{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "27b6be13-d0a5-41e1-9479-f1028b01610f",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "## Precomputed: regridding octahedral GRIB fieldlist"
   ]
  },
  {
   "cell_type": "raw",
   "id": "1f8af122-f127-437b-bf14-e867acdce44d",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/restructuredtext",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "This example shows how to interpolate GRIB data defined on an octahedral reduced Gaussian grid using the :ref:`precomputed <precomputed-regrid-high>` backend. We will also see how to inspect and plot the resulting data and how to convert it to xarray.\n",
    "\n",
    "To make this notebook work :xref:`earthkit-data` and :xref:`earthkit-plots` have to be installed. The data will be represented as an `earthkit-data GRIB FieldList <https://earthkit-data.readthedocs.io/en/latest/guide/data_format/grib.html>`_."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "630902ad-c821-47b4-9140-f04cc9a53976",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "#### Regridding"
   ]
  },
  {
   "cell_type": "raw",
   "id": "d60b58a0-1d72-412a-884c-f9e7d2622cb1",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/restructuredtext",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "We perform the regridding with the :ref:`regrid() <precomputed-regrid-high>` method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8c1cff92-971e-4494-b847-b2df7e7ee53c",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e1b248f977a249d9bb84f1d8e5ab20ed",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "O32_t2.grib2:   0%|          | 0.00/31.4k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "((37, 72), (37, 72), (2, 37, 72))"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from earthkit.regrid import regrid\n",
    "import earthkit.data as ekd\n",
    "\n",
    "# Get octahedral reduced Gaussian GRIB data containing two fields.\n",
    "ds = ekd.from_source(\"sample\", \"O32_t2.grib2\")\n",
    "\n",
    "# the target grid is a global 5x5 degree regular latitude-longitude grid\n",
    "out_grid = {\"grid\": [5,5]}\n",
    "\n",
    "# perform interpolation for each field and add results \n",
    "# to a new fieldlist stored in memory\n",
    "r = regrid(ds, out_grid=out_grid, interpolation=\"linear\", backend=\"precomputed\")\n",
    "\n",
    "d = r.data()\n",
    "lat = d[0]\n",
    "lon = d[1]\n",
    "vals = d[2:]\n",
    "lat.shape, lon.shape, vals.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f2ce1d60-0d06-40ba-9c45-e716467972c3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([90., 85., 80.]),\n",
       " array([0., 0., 0.]),\n",
       " array([251.78068542, 250.66488784, 248.92256676]))"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lat[:3, 0], lon[:3, 0], vals[0, :3, 0]"
   ]
  },
  {
   "cell_type": "raw",
   "id": "916918ad-c592-4dee-9d44-90095a83a9d5",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/restructuredtext",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "Please note that regridding with the :ref:`precomputed <precomputed-regrid>` backend only works between a predefined set of global grids. See the :ref:`precomputed_inventory` for details."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "42eadd3a-1d4a-46c4-a34a-9fbf8ba15f88",
   "metadata": {},
   "source": [
    "#### Plotting the results"
   ]
  },
  {
   "cell_type": "raw",
   "id": "d2bdaf2a-5bad-4fbf-b1d4-e002860d2d0a",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/restructuredtext",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "We use :xref:`earthkit-plots` to visualise the results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "91b54b7a-a8dc-4699-b60b-8923231f451a",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x700 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import earthkit.plots as ekp\n",
    "\n",
