{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f7049550-e9a9-4706-82e6-f0fe7892c88b",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "## Retrieving data from the ECMWF MARS archive"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "26f83732-2957-4819-b745-2c001b480e40",
   "metadata": {},
   "outputs": [],
   "source": [
    "import earthkit.data as ekd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2a355c97-8f45-42a2-a0a5-c3390a0aba22",
   "metadata": {},
   "outputs": [],
   "source": [
    "ds = ekd.from_source(\n",
    "    \"mars\",\n",
    "    request=dict(\n",
    "        param=[\"2t\", \"msl\"], \n",
    "        levtype=\"sfc\", \n",
    "        area=[50, -10, 40, 10], \n",
    "        grid=[2, 2], \n",
    "        date=\"2023-05-10\"  # N,W,S,E\n",
    "    ),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "33b29363-1e94-4ae8-860d-714d3b6b023f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>centre</th>\n",
       "      <th>shortName</th>\n",
       "      <th>typeOfLevel</th>\n",
       "      <th>level</th>\n",
       "      <th>dataDate</th>\n",
       "      <th>dataTime</th>\n",
       "      <th>stepRange</th>\n",
       "      <th>dataType</th>\n",
       "      <th>number</th>\n",
       "      <th>gridType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ecmf</td>\n",
       "      <td>2t</td>\n",
       "      <td>surface</td>\n",
       "      <td>0</td>\n",
       "      <td>20230510</td>\n",
       "      <td>1200</td>\n",
       "      <td>0</td>\n",
       "      <td>an</td>\n",
       "      <td>0</td>\n",
       "      <td>regular_ll</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ecmf</td>\n",
       "      <td>msl</td>\n",
       "      <td>surface</td>\n",
       "      <td>0</td>\n",
       "      <td>20230510</td>\n",
       "      <td>1200</td>\n",
       "      <td>0</td>\n",
       "      <td>an</td>\n",
       "      <td>0</td>\n",
       "      <td>regular_ll</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  centre shortName typeOfLevel  level  dataDate  dataTime stepRange dataType  \\\n",
       "0   ecmf        2t     surface      0  20230510      1200         0       an   \n",
       "1   ecmf       msl     surface      0  20230510      1200         0       an   \n",
       "\n",
       "   number    gridType  \n",
       "0       0  regular_ll  \n",
       "1       0  regular_ll  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds.ls()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5cfd6a54-9460-43d2-aa68-2082775a5b64",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "dev",
   "language": "python",
   "name": "dev"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}