{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9ca99456-817b-4669-aead-8c7d7435b0dc",
   "metadata": {},
   "source": [
    "## Polytope polygons forming a word"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "36b3cbce-657d-415d-a669-7f1eaeefa7d2",
   "metadata": {},
   "source": [
    "This example retrieves polygon coverages forming the word \"POLYTOPE\" from polytope and plots it onto a map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bfc4e565-98cb-4e96-8deb-95e98bc6465e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-12-18 09:10:11 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:11 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - - 7.258763811234218\\n'\n",
      "            '      - 48.793723130601535\\n'\n",
      "            '    - - 7.168488316250347\\n'\n",
      "            '      - 49.83398497089428\\n'\n",
      "            '    - - 8.21596726115746\\n'\n",
      "            '      - 49.850900108140536\\n'\n",
      "            '    - - 8.22477419294512\\n'\n",
      "            '      - 49.63238869079714\\n'\n",
      "            '    - - 7.425045773152021\\n'\n",
      "            '      - 49.6375037902404\\n'\n",
      "            '    - - 7.488604743081794\\n'\n",
      "            '      - 48.76751542040529\\n'\n",
      "            '    - - 7.262985428883866\\n'\n",
      "            '      - 48.762974824632806\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:11 - INFO - Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:12 - INFO - Request accepted. Please poll ./cdcfe067-f976-47d3-8015-437dffe0d2f8 for status\n",
      "2024-12-18 09:10:12 - INFO - Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:12 - INFO - Checking request status (./cdcfe067-f976-47d3-8015-437dffe0d2f8)...\n",
      "2024-12-18 09:10:12 - INFO - The current status of the request is 'queued'\n",
      "2024-12-18 09:10:13 - INFO - The current status of the request is 'processing'\n",
      "2024-12-18 09:10:15 - INFO - The current status of the request is 'processed'\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "cdcfe067-f976-47d3-8015-437dffe0d2f8.covjson:   0%|          | 0.00/5.91k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:polytope.api.Client.LIYRRX:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.LIYRRX:Creating Polytope client...\n",
      "2024-12-18 09:10:17 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.LIYRRX:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:17 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 8.228175484385758\\n'\n",
      "            '    - 49.62363905618946\\n'\n",
      "            '  - - 8.2383404847414\\n'\n",
      "            '    - 49.30577331470633\\n'\n",
      "            '  - - 7.468517996271913\\n'\n",
      "            '    - 49.29035950951544\\n'\n",
      "            '  - - 7.442698254298165\\n'\n",
      "            '    - 49.394063349552624\\n'\n",
      "            '  - - 8.0965165757963\\n'\n",
      "            '    - 49.41322522398369\\n'\n",
      "            '  - - 8.09028856771124\\n'\n",
      "            '    - 49.63518066374158\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.LIYRRX:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 8.228175484385758\\n'\n",
      "            '    - 49.62363905618946\\n'\n",
      "            '  - - 8.2383404847414\\n'\n",
      "            '    - 49.30577331470633\\n'\n",
      "            '  - - 7.468517996271913\\n'\n",
      "            '    - 49.29035950951544\\n'\n",
      "            '  - - 7.442698254298165\\n'\n",
      "            '    - 49.394063349552624\\n'\n",
      "            '  - - 8.0965165757963\\n'\n",
      "            '    - 49.41322522398369\\n'\n",
      "            '  - - 8.09028856771124\\n'\n",
      "            '    - 49.63518066374158\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:17 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.LIYRRX:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 8.228175484385758\\n    - 49.62363905618946\\n  - - 8.2383404847414\\n    - 49.30577331470633\\n  - - 7.468517996271913\\n    - 49.29035950951544\\n  - - 7.442698254298165\\n    - 49.394063349552624\\n  - - 8.0965165757963\\n    - 49.41322522398369\\n  - - 8.09028856771124\\n    - 49.63518066374158\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:17 - INFO - Request accepted. Please poll ./9e6d79ee-9002-46d1-bb60-c0d271040960 for status\n",
      "INFO:polytope.api.Client.LIYRRX:Request accepted. Please poll ./9e6d79ee-9002-46d1-bb60-c0d271040960 for status\n",
      "DEBUG:polytope.api.Client.LIYRRX:Server message: Request queued\n",
      "2024-12-18 09:10:17 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.LIYRRX:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:17 - INFO - Checking request status (./9e6d79ee-9002-46d1-bb60-c0d271040960)...\n",
      "INFO:polytope.api.Client.LIYRRX:Checking request status (./9e6d79ee-9002-46d1-bb60-c0d271040960)...\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./9e6d79ee-9002-46d1-bb60-c0d271040960\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/9e6d79ee-9002-46d1-bb60-c0d271040960 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:17 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.LIYRRX:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.LIYRRX:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./9e6d79ee-9002-46d1-bb60-c0d271040960\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/9e6d79ee-9002-46d1-bb60-c0d271040960 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./9e6d79ee-9002-46d1-bb60-c0d271040960\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/9e6d79ee-9002-46d1-bb60-c0d271040960 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:18 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.LIYRRX:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.LIYRRX:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./9e6d79ee-9002-46d1-bb60-c0d271040960\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/9e6d79ee-9002-46d1-bb60-c0d271040960 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./9e6d79ee-9002-46d1-bb60-c0d271040960\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/9e6d79ee-9002-46d1-bb60-c0d271040960 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./9e6d79ee-9002-46d1-bb60-c0d271040960\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/9e6d79ee-9002-46d1-bb60-c0d271040960 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./9e6d79ee-9002-46d1-bb60-c0d271040960\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/9e6d79ee-9002-46d1-bb60-c0d271040960 HTTP/1.1\" 303 175\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/9e6d79ee-9002-46d1-bb60-c0d271040960.covjson HTTP/1.1\" 200 2838\n",
      "DEBUG:polytope.api.Client.LIYRRX:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:19 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.LIYRRX:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/9e6d79ee-9002-46d1-bb60-c0d271040960.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "9e6d79ee-9002-46d1-bb60-c0d271040960.covjson:   0%|          | 0.00/2.77k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/9e6d79ee-9002-46d1-bb60-c0d271040960.covjson HTTP/1.1\" 200 2838\n",
      "DEBUG:polytope.api.Client.USF5GX:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.USF5GX:Creating Polytope client...\n",
      "2024-12-18 09:10:20 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.USF5GX:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:20 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 8.778584932744309\\n'\n",
      "            '    - 49.86954658650521\\n'\n",
      "            '  - - 8.862295524771469\\n'\n",
      "            '    - 48.766918864990714\\n'\n",
      "            '  - - 10.061878585703141\\n'\n",
      "            '    - 48.80521538773752\\n'\n",
      "            '  - - 10.05189374814043\\n'\n",
      "            '    - 49.02912712169905\\n'\n",
      "            '  - - 9.126374708842917\\n'\n",
      "            '    - 49.035317308040874\\n'\n",
      "            '  - - 9.054787898083248\\n'\n",
      "            '    - 49.85647839775169\\n'\n",
      "            '  - - 8.79447274483195\\n'\n",
      "            '    - 49.8646339236731\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.USF5GX:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 8.778584932744309\\n'\n",
      "            '    - 49.86954658650521\\n'\n",
      "            '  - - 8.862295524771469\\n'\n",
      "            '    - 48.766918864990714\\n'\n",
      "            '  - - 10.061878585703141\\n'\n",
      "            '    - 48.80521538773752\\n'\n",
      "            '  - - 10.05189374814043\\n'\n",
      "            '    - 49.02912712169905\\n'\n",
      "            '  - - 9.126374708842917\\n'\n",
