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Merged
sandorkertesz merged 11 commits into from
May 14, 2026
Merged

Feature/update xarray earthkit accessor #990

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6748626
Xarray earthkit accessor update
sandorkertesz May 12, 2026
2549069
Allow updating Xarray earthkit accessor
sandorkertesz May 12, 2026
f6373af
Merge branch 'develop' into feature/update-xarray-earthkit-accessor
sandorkertesz May 12, 2026
ef68020
Allow updating Xarray earthkit accessor
sandorkertesz May 12, 2026
d5c6da0
Merge branch 'develop' into feature/update-xarray-earthkit-accessor
sandorkertesz May 13, 2026
6824e76
Allow updating Xarray earthkit accessor
sandorkertesz May 13, 2026
82e5767
Merge branch 'develop' into feature/update-xarray-earthkit-accessor
sandorkertesz May 13, 2026
06a4945
Merge branch 'develop' into feature/update-xarray-earthkit-accessor
sandorkertesz May 13, 2026
6d21c76
Merge branch 'develop' into feature/update-xarray-earthkit-accessor
sandorkertesz May 13, 2026
be6cc32
Allow updating Xarray earthkit accessor
sandorkertesz May 13, 2026
24970a3
Fix qa
sandorkertesz May 14, 2026
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31 changes: 18 additions & 13 deletions docs/source/how-tos/grib/grib_overview.ipynb
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12 changes: 7 additions & 5 deletions docs/source/how-tos/grib/grib_to_netcdf.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -96,7 +96,6 @@
"\t\tt:long_name = \"Temperature\" ;\n",
"\t\tt:units = \"kelvin\" ;\n",
"\t\tt:level_type = \"pressure\" ;\n",
"\t\tt:earthkit_grid_spec = \"{\\\"grid\\\": [30, 30]}\" ;\n",
"\tint64 level(level) ;\n",
"\t\tlevel:standard_name = \"air_pressure\" ;\n",
"\t\tlevel:long_name = \"pressure\" ;\n",
Expand Down Expand Up @@ -182,7 +181,6 @@
"\t\tt:long_name = \"Temperature\" ;\n",
"\t\tt:units = \"kelvin\" ;\n",
"\t\tt:level_type = \"pressure\" ;\n",
"\t\tt:earthkit_grid_spec = \"{\\\"grid\\\": [30, 30]}\" ;\n",
"\tint64 level(level) ;\n",
"\t\tlevel:standard_name = \"air_pressure\" ;\n",
"\t\tlevel:long_name = \"pressure\" ;\n",
Expand Down Expand Up @@ -257,7 +255,6 @@
"\t\tt:long_name = \"Temperature\" ;\n",
"\t\tt:units = \"kelvin\" ;\n",
"\t\tt:level_type = \"pressure\" ;\n",
"\t\tt:earthkit_grid_spec = \"{\\\"grid\\\": [30, 30]}\" ;\n",
"\tint64 level(level) ;\n",
"\t\tlevel:standard_name = \"air_pressure\" ;\n",
"\t\tlevel:long_name = \"pressure\" ;\n",
Expand Down Expand Up @@ -316,7 +313,6 @@
"\t\tt:long_name = \"Temperature\" ;\n",
"\t\tt:units = \"kelvin\" ;\n",
"\t\tt:level_type = \"pressure\" ;\n",
"\t\tt:earthkit_grid_spec = \"{\\\"grid\\\": [30, 30]}\" ;\n",
"\t\tt:coordinates = \"latitude longitude\" ;\n",
"\tint64 level(level) ;\n",
"\t\tlevel:standard_name = \"air_pressure\" ;\n",
Expand Down Expand Up @@ -351,7 +347,13 @@
"cell_type": "code",
"execution_count": null,
"id": "80f49214-43c6-43be-af56-9d55a16f0f8c",
"metadata": {},
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"outputs": [],
"source": []
}
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148 changes: 16 additions & 132 deletions docs/source/how-tos/source/data.ipynb
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2 changes: 1 addition & 1 deletion docs/source/how-tos/source/data_from_stream.ipynb
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Expand Up @@ -1234,7 +1234,7 @@
" t (level, latitude, longitude) float64 1kB ...\n",
"Attributes:\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-2e4585bb-c408-4428-9240-d6a242b47369' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-2e4585bb-c408-4428-9240-d6a242b47369' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>level</span>: 2</li><li><span class='xr-has-index'>latitude</span>: 7</li><li><span class='xr-has-index'>longitude</span>: 12</li></ul></div></li><li class='xr-section-item'><input id='section-94067b41-6e0a-49e5-a6e1-0f40838d37c2' class='xr-section-summary-in' type='checkbox' checked /><label for='section-94067b41-6e0a-49e5-a6e1-0f40838d37c2' class='xr-section-summary' title='Expand/collapse