diff --git a/docs/examples/03_polytope_timeseries.ipynb b/docs/examples/03_polytope_timeseries.ipynb new file mode 100644 index 0000000..c8c1eed --- /dev/null +++ b/docs/examples/03_polytope_timeseries.ipynb @@ -0,0 +1,7377 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-09-19 15:19:23 - INFO - Key read from /home/maaw/.polytopeapirc\n", + "2024-09-19 15:19:23 - INFO - Sending request...\n", + "{'request': 'class: od\\n'\n", + " \"date: '20240917'\\n\"\n", + " 'domain: g\\n'\n", + " 'expver: 0079\\n'\n", + " 'feature:\\n'\n", + " ' axis: step\\n'\n", + " ' points:\\n'\n", + " ' - - -9.109280931080349\\n'\n", + " ' - 38.78655345978706\\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", + "2024-09-19 15:19:23 - INFO - Polytope user key found in session cache for user maaw\n", + "2024-09-19 15:19:24 - INFO - Request accepted. Please poll ../requests/93457f02-9fd0-46f7-8a42-0f80bfd80af9 for status\n", + "2024-09-19 15:19:24 - INFO - Polytope user key found in session cache for user maaw\n", + "2024-09-19 15:19:24 - INFO - Checking request status (../requests/93457f02-9fd0-46f7-8a42-0f80bfd80af9)...\n", + "2024-09-19 15:19:24 - INFO - The current status of the request is 'queued'\n", + "2024-09-19 15:19:25 - INFO - The current status of the request is 'processing'\n", + "2024-09-19 15:20:16 - INFO - The current status of the request is 'processed'\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "4016a9b2bc9643a0983e31eeeda091a7", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "93457f02-9fd0-46f7-8a42-0f80bfd80af9.grib: 0%| | 0.00/547k [00:00\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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"black", + "showgrid": true, + "showline": true, + "title": { + "text": "(0 - 1)" + }, + "zeroline": false + }, + "yaxis2": { + "anchor": "x2", + "domain": [ + 0.3888888888888889, + 0.6111111111111112 + ], + "gridcolor": "#EEEEEE", + "linecolor": "black", + "showgrid": true, + "showline": true, + "title": { + "text": "K" + }, + "zeroline": false + }, + "yaxis3": { + "anchor": "x3", + "domain": [ + 0, + 0.22222222222222224 + ], + "gridcolor": "#EEEEEE", + "linecolor": "black", + "showgrid": true, + "showline": true, + "title": { + "text": "J m**-2" + }, + "zeroline": false + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "19a9a2e4e3f14e3e8db1277382ea5243", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import ipywidgets as widgets\n", + "import earthkit.plots\n", + "import earthkit.data\n", + "\n", + "TIME_FREQUENCY = \"6H\"\n", + "\n", + "def f():\n", + " data = ds\n", + " chart = earthkit.plots.Chart()\n", + " chart.box(data, time_frequency=TIME_FREQUENCY)\n", + " chart.line(data, time_frequency=TIME_FREQUENCY, aggregation=\"mean\", line_color=\"purple\")\n", + " chart.show()\n", + "\n", + "out = widgets.interactive_output(f, {})\n", + "display(out)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "polytope_venv", + "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": "3.11.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/examples/04_vertical_profile.ipynb b/docs/examples/04_vertical_profile.ipynb new file mode 100644 index 0000000..7d286bf --- /dev/null +++ b/docs/examples/04_vertical_profile.ipynb @@ -0,0 +1,653 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "DEBUG:polytope.api.Client.AFDAM3:Gathered Polytope client configuration:\n", + "{'address': 'polytope.ecmwf.int',\n", + " 'insecure': False,\n", + " 'key_path': PosixPath('/home/maaw/.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': 'maaw',\n", + " 'verbose': False}\n", + "DEBUG:polytope.api.Client.AFDAM3:Creating Polytope client...\n", + "2024-09-19 13:13:49 - INFO - Key read from /home/maaw/.polytopeapirc\n", + "INFO:polytope.api.Client.AFDAM3:Key read from /home/maaw/.polytopeapirc\n", + "2024-09-19 13:13:49 - INFO - Sending request...