      "            '    - 49.035317308040874\\n'\n",
      "            '  - - 9.054787898083248\\n'\n",
      "            '    - 49.85647839775169\\n'\n",
      "            '  - - 8.79447274483195\\n'\n",
      "            '    - 49.8646339236731\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:20 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.USF5GX:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 8.778584932744309\\n    - 49.86954658650521\\n  - - 8.862295524771469\\n    - 48.766918864990714\\n  - - 10.061878585703141\\n    - 48.80521538773752\\n  - - 10.05189374814043\\n    - 49.02912712169905\\n  - - 9.126374708842917\\n    - 49.035317308040874\\n  - - 9.054787898083248\\n    - 49.85647839775169\\n  - - 8.79447274483195\\n    - 49.8646339236731\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:20 - INFO - Request accepted. Please poll ./e2375831-b316-4df1-8d88-99150513e8dd for status\n",
      "INFO:polytope.api.Client.USF5GX:Request accepted. Please poll ./e2375831-b316-4df1-8d88-99150513e8dd for status\n",
      "DEBUG:polytope.api.Client.USF5GX:Server message: Request queued\n",
      "2024-12-18 09:10:20 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.USF5GX:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:20 - INFO - Checking request status (./e2375831-b316-4df1-8d88-99150513e8dd)...\n",
      "INFO:polytope.api.Client.USF5GX:Checking request status (./e2375831-b316-4df1-8d88-99150513e8dd)...\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./e2375831-b316-4df1-8d88-99150513e8dd\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/e2375831-b316-4df1-8d88-99150513e8dd HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:20 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.USF5GX:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.USF5GX:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./e2375831-b316-4df1-8d88-99150513e8dd\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/e2375831-b316-4df1-8d88-99150513e8dd HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./e2375831-b316-4df1-8d88-99150513e8dd\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/e2375831-b316-4df1-8d88-99150513e8dd HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./e2375831-b316-4df1-8d88-99150513e8dd\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/e2375831-b316-4df1-8d88-99150513e8dd HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:21 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.USF5GX:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.USF5GX:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./e2375831-b316-4df1-8d88-99150513e8dd\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/e2375831-b316-4df1-8d88-99150513e8dd HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./e2375831-b316-4df1-8d88-99150513e8dd\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/e2375831-b316-4df1-8d88-99150513e8dd HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./e2375831-b316-4df1-8d88-99150513e8dd\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/e2375831-b316-4df1-8d88-99150513e8dd HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./e2375831-b316-4df1-8d88-99150513e8dd\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/e2375831-b316-4df1-8d88-99150513e8dd HTTP/1.1\" 303 175\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/e2375831-b316-4df1-8d88-99150513e8dd.covjson HTTP/1.1\" 200 7203\n",
      "DEBUG:polytope.api.Client.USF5GX:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:23 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.USF5GX:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/e2375831-b316-4df1-8d88-99150513e8dd.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "e2375831-b316-4df1-8d88-99150513e8dd.covjson:   0%|          | 0.00/7.03k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/e2375831-b316-4df1-8d88-99150513e8dd.covjson HTTP/1.1\" 200 7203\n",
      "DEBUG:polytope.api.Client.326DDL:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.326DDL:Creating Polytope client...\n",
      "2024-12-18 09:10:23 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.326DDL:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:23 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 9.088892121315212\\n'\n",
      "            '    - 49.68396293291025\\n'\n",
      "            '  - - 9.819571610135483\\n'\n",
      "            '    - 49.684014501470756\\n'\n",
      "            '  - - 9.85505960658449\\n'\n",
      "            '    - 49.03116952568445\\n'\n",
      "            '  - - 10.060153571012052\\n'\n",
      "            '    - 49.027505122195635\\n'\n",
      "            '  - - 10.072160282281033\\n'\n",
      "            '    - 49.86449197101945\\n'\n",
      "            '  - - 9.05948442169526\\n'\n",
      "            '    - 49.85694532601448\\n'\n",
      "            '  - - 9.071912795654185\\n'\n",
      "            '    - 49.68014004987609\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.326DDL:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 9.088892121315212\\n'\n",
      "            '    - 49.68396293291025\\n'\n",
      "            '  - - 9.819571610135483\\n'\n",
      "            '    - 49.684014501470756\\n'\n",
      "            '  - - 9.85505960658449\\n'\n",
      "            '    - 49.03116952568445\\n'\n",
      "            '  - - 10.060153571012052\\n'\n",
      "            '    - 49.027505122195635\\n'\n",
      "            '  - - 10.072160282281033\\n'\n",
      "            '    - 49.86449197101945\\n'\n",
      "            '  - - 9.05948442169526\\n'\n",
      "            '    - 49.85694532601448\\n'\n",
      "            '  - - 9.071912795654185\\n'\n",
      "            '    - 49.68014004987609\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:23 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.326DDL:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 9.088892121315212\\n    - 49.68396293291025\\n  - - 9.819571610135483\\n    - 49.684014501470756\\n  - - 9.85505960658449\\n    - 49.03116952568445\\n  - - 10.060153571012052\\n    - 49.027505122195635\\n  - - 10.072160282281033\\n    - 49.86449197101945\\n  - - 9.05948442169526\\n    - 49.85694532601448\\n  - - 9.071912795654185\\n    - 49.68014004987609\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:23 - INFO - Request accepted. Please poll ./a3181214-8307-49a5-8863-ce3713c009b5 for status\n",
      "INFO:polytope.api.Client.326DDL:Request accepted. Please poll ./a3181214-8307-49a5-8863-ce3713c009b5 for status\n",
      "DEBUG:polytope.api.Client.326DDL:Server message: Request queued\n",
      "2024-12-18 09:10:23 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.326DDL:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:23 - INFO - Checking request status (./a3181214-8307-49a5-8863-ce3713c009b5)...\n",
      "INFO:polytope.api.Client.326DDL:Checking request status (./a3181214-8307-49a5-8863-ce3713c009b5)...\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./a3181214-8307-49a5-8863-ce3713c009b5\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/a3181214-8307-49a5-8863-ce3713c009b5 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:23 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.326DDL:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.326DDL:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./a3181214-8307-49a5-8863-ce3713c009b5\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/a3181214-8307-49a5-8863-ce3713c009b5 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./a3181214-8307-49a5-8863-ce3713c009b5\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/a3181214-8307-49a5-8863-ce3713c009b5 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:24 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.326DDL:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.326DDL:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./a3181214-8307-49a5-8863-ce3713c009b5\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/a3181214-8307-49a5-8863-ce3713c009b5 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./a3181214-8307-49a5-8863-ce3713c009b5\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/a3181214-8307-49a5-8863-ce3713c009b5 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./a3181214-8307-49a5-8863-ce3713c009b5\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/a3181214-8307-49a5-8863-ce3713c009b5 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./a3181214-8307-49a5-8863-ce3713c009b5\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/a3181214-8307-49a5-8863-ce3713c009b5 HTTP/1.1\" 303 175\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/a3181214-8307-49a5-8863-ce3713c009b5.covjson HTTP/1.1\" 200 4818\n",