    "ekp.quickplot(r).show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d465f73-7848-49b5-adc3-697a68760520",
   "metadata": {},
   "source": [
    "#### Converting the results to xarray"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "44543f10-44df-4e35-b5a3-33a7a4240b13",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
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       "\n",
       ".xr-attrs,\n",
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       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
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       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
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       "  padding-right: 10px;\n",
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       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
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       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 44kB\n",
       "Dimensions:         (step_timedelta: 2, latitude: 37, longitude: 72)\n",
       "Coordinates:\n",
       "  * step_timedelta  (step_timedelta) timedelta64[ns] 16B 00:00:00 12:00:00\n",
       "  * latitude        (latitude) float64 296B 90.0 85.0 80.0 ... -80.0 -85.0 -90.0\n",
       "  * longitude       (longitude) float64 576B 0.0 5.0 10.0 ... 345.0 350.0 355.0\n",
       "Data variables:\n",
       "    2t              (step_timedelta, latitude, longitude) float64 43kB ...\n",
       "Attributes:\n",
       "    param:        2t\n",
       "    paramId:      167\n",
       "    class:        od\n",
       "    stream:       oper\n",
       "    levtype:      sfc\n",
       "    type:         fc\n",
       "    expver:       0001\n",
       "    date:         20240323\n",
       "    time:         1200\n",
       "    domain:       g\n",
       "    Conventions:  CF-1.8\n",
       "    institution:  ECMWF</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-aa2a5dfd-0b53-425f-a1a1-738e66af1deb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-aa2a5dfd-0b53-425f-a1a1-738e66af1deb' 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'>step_timedelta</span>: 2</li><li><span class='xr-has-index'>latitude</span>: 37</li><li><span class='xr-has-index'>longitude</span>: 72</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-8d26fa0c-e305-4866-8eb9-995c2cde10dc' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8d26fa0c-e305-4866-8eb9-995c2cde10dc' class='xr-section-summary' >Coordinates: <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 class='xr-has-index'>step_timedelta</span></div><div class='xr-var-dims'>(step_timedelta)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>00:00:00 12:00:00</div><input id='attrs-1d92966f-8e2b-40a2-b22b-e2d2c630abde' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1d92966f-8e2b-40a2-b22b-e2d2c630abde' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-24af9c9d-e4c4-450c-88a8-c24ca260b098' class='xr-var-data-in' type='checkbox'><label for='data-24af9c9d-e4c4-450c-88a8-c24ca260b098' 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, 43200000000000], dtype=&#x27;timedelta64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>90.0 85.0 80.0 ... -85.0 -90.0</div><input id='attrs-7c2290a3-4bd3-45df-9a75-49be53bff3be' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7c2290a3-4bd3-45df-9a75-49be53bff3be' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-56c60e84-94e7-498f-a3bc-b5f5571c6f34' class='xr-var-data-in' type='checkbox'><label for='data-56c60e84-94e7-498f-a3bc-b5f5571c6f34' 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>units :</span></dt><dd>degrees_north</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([ 90.,  85.,  80.,  75.,  70.,  65.,  60.,  55.,  50.,  45.,  40.,  35.,\n",
       "        30.,  25.,  20.,  15.,  10.,   5.,   0.,  -5., -10., -15., -20., -25.,\n",
       "       -30., -35., -40., -45., -50., -55., -60., -65., -70., -75., -80., -85.,\n",
