\u001B[0m \u001B[43m    \u001B[49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    792\u001B[0m \u001B[43m    \u001B[49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    793\u001B[0m \u001B[43m    \u001B[49m\u001B[43mtimeout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtimeout_obj\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    794\u001B[0m \u001B[43m    \u001B[49m\u001B[43mbody\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mbody\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    795\u001B[0m \u001B[43m    \u001B[49m\u001B[43mheaders\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mheaders\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    796\u001B[0m \u001B[43m    \u001B[49m\u001B[43mchunked\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mchunked\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    797\u001B[0m \u001B[43m    \u001B[49m\u001B[43mretries\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mretries\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    798\u001B[0m \u001B[43m    \u001B[49m\u001B[43mresponse_conn\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mresponse_conn\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    799\u001B[0m \u001B[43m    \u001B[49m\u001B[43mpreload_content\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mpreload_content\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    800\u001B[0m \u001B[43m    \u001B[49m\u001B[43mdecode_content\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mdecode_content\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    801\u001B[0m \u001B[43m    \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mresponse_kw\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    802\u001B[0m \u001B[43m\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    804\u001B[0m \u001B[38;5;66;03m# Everything went great!\u001B[39;00m\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/urllib3/connectionpool.py:495\u001B[0m, in \u001B[0;36mHTTPConnectionPool._make_request\u001B[0;34m(self, conn, method, url, body, headers, retries, timeout, chunked, response_conn, preload_content, decode_content, enforce_content_length)\u001B[0m\n\u001B[1;32m    494\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 495\u001B[0m     \u001B[43mconn\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m    496\u001B[0m \u001B[43m        \u001B[49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    497\u001B[0m \u001B[43m        \u001B[49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    498\u001B[0m \u001B[43m        \u001B[49m\u001B[43mbody\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mbody\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    499\u001B[0m \u001B[43m        \u001B[49m\u001B[43mheaders\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mheaders\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    500\u001B[0m \u001B[43m        \u001B[49m\u001B[43mchunked\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mchunked\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    501\u001B[0m \u001B[43m        \u001B[49m\u001B[43mpreload_content\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mpreload_content\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    502\u001B[0m \u001B[43m        \u001B[49m\u001B[43mdecode_content\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mdecode_content\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    503\u001B[0m \u001B[43m        \u001B[49m\u001B[43menforce_content_length\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43menforce_content_length\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    504\u001B[0m \u001B[43m    \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    506\u001B[0m \u001B[38;5;66;03m# We are swallowing BrokenPipeError (errno.EPIPE) since the server is\u001B[39;00m\n\u001B[1;32m    507\u001B[0m \u001B[38;5;66;03m# legitimately able to close the connection after sending a valid response.\u001B[39;00m\n\u001B[1;32m    508\u001B[0m \u001B[38;5;66;03m# With this behaviour, the received response is still readable.\u001B[39;00m\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/urllib3/connection.py:441\u001B[0m, in \u001B[0;36mHTTPConnection.request\u001B[0;34m(self, method, url, body, headers, chunked, preload_content, decode_content, enforce_content_length)\u001B[0m\n\u001B[1;32m    440\u001B[0m     \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mputheader(header, value)\n\u001B[0;32m--> 441\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mendheaders\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    443\u001B[0m \u001B[38;5;66;03m# If we're given a body we start sending that in chunks.