      "DEBUG:polytope.api.Client.326DDL:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:25 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.326DDL:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/a3181214-8307-49a5-8863-ce3713c009b5.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
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      "text/plain": [
       "a3181214-8307-49a5-8863-ce3713c009b5.covjson:   0%|          | 0.00/4.71k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/a3181214-8307-49a5-8863-ce3713c009b5.covjson HTTP/1.1\" 200 4818\n",
      "DEBUG:polytope.api.Client.3TM299:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.3TM299:Creating Polytope client...\n",
      "2024-12-18 09:10:26 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.3TM299:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:26 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 10.598471035757996\\n'\n",
      "            '    - 49.82012849229719\\n'\n",
      "            '  - - 10.623393389597027\\n'\n",
      "            '    - 48.824858944891844\\n'\n",
      "            '  - - 12.04024144738159\\n'\n",
      "            '    - 48.83198005307881\\n'\n",
      "            '  - - 12.006769966371252\\n'\n",
      "            '    - 49.16097358155085\\n'\n",
      "            '  - - 10.989756517888907\\n'\n",
      "            '    - 49.16815641449875\\n'\n",
      "            '  - - 10.948052430339942\\n'\n",
      "            '    - 49.88592726422476\\n'\n",
      "            '  - - 10.596882802957197\\n'\n",
      "            '    - 49.86398061258498\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.3TM299:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 10.598471035757996\\n'\n",
      "            '    - 49.82012849229719\\n'\n",
      "            '  - - 10.623393389597027\\n'\n",
      "            '    - 48.824858944891844\\n'\n",
      "            '  - - 12.04024144738159\\n'\n",
      "            '    - 48.83198005307881\\n'\n",
      "            '  - - 12.006769966371252\\n'\n",
      "            '    - 49.16097358155085\\n'\n",
      "            '  - - 10.989756517888907\\n'\n",
      "            '    - 49.16815641449875\\n'\n",
      "            '  - - 10.948052430339942\\n'\n",
      "            '    - 49.88592726422476\\n'\n",
      "            '  - - 10.596882802957197\\n'\n",
      "            '    - 49.86398061258498\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:26 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.3TM299:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 10.598471035757996\\n    - 49.82012849229719\\n  - - 10.623393389597027\\n    - 48.824858944891844\\n  - - 12.04024144738159\\n    - 48.83198005307881\\n  - - 12.006769966371252\\n    - 49.16097358155085\\n  - - 10.989756517888907\\n    - 49.16815641449875\\n  - - 10.948052430339942\\n    - 49.88592726422476\\n  - - 10.596882802957197\\n    - 49.86398061258498\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:26 - INFO - Request accepted. Please poll ./722f55c9-8f81-401e-8247-8bb530a2b57b for status\n",
      "INFO:polytope.api.Client.3TM299:Request accepted. Please poll ./722f55c9-8f81-401e-8247-8bb530a2b57b for status\n",
      "DEBUG:polytope.api.Client.3TM299:Server message: Request queued\n",
      "2024-12-18 09:10:26 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.3TM299:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:26 - INFO - Checking request status (./722f55c9-8f81-401e-8247-8bb530a2b57b)...\n",
      "INFO:polytope.api.Client.3TM299:Checking request status (./722f55c9-8f81-401e-8247-8bb530a2b57b)...\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./722f55c9-8f81-401e-8247-8bb530a2b57b\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/722f55c9-8f81-401e-8247-8bb530a2b57b HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:26 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.3TM299:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.3TM299:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./722f55c9-8f81-401e-8247-8bb530a2b57b\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/722f55c9-8f81-401e-8247-8bb530a2b57b HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./722f55c9-8f81-401e-8247-8bb530a2b57b\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/722f55c9-8f81-401e-8247-8bb530a2b57b HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./722f55c9-8f81-401e-8247-8bb530a2b57b\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/722f55c9-8f81-401e-8247-8bb530a2b57b HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./722f55c9-8f81-401e-8247-8bb530a2b57b\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/722f55c9-8f81-401e-8247-8bb530a2b57b HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:27 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.3TM299:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.3TM299:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./722f55c9-8f81-401e-8247-8bb530a2b57b\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/722f55c9-8f81-401e-8247-8bb530a2b57b HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./722f55c9-8f81-401e-8247-8bb530a2b57b\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/722f55c9-8f81-401e-8247-8bb530a2b57b HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./722f55c9-8f81-401e-8247-8bb530a2b57b\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/722f55c9-8f81-401e-8247-8bb530a2b57b HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./722f55c9-8f81-401e-8247-8bb530a2b57b\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/722f55c9-8f81-401e-8247-8bb530a2b57b HTTP/1.1\" 303 175\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/722f55c9-8f81-401e-8247-8bb530a2b57b.covjson HTTP/1.1\" 200 9059\n",
      "DEBUG:polytope.api.Client.3TM299:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:29 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.3TM299:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/722f55c9-8f81-401e-8247-8bb530a2b57b.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "722f55c9-8f81-401e-8247-8bb530a2b57b.covjson:   0%|          | 0.00/8.85k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/722f55c9-8f81-401e-8247-8bb530a2b57b.covjson HTTP/1.1\" 200 9059\n",
      "DEBUG:polytope.api.Client.20W7C2:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.20W7C2:Creating Polytope client...\n",
      "2024-12-18 09:10:29 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.20W7C2:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:29 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 13.29197987307927\\n'\n",
      "            '    - 49.97728585641272\\n'\n",
      "            '  - - 12.57111275146977\\n'\n",
      "            '    - 49.97104094778115\\n'\n",
      "            '  - - 13.222322323273431\\n'\n",
      "            '    - 49.37725327518439\\n'\n",
      "            '  - - 13.202971158951414\\n'\n",
      "            '    - 48.903129615084254\\n'\n",
      "            '  - - 13.827804957331438\\n'\n",
      "            '    - 48.88340416595227\\n'\n",
      "            '  - - 13.874384556433938\\n'\n",
      "            '    - 49.40358865952578\\n'\n",
      "            '  - - 14.605299546055448\\n'\n",
      "            '    - 49.93197478940584\\n'\n",
      "            '  - - 14.102062445091747\\n'\n",
      "            '    - 49.98001098000407\\n'\n",
      "            '  - - 13.624487089218775\\n'\n",
      "            '    - 49.55461007587729\\n'\n",
      "            '  - - 13.3099890365134\\n'\n",
      "            '    - 49.97739580806973\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.20W7C2:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 13.29197987307927\\n'\n",
      "            '    - 49.97728585641272\\n'\n",
      "            '  - - 12.57111275146977\\n'\n",
      "            '    - 49.97104094778115\\n'\n",
      "            '  - - 13.222322323273431\\n'\n",
      "            '    - 49.37725327518439\\n'\n",
      "            '  - - 13.202971158951414\\n'\n",
      "            '    - 48.903129615084254\\n'\n",
      "            '  - - 13.827804957331438\\n'\n",
      "            '    - 48.88340416595227\\n'\n",
      "            '  - - 13.874384556433938\\n'\n",
      "            '    - 49.40358865952578\\n'\n",
      "            '  - - 14.605299546055448\\n'\n",
      "            '    - 49.93197478940584\\n'\n",
      "            '  - - 14.102062445091747\\n'\n",
      "            '    - 49.98001098000407\\n'\n",
      "            '  - - 13.624487089218775\\n'\n",
      "            '    - 49.55461007587729\\n'\n",
      "            '  - - 13.3099890365134\\n'\n",