       "       -90.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 5.0 10.0 ... 345.0 350.0 355.0</div><input id='attrs-4400ad67-9707-4976-aa64-9ae40b5932c3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4400ad67-9707-4976-aa64-9ae40b5932c3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-97bb3b58-3789-49e2-b142-6fb91cdb528f' class='xr-var-data-in' type='checkbox'><label for='data-97bb3b58-3789-49e2-b142-6fb91cdb528f' 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>units :</span></dt><dd>degrees_east</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([  0.,   5.,  10.,  15.,  20.,  25.,  30.,  35.,  40.,  45.,  50.,  55.,\n",
       "        60.,  65.,  70.,  75.,  80.,  85.,  90.,  95., 100., 105., 110., 115.,\n",
       "       120., 125., 130., 135., 140., 145., 150., 155., 160., 165., 170., 175.,\n",
       "       180., 185., 190., 195., 200., 205., 210., 215., 220., 225., 230., 235.,\n",
       "       240., 245., 250., 255., 260., 265., 270., 275., 280., 285., 290., 295.,\n",
       "       300., 305., 310., 315., 320., 325., 330., 335., 340., 345., 350., 355.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c8465cd7-6451-4309-9683-d8b7cd7d7864' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c8465cd7-6451-4309-9683-d8b7cd7d7864' class='xr-section-summary' >Data variables: <span>(1)</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>2t</span></div><div class='xr-var-dims'>(step_timedelta, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3d2390b1-c0bc-4182-bd9d-812042274f27' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3d2390b1-c0bc-4182-bd9d-812042274f27' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8501c323-1ed7-4339-8855-047c693b9c25' class='xr-var-data-in' type='checkbox'><label for='data-8501c323-1ed7-4339-8855-047c693b9c25' 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>standard_name :</span></dt><dd>air_temperature</dd><dt><span>long_name :</span></dt><dd>2 metre temperature</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>_earthkit :</span></dt><dd>{&#x27;message&#x27;: b&#x27;GRIB\\xff\\xff\\x00\\x02\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xc4\\x00\\x00\\x00\\x15\\x01\\x00b\\x00\\x00 \\x00\\x01\\x07\\xe8\\x03\\x17\\x0c\\x00\\x00\\x00\\x01\\x00\\x00\\x00\\x11\\x02\\x00\\x01\\x00\\x01\\x00\\t\\x04\\x010001\\x00\\x00\\x00H\\x03\\x00\\x00\\x00\\nh\\x00\\x00\\x00\\x00\\x00\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\x00\\x00\\x00H\\x00\\x00\\x00%\\x00\\x00\\x00\\x00\\xff\\xff\\xff\\xff\\x05]J\\x80\\x00\\x00\\x00\\x000\\x85]J\\x80\\x15(\\xde\\xc0\\x00LK@\\x00LK@\\x00\\x00\\x00\\x00&quot;\\x04\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xff\\x9a\\xff\\xff\\xff\\x01\\x00\\x00\\x00\\x00g\\x00\\x00\\x00\\x00\\x02\\xff\\xff\\xff\\xff\\xff\\xff\\x00\\x00\\x00\\x15\\x05\\x00\\x00\\nh\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x06\\x06\\xff\\x00\\x00\\x00\\x05\\x077777&#x27;, &#x27;bitsPerValue&#x27;: 24}</dd></dl></div><div class='xr-var-data'><pre>[5328 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6ba2e9ca-078e-4e41-af29-a8a2f88ec668' class='xr-section-summary-in' type='checkbox'  ><label for='section-6ba2e9ca-078e-4e41-af29-a8a2f88ec668' class='xr-section-summary' >Indexes: <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-index-name'><div>step_timedelta</div></div><div class='xr-index-preview'>PandasIndex</div><input type='checkbox' disabled/><label></label><input id='index-de502322-fc50-46a3-8b47-0af21ac39531' class='xr-index-data-in' type='checkbox'/><label for='index-de502322-fc50-46a3-8b47-0af21ac39531' 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(TimedeltaIndex([&#x27;0 days 00:00:00&#x27;, &#x27;0 days 12:00:00&#x27;], dtype=&#x27;timedelta64[ns]&#x27;, name=&#x27;step_timedelta&#x27;, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><input type='checkbox' disabled/><label></label><input id='index-bee56db2-f252-4115-9256-7599bbc83321' class='xr-index-data-in' type='checkbox'/><label for='index-bee56db2-f252-4115-9256-7599bbc83321' 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([ 90.0,  85.0,  80.0,  75.0,  70.0,  65.0,  60.0,  55.0,  50.0,  45.0,\n",
