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   "source": [
    "## Retrieving features with polytope"
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    "The :ref:`polytope <data-sources-polytope>` source provides access to the `Polytope web services <https://polytope.readthedocs.io/en/latest/>`_."
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   "source": [
    "### Timeseries Example"
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   "metadata": {},
   "source": [
    "The following example demonstrates the retrieval of a timeseries using polytope via earthkit-data. It also shows conversion to xarray and visualisation of the time sereis as a meteogram."
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      "2024-11-22 13:57:42 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "2024-11-22 13:57:42 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            \"expver: '0001'\\n\"\n",
      "            'feature:\\n'\n",
      "            '  axes: step\\n'\n",
      "            '  points:\\n'\n",
      "            '  - - -9.11\\n'\n",
      "            '    - 38.79\\n'\n",
      "            '  type: timeseries\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            'number: 1/to/50\\n'\n",
      "            'param: 164/167/169\\n'\n",
      "            'step: 0/to/360\\n'\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '0000'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-11-22 13:57:42 - INFO - Polytope user key found in session cache for user cgr\n",
      "2024-11-22 13:57:43 - INFO - Request accepted. Please poll ./b3ea404a-b95c-4056-a658-11524a350b79 for status\n",
      "2024-11-22 13:57:43 - INFO - Polytope user key found in session cache for user cgr\n",
      "2024-11-22 13:57:43 - INFO - Checking request status (./b3ea404a-b95c-4056-a658-11524a350b79)...\n",
      "2024-11-22 13:57:43 - INFO - The current status of the request is 'processing'\n",
      "2024-11-22 13:57:54 - INFO - The current status of the request is 'processed'\n"
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    "import earthkit.data\n",
    "\n",
    "LOCATION = ((-9.11, 38.79))\n",
    "\n",
    "request = {\n",
    "    \"class\": \"od\",\n",
    "    \"stream\" : \"enfo\",\n",
    "    \"type\" : \"pf\",\n",
    "    \"date\" : -1,\n",
    "    \"time\" : \"0000\",\n",
    "    \"levtype\" : \"sfc\",\n",
    "    \"expver\" : \"0001\", \n",
    "    \"domain\" : \"g\",\n",
    "    \"param\" : \"164/167/169\",\n",
    "    \"number\" : \"1/to/50\",\n",
    "    \"step\": \"0/to/360\",\n",
    "    \"feature\" : {\n",
    "        \"type\" : \"timeseries\",\n",
    "        \"points\": [[LOCATION[0], LOCATION[1]]],\n",
    "        \"axes\": \"step\",\n",
    "    },\n",
    "}\n",
    "\n",
    "ds = earthkit.data.from_source(\n",
    "    \"polytope\",\n",
    "    \"ecmwf-mars\",\n",
    "    request,\n",
    "    stream=False,\n",
    "    address='polytope.ecmwf.int',\n",
    ")"
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   "source": [
    "The collection being accessed is `ecmwf-mars`. The endpoint being accessed is the `polytope.ecmwf.int`."
   ]
  },
  {
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   "id": "e1118a78",
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   "source": [
    "A user can also convert the data to xarray in the following way:"
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   "execution_count": 2,
   "id": "07e0f8d8",
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       "    number:         1\n",
       "    stream:         enfo\n",
       "    type:           pf</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-280787bf-bf9c-4c65-a453-f930db301b87' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-280787bf-bf9c-4c65-a453-f930db301b87' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>x</span>: 1</li><li><span class='xr-has-index'>y</span>: 1</li><li><span class='xr-has-index'>z</span>: 1</li><li><span class='xr-has-index'>number</span>: 50</li><li><span class='xr-has-index'>datetime</span>: 1</li><li><span class='xr-has-index'>t</span>: 145</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-8e104a99-8d19-45cf-bacd-14ec6ee06538' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8e104a99-8d19-45cf-bacd-14ec6ee06538' class='xr-section-summary' >Coordinates: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.104</div><input id='attrs-957b1296-2841-454a-82ea-00fb2b65d8f2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-957b1296-2841-454a-82ea-00fb2b65d8f2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-731031be-48f1-4fc5-99fd-7749242d74bc' class='xr-var-data-in' type='checkbox'><label for='data-731031be-48f1-4fc5-99fd-7749242d74bc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-9.103691])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>38.81</div><input id='attrs-6cd19a00-775a-40a7-a514-0ea6ed2d6da9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6cd19a00-775a-40a7-a514-0ea6ed2d6da9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55f4ed54-f530-451d-88e6-5031446c4e95' class='xr-var-data-in' type='checkbox'><label for='data-55f4ed54-f530-451d-88e6-5031446c4e95' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([38.805195])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>z</span></div><div class='xr-var-dims'>(z)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-561acfc5-4f39-46d3-bf31-c43c9e6b0d8a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-561acfc5-4f39-46d3-bf31-c43c9e6b0d8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-353a8be8-f29f-482d-914f-acdfe5485f37' class='xr-var-data-in' type='checkbox'><label for='data-353a8be8-f29f-482d-914f-acdfe5485f37' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>number</span></div><div class='xr-var-dims'>(number)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1 2 3 4 5 6 7 ... 45 46 47 48 49 50</div><input id='attrs-36467fea-faee-46a2-bad3-843c2c286b0f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-36467fea-faee-46a2-bad3-843c2c286b0f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad2a0fd6-91c8-4933-a045-2c956bbcb910' class='xr-var-data-in' type='checkbox'><label for='data-ad2a0fd6-91c8-4933-a045-2c956bbcb910' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17, 18,\n",