      "            '    - 49.97739580806973\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:29 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.20W7C2:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 13.29197987307927\\n    - 49.97728585641272\\n  - - 12.57111275146977\\n    - 49.97104094778115\\n  - - 13.222322323273431\\n    - 49.37725327518439\\n  - - 13.202971158951414\\n    - 48.903129615084254\\n  - - 13.827804957331438\\n    - 48.88340416595227\\n  - - 13.874384556433938\\n    - 49.40358865952578\\n  - - 14.605299546055448\\n    - 49.93197478940584\\n  - - 14.102062445091747\\n    - 49.98001098000407\\n  - - 13.624487089218775\\n    - 49.55461007587729\\n  - - 13.3099890365134\\n    - 49.97739580806973\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:29 - INFO - Request accepted. Please poll ./f83f1275-682d-4f36-b25e-2e4ad132cc85 for status\n",
      "INFO:polytope.api.Client.20W7C2:Request accepted. Please poll ./f83f1275-682d-4f36-b25e-2e4ad132cc85 for status\n",
      "DEBUG:polytope.api.Client.20W7C2:Server message: Request queued\n",
      "2024-12-18 09:10:29 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.20W7C2:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:29 - INFO - Checking request status (./f83f1275-682d-4f36-b25e-2e4ad132cc85)...\n",
      "INFO:polytope.api.Client.20W7C2:Checking request status (./f83f1275-682d-4f36-b25e-2e4ad132cc85)...\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f83f1275-682d-4f36-b25e-2e4ad132cc85\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f83f1275-682d-4f36-b25e-2e4ad132cc85 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:30 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.20W7C2:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.20W7C2:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f83f1275-682d-4f36-b25e-2e4ad132cc85\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f83f1275-682d-4f36-b25e-2e4ad132cc85 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:30 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.20W7C2:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.20W7C2:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f83f1275-682d-4f36-b25e-2e4ad132cc85\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f83f1275-682d-4f36-b25e-2e4ad132cc85 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f83f1275-682d-4f36-b25e-2e4ad132cc85\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f83f1275-682d-4f36-b25e-2e4ad132cc85 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f83f1275-682d-4f36-b25e-2e4ad132cc85\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f83f1275-682d-4f36-b25e-2e4ad132cc85 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f83f1275-682d-4f36-b25e-2e4ad132cc85\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f83f1275-682d-4f36-b25e-2e4ad132cc85 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f83f1275-682d-4f36-b25e-2e4ad132cc85\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f83f1275-682d-4f36-b25e-2e4ad132cc85 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f83f1275-682d-4f36-b25e-2e4ad132cc85\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f83f1275-682d-4f36-b25e-2e4ad132cc85 HTTP/1.1\" 303 176\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/f83f1275-682d-4f36-b25e-2e4ad132cc85.covjson HTTP/1.1\" 200 11003\n",
      "DEBUG:polytope.api.Client.20W7C2:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:32 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.20W7C2:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/f83f1275-682d-4f36-b25e-2e4ad132cc85.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
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       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "f83f1275-682d-4f36-b25e-2e4ad132cc85.covjson:   0%|          | 0.00/10.7k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/f83f1275-682d-4f36-b25e-2e4ad132cc85.covjson HTTP/1.1\" 200 11003\n",
      "DEBUG:polytope.api.Client.C0N1RM:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.C0N1RM:Creating Polytope client...\n",
      "2024-12-18 09:10:33 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.C0N1RM:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:33 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 15.228965549991614\\n'\n",
      "            '    - 49.730373613580525\\n'\n",
      "            '  - - 15.230125323821682\\n'\n",
      "            '    - 50.090633313563075\\n'\n",
      "            '  - - 17.660387372585035\\n'\n",
      "            '    - 50.06822116337625\\n'\n",
      "            '  - - 17.577939895914568\\n'\n",
      "            '    - 49.59398017760927\\n'\n",
      "            '  - - 16.752386182433355\\n'\n",
      "            '    - 49.64920447268295\\n'\n",
      "            '  - - 16.58109059401943\\n'\n",
      "            '    - 48.772986118860814\\n'\n",
      "            '  - - 16.094304206428518\\n'\n",
      "            '    - 48.79160176954642\\n'\n",
      "            '  - - 16.185638387834643\\n'\n",
      "            '    - 49.640410835320694\\n'\n",
      "            '  - - 15.250602552532541\\n'\n",
      "            '    - 49.68736034043533\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.C0N1RM:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 15.228965549991614\\n'\n",
      "            '    - 49.730373613580525\\n'\n",
      "            '  - - 15.230125323821682\\n'\n",
      "            '    - 50.090633313563075\\n'\n",
      "            '  - - 17.660387372585035\\n'\n",
      "            '    - 50.06822116337625\\n'\n",
      "            '  - - 17.577939895914568\\n'\n",
      "            '    - 49.59398017760927\\n'\n",
      "            '  - - 16.752386182433355\\n'\n",
      "            '    - 49.64920447268295\\n'\n",
      "            '  - - 16.58109059401943\\n'\n",
      "            '    - 48.772986118860814\\n'\n",
      "            '  - - 16.094304206428518\\n'\n",
      "            '    - 48.79160176954642\\n'\n",
      "            '  - - 16.185638387834643\\n'\n",
      "            '    - 49.640410835320694\\n'\n",
      "            '  - - 15.250602552532541\\n'\n",
      "            '    - 49.68736034043533\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:33 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.C0N1RM:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 15.228965549991614\\n    - 49.730373613580525\\n  - - 15.230125323821682\\n    - 50.090633313563075\\n  - - 17.660387372585035\\n    - 50.06822116337625\\n  - - 17.577939895914568\\n    - 49.59398017760927\\n  - - 16.752386182433355\\n    - 49.64920447268295\\n  - - 16.58109059401943\\n    - 48.772986118860814\\n  - - 16.094304206428518\\n    - 48.79160176954642\\n  - - 16.185638387834643\\n    - 49.640410835320694\\n  - - 15.250602552532541\\n    - 49.68736034043533\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:33 - INFO - Request accepted. Please poll ./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c for status\n",
      "INFO:polytope.api.Client.C0N1RM:Request accepted. Please poll ./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c for status\n",
      "DEBUG:polytope.api.Client.C0N1RM:Server message: Request queued\n",
      "2024-12-18 09:10:33 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.C0N1RM:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:33 - INFO - Checking request status (./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c)...\n",
      "INFO:polytope.api.Client.C0N1RM:Checking request status (./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c)...\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:33 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.C0N1RM:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.C0N1RM:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:33 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.C0N1RM:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.C0N1RM:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c HTTP/1.1\" 303 176\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c.covjson HTTP/1.1\" 200 15863\n",
      "DEBUG:polytope.api.Client.C0N1RM:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:35 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.C0N1RM:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
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       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c.covjson:   0%|          | 0.00/15.5k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/ab7446e2-56b5-41a8-8d91-7aeb1f6bac0c.covjson HTTP/1.1\" 200 15863\n",
      "DEBUG:polytope.api.Client.4YQIOK:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.4YQIOK:Creating Polytope client...\n",
      "2024-12-18 09:10:35 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.4YQIOK:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:35 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 18.006103810711153\\n'\n",