\u001B[39;00m\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/http/client.py:1298\u001B[0m, in \u001B[0;36mHTTPConnection.endheaders\u001B[0;34m(self, message_body, encode_chunked)\u001B[0m\n\u001B[1;32m   1297\u001B[0m     \u001B[38;5;28;01mraise\u001B[39;00m CannotSendHeader()\n\u001B[0;32m-> 1298\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_output\u001B[49m\u001B[43m(\u001B[49m\u001B[43mmessage_body\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mencode_chunked\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mencode_chunked\u001B[49m\u001B[43m)\u001B[49m\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/http/client.py:1058\u001B[0m, in \u001B[0;36mHTTPConnection._send_output\u001B[0;34m(self, message_body, encode_chunked)\u001B[0m\n\u001B[1;32m   1057\u001B[0m \u001B[38;5;28;01mdel\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_buffer[:]\n\u001B[0;32m-> 1058\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mmsg\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m   1060\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m message_body \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[1;32m   1061\u001B[0m \n\u001B[1;32m   1062\u001B[0m     \u001B[38;5;66;03m# create a consistent interface to message_body\u001B[39;00m\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/http/client.py:996\u001B[0m, in \u001B[0;36mHTTPConnection.send\u001B[0;34m(self, data)\u001B[0m\n\u001B[1;32m    995\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mauto_open:\n\u001B[0;32m--> 996\u001B[0m     \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mconnect\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    997\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m:\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/urllib3/connection.py:279\u001B[0m, in \u001B[0;36mHTTPConnection.connect\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m    278\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mconnect\u001B[39m(\u001B[38;5;28mself\u001B[39m) \u001B[38;5;241m-\u001B[39m\u001B[38;5;241m>\u001B[39m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[0;32m--> 279\u001B[0m     \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39msock \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_new_conn\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    280\u001B[0m     \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_tunnel_host:\n\u001B[1;32m    281\u001B[0m         \u001B[38;5;66;03m# If we're tunneling it means we're connected to our proxy.\u001B[39;00m\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/urllib3/connection.py:214\u001B[0m, in \u001B[0;36mHTTPConnection._new_conn\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m    213\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mOSError\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[0;32m--> 214\u001B[0m     \u001B[38;5;28;01mraise\u001B[39;00m NewConnectionError(\n\u001B[1;32m    215\u001B[0m         \u001B[38;5;28mself\u001B[39m, \u001B[38;5;124mf\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mFailed to establish a new connection: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00me\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;124m\"\u001B[39m\n\u001B[1;32m    216\u001B[0m     ) \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01me\u001B[39;00m\n\u001B[1;32m    218\u001B[0m \u001B[38;5;66;03m# Audit hooks are only available in Python 3.8+\u001B[39;00m\n",
      "\u001B[0;31mNewConnectionError\u001B[0m: <urllib3.connection.HTTPConnection object at 0x1087d0350>: Failed to establish a new connection: [Errno 61] Connection refused",
      "\nThe above exception was the direct cause of the following exception:\n",
      "\u001B[0;31mMaxRetryError\u001B[0m                             Traceback (most recent call last)",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/requests/adapters.py:667\u001B[0m, in \u001B[0;36mHTTPAdapter.send\u001B[0;34m(self, request, stream, timeout, verify, cert, proxies)\u001B[0m\n\u001B[1;32m    666\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 667\u001B[0m     resp \u001B[38;5;241m=\u001B[39m \u001B[43mconn\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43murlopen\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m    668\u001B[0m \u001B[43m        \u001B[49m\u001B[43mmethod\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    669\u001B[0m \u001B[43m        \u001B[49m\u001B[43murl\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    670\u001B[0m \u001B[43m        \u001B[49m\u001B[43mbody\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mbody\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    671\u001B[0m \u001B[43m        \u001B[49m\u001B[43mheaders\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mheaders\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    672\u001B[0m \u001B[43m        \u001B[49m\u001B[43mredirect\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43;01mFalse\u001B[39;49;00m\u001B[43m,\u001B[49m\n\u001B[1;32m    673\u001B[0m \u001B[43m        \u001B[49m\u001B[43massert_same_host\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43;01mFalse\u001B[39;49;00m\u001B[43m,\u001B[49m\n\u001B[1;32m    674\u001B[0m \u001B[43m        \u001B[49m\u001B[43mpreload_content\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43;01mFalse\u001B[39;49;00m\u001B[43m,\u001B[49m\n\u001B[1;32m    675\u001B[0m \u001B[43m        \u001B[49m\u001B[43mdecode_content\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43;01mFalse\u001B[39;49;00m\u001B[43m,\u001B[49m\n\u001B[1;32m    676\u001B[0m \u001B[43m        \u001B[49m\u001B[43mretries\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mmax_retries\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    677\u001B[0m \u001B[43m        \u001B[49m\u001B[43mtimeout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtimeout\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    678\u001B[0m \u001B[43m        \u001B[49m\u001B[43mchunked\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mchunked\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m    679\u001B[0m \u001B[43m    \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    681\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m (ProtocolError, \u001B[38;5;167;01mOSError\u001B[39;00m) \u001B[38;5;28;01mas\u001B[39;00m err:\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/urllib3/connectionpool.py:843\u001B[0m, in \u001B[0;36mHTTPConnectionPool.urlopen\u001B[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, preload_content, decode_content, **response_kw)\u001B[0m\n\u001B[1;32m    841\u001B[0m     new_e \u001B[38;5;241m=\u001B[39m ProtocolError(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mConnection aborted.\u001B[39m\u001B[38;5;124m\"\u001B[39m, new_e)\n\u001B[0;32m--> 843\u001B[0m retries \u001B[38;5;241m=\u001B[39m \u001B[43mretries\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mincrement\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m    844\u001B[0m \u001B[43m    \u001B[49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43merror\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mnew_e\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43m_pool\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43m_stacktrace\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43msys\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mexc_info\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\u001B[43m[\u001B[49m\u001B[38;5;241;43m2\u001B[39;49m\u001B[43m]\u001B[49m\n\u001B[1;32m    845\u001B[0m \u001B[43m\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    846\u001B[0m retries\u001B[38;5;241m.\u001B[39msleep()\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/urllib3/util/retry.py:519\u001B[0m, in \u001B[0;36mRetry.increment\u001B[0;34m(self, method, url, response, error, _pool, _stacktrace)\u001B[0m\n\u001B[1;32m    518\u001B[0m     reason \u001B[38;5;241m=\u001B[39m error \u001B[38;5;129;01mor\u001B[39;00m ResponseError(cause)\n\u001B[0;32m--> 519\u001B[0m     \u001B[38;5;28;01mraise\u001B[39;00m MaxRetryError(_pool, url, reason) \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01mreason\u001B[39;00m  \u001B[38;5;66;03m# type: ignore[arg-type]\u001B[39;00m\n\u001B[1;32m    521\u001B[0m log\u001B[38;5;241m.\u001B[39mdebug(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mIncremented Retry for (url=\u001B[39m\u001B[38;5;124m'\u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m'\u001B[39m\u001B[38;5;124m): \u001B[39m\u001B[38;5;132;01m%r\u001B[39;00m\u001B[38;5;124m\"\u001B[39m, url, new_retry)\n",
      "\u001B[0;31mMaxRetryError\u001B[0m: HTTPConnectionPool(host='34.202.244.73', port=8080): Max retries exceeded with url: /api/valuesets (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x1087d0350>: Failed to establish a new connection: [Errno 61] Connection refused'))",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001B[0;31mConnectionError\u001B[0m                           Traceback (most recent call last)",
      "Cell \u001B[0;32mIn[7], line 1\u001B[0m\n\u001B[0;32m----> 1\u001B[0m valuesets \u001B[38;5;241m=\u001B[39m \u001B[43mrequests\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mget\u001B[49m\u001B[43m(\u001B[49m\u001B[43mbase_url\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m+\u001B[39;49m\u001B[43m \u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43m/api/valuesets\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m)\u001B[49m\n\u001B[1;32m      2\u001B[0m valuesets\u001B[38;5;241m.\u001B[39mjson()\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/requests/api.py:73\u001B[0m, in \u001B[0;36mget\u001B[0;34m(url, params, **kwargs)\u001B[0m\n\u001B[1;32m     62\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mget\u001B[39m(url, params\u001B[38;5;241m=\u001B[39m\u001B[38;5;28;01mNone\u001B[39;00m, \u001B[38;5;241m*\u001B[39m\u001B[38;5;241m*\u001B[39mkwargs):\n\u001B[1;32m     63\u001B[0m \u001B[38;5;250m    \u001B[39m\u001B[38;5;124mr\u001B[39m\u001B[38;5;124;03m\"\"\"Sends a GET request.