\n", + "{'request': 'class: od\\n'\n", + " \"date: '20240918'\\n\"\n", + " 'domain: g\\n'\n", + " 'expver: 0079\\n'\n", + " 'feature:\\n'\n", + " ' points:\\n'\n", + " ' - - 38.9\\n'\n", + " ' - -9.1\\n'\n", + " ' type: verticalprofile\\n'\n", + " 'levelist: 1/to/1000\\n'\n", + " 'levtype: pl\\n'\n", + " \"number: '1'\\n\"\n", + " 'param: 203/133\\n'\n", + " \"step: '0'\\n\"\n", + " 'stream: enfo\\n'\n", + " \"time: '0000'\\n\"\n", + " 'type: pf\\n',\n", + " 'verb': 'retrieve'}\n", + "INFO:polytope.api.Client.AFDAM3:Sending request...\n", + "{'request': 'class: od\\n'\n", + " \"date: '20240918'\\n\"\n", + " 'domain: g\\n'\n", + " 'expver: 0079\\n'\n", + " 'feature:\\n'\n", + " ' points:\\n'\n", + " ' - - 38.9\\n'\n", + " ' - -9.1\\n'\n", + " ' type: verticalprofile\\n'\n", + " 'levelist: 1/to/1000\\n'\n", + " 'levtype: pl\\n'\n", + " \"number: '1'\\n\"\n", + " 'param: 203/133\\n'\n", + " \"step: '0'\\n\"\n", + " 'stream: enfo\\n'\n", + " \"time: '0000'\\n\"\n", + " 'type: pf\\n',\n", + " 'verb': 'retrieve'}\n", + "2024-09-19 13:13:49 - INFO - Polytope user key found in session cache for user maaw\n", + "INFO:polytope.api.Client.AFDAM3:Polytope user key found in session cache for user maaw\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: '20240918'\\ndomain: g\\nexpver: 0079\\nfeature:\\n points:\\n - - 38.9\\n - -9.1\\n type: verticalprofile\\nlevelist: 1/to/1000\\nlevtype: pl\\nnumber: '1'\\nparam: 203/133\\nstep: '0'\\nstream: enfo\\ntime: '0000'\\ntype: pf\\n\"}}\n", + "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): polytope.ecmwf.int:443\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/11\" 202 49\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client received HTTP SUCCESS (202)\n", + "2024-09-19 13:13:50 - INFO - Request accepted. Please poll ../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f for status\n", + "INFO:polytope.api.Client.AFDAM3:Request accepted. Please poll ../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f for status\n", + "DEBUG:polytope.api.Client.AFDAM3:Server message: Request queued\n", + "2024-09-19 13:13:50 - INFO - Polytope user key found in session cache for user maaw\n", + "INFO:polytope.api.Client.AFDAM3:Polytope user key found in session cache for user maaw\n", + "2024-09-19 13:13:50 - INFO - Checking request status (../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f)...\n", + "INFO:polytope.api.Client.AFDAM3:Checking request status (../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f)...\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/1387e47f-ed3f-4163-a02c-0ffe28d57f5f HTTP/11\" 202 49\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client received HTTP SUCCESS (202)\n", + "2024-09-19 13:13:50 - INFO - The current status of the request is 'queued'\n", + "INFO:polytope.api.Client.AFDAM3:The current status of the request is 'queued'\n", + "DEBUG:polytope.api.Client.AFDAM3:Server message: Request queued\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/1387e47f-ed3f-4163-a02c-0ffe28d57f5f HTTP/11\" 202 57\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client received HTTP SUCCESS (202)\n", + "2024-09-19 13:13:51 - INFO - The current status of the request is 'processing'\n", + "INFO:polytope.api.Client.AFDAM3:The current status of the request is 'processing'\n", + "DEBUG:polytope.api.Client.AFDAM3:Server message: Request processing\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/1387e47f-ed3f-4163-a02c-0ffe28d57f5f HTTP/11\" 202 57\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client received HTTP SUCCESS (202)\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/1387e47f-ed3f-4163-a02c-0ffe28d57f5f HTTP/11\" 202 57\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client received HTTP SUCCESS (202)\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/1387e47f-ed3f-4163-a02c-0ffe28d57f5f HTTP/11\" 202 57\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client received HTTP SUCCESS (202)\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/1387e47f-ed3f-4163-a02c-0ffe28d57f5f