      "            '    - 49.874817453680265\\n'\n",
      "            '  - - 17.872892800864577\\n'\n",
      "            '    - 48.7751276419595\\n'\n",
      "            '  - - 19.231045390320162\\n'\n",
      "            '    - 48.68751356669205\\n'\n",
      "            '  - - 19.286273043798417\\n'\n",
      "            '    - 48.9720484447422\\n'\n",
      "            '  - - 18.331513679782546\\n'\n",
      "            '    - 49.02466456647059\\n'\n",
      "            '  - - 18.4410677556115\\n'\n",
      "            '    - 49.91883884509102\\n'\n",
      "            '  - - 17.990407455442124\\n'\n",
      "            '    - 49.9284320053506\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.4YQIOK:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 18.006103810711153\\n'\n",
      "            '    - 49.874817453680265\\n'\n",
      "            '  - - 17.872892800864577\\n'\n",
      "            '    - 48.7751276419595\\n'\n",
      "            '  - - 19.231045390320162\\n'\n",
      "            '    - 48.68751356669205\\n'\n",
      "            '  - - 19.286273043798417\\n'\n",
      "            '    - 48.9720484447422\\n'\n",
      "            '  - - 18.331513679782546\\n'\n",
      "            '    - 49.02466456647059\\n'\n",
      "            '  - - 18.4410677556115\\n'\n",
      "            '    - 49.91883884509102\\n'\n",
      "            '  - - 17.990407455442124\\n'\n",
      "            '    - 49.9284320053506\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:35 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.4YQIOK:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 18.006103810711153\\n    - 49.874817453680265\\n  - - 17.872892800864577\\n    - 48.7751276419595\\n  - - 19.231045390320162\\n    - 48.68751356669205\\n  - - 19.286273043798417\\n    - 48.9720484447422\\n  - - 18.331513679782546\\n    - 49.02466456647059\\n  - - 18.4410677556115\\n    - 49.91883884509102\\n  - - 17.990407455442124\\n    - 49.9284320053506\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:35 - INFO - Request accepted. Please poll ./03553782-fcce-405a-9c62-3c2928b8269e for status\n",
      "INFO:polytope.api.Client.4YQIOK:Request accepted. Please poll ./03553782-fcce-405a-9c62-3c2928b8269e for status\n",
      "DEBUG:polytope.api.Client.4YQIOK:Server message: Request queued\n",
      "2024-12-18 09:10:35 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.4YQIOK:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:35 - INFO - Checking request status (./03553782-fcce-405a-9c62-3c2928b8269e)...\n",
      "INFO:polytope.api.Client.4YQIOK:Checking request status (./03553782-fcce-405a-9c62-3c2928b8269e)...\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./03553782-fcce-405a-9c62-3c2928b8269e\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/03553782-fcce-405a-9c62-3c2928b8269e HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:36 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.4YQIOK:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.4YQIOK:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./03553782-fcce-405a-9c62-3c2928b8269e\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/03553782-fcce-405a-9c62-3c2928b8269e HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./03553782-fcce-405a-9c62-3c2928b8269e\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/03553782-fcce-405a-9c62-3c2928b8269e HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:36 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.4YQIOK:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.4YQIOK:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./03553782-fcce-405a-9c62-3c2928b8269e\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/03553782-fcce-405a-9c62-3c2928b8269e HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./03553782-fcce-405a-9c62-3c2928b8269e\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/03553782-fcce-405a-9c62-3c2928b8269e HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./03553782-fcce-405a-9c62-3c2928b8269e\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/03553782-fcce-405a-9c62-3c2928b8269e HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./03553782-fcce-405a-9c62-3c2928b8269e\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/03553782-fcce-405a-9c62-3c2928b8269e HTTP/1.1\" 303 175\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/03553782-fcce-405a-9c62-3c2928b8269e.covjson HTTP/1.1\" 200 8712\n",
      "DEBUG:polytope.api.Client.4YQIOK:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:38 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.4YQIOK:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/03553782-fcce-405a-9c62-3c2928b8269e.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "03553782-fcce-405a-9c62-3c2928b8269e.covjson:   0%|          | 0.00/8.51k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/03553782-fcce-405a-9c62-3c2928b8269e.covjson HTTP/1.1\" 200 8712\n",
      "DEBUG:polytope.api.Client.R0SJEM:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.R0SJEM:Creating Polytope client...\n",
      "2024-12-18 09:10:38 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.R0SJEM:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:38 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 18.523099688262818\\n'\n",
      "            '    - 49.91693240270905\\n'\n",
      "            '  - - 19.571993355132093\\n'\n",
      "            '    - 49.88820196224816\\n'\n",
      "            '  - - 19.269541055964595\\n'\n",
      "            '    - 48.99870007380369\\n'\n",
      "            '  - - 18.989650825560034\\n'\n",
      "            '    - 49.00717933216285\\n'\n",
      "            '  - - 19.1721361339051\\n'\n",
      "            '    - 49.67352579852684\\n'\n",
      "            '  - - 18.42049036941708\\n'\n",
      "            '    - 49.71965669030075\\n'\n",
      "            '  - - 18.436899591803154\\n'\n",
      "            '    - 49.93131406908293\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.R0SJEM:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 18.523099688262818\\n'\n",
      "            '    - 49.91693240270905\\n'\n",
      "            '  - - 19.571993355132093\\n'\n",
      "            '    - 49.88820196224816\\n'\n",
      "            '  - - 19.269541055964595\\n'\n",
      "            '    - 48.99870007380369\\n'\n",
      "            '  - - 18.989650825560034\\n'\n",
      "            '    - 49.00717933216285\\n'\n",
      "            '  - - 19.1721361339051\\n'\n",
      "            '    - 49.67352579852684\\n'\n",
      "            '  - - 18.42049036941708\\n'\n",
      "            '    - 49.71965669030075\\n'\n",
      "            '  - - 18.436899591803154\\n'\n",
      "            '    - 49.93131406908293\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:38 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.R0SJEM:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 18.523099688262818\\n    - 49.91693240270905\\n  - - 19.571993355132093\\n    - 49.88820196224816\\n  - - 19.269541055964595\\n    - 48.99870007380369\\n  - - 18.989650825560034\\n    - 49.00717933216285\\n  - - 19.1721361339051\\n    - 49.67352579852684\\n  - - 18.42049036941708\\n    - 49.71965669030075\\n  - - 18.436899591803154\\n    - 49.93131406908293\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:38 - INFO - Request accepted. Please poll ./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49 for status\n",
      "INFO:polytope.api.Client.R0SJEM:Request accepted. Please poll ./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49 for status\n",
      "DEBUG:polytope.api.Client.R0SJEM:Server message: Request queued\n",
      "2024-12-18 09:10:38 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.R0SJEM:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:38 - INFO - Checking request status (./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49)...\n",
      "INFO:polytope.api.Client.R0SJEM:Checking request status (./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49)...\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:38 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.R0SJEM:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.R0SJEM:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:39 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.R0SJEM:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.R0SJEM:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49 HTTP/1.1\" 303 175\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49.covjson HTTP/1.1\" 200 5694\n",
      "DEBUG:polytope.api.Client.R0SJEM:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:41 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.R0SJEM:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49.covjson:   0%|          | 0.00/5.56k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/d1256cb1-efd3-4ad9-b278-ffd4d6ac4a49.covjson HTTP/1.1\" 200 5694\n",