       "       19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36,\n",
       "       37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>datetime</span></div><div class='xr-var-dims'>(datetime)</div><div class='xr-var-dtype'>&lt;U20</div><div class='xr-var-preview xr-preview'>&#x27;2024-11-21T00:00:00Z&#x27;</div><input id='attrs-9f7c3373-8cb5-4c46-8d68-68f54a38ee44' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9f7c3373-8cb5-4c46-8d68-68f54a38ee44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-97122d76-6956-4cb6-9abd-31a4321ba921' class='xr-var-data-in' type='checkbox'><label for='data-97122d76-6956-4cb6-9abd-31a4321ba921' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2024-11-21T00:00:00Z&#x27;], dtype=&#x27;&lt;U20&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>t</span></div><div class='xr-var-dims'>(t)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2024-11-21 ... 2024-12-06</div><input id='attrs-e74ce94f-2c23-4506-b9ad-09587b13e604' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e74ce94f-2c23-4506-b9ad-09587b13e604' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a674348-9565-4b33-bb20-7ce794d7aab7' class='xr-var-data-in' type='checkbox'><label for='data-6a674348-9565-4b33-bb20-7ce794d7aab7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2024-11-21T00:00:00.000000000&#x27;, &#x27;2024-11-21T01:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T02:00:00.000000000&#x27;, &#x27;2024-11-21T03:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T04:00:00.000000000&#x27;, &#x27;2024-11-21T05:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T06:00:00.000000000&#x27;, &#x27;2024-11-21T07:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T08:00:00.000000000&#x27;, &#x27;2024-11-21T09:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T10:00:00.000000000&#x27;, &#x27;2024-11-21T11:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T12:00:00.000000000&#x27;, &#x27;2024-11-21T13:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T14:00:00.000000000&#x27;, &#x27;2024-11-21T15:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T16:00:00.000000000&#x27;, &#x27;2024-11-21T17:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T18:00:00.000000000&#x27;, &#x27;2024-11-21T19:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T20:00:00.000000000&#x27;, &#x27;2024-11-21T21:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-21T22:00:00.000000000&#x27;, &#x27;2024-11-21T23:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T00:00:00.000000000&#x27;, &#x27;2024-11-22T01:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T02:00:00.000000000&#x27;, &#x27;2024-11-22T03:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T04:00:00.000000000&#x27;, &#x27;2024-11-22T05:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T06:00:00.000000000&#x27;, &#x27;2024-11-22T07:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T08:00:00.000000000&#x27;, &#x27;2024-11-22T09:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T10:00:00.000000000&#x27;, &#x27;2024-11-22T11:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T12:00:00.000000000&#x27;, &#x27;2024-11-22T13:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T14:00:00.000000000&#x27;, &#x27;2024-11-22T15:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T16:00:00.000000000&#x27;, &#x27;2024-11-22T17:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T18:00:00.000000000&#x27;, &#x27;2024-11-22T19:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T20:00:00.000000000&#x27;, &#x27;2024-11-22T21:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-22T22:00:00.000000000&#x27;, &#x27;2024-11-22T23:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T00:00:00.000000000&#x27;, &#x27;2024-11-23T01:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T02:00:00.000000000&#x27;, &#x27;2024-11-23T03:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T04:00:00.000000000&#x27;, &#x27;2024-11-23T05:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T06:00:00.000000000&#x27;, &#x27;2024-11-23T07:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T08:00:00.000000000&#x27;, &#x27;2024-11-23T09:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T10:00:00.000000000&#x27;, &#x27;2024-11-23T11:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T12:00:00.000000000&#x27;, &#x27;2024-11-23T13:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T14:00:00.000000000&#x27;, &#x27;2024-11-23T15:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T16:00:00.000000000&#x27;, &#x27;2024-11-23T17:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T18:00:00.000000000&#x27;, &#x27;2024-11-23T19:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T20:00:00.000000000&#x27;, &#x27;2024-11-23T21:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-23T22:00:00.000000000&#x27;, &#x27;2024-11-23T23:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-24T00:00:00.000000000&#x27;, &#x27;2024-11-24T01:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-24T02:00:00.000000000&#x27;, &#x27;2024-11-24T03:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-24T04:00:00.000000000&#x27;, &#x27;2024-11-24T05:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-24T06:00:00.000000000&#x27;, &#x27;2024-11-24T07:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-24T08:00:00.000000000&#x27;, &#x27;2024-11-24T09:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-24T10:00:00.000000000&#x27;, &#x27;2024-11-24T11:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-24T12:00:00.000000000&#x27;, &#x27;2024-11-24T13:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-24T14:00:00.000000000&#x27;, &#x27;2024-11-24T15:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-24T16:00:00.000000000&#x27;, &#x27;2024-11-24T17:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-24T18:00:00.000000000&#x27;, &#x27;2024-11-24T21:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-25T00:00:00.000000000&#x27;, &#x27;2024-11-25T03:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-25T06:00:00.000000000&#x27;, &#x27;2024-11-25T09:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-25T12:00:00.000