HTTP/11\" 202 57\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client received HTTP SUCCESS (202)\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/1387e47f-ed3f-4163-a02c-0ffe28d57f5f\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/1387e47f-ed3f-4163-a02c-0ffe28d57f5f HTTP/11\" 303 173\n", + "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): downloads.polytope.ecmwf.int:443\n", + "DEBUG:urllib3.connectionpool:https://downloads.polytope.ecmwf.int:443 \"GET /default/1387e47f-ed3f-4163-a02c-0ffe28d57f5f.grib HTTP/11\" 200 3404\n", + "DEBUG:polytope.api.Client.AFDAM3:Polytope client received HTTP SUCCESS (200)\n", + "2024-09-19 13:13:54 - INFO - The current status of the request is 'processed'\n", + "INFO:polytope.api.Client.AFDAM3:The current status of the request is 'processed'\n", + "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): downloads.polytope.ecmwf.int:443\n", + "DEBUG:urllib3.connectionpool:https://downloads.polytope.ecmwf.int:443 \"HEAD /default/1387e47f-ed3f-4163-a02c-0ffe28d57f5f.grib HTTP/11\" 200 0\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "11ab00d7b8614d03a316cbeb8c3d37fb", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "1387e47f-ed3f-4163-a02c-0ffe28d57f5f.grib: 0%| | 0.00/3.32k [00:00\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:  (x: 1, y: 1, t: 1, number: 1, z: 22)\n",
+       "Coordinates:\n",
+       "  * x        (x) float64 38.91\n",
+       "  * y        (y) float64 350.9\n",
+       "  * t        (t) <U20 '2024-09-18T00:00:00Z'\n",
+       "  * number   (number) int64 1\n",
+       "  * z        (z) int64 1 2 3 5 7 10 20 30 ... 300 400 500 600 700 850 925 1000\n",
+       "Data variables:\n",
+       "    q        (x, y, t, number, z) float64 4.112e-06 4.091e-06 ... 0.006511\n",
+       "    o3       (x, y, t, number, z) float64 4.657e-06 8.39e-06 ... 7.385e-08\n",
+       "Attributes:\n",
+       "    class:    od\n",
+       "    domain:   g\n",
+       "    expver:   0079\n",
+       "    levtype:  pl\n",
+       "    number:   1\n",
+       "    stream:   enfo\n",
+       "    type:     pf
" + ], + "text/plain": [ + "\n", + "Dimensions: (x: 1, y: 1, t: 1, number: 1, z: 22)\n", + "Coordinates:\n", + " * x (x) float64 38.91\n", + " * y (y) float64 350.9\n", + " * t (t) \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:    (datetimes: 1, number: 1, steps: 1, points: 1093)\n",
+       "Coordinates:\n",
+       "  * datetimes  (datetimes) <U20 '2024-09-17T12:00:00Z'\n",
+       "  * number     (number) int64 1\n",
+       "  * steps      (steps) int64 0\n",
+       "  * points     (points) int64 0 1 2 3 4 5 6 ... 1087 1088 1089 1090 1091 1092\n",
+       "    x          (points) float64 37.08 37.08 37.08 37.15 ... 42.0 42.0 42.0 42.07\n",
+       "    y          (points) float64 351.1 351.2 351.3 351.1 ... 351.6 351.7 351.7\n",
+       "    z          (points) float64 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0\n",
+       "Data variables:\n",
+       "    2t         (datetimes, number, steps, points) float64 298.7 298.0 ... 297.4\n",
+       "    ssrd       (datetimes, number, steps, points) float64 0.0 0.0 ... 0.0 0.0\n",
+       "Attributes:\n",
+       "    class:          od\n",
+       "    Forecast date:  2024-09-17T12:00:00Z\n",
+       "    domain:         g\n",
+       "    expver:         0079\n",
+       "    levtype:        sfc\n",
+       "    number:         1\n",
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+       "    type:           pf\n",
+       "    date:           2024-09-17T12:00:00Z