      "DEBUG:polytope.api.Client.VHPGBA:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.VHPGBA:Creating Polytope client...\n",
      "2024-12-18 09:10:41 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.VHPGBA:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:41 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 20.369665233263703\\n'\n",
      "            '    - 48.68540724766882\\n'\n",
      "            '  - - 20.390795716706066\\n'\n",
      "            '    - 49.82142033684306\\n'\n",
      "            '  - - 21.66474097162009\\n'\n",
      "            '    - 49.77219361759094\\n'\n",
      "            '  - - 21.599781134603887\\n'\n",
      "            '    - 49.45580574399338\\n'\n",
      "            '  - - 20.770239556798373\\n'\n",
      "            '    - 49.481617120321545\\n'\n",
      "            '  - - 20.773898383565665\\n'\n",
      "            '    - 48.68594678666463\\n'\n",
      "            '  - - 20.369665233263703\\n'\n",
      "            '    - 48.68540724766882\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.VHPGBA:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 20.369665233263703\\n'\n",
      "            '    - 48.68540724766882\\n'\n",
      "            '  - - 20.390795716706066\\n'\n",
      "            '    - 49.82142033684306\\n'\n",
      "            '  - - 21.66474097162009\\n'\n",
      "            '    - 49.77219361759094\\n'\n",
      "            '  - - 21.599781134603887\\n'\n",
      "            '    - 49.45580574399338\\n'\n",
      "            '  - - 20.770239556798373\\n'\n",
      "            '    - 49.481617120321545\\n'\n",
      "            '  - - 20.773898383565665\\n'\n",
      "            '    - 48.68594678666463\\n'\n",
      "            '  - - 20.369665233263703\\n'\n",
      "            '    - 48.68540724766882\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:41 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.VHPGBA:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 20.369665233263703\\n    - 48.68540724766882\\n  - - 20.390795716706066\\n    - 49.82142033684306\\n  - - 21.66474097162009\\n    - 49.77219361759094\\n  - - 21.599781134603887\\n    - 49.45580574399338\\n  - - 20.770239556798373\\n    - 49.481617120321545\\n  - - 20.773898383565665\\n    - 48.68594678666463\\n  - - 20.369665233263703\\n    - 48.68540724766882\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:41 - INFO - Request accepted. Please poll ./406bd859-50fc-4ee8-81f5-5237c71847ff for status\n",
      "INFO:polytope.api.Client.VHPGBA:Request accepted. Please poll ./406bd859-50fc-4ee8-81f5-5237c71847ff for status\n",
      "DEBUG:polytope.api.Client.VHPGBA:Server message: Request queued\n",
      "2024-12-18 09:10:41 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.VHPGBA:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:41 - INFO - Checking request status (./406bd859-50fc-4ee8-81f5-5237c71847ff)...\n",
      "INFO:polytope.api.Client.VHPGBA:Checking request status (./406bd859-50fc-4ee8-81f5-5237c71847ff)...\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./406bd859-50fc-4ee8-81f5-5237c71847ff\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/406bd859-50fc-4ee8-81f5-5237c71847ff HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:42 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.VHPGBA:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.VHPGBA:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./406bd859-50fc-4ee8-81f5-5237c71847ff\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/406bd859-50fc-4ee8-81f5-5237c71847ff HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./406bd859-50fc-4ee8-81f5-5237c71847ff\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/406bd859-50fc-4ee8-81f5-5237c71847ff HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:42 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.VHPGBA:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.VHPGBA:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./406bd859-50fc-4ee8-81f5-5237c71847ff\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/406bd859-50fc-4ee8-81f5-5237c71847ff HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./406bd859-50fc-4ee8-81f5-5237c71847ff\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/406bd859-50fc-4ee8-81f5-5237c71847ff HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./406bd859-50fc-4ee8-81f5-5237c71847ff\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/406bd859-50fc-4ee8-81f5-5237c71847ff HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./406bd859-50fc-4ee8-81f5-5237c71847ff\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/406bd859-50fc-4ee8-81f5-5237c71847ff HTTP/1.1\" 303 175\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/406bd859-50fc-4ee8-81f5-5237c71847ff.covjson HTTP/1.1\" 200 7803\n",
      "DEBUG:polytope.api.Client.VHPGBA:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:44 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.VHPGBA:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/406bd859-50fc-4ee8-81f5-5237c71847ff.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "406bd859-50fc-4ee8-81f5-5237c71847ff.covjson:   0%|          | 0.00/7.62k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/406bd859-50fc-4ee8-81f5-5237c71847ff.covjson HTTP/1.1\" 200 7803\n",
      "DEBUG:polytope.api.Client.543OMF:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.543OMF:Creating Polytope client...\n",
      "2024-12-18 09:10:44 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.543OMF:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:44 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 20.779400086097894\\n'\n",
      "            '    - 49.266396683614516\\n'\n",
      "            '  - - 21.291684316951347\\n'\n",
      "            '    - 49.25582141560005\\n'\n",
      "            '  - - 21.29255644055283\\n'\n",
      "            '    - 49.462413633894414\\n'\n",
      "            '  - - 21.60241816111113\\n'\n",
      "            '    - 49.44412952745972\\n'\n",
      "            '  - - 21.577574878322366\\n'\n",
      "            '    - 49.16620350494162\\n'\n",
      "            '  - - 20.792010318248543\\n'\n",
      "            '    - 49.16233120403493\\n'\n",
      "            '  - - 20.768637193550887\\n'\n",
      "            '    - 49.273598233154075\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.543OMF:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 20.779400086097894\\n'\n",
      "            '    - 49.266396683614516\\n'\n",
      "            '  - - 21.291684316951347\\n'\n",
      "            '    - 49.25582141560005\\n'\n",
      "            '  - - 21.29255644055283\\n'\n",
      "            '    - 49.462413633894414\\n'\n",
      "            '  - - 21.60241816111113\\n'\n",
      "            '    - 49.44412952745972\\n'\n",
      "            '  - - 21.577574878322366\\n'\n",
      "            '    - 49.16620350494162\\n'\n",
      "            '  - - 20.792010318248543\\n'\n",
      "            '    - 49.16233120403493\\n'\n",
      "            '  - - 20.768637193550887\\n'\n",
      "            '    - 49.273598233154075\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:44 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.543OMF:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 20.779400086097894\\n    - 49.266396683614516\\n  - - 21.291684316951347\\n    - 49.25582141560005\\n  - - 21.29255644055283\\n    - 49.462413633894414\\n  - - 21.60241816111113\\n    - 49.44412952745972\\n  - - 21.577574878322366\\n    - 49.16620350494162\\n  - - 20.792010318248543\\n    - 49.16233120403493\\n  - - 20.768637193550887\\n    - 49.273598233154075\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:44 - INFO - Request accepted. Please poll ./ea5e0381-830b-4bb5-ae30-ca3b8b85412a for status\n",
      "INFO:polytope.api.Client.543OMF:Request accepted. Please poll ./ea5e0381-830b-4bb5-ae30-ca3b8b85412a for status\n",
      "DEBUG:polytope.api.Client.543OMF:Server message: Request queued\n",
      "2024-12-18 09:10:44 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.543OMF:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:44 - INFO - Checking request status (./ea5e0381-830b-4bb5-ae30-ca3b8b85412a)...\n",