       "        40.0,  35.0,  30.0,  25.0,  20.0,  15.0,  10.0,   5.0,   0.0,  -5.0,\n",
       "       -10.0, -15.0, -20.0, -25.0, -30.0, -35.0, -40.0, -45.0, -50.0, -55.0,\n",
       "       -60.0, -65.0, -70.0, -75.0, -80.0, -85.0, -90.0],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><input type='checkbox' disabled/><label></label><input id='index-edc71280-0d42-4393-88c2-ce21325baf09' class='xr-index-data-in' type='checkbox'/><label for='index-edc71280-0d42-4393-88c2-ce21325baf09' 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([  0.0,   5.0,  10.0,  15.0,  20.0,  25.0,  30.0,  35.0,  40.0,  45.0,\n",
       "        50.0,  55.0,  60.0,  65.0,  70.0,  75.0,  80.0,  85.0,  90.0,  95.0,\n",
       "       100.0, 105.0, 110.0, 115.0, 120.0, 125.0, 130.0, 135.0, 140.0, 145.0,\n",
       "       150.0, 155.0, 160.0, 165.0, 170.0, 175.0, 180.0, 185.0, 190.0, 195.0,\n",
       "       200.0, 205.0, 210.0, 215.0, 220.0, 225.0, 230.0, 235.0, 240.0, 245.0,\n",
       "       250.0, 255.0, 260.0, 265.0, 270.0, 275.0, 280.0, 285.0, 290.0, 295.0,\n",
       "       300.0, 305.0, 310.0, 315.0, 320.0, 325.0, 330.0, 335.0, 340.0, 345.0,\n",
       "       350.0, 355.0],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-577b5fdb-8529-47a9-91dd-952705f322ec' class='xr-section-summary-in' type='checkbox'  ><label for='section-577b5fdb-8529-47a9-91dd-952705f322ec' class='xr-section-summary' >Attributes: <span>(12)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>param :</span></dt><dd>2t</dd><dt><span>paramId :</span></dt><dd>167</dd><dt><span>class :</span></dt><dd>od</dd><dt><span>stream :</span></dt><dd>oper</dd><dt><span>levtype :</span></dt><dd>sfc</dd><dt><span>type :</span></dt><dd>fc</dd><dt><span>expver :</span></dt><dd>0001</dd><dt><span>date :</span></dt><dd>20240323</dd><dt><span>time :</span></dt><dd>1200</dd><dt><span>domain :</span></dt><dd>g</dd><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>institution :</span></dt><dd>ECMWF</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 44kB\n",
       "Dimensions:         (step_timedelta: 2, latitude: 37, longitude: 72)\n",
       "Coordinates:\n",
       "  * step_timedelta  (step_timedelta) timedelta64[ns] 16B 00:00:00 12:00:00\n",
       "  * latitude        (latitude) float64 296B 90.0 85.0 80.0 ... -80.0 -85.0 -90.0\n",
       "  * longitude       (longitude) float64 576B 0.0 5.0 10.0 ... 345.0 350.0 355.0\n",
       "Data variables:\n",
       "    2t              (step_timedelta, latitude, longitude) float64 43kB ...\n",
       "Attributes:\n",
       "    param:        2t\n",
       "    paramId:      167\n",
       "    class:        od\n",
       "    stream:       oper\n",
       "    levtype:      sfc\n",
       "    type:         fc\n",
       "    expver:       0001\n",
       "    date:         20240323\n",
       "    time:         1200\n",
       "    domain:       g\n",
       "    Conventions:  CF-1.8\n",
       "    institution:  ECMWF"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.to_xarray()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97c2e3e3-6deb-4df0-a498-168643b1e70e",
   "metadata": {},
   "source": [
    "#### Writing the results to disk"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed089b30-03f7-430a-9f41-17520d5206cd",
   "metadata": {},
   "source": [
    "Write the resulting fieldlist to disk:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ad36951e-9118-46f2-933c-ce5b852341f0",
   "metadata": {},
   "outputs": [],
   "source": [
    "out_file = \"_res_O32_to_5x5.grib\"\n",
    "r.to_target(\"file\", out_file)"
   ]
  }
 ],
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