000000&#x27;, &#x27;2024-11-25T15:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-25T18:00:00.000000000&#x27;, &#x27;2024-11-25T21:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-26T00:00:00.000000000&#x27;, &#x27;2024-11-26T03:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-26T06:00:00.000000000&#x27;, &#x27;2024-11-26T09:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-26T12:00:00.000000000&#x27;, &#x27;2024-11-26T15:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-26T18:00:00.000000000&#x27;, &#x27;2024-11-26T21:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-27T00:00:00.000000000&#x27;, &#x27;2024-11-27T06:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-27T12:00:00.000000000&#x27;, &#x27;2024-11-27T18:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-28T00:00:00.000000000&#x27;, &#x27;2024-11-28T06:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-28T12:00:00.000000000&#x27;, &#x27;2024-11-28T18:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-29T00:00:00.000000000&#x27;, &#x27;2024-11-29T06:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-29T12:00:00.000000000&#x27;, &#x27;2024-11-29T18:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-30T00:00:00.000000000&#x27;, &#x27;2024-11-30T06:00:00.000000000&#x27;,\n",
       "       &#x27;2024-11-30T12:00:00.000000000&#x27;, &#x27;2024-11-30T18:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-01T00:00:00.000000000&#x27;, &#x27;2024-12-01T06:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-01T12:00:00.000000000&#x27;, &#x27;2024-12-01T18:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-02T00:00:00.000000000&#x27;, &#x27;2024-12-02T06:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-02T12:00:00.000000000&#x27;, &#x27;2024-12-02T18:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-03T00:00:00.000000000&#x27;, &#x27;2024-12-03T06:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-03T12:00:00.000000000&#x27;, &#x27;2024-12-03T18:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-04T00:00:00.000000000&#x27;, &#x27;2024-12-04T06:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-04T12:00:00.000000000&#x27;, &#x27;2024-12-04T18:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-05T00:00:00.000000000&#x27;, &#x27;2024-12-05T06:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-05T12:00:00.000000000&#x27;, &#x27;2024-12-05T18:00:00.000000000&#x27;,\n",
       "       &#x27;2024-12-06T00:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-07c25816-d19f-47f0-8485-b977d5830375' class='xr-section-summary-in' type='checkbox'  checked><label for='section-07c25816-d19f-47f0-8485-b977d5830375' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>tcc</span></div><div class='xr-var-dims'>(x, y, z, number, datetime, t)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.9517 0.7635 ... 0.02795 0.2022</div><input id='attrs-2cf38011-c375-437b-a7a7-b7e1581041b7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2cf38011-c375-437b-a7a7-b7e1581041b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9d35b3e4-d175-49de-924b-a85fa5aef92c' class='xr-var-data-in' type='checkbox'><label for='data-9d35b3e4-d175-49de-924b-a85fa5aef92c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>Parameter</dd><dt><span>units :</span></dt><dd>(0 - 1)</dd><dt><span>long_name :</span></dt><dd>tcc</dd></dl></div><div class='xr-var-data'><pre>array([[[[[[0.95165634, 0.76351929, 0.59091187, ..., 0.20904541,\n",
       "            0.09591675, 0.41516113]],\n",
       "\n",
       "          [[0.85301614, 0.68188477, 0.17263794, ..., 1.        ,\n",
       "            0.46231079, 0.11276245]],\n",
       "\n",
       "          [[1.00000709, 0.9519043 , 0.89532471, ..., 0.25512695,\n",
       "            0.05493164, 1.        ]],\n",
       "\n",
       "          ...,\n",
       "\n",
       "          [[0.85180664, 0.91210938, 0.30609131, ..., 0.99926758,\n",
       "            0.99865723, 1.        ]],\n",
       "\n",
       "          [[0.8770752 , 0.90014648, 0.99642944, ..., 0.87478638,\n",
       "            0.37762451, 0.9994812 ]],\n",
       "\n",
       "          [[0.83294678, 0.9274292 , 0.8107605 , ..., 0.08496094,\n",
       "            0.0279541 , 0.20217896]]]]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>2t</span></div><div class='xr-var-dims'>(x, y, z, number, datetime, t)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>295.0 294.7 294.7 ... 299.1 297.2</div><input id='attrs-0757ef36-6e9c-44fc-89ac-71817456a44a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0757ef36-6e9c-44fc-89ac-71817456a44a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-98e5e92a-6f54-4319-8163-1290469279bd' class='xr-var-data-in' type='checkbox'><label for='data-98e5e92a-6f54-4319-8163-1290469279bd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>Parameter</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>long_name :</span></dt><dd>2t</dd></dl></div><div class='xr-var-data'><pre>array([[[[[[295.0209198 , 294.69139099, 294.74436951, ...,\n",
       "            306.49691772, 299.08657837, 297.46350098]],\n",
       "\n",
       "          [[296.09941101, 295.90414429, 295.71109009, ...,\n",
       "            305.59152222, 297.44534302, 296.39709473]],\n",
       "\n",
       "          [[295.99740601, 295.75842285, 295.31576538, ...,\n",
       "            305.70251465, 298.21641541, 296.78070068]],\n",
       "\n",
       "          ...,\n",
       "\n",
       "          [[296.0934906 , 295.89201355, 295.55075073, ...,\n",
       "            300.07055664, 297.09681702, 296.99128723]],\n",
       "\n",
       "          [[295.64602661, 295.27278137, 295.13446045, ...,\n",
       "            303.68763733, 298.10093689, 297.17063904]],\n",
       "\n",
       "          [[296.25773621, 295.95407104, 295.57229614, ...,\n",