section'>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'>level</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>850 1000</div><input id='attrs-86c3fa54-944f-425b-aea9-f923df263ebd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-86c3fa54-944f-425b-aea9-f923df263ebd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e11a7758-5670-45ca-84c1-140897a302c1' class='xr-var-data-in' type='checkbox'><label for='data-e11a7758-5670-45ca-84c1-140897a302c1' 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_pressure</dd><dt><span>long_name :</span></dt><dd>pressure</dd><dt><span>units :</span></dt><dd>hectopascal</dd><dt><span>positive :</span></dt><dd>down</dd></dl></div><div class='xr-var-data'><pre>array([ 850, 1000])</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 60.0 30.0 ... -60.0 -90.0</div><input id='attrs-7f334920-4559-4d7f-8adc-605722c35072' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7f334920-4559-4d7f-8adc-605722c35072' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c717908e-9027-4a5b-83c2-639b599eb3a7' class='xr-var-data-in' type='checkbox'><label for='data-c717908e-9027-4a5b-83c2-639b599eb3a7' 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., 60., 30., 0., -30., -60., -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 30.0 60.0 ... 270.0 300.0 330.0</div><input id='attrs-cf4b34cf-74dd-408a-a6b4-558a68855834' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cf4b34cf-74dd-408a-a6b4-558a68855834' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2943d0d2-9322-41d8-a097-2ea874ecf2ce' class='xr-var-data-in' type='checkbox'><label for='data-2943d0d2-9322-41d8-a097-2ea874ecf2ce' 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., 30., 60., 90., 120., 150., 180., 210., 240., 270., 300., 330.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c39b2f41-6f95-4312-951f-7b2da70fd197' class='xr-section-summary-in' type='checkbox' checked /><label for='section-c39b2f41-6f95-4312-951f-7b2da70fd197' class='xr-section-summary' title='Expand/collapse section'>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>t</span></div><div class='xr-var-dims'>(level, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bf4d8c16-dd1b-4c78-a32d-1b0b24d17920' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bf4d8c16-dd1b-4c78-a32d-1b0b24d17920' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ae70904-0715-4310-8845-d52bba29ad59' class='xr-var-data-in' type='checkbox'><label for='data-4ae70904-0715-4310-8845-d52bba29ad59' 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>Temperature</dd><dt><span>units :</span></dt><dd>kelvin</dd><dt><span>level_type :</span></dt><dd>pressure</dd><dt><span>_earthkit :</span></dt><dd>{&#x27;message&#x27;: b&#x27;GRIB\\x00\\x00l\\x01\\x00\\x004\\x80b\\xfe\\xff\\x80\\x82d\\x03R\\x12\\x08\\x01\\x0c\\x00\\x01\\x00\\x00\\x00\\x00\\x00\\x00\\x15\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x01\\x01\\x02\\x04\\x010001\\x00\\x00\\x00\\x00\\x00 \\x00\\xff\\x00\\x00\\x0c\\x00\\x07\\x01_\\x90\\x00\\x00\\x00\\x80\\x81_\\x90\\x05\\t\\x10u0u0\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x0c\\x00\\x80\\x02D\\xb9}n\\x00\\x007777&#x27;, &#x27;bitsPerValue&#x27;: 4, &#x27;grid_spec&#x27;: &#x27;{&quot;grid&quot;: [30, 30]}&#x27;}</dd><dt><span>earthkit_grid_spec :</span></dt><dd>{&quot;grid&quot;: [30, 30]}</dd></dl></div><div class='xr-var-data'><pre>[168 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-db49b8f4-a33c-4a3d-bd18-71a38ffa5cfb' class='xr-section-summary-in' type='checkbox' checked /><label for='section-db49b8f4-a33c-4a3d-bd18-71a38ffa5cfb' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>institution :</span></dt><dd>ECMWF</dd></dl></div></li></ul></div></div>"