      "INFO:polytope.api.Client.543OMF:Checking request status (./ea5e0381-830b-4bb5-ae30-ca3b8b85412a)...\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ea5e0381-830b-4bb5-ae30-ca3b8b85412a\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ea5e0381-830b-4bb5-ae30-ca3b8b85412a HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:44 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.543OMF:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.543OMF:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ea5e0381-830b-4bb5-ae30-ca3b8b85412a\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ea5e0381-830b-4bb5-ae30-ca3b8b85412a HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ea5e0381-830b-4bb5-ae30-ca3b8b85412a\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ea5e0381-830b-4bb5-ae30-ca3b8b85412a HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ea5e0381-830b-4bb5-ae30-ca3b8b85412a\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ea5e0381-830b-4bb5-ae30-ca3b8b85412a HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:45 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.543OMF:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.543OMF:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ea5e0381-830b-4bb5-ae30-ca3b8b85412a\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ea5e0381-830b-4bb5-ae30-ca3b8b85412a HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ea5e0381-830b-4bb5-ae30-ca3b8b85412a\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ea5e0381-830b-4bb5-ae30-ca3b8b85412a HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ea5e0381-830b-4bb5-ae30-ca3b8b85412a\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ea5e0381-830b-4bb5-ae30-ca3b8b85412a HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./ea5e0381-830b-4bb5-ae30-ca3b8b85412a\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/ea5e0381-830b-4bb5-ae30-ca3b8b85412a HTTP/1.1\" 303 175\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/ea5e0381-830b-4bb5-ae30-ca3b8b85412a.covjson HTTP/1.1\" 200 2861\n",
      "DEBUG:polytope.api.Client.543OMF:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:47 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.543OMF:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/ea5e0381-830b-4bb5-ae30-ca3b8b85412a.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "ea5e0381-830b-4bb5-ae30-ca3b8b85412a.covjson:   0%|          | 0.00/2.79k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/ea5e0381-830b-4bb5-ae30-ca3b8b85412a.covjson HTTP/1.1\" 200 2861\n",
      "DEBUG:polytope.api.Client.P5NYAC:Gathered Polytope client configuration:\n",
      "{'address': 'polytope.ecmwf.int',\n",
      " 'insecure': False,\n",
      " 'key_path': PosixPath('/Users/cgr/.polytopeapirc'),\n",
      " 'log_file': None,\n",
      " 'log_level': 'DEBUG',\n",
      " 'password': None,\n",
      " 'port': None,\n",
      " 'quiet': False,\n",
      " 'skip_tls': False,\n",
      " 'user_email': None,\n",
      " 'user_key': None,\n",
      " 'username': 'cgr',\n",
      " 'verbose': False}\n",
      "DEBUG:polytope.api.Client.P5NYAC:Creating Polytope client...\n",
      "2024-12-18 09:10:47 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.P5NYAC:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-12-18 09:10:47 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 23.208137901360374\\n'\n",
      "            '    - 49.651584260796994\\n'\n",
      "            '  - - 22.09658437133257\\n'\n",
      "            '    - 49.752545184049126\\n'\n",
      "            '  - - 21.91802865423628\\n'\n",
      "            '    - 48.67264127283525\\n'\n",
      "            '  - - 23.391185304246818\\n'\n",
      "            '    - 48.62884428299256\\n'\n",
      "            '  - - 23.420678366377672\\n'\n",
      "            '    - 48.95370738548149\\n'\n",
      "            '  - - 22.47620509293023\\n'\n",
      "            '    - 48.948108124274114\\n'\n",
      "            '  - - 22.504379835652145\\n'\n",
      "            '    - 49.154931298807696\\n'\n",
      "            '  - - 23.380718740911448\\n'\n",
      "            '    - 49.134280180441834\\n'\n",
      "            '  - - 23.347965550435475\\n'\n",
      "            '    - 49.36007407350195\\n'\n",
      "            '  - - 22.508043914644247\\n'\n",
      "            '    - 49.34861103718032\\n'\n",
      "            '  - - 22.552065252592882\\n'\n",
      "            '    - 49.49663569230876\\n'\n",
      "            '  - - 23.44022825068265\\n'\n",
      "            '    - 49.49121931651345\\n'\n",
      "            '  - - 23.257411122842967\\n'\n",
      "            '    - 49.664632737235905\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.P5NYAC:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            'expver: 1\\n'\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 23.208137901360374\\n'\n",
      "            '    - 49.651584260796994\\n'\n",
      "            '  - - 22.09658437133257\\n'\n",
      "            '    - 49.752545184049126\\n'\n",
      "            '  - - 21.91802865423628\\n'\n",
      "            '    - 48.67264127283525\\n'\n",
      "            '  - - 23.391185304246818\\n'\n",
      "            '    - 48.62884428299256\\n'\n",
      "            '  - - 23.420678366377672\\n'\n",
      "            '    - 48.95370738548149\\n'\n",
      "            '  - - 22.47620509293023\\n'\n",
      "            '    - 48.948108124274114\\n'\n",
      "            '  - - 22.504379835652145\\n'\n",
      "            '    - 49.154931298807696\\n'\n",
      "            '  - - 23.380718740911448\\n'\n",
      "            '    - 49.134280180441834\\n'\n",
      "            '  - - 23.347965550435475\\n'\n",
      "            '    - 49.36007407350195\\n'\n",
      "            '  - - 22.508043914644247\\n'\n",
      "            '    - 49.34861103718032\\n'\n",
      "            '  - - 22.552065252592882\\n'\n",
      "            '    - 49.49663569230876\\n'\n",
      "            '  - - 23.44022825068265\\n'\n",
      "            '    - 49.49121931651345\\n'\n",
      "            '  - - 23.257411122842967\\n'\n",
      "            '    - 49.664632737235905\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            \"param: '167'\\n\"\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-12-18 09:10:47 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.P5NYAC:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: -1\\ndomain: g\\nexpver: 1\\nfeature:\\n  shape:\\n  - - 23.208137901360374\\n    - 49.651584260796994\\n  - - 22.09658437133257\\n    - 49.752545184049126\\n  - - 21.91802865423628\\n    - 48.67264127283525\\n  - - 23.391185304246818\\n    - 48.62884428299256\\n  - - 23.420678366377672\\n    - 48.95370738548149\\n  - - 22.47620509293023\\n    - 48.948108124274114\\n  - - 22.504379835652145\\n    - 49.154931298807696\\n  - - 23.380718740911448\\n    - 49.134280180441834\\n  - - 23.347965550435475\\n    - 49.36007407350195\\n  - - 22.508043914644247\\n    - 49.34861103718032\\n  - - 22.552065252592882\\n    - 49.49663569230876\\n  - - 23.44022825068265\\n    - 49.49121931651345\\n  - - 23.257411122842967\\n    - 49.664632737235905\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: '167'\\nstep: '0'\\nstream: enfo\\ntime: '1200'\\ntype: pf\\n\"}}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:47 - INFO - Request accepted. Please poll ./f05a1c8c-ccc8-4eb9-bace-5700ba952344 for status\n",
      "INFO:polytope.api.Client.P5NYAC:Request accepted. Please poll ./f05a1c8c-ccc8-4eb9-bace-5700ba952344 for status\n",
      "DEBUG:polytope.api.Client.P5NYAC:Server message: Request queued\n",
      "2024-12-18 09:10:47 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.P5NYAC:Polytope user key found in session cache for user cgr\n",
      "2024-12-18 09:10:47 - INFO - Checking request status (./f05a1c8c-ccc8-4eb9-bace-5700ba952344)...\n",
      "INFO:polytope.api.Client.P5NYAC:Checking request status (./f05a1c8c-ccc8-4eb9-bace-5700ba952344)...\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f05a1c8c-ccc8-4eb9-bace-5700ba952344\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f05a1c8c-ccc8-4eb9-bace-5700ba952344 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:48 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.P5NYAC:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.P5NYAC:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f05a1c8c-ccc8-4eb9-bace-5700ba952344\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f05a1c8c-ccc8-4eb9-bace-5700ba952344 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f05a1c8c-ccc8-4eb9-bace-5700ba952344\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f05a1c8c-ccc8-4eb9-bace-5700ba952344 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f05a1c8c-ccc8-4eb9-bace-5700ba952344\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f05a1c8c-ccc8-4eb9-bace-5700ba952344 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client received HTTP SUCCESS (202)\n",