       "            307.21607971, 299.14315796, 297.20730591]]]]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ssrd</span></div><div class='xr-var-dims'>(x, y, z, number, datetime, t)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 3.309e+08 3.309e+08</div><input id='attrs-4177b425-34ed-4b9a-adf4-14bfffc037ff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4177b425-34ed-4b9a-adf4-14bfffc037ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48c9d6a3-1059-4165-bf3e-12afda8ea363' class='xr-var-data-in' type='checkbox'><label for='data-48c9d6a3-1059-4165-bf3e-12afda8ea363' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>Parameter</dd><dt><span>units :</span></dt><dd>J m**-2</dd><dt><span>long_name :</span></dt><dd>ssrd</dd></dl></div><div class='xr-var-data'><pre>array([[[[[[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "            3.21175552e+08, 3.25304320e+08, 3.25304320e+08]],\n",
       "\n",
       "          [[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "            3.03939584e+08, 3.05807360e+08, 3.05807360e+08]],\n",
       "\n",
       "          [[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "            3.28630272e+08, 3.32677120e+08, 3.32677120e+08]],\n",
       "\n",
       "          ...,\n",
       "\n",
       "          [[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "            3.32382208e+08, 3.34954496e+08, 3.34954496e+08]],\n",
       "\n",
       "          [[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "            2.96288256e+08, 2.99515904e+08, 2.99515904e+08]],\n",
       "\n",
       "          [[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "            3.26926336e+08, 3.30891264e+08, 3.30891264e+08]]]]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2d78362d-9fec-4311-bdb7-f3c9aaa71f28' class='xr-section-summary-in' type='checkbox'  ><label for='section-2d78362d-9fec-4311-bdb7-f3c9aaa71f28' class='xr-section-summary' >Indexes: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>x</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-2ccae23a-531c-4187-a3ec-ea70cc6f7c96' class='xr-index-data-in' type='checkbox'/><label for='index-2ccae23a-531c-4187-a3ec-ea70cc6f7c96' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-9.103690510366], dtype=&#x27;float64&#x27;, name=&#x27;x&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>y</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8cf58926-46d9-4283-986b-b6d52ed63b22' class='xr-index-data-in' type='checkbox'/><label for='index-8cf58926-46d9-4283-986b-b6d52ed63b22' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([38.805194805195], dtype=&#x27;float64&#x27;, name=&#x27;y&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>z</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-60f65464-4803-4200-a914-96d33a3819a8' class='xr-index-data-in' type='checkbox'/><label for='index-60f65464-4803-4200-a914-96d33a3819a8' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0], dtype=&#x27;int64&#x27;, name=&#x27;z&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>number</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-83a11dc9-5ab8-4696-80ad-46ac87b265dc' class='xr-index-data-in' type='checkbox'/><label for='index-83a11dc9-5ab8-4696-80ad-46ac87b265dc' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17, 18,\n",
       "       19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36,\n",
       "       37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50],\n",
       "      dtype=&#x27;int64&#x27;, name=&#x27;number&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>datetime</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a94fb9eb-0653-4fe6-8620-61d91c49ace8' class='xr-index-data-in' type='checkbox'/><label for='index-a94fb9eb-0653-4fe6-8620-61d91c49ace8' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([&#x27;2024-11-21T00:00:00Z&#x27;], dtype=&#x27;object&#x27;, name=&#x27;datetime&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>t</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a8e06245-ede3-4be7-84a5-177b4ae137df' class='xr-index-data-in' type='checkbox'/><label for='index-a8e06245-ede3-4be7-84a5-177b4ae137df' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2024-11-21 00:00:00&#x27;, &#x27;2024-11-21 01:00:00&#x27;,\n",
       "               &#x27;2024-11-21 02:00:00&#x27;, &#x27;2024-11-21 03:00:00&#x27;,\n",
       "               &#x27;2024-11-21 04:00:00&#x27;, &#x27;2024-11-21 05:00:00&#x27;,\n",
       "               &#x27;2024-11-21 06:00:00&#x27;, &#x27;2024-11-21 07:00:00&#x27;,\n",
       "               &#x27;2024-11-21 08:00:00&#x27;, &#x27;2024-11-21 09:00:00&#x27;,\n",
       "               ...\n",
       "               &#x27;2024-12-03 18:00:00&#x27;, &#x27;2024-12-04 00:00:00&#x27;,\n",
       "               &#x27;2024-12-04 06:00:00&#x27;, &#x27;2024-12-04 12:00:00&#x27;,\n",
       "               &#x27;2024-12-04 18:00:00&#x27;, &#x27;2024-12-05 00:00:00&#x27;,\n",
       "               &#x27;2024-12-05 06:00:00&#x27;, &#x27;2024-12-05 12:00:00&#x27;,\n",
       "               &#x27;2024-12-05 18:00:00&#x27;, &#x27;2024-12-06 00:00:00&#x27;],\n",
       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;t&#x27;, length=145, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-de1e898f-a2a7-4326-b7a1-c8942b05a601' class='xr-section-summary-in' type='checkbox'  checked><label for='section-de1e898f-a2a7-4326-b7a1-c8942b05a601' class='xr-section-summary' >Attributes: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>class :</span></dt><dd>od</dd><dt><span>Forecast date :</span></dt><dd>2024-11-21T00:00:00Z</dd><dt><span>domain :</span></dt><dd>g</dd><dt><span>expver :</span></dt><dd>0001</dd><dt><span>levtype :</span></dt><dd>sfc</dd><dt><span>number :</span></dt><dd>1</dd><dt><span>stream :</span></dt><dd>enfo</dd><dt><span>type :</span></dt><dd>pf</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 176kB\n",
       "Dimensions:   (x: 1, y: 1, z: 1, number: 50, datetime: 1, t: 145)\n",
       "Coordinates:\n",
       "  * x         (x) float64 8B -9.104\n",
       "  * y         (y) float64 8B 38.81\n",
       "  * z         (z) int64 8B 0\n",
       "  * number    (number) int64 400B 1 2 3 4 5 6 7 8 9 ... 43 44 45 46 47 48 49 50\n",
       "  * datetime  (datetime) <U20 80B '2024-11-21T00:00:00Z'\n",
       "  * t         (t) datetime64[ns] 1kB 2024-11-21 ... 2024-12-06\n",
       "Data variables:\n",
       "    tcc       (x, y, z, number, datetime, t) float64 58kB 0.9517 ... 0.2022\n",
       "    2t        (x, y, z, number, datetime, t) float64 58kB 295.0 294.7 ... 297.2\n",