" 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-53974c19-a80c-40d1-b6f8-2e3684369521' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-53974c19-a80c-40d1-b6f8-2e3684369521' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>level</span>: 2</li><li><span class='xr-has-index'>latitude</span>: 7</li><li><span class='xr-has-index'>longitude</span>: 12</li></ul></div></li><li class='xr-section-item'><input id='section-e3d5a7f9-1990-429e-b3c3-926e3ddd7efa' class='xr-section-summary-in' type='checkbox' checked /><label for='section-e3d5a7f9-1990-429e-b3c3-926e3ddd7efa' class='xr-section-summary' title='Expand/collapse section'>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'>level</span></div><div class='xr-var-dims'>(level)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>850 1000</div><input id='attrs-996c2d86-8071-47cf-8f53-ecd6b94a06e7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-996c2d86-8071-47cf-8f53-ecd6b94a06e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f3b0e21-604f-4109-b236-c40c6f2db294' class='xr-var-data-in' type='checkbox'><label for='data-7f3b0e21-604f-4109-b236-c40c6f2db294' 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_pressure</dd><dt><span>long_name :</span></dt><dd>pressure</dd><dt><span>units :</span></dt><dd>hectopascal</dd><dt><span>positive :</span></dt><dd>down</dd></dl></div><div class='xr-var-data'><pre>array([ 850, 1000])</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 60.0 30.0 ... -60.0 -90.0</div><input id='attrs-c1975582-cac0-4747-97b7-a682d10bcf8e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c1975582-cac0-4747-97b7-a682d10bcf8e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68de7897-e5a7-4df6-8f88-8f9eb1e6aae3' class='xr-var-data-in' type='checkbox'><label for='data-68de7897-e5a7-4df6-8f88-8f9eb1e6aae3' 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., 60., 30., 0., -30., -60., -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 30.0 60.0 ... 270.0 300.0 330.0</div><input id='attrs-b1165f59-a420-464d-a860-a281b53790cb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b1165f59-a420-464d-a860-a281b53790cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93e1520f-9e53-488c-9c95-321d329646f6' class='xr-var-data-in' type='checkbox'><label for='data-93e1520f-9e53-488c-9c95-321d329646f6' 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., 30., 60., 90., 120., 150., 180., 210., 240., 270., 300., 330.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-88657a62-5095-4b6f-ab05-5026fd0d728a' class='xr-section-summary-in' type='checkbox' checked /><label for='section-88657a62-5095-4b6f-ab05-5026fd0d728a' class='xr-section-summary' title='Expand/collapse section'>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>t</span></div><div class='xr-var-dims'>(level, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4860e80d-91f7-489c-b704-84699487e145' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4860e80d-91f7-489c-b704-84699487e145' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-398b66f0-0b4a-4cb9-b405-ca5720011fff' class='xr-var-data-in' type='checkbox'><label for='data-398b66f0-0b4a-4cb9-b405-ca5720011fff' 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>Temperature</dd><dt><span>units :</span></dt><dd>kelvin</dd><dt><span>level_type :</span></dt><dd>pressure</dd><dt><span>_earthkit :</span></dt><dd>{&#x27;message&#x27;: b&#x27;GRIB\\x00\\x00l\\x01\\x00\\x004\\x80b\\xfe\\xff\\x80\\x82d\\x03R\\x12\\x08\\x01\\x0c\\x00\\x01\\x00\\x00\\x00\\x00\\x00\\x00\\x15\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x01\\x01\\x02\\x04\\x010001\\x00\\x00\\x00\\x00\\x00 \\x00\\xff\\x00\\x00\\x0c\\x00\\x07\\x01_\\x90\\x00\\x00\\x00\\x80\\x81_\\x90\\x05\\t\\x10u0u0\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x0c\\x00\\x80\\x02D\\xb9}n\\x00\\x007777&#x27;, &#x27;bitsPerValue&#x27;: 4, &#x27;grid_spec&#x27;: &#x27;{&quot;grid&quot;: [30, 30]}&#x27;}</dd></dl></div><div class='xr-var-data'><pre>[168 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0f7485c8-c411-4f9d-8435-2c98add26ab0' class='xr-section-summary-in' type='checkbox' checked /><label for='section-0f7485c8-c411-4f9d-8435-2c98add26ab0' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><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: 2kB\n",
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