" + ], + "text/plain": [ + "\n", + "Dimensions: (datetimes: 1, number: 1, steps: 1, points: 1093)\n", + "Coordinates:\n", + " * datetimes (datetimes) " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "da = ds.to_xarray()\n", + "import earthkit.plots\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": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "DEBUG:polytope.api.Client.XMQRFQ:Gathered Polytope client configuration:\n", + "{'address': 'polytope.ecmwf.int',\n", + " 'insecure': False,\n", + " 'key_path': PosixPath('/home/maaw/.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': 'maaw',\n", + " 'verbose': False}\n", + "DEBUG:polytope.api.Client.XMQRFQ:Creating Polytope client...\n", + "2024-09-19 10:50:08 - INFO - Key read from /home/maaw/.polytopeapirc\n", + "INFO:polytope.api.Client.XMQRFQ:Key read from /home/maaw/.polytopeapirc\n", + "2024-09-19 10:50:08 - INFO - Sending request...\n", + "{'request': 'class: od\\n'\n", + " \"date: '20240917'\\n\"\n", + " 'domain: g\\n'\n", + " 'expver: 0079\\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", + "INFO:polytope.api.Client.XMQRFQ:Sending request...\n", + "{'request': 'class: od\\n'\n", + " \"date: '20240917'\\n\"\n", + " 'domain: g\\n'\n", + " 'expver: 0079\\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", + "2024-09-19 10:50:08 - INFO - Polytope user key found in session cache for user maaw\n", + "INFO:polytope.api.Client.XMQRFQ:Polytope user key found in session cache for user maaw\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client attempting HTTP POST https://polytope.ecmwf.int:443/api/v1/requests/ecmwf-mars\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, 'json': {'verb': 'retrieve', 'request': \"class: od\\ndate: '20240917'\\ndomain: g\\nexpver: 0079\\nfeature:\\n shape:\\n - - 7.258763811234218\\n - 48.793723130601535\\n - - 7.168488316250347\\n - 49.83398497089428\\n - - 8.21596726115746\\n - 49.850900108140536\\n - - 8.22477419294512\\n - 49.63238869079714\\n - - 7.425045773152021\\n - 49.6375037902404\\n - - 7.488604743081794\\n - 48.76751542040529\\n - - 7.262985428883866\\n - 48.762974824632806\\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" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "DEBUG:urllib3.connectionpool:https://polytope.ecmwf.int:443 \"POST /api/v1/requests/ecmwf-mars HTTP/11\" 202 49\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client received HTTP SUCCESS (202)\n", + "2024-09-19 10:50:08 - INFO - Request accepted. Please poll ../requests/34f5431a-9699-45db-9f6d-f08186da78d0 for status\n", + "INFO:polytope.api.Client.XMQRFQ:Request accepted. Please poll ../requests/34f5431a-9699-45db-9f6d-f08186da78d0 for status\n", + "DEBUG:polytope.api.Client.XMQRFQ:Server message: Request queued\n", + "2024-09-19 10:50:08 - INFO - Polytope user key found in session cache for user maaw\n", + "INFO:polytope.api.Client.XMQRFQ:Polytope user key found in session cache for user maaw\n", + "2024-09-19 10:50:08 - INFO - Checking request status (../requests/34f5431a-9699-45db-9f6d-f08186da78d0)...\n", + "INFO:polytope.api.Client.XMQRFQ:Checking request status (../requests/34f5431a-9699-45db-9f6d-f08186da78d0)...\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/34f5431a-9699-45db-9f6d-f08186da78d0\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/34f5431a-9699-45db-9f6d-f08186da78d0 HTTP/11\" 202 49\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client received HTTP SUCCESS (202)\n", + "2024-09-19 10:50:09 - INFO - The current status of the request is 'queued'\n", + "INFO:polytope.api.Client.XMQRFQ:The current status of the request is 'queued'\n", + "DEBUG:polytope.api.Client.XMQRFQ:Server message: Request queued\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/34f5431a-9699-45db-9f6d-f08186da78d0\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/34f5431a-9699-45db-9f6d-f08186da78d0 HTTP/11\" 202 57\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client received HTTP SUCCESS (202)\n", + "2024-09-19 10:50:09 - INFO - The current status of the request is 'processing'\n", + "INFO:polytope.api.Client.XMQRFQ:The current status of the request is 'processing'\n", + "DEBUG:polytope.api.Client.XMQRFQ:Server message: Request