       "    ssrd      (x, y, z, number, datetime, t) float64 58kB 0.0 0.0 ... 3.309e+08\n",
       "Attributes:\n",
       "    class:          od\n",
       "    Forecast date:  2024-11-21T00:00:00Z\n",
       "    domain:         g\n",
       "    expver:         0001\n",
       "    levtype:        sfc\n",
       "    number:         1\n",
       "    stream:         enfo\n",
       "    type:           pf"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds.to_xarray()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f58a63b8",
   "metadata": {},
   "source": [
    "The following visualisation uses [earthkit-plots](https://earthkit-plots.readthedocs.io/en/latest/).\n",
    "\n",
    "<div style=\"padding: 20px; background-color: #ffdddd; border-left: 6px solid #f44336; margin-bottom: 15px; width: 95%;\">\n",
    "    <strong>Note</strong>: This notebook is rendered in many different ways depending on where you are viewing it (e.g. GitHub, Jupyter, readthedocs etc.). To maximise compatibility with many possible rendering methods, all interactive plots are rendered with <code>chart.show(renderer=\"png\")</code>, which removes all interactivity and only shows a PNG image render.<br><br>\n",
    "    If you are running this notebook in an interactive session yourself and would like to interact with the plots, remove the <code>renderer=\"png\"</code> argument from each call to <code>chart.show()</code>.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "631d01ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "def location_to_string(location):\n",
    "    \"\"\"\n",
    "    Converts latitude and longitude to a string representation with degrees\n",
    "    and N/S/E/W.\n",
    "    \"\"\"\n",
    "    (lat, lon) = location\n",
    "    lat_dir = \"N\" if lat >= 0 else \"S\"\n",
    "    lon_dir = \"E\" if lon >= 0 else \"W\"\n",
    "    return f\"{abs(lat):.2f}°{lat_dir}, {abs(lon):.2f}°{lon_dir}\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6ec3eb21",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from earthkit.plots.interactive import Chart\n",
    "\n",
    "TIME_FREQUENCY = \"6h\"\n",
    "QUANTILES = [0, 0.1, 0.25, 0.5, 0.75, 0.9, 1]\n",
    "\n",
    "chart = Chart()\n",
    "chart.title(f\"ECMWF ensemble meteogram at {location_to_string(LOCATION)}\")\n",
    "chart.box(ds, time_frequency=TIME_FREQUENCY, quantiles=QUANTILES)\n",
    "chart.line(ds,aggregation='mean', line_color='grey', time_frequency=TIME_FREQUENCY)\n",
    "chart.show(renderer=\"png\")  # Replace with chart.show() in an interactive session!"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "55d1ccec",
   "metadata": {},
   "source": [
    "### Area Extraction"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4167c573",
   "metadata": {},
   "source": [
    "This example retrieves data using the polygon feature. Here we extract the bounds of Portugal."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "25d99a60",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:polytope.api.Client.JAN97P: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.JAN97P:Creating Polytope client...\n",
      "2024-11-22 13:58:13 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.JAN97P:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-11-22 13:58:13 - INFO - Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            \"expver: '0001'\\n\"\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 41.870881288\\n'\n",
      "            '    - -8.879136\\n'\n",
      "            '  - - 41.694339317422646\\n'\n",
      "            '    - -8.824238614026456\\n'\n",
      "            '  - - 40.171924585721314\\n'\n",
      "            '    - -8.902386975546364\\n'\n",
      "            '  - - 38.75694209400925\\n'\n",
      "            '    - -9.493088042617785\\n'\n",
      "            '  - - 38.42424252381525\\n'\n",
      "            '    - -9.171674240710018\\n'\n",
      "            '  - - 38.49907333213173\\n'\n",
      "            '    - -8.676525850529856\\n'\n",
      "            '  - - 37.057269459205145\\n'\n",
      "            '    - -8.971873318897366\\n'\n",
      "            '  - - 37.162874354643776\\n'\n",
      "            '    - -7.406745406502978\\n'\n",
      "            '  - - 38.19776118392036\\n'\n",
      "            '    - -6.931663452624974\\n'\n",
      "            '  - - 38.4280922170291\\n'\n",
      "            '    - -7.321584397020473\\n'\n",
      "            '  - - 39.011852875635526\\n'\n",
      "            '    - -6.9787177479519755\\n'\n",
      "            '  - - 39.66227871551288\\n'\n",
      "            '    - -7.5393956904523804\\n'\n",
      "            '  - - 39.66568774825791\\n'\n",
      "            '    - -7.03915852435145\\n'\n",
      "            '  - - 40.0019453234905\\n'\n",
      "            '    - -6.883203763416162\\n'\n",
      "            '  - - 40.20373392742229\\n'\n",
      "            '    - -7.035724907677206\\n'\n",
      "            '  - - 40.350463990828985\\n'\n",
      "            '    - -6.8135246275213035\\n'\n",
      "            '  - - 41.030499770212515\\n'\n",
      "            '    - -6.905947651233703\\n'\n",
      "            '  - - 41.593647729084154\\n'\n",
      "            '    - -6.22847017956974\\n'\n",
      "            '  - - 41.67712153119277\\n'\n",
      "            '    - -6.544984134823352\\n'\n",
      "            '  - - 41.949682257268876\\n'\n",
      "            '    - -6.567927092516641\\n'\n",
      "            '  - - 41.96960294343674\\n'\n",
      "            '    - -7.1747800681640115\\n'\n",
      "            '  - - 41.88337981339092\\n'\n",
      "            '    - -7.196871678410446\\n'\n",
      "            '  - - 41.81334515396762\\n'\n",
      "            '    - -8.156666519264604\\n'\n",
      "            '  - - 42.14242723772878\\n'\n",
      "            '    - -8.205142297350534\\n'\n",
      "            '  - - 41.870881288\\n'\n",
      "            '    - -8.879136\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            'param: 167/169\\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.JAN97P:Sending request...\n",
      "{'request': 'class: od\\n'\n",
      "            'date: -1\\n'\n",
      "            'domain: g\\n'\n",