\u001B[39;00m\n\u001B[1;32m     64\u001B[0m \n\u001B[1;32m     65\u001B[0m \u001B[38;5;124;03m    :param url: URL for the new :class:`Request` object.\u001B[39;00m\n\u001B[0;32m   (...)\u001B[0m\n\u001B[1;32m     70\u001B[0m \u001B[38;5;124;03m    :rtype: requests.Response\u001B[39;00m\n\u001B[1;32m     71\u001B[0m \u001B[38;5;124;03m    \"\"\"\u001B[39;00m\n\u001B[0;32m---> 73\u001B[0m     \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43mrequest\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43mget\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mparams\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mparams\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/requests/api.py:59\u001B[0m, in \u001B[0;36mrequest\u001B[0;34m(method, url, **kwargs)\u001B[0m\n\u001B[1;32m     55\u001B[0m \u001B[38;5;66;03m# By using the 'with' statement we are sure the session is closed, thus we\u001B[39;00m\n\u001B[1;32m     56\u001B[0m \u001B[38;5;66;03m# avoid leaving sockets open which can trigger a ResourceWarning in some\u001B[39;00m\n\u001B[1;32m     57\u001B[0m \u001B[38;5;66;03m# cases, and look like a memory leak in others.\u001B[39;00m\n\u001B[1;32m     58\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m sessions\u001B[38;5;241m.\u001B[39mSession() \u001B[38;5;28;01mas\u001B[39;00m session:\n\u001B[0;32m---> 59\u001B[0m     \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43msession\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[43m(\u001B[49m\u001B[43mmethod\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mmethod\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43murl\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/requests/sessions.py:589\u001B[0m, in \u001B[0;36mSession.request\u001B[0;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001B[0m\n\u001B[1;32m    584\u001B[0m send_kwargs \u001B[38;5;241m=\u001B[39m {\n\u001B[1;32m    585\u001B[0m     \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mtimeout\u001B[39m\u001B[38;5;124m\"\u001B[39m: timeout,\n\u001B[1;32m    586\u001B[0m     \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mallow_redirects\u001B[39m\u001B[38;5;124m\"\u001B[39m: allow_redirects,\n\u001B[1;32m    587\u001B[0m }\n\u001B[1;32m    588\u001B[0m send_kwargs\u001B[38;5;241m.\u001B[39mupdate(settings)\n\u001B[0;32m--> 589\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mprep\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43msend_kwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    591\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m resp\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/requests/sessions.py:703\u001B[0m, in \u001B[0;36mSession.send\u001B[0;34m(self, request, **kwargs)\u001B[0m\n\u001B[1;32m    700\u001B[0m start \u001B[38;5;241m=\u001B[39m preferred_clock()\n\u001B[1;32m    702\u001B[0m \u001B[38;5;66;03m# Send the request\u001B[39;00m\n\u001B[0;32m--> 703\u001B[0m r \u001B[38;5;241m=\u001B[39m \u001B[43madapter\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    705\u001B[0m \u001B[38;5;66;03m# Total elapsed time of the request (approximately)\u001B[39;00m\n\u001B[1;32m    706\u001B[0m elapsed \u001B[38;5;241m=\u001B[39m preferred_clock() \u001B[38;5;241m-\u001B[39m start\n",
      "File \u001B[0;32m~/miniconda3/envs/jsl/lib/python3.11/site-packages/requests/adapters.py:700\u001B[0m, in \u001B[0;36mHTTPAdapter.send\u001B[0;34m(self, request, stream, timeout, verify, cert, proxies)\u001B[0m\n\u001B[1;32m    696\u001B[0m     \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(e\u001B[38;5;241m.\u001B[39mreason, _SSLError):\n\u001B[1;32m    697\u001B[0m         \u001B[38;5;66;03m# This branch is for urllib3 v1.22 and later.\u001B[39;00m\n\u001B[1;32m    698\u001B[0m         \u001B[38;5;28;01mraise\u001B[39;00m SSLError(e, request\u001B[38;5;241m=\u001B[39mrequest)\n\u001B[0;32m--> 700\u001B[0m     \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mConnectionError\u001B[39;00m(e, request\u001B[38;5;241m=\u001B[39mrequest)\n\u001B[1;32m    702\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m ClosedPoolError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[1;32m    703\u001B[0m     \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mConnectionError\u001B[39;00m(e, request\u001B[38;5;241m=\u001B[39mrequest)\n",
      "\u001B[0;31mConnectionError\u001B[0m: HTTPConnectionPool(host='34.202.244.73', port=8080): Max retries exceeded with url: /api/valuesets (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x1087d0350>: Failed to establish a new connection: [Errno 61] Connection refused'))"
     ]
    }
   ],
   "execution_count": 7
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f0a14d0fe47ff8d4",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.10"
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