      "2024-12-18 09:10:48 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.P5NYAC:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.P5NYAC:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f05a1c8c-ccc8-4eb9-bace-5700ba952344\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f05a1c8c-ccc8-4eb9-bace-5700ba952344 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f05a1c8c-ccc8-4eb9-bace-5700ba952344\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f05a1c8c-ccc8-4eb9-bace-5700ba952344 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f05a1c8c-ccc8-4eb9-bace-5700ba952344\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f05a1c8c-ccc8-4eb9-bace-5700ba952344 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./f05a1c8c-ccc8-4eb9-bace-5700ba952344\n",
      "{'headers': {'Authorization': 'EmailKey Sandor.Kertesz@ecmwf.int:c2a9188442452fc6cf3a881cfa689648'}, 'json': None}\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"GET /api/v1/requests/f05a1c8c-ccc8-4eb9-bace-5700ba952344 HTTP/1.1\" 303 176\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/f05a1c8c-ccc8-4eb9-bace-5700ba952344.covjson HTTP/1.1\" 200 11692\n",
      "DEBUG:polytope.api.Client.P5NYAC:Polytope client received HTTP SUCCESS (200)\n",
      "2024-12-18 09:10:50 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.P5NYAC:The current status of the request is 'processed'\n",
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"HEAD /default/f05a1c8c-ccc8-4eb9-bace-5700ba952344.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "f05a1c8c-ccc8-4eb9-bace-5700ba952344.covjson:   0%|          | 0.00/11.4k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): download-polytope.ecmwf.int:443\n",
      "DEBUG:urllib3.connectionpool:https://download-polytope.ecmwf.int:443 \"GET /default/f05a1c8c-ccc8-4eb9-bace-5700ba952344.covjson HTTP/1.1\" 200 11692\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import earthkit.data as ekd\n",
    "import earthkit.plots as ekp\n",
    "\n",
    "# define the polygons\n",
    "shape1 = [\n",
    "    [7.258763811234218, 48.793723130601535],\n",
    "    [7.168488316250347, 49.83398497089428],\n",
    "    [8.21596726115746, 49.850900108140536],\n",
    "    [8.22477419294512, 49.63238869079714],\n",
    "    [7.425045773152021, 49.6375037902404],\n",
    "    [7.488604743081794, 48.76751542040529],\n",
    "    [7.262985428883866, 48.762974824632806],\n",
    "],\n",
    "\n",
    "shape2 = [\n",
    "    [8.228175484385758, 49.62363905618946],\n",
    "    [8.2383404847414, 49.30577331470633],\n",
    "    [7.468517996271913, 49.29035950951544],\n",
    "    [7.442698254298165, 49.394063349552624],\n",
    "    [8.0965165757963, 49.41322522398369],\n",
    "    [8.09028856771124, 49.63518066374158],\n",
    "]\n",
    "\n",
    "shape3 = [\n",
    "    [8.778584932744309, 49.86954658650521],\n",
    "    [8.862295524771469, 48.766918864990714],\n",
    "    [10.061878585703141, 48.80521538773752],\n",
    "    [10.05189374814043, 49.02912712169905],\n",
    "    [9.126374708842917, 49.035317308040874],\n",
    "    [9.054787898083248, 49.85647839775169],\n",
    "    [8.79447274483195, 49.8646339236731],\n",
    "]\n",
    "\n",
    "shape4 = [\n",
    "    [9.088892121315212, 49.68396293291025],\n",
    "    [9.819571610135483, 49.684014501470756],\n",
    "    [9.85505960658449, 49.03116952568445],\n",
    "    [10.060153571012052, 49.027505122195635],\n",
    "    [10.072160282281033, 49.86449197101945],\n",
    "    [9.05948442169526, 49.85694532601448],\n",
    "    [9.071912795654185, 49.68014004987609],\n",
    "]\n",
    "\n",
    "shape5 = [\n",
    "    [10.598471035757996, 49.82012849229719],\n",
    "    [10.623393389597027, 48.824858944891844],\n",
    "    [12.04024144738159, 48.83198005307881],\n",
    "    [12.006769966371252, 49.16097358155085],\n",
    "    [10.989756517888907, 49.16815641449875],\n",
    "    [10.948052430339942, 49.88592726422476],\n",
    "    [10.596882802957197, 49.86398061258498],\n",
    "]\n",
    "\n",
    "shape6 = [\n",
    "    [13.29197987307927, 49.97728585641272],\n",
    "    [12.57111275146977, 49.97104094778115],\n",
    "    [13.222322323273431, 49.37725327518439],\n",
    "    [13.202971158951414, 48.903129615084254],\n",
    "    [13.827804957331438, 48.88340416595227],\n",
    "    [13.874384556433938, 49.40358865952578],\n",
    "    [14.605299546055448, 49.93197478940584],\n",
    "    [14.102062445091747, 49.98001098000407],\n",
    "    [13.624487089218775, 49.55461007587729],\n",
    "    [13.3099890365134, 49.97739580806973],\n",
    "]\n",
    "\n",
    "shape7 = [\n",
    "    [15.228965549991614, 49.730373613580525],\n",
    "    [15.230125323821682, 50.090633313563075],\n",
    "    [17.660387372585035, 50.06822116337625],\n",
    "    [17.577939895914568, 49.59398017760927],\n",
    "    [16.752386182433355, 49.64920447268295],\n",
    "    [16.58109059401943, 48.772986118860814],\n",
    "    [16.094304206428518, 48.79160176954642],\n",
    "    [16.185638387834643, 49.640410835320694],\n",
    "    [15.250602552532541, 49.68736034043533],\n",
    "]\n",
    "\n",
    "shape8 = [\n",
    "    [18.006103810711153, 49.874817453680265],\n",
    "    [17.872892800864577, 48.7751276419595],\n",
    "    [19.231045390320162, 48.68751356669205],\n",
    "    [19.286273043798417, 48.9720484447422],\n",
    "    [18.331513679782546, 49.02466456647059],\n",
    "    [18.4410677556115, 49.91883884509102],\n",
    "    [17.990407455442124, 49.9284320053506],\n",
    "]\n",
    "\n",
    "shape9 = [\n",
    "    [18.523099688262818, 49.91693240270905],\n",
    "    [19.571993355132093, 49.88820196224816],\n",
    "    [19.269541055964595, 48.99870007380369],\n",
    "    [18.989650825560034, 49.00717933216285],\n",
    "    [19.1721361339051, 49.67352579852684],\n",
    "    [18.42049036941708, 49.71965669030075],\n",
    "    [18.436899591803154, 49.93131406908293],\n",
    "]\n",
    "\n",
    "shape10 = [\n",
    "    [20.369665233263703, 48.68540724766882],\n",
    "    [20.390795716706066, 49.82142033684306],\n",
    "    [21.66474097162009, 49.77219361759094],\n",
    "    [21.599781134603887, 49.45580574399338],\n",
    "    [20.770239556798373, 49.481617120321545],\n",
    "    [20.773898383565665, 48.68594678666463],\n",
    "    [20.369665233263703, 48.68540724766882],\n",
    "]\n",
    "\n",
    "shape11 = [\n",
    "    [20.779400086097894, 49.266396683614516],\n",
    "    [21.291684316951347, 49.25582141560005],\n",
    "    [21.29255644055283, 49.462413633894414],\n",
    "    [21.60241816111113, 49.44412952745972],\n",
    "    [21.577574878322366, 49.16620350494162],\n",
    "    [20.792010318248543, 49.16233120403493],\n",
    "    [20.768637193550887, 49.273598233154075],\n",
    "]\n",
    "\n",
    "shape12 = [\n",
    "    [23.208137901360374, 49.651584260796994],\n",
    "    [22.09658437133257, 49.752545184049126],\n",
    "    [21.91802865423628, 48.67264127283525],\n",
    "    [23.391185304246818, 48.62884428299256],\n",
    "    [23.420678366377672, 48.95370738548149],\n",
    "    [22.47620509293023, 48.948108124274114],\n",
    "    [22.504379835652145, 49.154931298807696],\n",
    "    [23.380718740911448, 49.134280180441834],\n",
    "    [23.347965550435475, 49.36007407350195],\n",
    "    [22.508043914644247, 49.34861103718032],\n",
    "    [22.552065252592882, 49.49663569230876],\n",
    "    [23.44022825068265, 49.49121931651345],\n",
    "    [23.257411122842967, 49.664632737235905],\n",
    "]\n",
    "\n",
    "\n",
    "request_pattern = {\n",
    "    \"class\": \"od\",\n",
    "    \"stream\" : \"enfo\",\n",
    "    \"type\" : \"pf\",\n",
    "    \"date\" : -1,\n",
    "    \"time\" : \"1200\",\n",
    "    \"levtype\" : \"sfc\",\n",
    "    \"expver\" : 1,\n",
    "    \"domain\" : \"g\",\n",
    "    \"param\" : \"167\",\n",
    "    \"number\" : \"1\",\n",
    "    \"step\": \"0\",\n",
    "}\n",
    "\n",
    "chart = ekp.Map(domain=\"Europe\")\n",
    "\n",
    "for shape in [shape1, shape2, shape3, shape4, shape5, shape6, shape7, shape8, shape9, shape10, shape11, shape12]:\n",
    "\n",
    "    # retrive the given coverage from polytope and convert into Xarray\n",
    "    request = dict(**request_pattern)\n",
    "    request[\"feature\"] = {\"type\": \"polygon\", \"shape\": shape}\n",
    "\n",
    "    ds = ekd.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, \n",
    "                         address='polytope.ecmwf.int').to_xarray()\n",
    "\n",
    "    # add the Xarray dataset to the plot\n",
    "    chart.point_cloud(ds['2t'], x=\"x\", y=\"y\",s=0.1)\n",
    "\n",
    "# generate the plot\n",
    "chart.coastlines()\n",
    "chart.borders()\n",
    "chart.gridlines()\n",
    " \n",
    "chart.title(\"{variable_name} (number={number})\")\n",
    " \n",
    "chart.show()"
   ]
  }
 ],
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