      "            \"expver: '0001'\\n\"\n",
      "            'feature:\\n'\n",
      "            '  shape:\\n'\n",
      "            '  - - 41.870881288\\n'\n",
      "            '    - -8.879136\\n'\n",
      "            '  - - 41.694339317422646\\n'\n",
      "            '    - -8.824238614026456\\n'\n",
      "            '  - - 40.171924585721314\\n'\n",
      "            '    - -8.902386975546364\\n'\n",
      "            '  - - 38.75694209400925\\n'\n",
      "            '    - -9.493088042617785\\n'\n",
      "            '  - - 38.42424252381525\\n'\n",
      "            '    - -9.171674240710018\\n'\n",
      "            '  - - 38.49907333213173\\n'\n",
      "            '    - -8.676525850529856\\n'\n",
      "            '  - - 37.057269459205145\\n'\n",
      "            '    - -8.971873318897366\\n'\n",
      "            '  - - 37.162874354643776\\n'\n",
      "            '    - -7.406745406502978\\n'\n",
      "            '  - - 38.19776118392036\\n'\n",
      "            '    - -6.931663452624974\\n'\n",
      "            '  - - 38.4280922170291\\n'\n",
      "            '    - -7.321584397020473\\n'\n",
      "            '  - - 39.011852875635526\\n'\n",
      "            '    - -6.9787177479519755\\n'\n",
      "            '  - - 39.66227871551288\\n'\n",
      "            '    - -7.5393956904523804\\n'\n",
      "            '  - - 39.66568774825791\\n'\n",
      "            '    - -7.03915852435145\\n'\n",
      "            '  - - 40.0019453234905\\n'\n",
      "            '    - -6.883203763416162\\n'\n",
      "            '  - - 40.20373392742229\\n'\n",
      "            '    - -7.035724907677206\\n'\n",
      "            '  - - 40.350463990828985\\n'\n",
      "            '    - -6.8135246275213035\\n'\n",
      "            '  - - 41.030499770212515\\n'\n",
      "            '    - -6.905947651233703\\n'\n",
      "            '  - - 41.593647729084154\\n'\n",
      "            '    - -6.22847017956974\\n'\n",
      "            '  - - 41.67712153119277\\n'\n",
      "            '    - -6.544984134823352\\n'\n",
      "            '  - - 41.949682257268876\\n'\n",
      "            '    - -6.567927092516641\\n'\n",
      "            '  - - 41.96960294343674\\n'\n",
      "            '    - -7.1747800681640115\\n'\n",
      "            '  - - 41.88337981339092\\n'\n",
      "            '    - -7.196871678410446\\n'\n",
      "            '  - - 41.81334515396762\\n'\n",
      "            '    - -8.156666519264604\\n'\n",
      "            '  - - 42.14242723772878\\n'\n",
      "            '    - -8.205142297350534\\n'\n",
      "            '  - - 41.870881288\\n'\n",
      "            '    - -8.879136\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            \"number: '1'\\n\"\n",
      "            'param: 167/169\\n'\n",
      "            \"step: '0'\\n\"\n",
      "            'stream: enfo\\n'\n",
      "            \"time: '1200'\\n\"\n",
      "            'type: pf\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-11-22 13:58:13 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.JAN97P:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.JAN97P: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: '0001'\\nfeature:\\n  shape:\\n  - - 41.870881288\\n    - -8.879136\\n  - - 41.694339317422646\\n    - -8.824238614026456\\n  - - 40.171924585721314\\n    - -8.902386975546364\\n  - - 38.75694209400925\\n    - -9.493088042617785\\n  - - 38.42424252381525\\n    - -9.171674240710018\\n  - - 38.49907333213173\\n    - -8.676525850529856\\n  - - 37.057269459205145\\n    - -8.971873318897366\\n  - - 37.162874354643776\\n    - -7.406745406502978\\n  - - 38.19776118392036\\n    - -6.931663452624974\\n  - - 38.4280922170291\\n    - -7.321584397020473\\n  - - 39.011852875635526\\n    - -6.9787177479519755\\n  - - 39.66227871551288\\n    - -7.5393956904523804\\n  - - 39.66568774825791\\n    - -7.03915852435145\\n  - - 40.0019453234905\\n    - -6.883203763416162\\n  - - 40.20373392742229\\n    - -7.035724907677206\\n  - - 40.350463990828985\\n    - -6.8135246275213035\\n  - - 41.030499770212515\\n    - -6.905947651233703\\n  - - 41.593647729084154\\n    - -6.22847017956974\\n  - - 41.67712153119277\\n    - -6.544984134823352\\n  - - 41.949682257268876\\n    - -6.567927092516641\\n  - - 41.96960294343674\\n    - -7.1747800681640115\\n  - - 41.88337981339092\\n    - -7.196871678410446\\n  - - 41.81334515396762\\n    - -8.156666519264604\\n  - - 42.14242723772878\\n    - -8.205142297350534\\n  - - 41.870881288\\n    - -8.879136\\n  type: polygon\\nlevtype: sfc\\nnumber: '1'\\nparam: 167/169\\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.JAN97P:Polytope client received HTTP SUCCESS (202)\n",
      "2024-11-22 13:58:13 - INFO - Request accepted. Please poll ./4117ab79-8ec4-4e48-8b09-66851ae264e1 for status\n",
      "INFO:polytope.api.Client.JAN97P:Request accepted. Please poll ./4117ab79-8ec4-4e48-8b09-66851ae264e1 for status\n",
      "DEBUG:polytope.api.Client.JAN97P:Server message: Request queued\n",
      "2024-11-22 13:58:13 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.JAN97P:Polytope user key found in session cache for user cgr\n",
      "2024-11-22 13:58:13 - INFO - Checking request status (./4117ab79-8ec4-4e48-8b09-66851ae264e1)...\n",
      "INFO:polytope.api.Client.JAN97P:Checking request status (./4117ab79-8ec4-4e48-8b09-66851ae264e1)...\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./4117ab79-8ec4-4e48-8b09-66851ae264e1\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/4117ab79-8ec4-4e48-8b09-66851ae264e1 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client received HTTP SUCCESS (202)\n",
      "2024-11-22 13:58:13 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.JAN97P:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.JAN97P:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./4117ab79-8ec4-4e48-8b09-66851ae264e1\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/4117ab79-8ec4-4e48-8b09-66851ae264e1 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./4117ab79-8ec4-4e48-8b09-66851ae264e1\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/4117ab79-8ec4-4e48-8b09-66851ae264e1 HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./4117ab79-8ec4-4e48-8b09-66851ae264e1\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/4117ab79-8ec4-4e48-8b09-66851ae264e1 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client received HTTP SUCCESS (202)\n",