processing\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/34f5431a-9699-45db-9f6d-f08186da78d0\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/34f5431a-9699-45db-9f6d-f08186da78d0 HTTP/11\" 202 57\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client received HTTP SUCCESS (202)\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/34f5431a-9699-45db-9f6d-f08186da78d0\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/34f5431a-9699-45db-9f6d-f08186da78d0 HTTP/11\" 202 57\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client received HTTP SUCCESS (202)\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/34f5431a-9699-45db-9f6d-f08186da78d0\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/34f5431a-9699-45db-9f6d-f08186da78d0 HTTP/11\" 202 57\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client received HTTP SUCCESS (202)\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client attempting HTTP GET https://polytope.ecmwf.int:443/api/v1/requests/../requests/34f5431a-9699-45db-9f6d-f08186da78d0\n", + "{'headers': {'Authorization': 'EmailKey adam.warde@ecmwf.int:026098cc447ef4ee65be50caa10b9fdd'}, '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/34f5431a-9699-45db-9f6d-f08186da78d0 HTTP/11\" 303 173\n", + "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): downloads.polytope.ecmwf.int:443\n", + "DEBUG:urllib3.connectionpool:https://downloads.polytope.ecmwf.int:443 \"GET /default/34f5431a-9699-45db-9f6d-f08186da78d0.grib HTTP/11\" 200 6054\n", + "DEBUG:polytope.api.Client.XMQRFQ:Polytope client received HTTP SUCCESS (200)\n", + "2024-09-19 10:50:12 - INFO - The current status of the request is 'processed'\n", + "INFO:polytope.api.Client.XMQRFQ:The current status of the request is 'processed'\n", + "DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): downloads.polytope.ecmwf.int:443\n", + "DEBUG:urllib3.connectionpool:https://downloads.polytope.ecmwf.int:443 \"HEAD /default/34f5431a-9699-45db-9f6d-f08186da78d0.grib HTTP/11\" 200 0\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "14310e5096bb4d3ab16481a429399396", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "34f5431a-9699-45db-9f6d-f08186da78d0.grib: 0%| | 0.00/5.91k [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import earthkit.data\n", + " \n", + " \n", + "shape1 = [\n", + " [\n", + " 7.258763811234218,\n", + " 48.793723130601535\n", + " ],\n", + " [\n", + " 7.168488316250347,\n", + " 49.83398497089428\n", + " ],\n", + " [\n", + " 8.21596726115746,\n", + " 49.850900108140536\n", + " ],\n", + " [\n", + " 8.22477419294512,\n", + " 49.63238869079714\n", + " ],\n", + " [\n", + " 7.425045773152021,\n", + " 49.6375037902404\n", + " ],\n", + " [\n", + " 7.488604743081794,\n", + " 48.76751542040529\n", + " ],\n", + " [\n", + " 7.262985428883866,\n", + " 48.762974824632806\n", + " ]\n", + " ]\n", + " \n", + " \n", + "shape2 = [\n", + " [\n", + " 8.228175484385758,\n", + " 49.62363905618946\n", + " ],\n", + " [\n", + " 8.2383404847414,\n", + " 49.30577331470633\n", + " ],\n", + " [\n", + " 7.468517996271913,\n", + " 49.29035950951544\n", + " ],\n", + " [\n", + " 7.442698254298165,\n", + " 49.394063349552624\n", + " ],\n", + " [\n", + " 8.0965165757963,\n", + " 49.41322522398369\n", + " ],\n", + " [\n", + " 8.09028856771124,\n", + " 49.63518066374158\n", + " ]\n", + " ]\n", + " \n", + "shape3 = [\n", + " [\n", + " 8.778584932744309,\n", + " 49.86954658650521\n", + " ],\n", + " [\n", + " 8.862295524771469,\n", + " 48.766918864990714\n", + " ],\n", + " [\n", + " 10.061878585703141,\n", + " 48.80521538773752\n", + " ],\n", + " [\n", + " 10.05189374814043,\n", + " 49.02912712169905\n", + " ],\n", + " [\n", + " 9.126374708842917,\n", + " 49.035317308040874\n", + " ],\n", + " [\n", + " 9.054787898083248,\n", + " 49.85647839775169\n", + " ],\n", + " [\n", + " 8.79447274483195,\n", + " 49.8646339236731\n", + " ]\n", + " ]\n", + " \n", + "shape4 = [\n", + " [\n", + " 9.088892121315212,\n", + " 