      "2024-11-22 13:58:14 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.JAN97P:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.JAN97P:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./4117ab79-8ec4-4e48-8b09-66851ae264e1\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/4117ab79-8ec4-4e48-8b09-66851ae264e1 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./4117ab79-8ec4-4e48-8b09-66851ae264e1\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/4117ab79-8ec4-4e48-8b09-66851ae264e1 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./4117ab79-8ec4-4e48-8b09-66851ae264e1\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/4117ab79-8ec4-4e48-8b09-66851ae264e1 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./4117ab79-8ec4-4e48-8b09-66851ae264e1\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/4117ab79-8ec4-4e48-8b09-66851ae264e1 HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./4117ab79-8ec4-4e48-8b09-66851ae264e1\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/4117ab79-8ec4-4e48-8b09-66851ae264e1 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/4117ab79-8ec4-4e48-8b09-66851ae264e1.covjson HTTP/1.1\" 200 72919\n",
      "DEBUG:polytope.api.Client.JAN97P:Polytope client received HTTP SUCCESS (200)\n",
      "2024-11-22 13:58:17 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.JAN97P: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/4117ab79-8ec4-4e48-8b09-66851ae264e1.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "4117ab79-8ec4-4e48-8b09-66851ae264e1.covjson:   0%|          | 0.00/71.2k [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/4117ab79-8ec4-4e48-8b09-66851ae264e1.covjson HTTP/1.1\" 200 72919\n"
     ]
    }
   ],
   "source": [
    "import earthkit.data\n",
    "\n",
    "request = {\n",
    "    \"class\": \"od\",\n",
    "    \"stream\" : \"enfo\",\n",
    "    \"type\" : \"pf\",\n",
    "    \"date\" : -1,  # Note: date must be within the last two days\n",
    "    \"time\" : \"1200\",\n",
    "    \"levtype\" : \"sfc\",\n",
    "    \"expver\" : \"0001\",\n",
    "    \"domain\" : \"g\",\n",
    "    \"param\" : \"167/169\",\n",
    "    \"number\" : \"1\",\n",
    "    \"step\": \"0\",\n",
    "    \"feature\": {\n",
    "        \"type\": \"polygon\",\n",
    "        \"shape\": [[41.870881288,-8.8791360], [41.694339317422646, -8.824238614026456], [40.171924585721314, -8.902386975546364], [38.75694209400925, -9.493088042617785], [38.42424252381525, -9.171674240710018], [38.49907333213173, -8.676525850529856], [37.057269459205145, -8.971873318897366], [37.162874354643776, -7.406745406502978], [38.19776118392036, -6.931663452624974], [38.4280922170291, -7.321584397020473], [39.011852875635526, -6.9787177479519755], [39.66227871551288, -7.5393956904523804], [39.66568774825791, -7.03915852435145], [40.0019453234905, -6.883203763416162], [40.20373392742229, -7.035724907677206], [40.350463990828985, -6.8135246275213035], [41.030499770212515, -6.905947651233703], [41.593647729084154, -6.22847017956974], [41.67712153119277, -6.544984134823352], [41.949682257268876, -6.567927092516641], [41.96960294343674, -7.1747800681640115], [41.88337981339092, -7.196871678410446], [41.81334515396762,-8.156666519264604], [42.14242723772878, -8.205142297350534], [41.870881288,-8.8791360]],\n",
    "    },\n",
    "}\n",
    "\n",
    "ds = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1b86be8c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import earthkit.plots\n",
    "\n",
    "da = ds.to_xarray()\n",
    "chart = earthkit.plots.Map(domain=\"Portugal\")\n",
    "chart.point_cloud(da['2t'], x=\"y\", y=\"x\")\n",
    "\n",
    "chart.coastlines()\n",
    "chart.borders()\n",
    "chart.gridlines()\n",
    "\n",
    "chart.title(\"{variable_name} (number={number})\")\n",
    "\n",
    "chart.legend()\n",
    "\n",
    "chart.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a70431b0",
   "metadata": {},
   "source": [
    "### Country Cut-Out Example"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ded53a3",
   "metadata": {},
   "source": [
    "In this example we use earthkit-geo to retrieve cut-outs of various European countries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0bd86661",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/homebrew/Caskroom/miniforge/base/envs/dev_ecc/lib/python3.10/site-packages/cartopy/io/__init__.py:241: DownloadWarning:\n",
      "\n",
      "Downloading: https://naturalearth.s3.amazonaws.com/50m_cultural/ne_50m_admin_0_map_units.zip\n",
      "\n",
      "WARNING:fiona._env:/Users/cgr/.local/share/cartopy/shapefiles/natural_earth/cultural/ne_50m_admin_0_map_units.shp contains polygon(s) with rings with invalid winding order. Autocorrecting them, but that shapefile should be corrected using ogr2ogr for example.\n",
      "DEBUG:polytope.api.Client.LAEQE3: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.LAEQE3:Creating Polytope client...\n",
      "2024-11-22 13:58:21 - INFO - Key read from /Users/cgr/.polytopeapirc\n",
      "INFO:polytope.api.Client.LAEQE3:Key read from /Users/cgr/.polytopeapirc\n",
      "2024-11-22 13:58:21 - INFO - Sending request...\n",
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      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
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      "            '- 167\\n'\n",
      "            'step: 0\\n'\n",
      "            'stream: oper\\n'\n",
      "            'time: 0\\n'\n",
      "            'type: fc\\n',\n",
      " 'verb': 'retrieve'}\n",
      "INFO:polytope.api.Client.LAEQE3:Sending request...\n",
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      "            '      - 10.285742187500006\\n'\n",
      "            '    - - 42.822314453124996\\n'\n",
      "            '      - 10.358984375000006\\n'\n",
      "            '    - - 42.858154296875\\n'\n",
      "            '      - 10.395117187500006\\n'\n",
      "            '    - - 42.819189453125\\n'\n",
      "            '      - 10.428320312500006\\n'\n",
      "            '    - - 42.79658203125\\n'\n",
      "            '      - 10.432226562500006\\n'\n",
      "            '    - - 42.77099609375\\n'\n",
      "            '      - 10.409960937500017\\n'\n",
      "            '    - - 42.713183593749996\\n'\n",
      "            '      - 10.419335937500023\\n'\n",
      "            '    - - 42.761132812499994\\n'\n",
      "            '      - 10.335644531250011\\n'\n",
      "            '  type: polygon\\n'\n",
      "            'levtype: sfc\\n'\n",
      "            'param:\\n'\n",
      "            '- 167\\n'\n",
      "            'step: 0\\n'\n",
      "            'stream: oper\\n'\n",
      "            'time: 0\\n'\n",
      "            'type: fc\\n',\n",
      " 'verb': 'retrieve'}\n",
      "2024-11-22 13:58:21 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.LAEQE3:Polytope user key found in session cache for user cgr\n",
      "DEBUG:polytope.api.Client.LAEQE3: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: 0\\nexpver: 1\\nfeature:\\n  shape:\\n  - - - 27.761474609375\\n      - -18.160546874999994\\n    - - 27.768115234374996\\n      - -18.043359374999994\\n    - - 27.850146484374996\\n      - -17.924511718749983\\n    - - 27.8095703125\\n      - -17.887939453125\\n    - - 27.646386718749994\\n      - -17.984765624999994\\n    - - 27.707470703124997\\n      - -18.106591796874994\\n    - - 27.727929687499994\\n      - -18.135937499999983\\n    - - 27.761474609375\\n      - -18.160546874999994\\n  - - - 27.810693359374994\\n      - -15.436767578125\\n    - - 27.746972656249994\\n      - -15.559374999999989\\n    - - 27.7583984375\\n      - -15.65576171875\\n    - - 27.784082031249994\\n      - -15.710302734374977\\n    - - 27.887548828125\\n      - -15.807324218749983\\n    - - 27.994482421875\\n      - -15.809472656249994\\n    - 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- 42.858154296875\\n      - 10.395117187500006\\n    - - 42.819189453125\\n      - 10.428320312500006\\n    - - 42.79658203125\\n      - 10.432226562500006\\n    - - 42.77099609375\\n      - 10.409960937500017\\n    - - 42.713183593749996\\n      - 10.419335937500023\\n    - - 42.761132812499994\\n      - 10.335644531250011\\n  type: polygon\\nlevtype: sfc\\nparam:\\n- 167\\nstep: 0\\nstream: oper\\ntime: 0\\ntype: fc\\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.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "2024-11-22 13:58:21 - INFO - Request accepted. Please poll ./253270ad-c552-431f-9b8c-f279b9ae7d0d for status\n",
      "INFO:polytope.api.Client.LAEQE3:Request accepted. Please poll ./253270ad-c552-431f-9b8c-f279b9ae7d0d for status\n",
      "DEBUG:polytope.api.Client.LAEQE3:Server message: Request queued\n",
      "2024-11-22 13:58:21 - INFO - Polytope user key found in session cache for user cgr\n",
      "INFO:polytope.api.Client.LAEQE3:Polytope user key found in session cache for user cgr\n",
      "2024-11-22 13:58:21 - INFO - Checking request status (./253270ad-c552-431f-9b8c-f279b9ae7d0d)...\n",
      "INFO:polytope.api.Client.LAEQE3:Checking request status (./253270ad-c552-431f-9b8c-f279b9ae7d0d)...\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 49\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "2024-11-22 13:58:21 - INFO - The current status of the request is 'queued'\n",
      "INFO:polytope.api.Client.LAEQE3:The current status of the request is 'queued'\n",
      "DEBUG:polytope.api.Client.LAEQE3:Server message: Request queued\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "2024-11-22 13:58:21 - INFO - The current status of the request is 'processing'\n",
      "INFO:polytope.api.Client.LAEQE3:The current status of the request is 'processing'\n",
      "DEBUG:polytope.api.Client.LAEQE3:Server message: Request processing\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 202 57\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (202)\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/./253270ad-c552-431f-9b8c-f279b9ae7d0d\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/253270ad-c552-431f-9b8c-f279b9ae7d0d HTTP/1.1\" 303 177\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/253270ad-c552-431f-9b8c-f279b9ae7d0d.covjson HTTP/1.1\" 200 929927\n",
      "DEBUG:polytope.api.Client.LAEQE3:Polytope client received HTTP SUCCESS (200)\n",
      "2024-11-22 13:58:33 - INFO - The current status of the request is 'processed'\n",
      "INFO:polytope.api.Client.LAEQE3: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/253270ad-c552-431f-9b8c-f279b9ae7d0d.covjson HTTP/1.1\" 200 0\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "253270ad-c552-431f-9b8c-f279b9ae7d0d.covjson:   0%|          | 0.00/908k [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/253270ad-c552-431f-9b8c-f279b9ae7d0d.covjson HTTP/1.1\" 200 929927\n"
     ]
    }
   ],
   "source": [
    "import earthkit\n",
    "import earthkit.plots\n",
    "import earthkit.geo.cartography\n",
    "\n",
    "countries = [\"France\", \"Italy\", \"Spain\"] # List of countries\n",
    "\n",
    "shapes = earthkit.geo.cartography.country_polygons(countries, resolution=50e6)\n",
    "\n",
    "request = { \"class\": \"od\", \"stream\" : \"oper\", \"type\" : \"fc\", \"levtype\" : \"sfc\",\n",
    "    \"date\" : 0,\n",
    "    \"time\" : 0,\n",
    "    \"expver\" : 1,\n",
    "    \"param\" : [ 167 ],\n",
    "    \"step\": 0,\n",
    "    \"feature\": {\n",
    "        \"type\": \"polygon\",\n",
    "        \"shape\": shapes,\n",
    "    },\n",
    "}\n",
    "\n",
    "ds = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "69447fa4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xa = ds.to_xarray()\n",
    "\n",
    "chart = earthkit.plots.Map(domain=countries)\n",
    "chart.point_cloud(xa['2t'], x=\"y\", y=\"x\")\n",
    "chart.coastlines()\n",
    "chart.borders()\n",
    "chart.gridlines()\n",
    "chart.legend()\n",
    "chart.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2f746b39",
   "metadata": {},
   "source": [
    "For further examples of using polytope go to https://polytope.readthedocs.io/en/latest/Service/Examples/examples/"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}