49.68396293291025\n", + " ],\n", + " [\n", + " 9.819571610135483,\n", + " 49.684014501470756\n", + " ],\n", + " [\n", + " 9.85505960658449,\n", + " 49.03116952568445\n", + " ],\n", + " [\n", + " 10.060153571012052,\n", + " 49.027505122195635\n", + " ],\n", + " [\n", + " 10.072160282281033,\n", + " 49.86449197101945\n", + " ],\n", + " [\n", + " 9.05948442169526,\n", + " 49.85694532601448\n", + " ],\n", + " [\n", + " 9.071912795654185,\n", + " 49.68014004987609\n", + " ]\n", + " ]\n", + " \n", + "shape5 = [\n", + " [\n", + " 10.598471035757996,\n", + " 49.82012849229719\n", + " ],\n", + " [\n", + " 10.623393389597027,\n", + " 48.824858944891844\n", + " ],\n", + " [\n", + " 12.04024144738159,\n", + " 48.83198005307881\n", + " ],\n", + " [\n", + " 12.006769966371252,\n", + " 49.16097358155085\n", + " ],\n", + " [\n", + " 10.989756517888907,\n", + " 49.16815641449875\n", + " ],\n", + " [\n", + " 10.948052430339942,\n", + " 49.88592726422476\n", + " ],\n", + " [\n", + " 10.596882802957197,\n", + " 49.86398061258498\n", + " ]\n", + " ]\n", + " \n", + "shape6 = [\n", + " [\n", + " 13.29197987307927,\n", + " 49.97728585641272\n", + " ],\n", + " [\n", + " 12.57111275146977,\n", + " 49.97104094778115\n", + " ],\n", + " [\n", + " 13.222322323273431,\n", + " 49.37725327518439\n", + " ],\n", + " [\n", + " 13.202971158951414,\n", + " 48.903129615084254\n", + " ],\n", + " [\n", + " 13.827804957331438,\n", + " 48.88340416595227\n", + " ],\n", + " [\n", + " 13.874384556433938,\n", + " 49.40358865952578\n", + " ],\n", + " [\n", + " 14.605299546055448,\n", + " 49.93197478940584\n", + " ],\n", + " [\n", + " 14.102062445091747,\n", + " 49.98001098000407\n", + " ],\n", + " [\n", + " 13.624487089218775,\n", + " 49.55461007587729\n", + " ],\n", + " [\n", + " 13.3099890365134,\n", + " 49.97739580806973\n", + " ]\n", + " ]\n", + " \n", + "shape7 = [\n", + " [\n", + " 15.228965549991614,\n", + " 49.730373613580525\n", + " ],\n", + " [\n", + " 15.230125323821682,\n", + " 50.090633313563075\n", + " ],\n", + " [\n", + " 17.660387372585035,\n", + " 50.06822116337625\n", + " ],\n", + " [\n", + " 17.577939895914568,\n", + " 49.59398017760927\n", + " ],\n", + " [\n", + " 16.752386182433355,\n", + " 49.64920447268295\n", + " ],\n", + " [\n", + " 16.58109059401943,\n", + " 48.772986118860814\n", + " ],\n", + " [\n", + " 16.094304206428518,\n", + " 48.79160176954642\n", + " ],\n", + " [\n", + " 16.185638387834643,\n", + " 49.640410835320694\n", + " ],\n", + " [\n", + " 15.250602552532541,\n", + " 49.68736034043533\n", + " ]\n", + " ]\n", + " \n", + "shape8 = [\n", + " [\n", + " 18.006103810711153,\n", + " 49.874817453680265\n", + " ],\n", + " [\n", + " 17.872892800864577,\n", + " 48.7751276419595\n", + " ],\n", + " [\n", + " 19.231045390320162,\n", + " 48.68751356669205\n", + " ],\n", + " [\n", + " 19.286273043798417,\n", + " 48.9720484447422\n", + " ],\n", + " [\n", + " 18.331513679782546,\n", + " 49.02466456647059\n", + " ],\n", + " [\n", + " 18.4410677556115,\n", + " 49.91883884509102\n", + " ],\n", + " [\n", + " 17.990407455442124,\n", + " 49.9284320053506\n", + " ]\n", + " ]\n", + " \n", + "shape9 = [\n", + " [\n", + " 18.523099688262818,\n", + " 49.91693240270905\n", + " ],\n", + " [\n", + " 19.571993355132093,\n", + " 49.88820196224816\n", + " ],\n", + " [\n", + " 19.269541055964595,\n", + " 48.99870007380369\n", + " ],\n", + " [\n", + " 18.989650825560034,\n", + " 49.00717933216285\n", + " ],\n", + " [\n", + " 19.1721361339051,\n", + " 49.67352579852684\n", + " ],\n", + " [\n", + " 18.42049036941708,\n", + " 49.71965669030075\n", + " ],\n", + " [\n", + " 18.436899591803154,\n", + " 49.93131406908293\n", + " ]\n", + " ]\n", + " \n", + "shape10 = [\n", + " [\n", + " 20.369665233263703,\n", + " 48.68540724766882\n", + " ],\n", + " [\n", + " 20.390795716706066,\n", + " 49.82142033684306\n", + " ],\n", + " [\n", + " 21.66474097162009,\n", + " 49.77219361759094\n", + " ],\n", + " [\n", + " 21.599781134603887,\n", + " 49.45580574399338\n", + " ],\n", + " [\n", + " 20.770239556798373,\n", + " 49.481617120321545\n", + " ],\n", + " [\n", + " 20.773898383565665,\n", + " 48.68594678666463\n", + " ],\n", + " [\n", + " 20.369665233263703,\n", + " 48.68540724766882\n", + " ]\n", + " ]\n", + " \n", + "shape11 = [\n", + " [\n", + " 20.779400086097894,\n", + " 49.266396683614516\n", + " ],\n", + " [\n", + " 21.291684316951347,\n", + " 49.25582141560005\n", + " ],\n", + " [\n", + " 21.29255644055283,\n", + " 49.462413633894414\n", + " ],\n", + " [\n", + " 21.60241816111113,\n", + " 49.44412952745972\n", + " ],\n", + " [\n", + " 21.577574878322366,\n", + " 49.16620350494162\n", + " ],\n", + " [\n", + " 20.792010318248543,\n", + " 49.16233120403493\n", + " ],\n", + " [\n", + " 20.768637193550887,\n", + " 49.273598233154075\n", + " ]\n", + " ]\n", + " \n", + "shape12 = [\n", + " [\n", + " 23.208137901360374,\n", + " 49.651584260796994\n", + " ],\n", + " [\n", + " 22.09658437133257,\n", + " 49.752545184049126\n", + " ],\n", + " [\n", + " 21.91802865423628,\n", + " 48.67264127283525\n", + " ],\n", + " [\n", + " 23.391185304246818,\n", + " 48.62884428299256\n", + " ],\n", + " [\n", + " 23.420678366377672,\n", + " 48.95370738548149\n", + " ],\n", + " [\n", + " 22.47620509293023,\n", + " 48.948108124274114\n", + " ],\n", + " [\n", + " 22.504379835652145,\n", + " 49.154931298807696\n", + " ],\n", + " [\n", + " 23.380718740911448,\n", + " 49.134280180441834\n", + " ],\n", + " [\n", + " 23.347965550435475,\n", + " 49.36007407350195\n", + " ],\n", + " [\n", + " 22.508043914644247,\n", + " 49.34861103718032\n", + " ],\n", + " [\n", + " 22.552065252592882,\n", + " 49.49663569230876\n", + " ],\n", + " [\n", + " 23.44022825068265,\n", + " 49.49121931651345\n", + " ],\n", + " [\n", + " 23.257411122842967,\n", + " 49.664632737235905\n", + " ]\n", + " ]\n", + " \n", + "import earthkit.plots\n", + "chart = earthkit.plots.Map(domain=\"Europe\")\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape1,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape2,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape3,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape4,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape5,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape6,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape7,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape8,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape9,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape10,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape11,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "request = {\n", + " \"class\": \"od\",\n", + " \"stream\" : \"enfo\",\n", + " \"type\" : \"pf\",\n", + " \"date\" : \"20240917\",\n", + " \"time\" : \"1200\",\n", + " \"levtype\" : \"sfc\",\n", + " \"expver\" : \"0079\",\n", + " \"domain\" : \"g\",\n", + " \"param\" : \"167\",\n", + " \"number\" : \"1\",\n", + " \"step\": \"0\",\n", + " \"feature\": {\n", + " \"type\": \"polygon\",\n", + " \"shape\": shape12,\n", + " },\n", + "}\n", + " \n", + "ds1 = earthkit.data.from_source(\"polytope\", \"ecmwf-mars\", request, stream=False, address='polytope-test.ecmwf.int').to_xarray()\n", + " \n", + "chart.point_cloud(ds1['2t'], x=\"x\", y=\"y\",s=0.1)\n", + " \n", + "chart.coastlines()\n", + "chart.borders()\n", + "chart.gridlines()\n", + " \n", + "chart.title(\"{variable_name} (number={number})\")\n", + " \n", + " \n", + "chart.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "chart.coastlines()\n", + "chart.borders()\n", + "chart.gridlines()\n", + " \n", + "chart.title(\"{variable_name} (number={number})\")\n", + "\n", + " \n", + "chart.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "earthkit.plots.schema.figure.dpi = 200" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "polytope_venv", + "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": "3.11.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}