core_profiles-xarray.ipynb

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   "source": [
    "import xarray as xr\n",
    "\n",
    "run = 1507"
   ]
  },
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   "id": "f16ff0c8-7d64-46b3-9375-d1e97fd40b42",
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   "source": [
    "core_profiles = xr.open_dataset(\n",
    "    f\"aug/32408/{run}/core_profiles.h5\",\n",
    "    engine=\"h5netcdf\",\n",
    "    group=\"core_profiles\",\n",
    "    phony_dims=\"access\",\n",
    ")"
   ]
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   "id": "896d192a-c276-409b-978e-ed4e7bc0c7c4",
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       "\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
       "Dimensions:                                                       (\n",
       "                                                                   phony_dim_0: 1,\n",
       "                                                                   phony_dim_1: 111,\n",
       "                                                                   phony_dim_2: 51,\n",
       "                                                                   phony_dim_3: 2)\n",
       "Dimensions without coordinates: phony_dim_0, phony_dim_1, phony_dim_2,\n",
       "                                phony_dim_3\n",
       "Data variables: (12/71)\n",
       "    ids_properties&amp;creation_date                                  &lt;U8 32B ...\n",
       "    ids_properties&amp;homogeneous_time                               int32 4B ...\n",
       "    ids_properties&amp;version_put&amp;access_layer                       &lt;U7 28B ...\n",
       "    ids_properties&amp;version_put&amp;access_layer_language              &lt;U6 24B ...\n",
       "    ids_properties&amp;version_put&amp;data_dictionary                    &lt;U6 24B ...\n",
       "    profiles_1d[]&amp;AOS_SHAPE                                       (phony_dim_0) int32 4B ...\n",
       "    ...                                                            ...\n",
       "    profiles_1d[]&amp;t_i_average_SHAPE                               (phony_dim_1, phony_dim_0) int32 444B ...\n",
       "    profiles_1d[]&amp;zeff                                            (phony_dim_1, phony_dim_2) float64 45kB ...\n",
       "    profiles_1d[]&amp;zeff_SHAPE                                      (phony_dim_1, phony_dim_0) int32 444B ...\n",
       "    time                                                          (phony_dim_1) float64 888B ...\n",
       "    vacuum_toroidal_field&amp;b0                                      (phony_dim_1) float64 888B ...\n",
       "    vacuum_toroidal_field&amp;r0                                      float64 8B ...</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-dc8657be-a3fa-4952-9729-c019849a8914' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-dc8657be-a3fa-4952-9729-c019849a8914' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>phony_dim_0</span>: 1</li><li><span>phony_dim_1</span>: 111</li><li><span>phony_dim_2</span>: 51</li><li><span>phony_dim_3</span>: 2</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-9655d83c-98cf-4211-861f-ed9759bdd167' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9655d83c-98cf-4211-861f-ed9759bdd167' class='xr-section-summary'  title='Expand/collapse section'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-5f4aca54-d73e-49c2-9dda-2012eacece3c' class='xr-section-summary-in' type='checkbox'  ><label for='section-5f4aca54-d73e-49c2-9dda-2012eacece3c' class='xr-section-summary' >Data variables: <span>(71)</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>ids_properties&amp;creation_date</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>&lt;U8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-05ae0138-3fdf-4cac-8697-6ebe23663091' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-05ae0138-3fdf-4cac-8697-6ebe23663091' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8fc672ee-d65e-4b01-b522-48986f573de2' class='xr-var-data-in' type='checkbox'><label for='data-8fc672ee-d65e-4b01-b522-48986f573de2' 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>[1 values with dtype=&lt;U8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ids_properties&amp;homogeneous_time</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f83d11cd-f744-435f-8af5-dad3bf7ba28d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f83d11cd-f744-435f-8af5-dad3bf7ba28d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15555288-8d16-4f87-90d4-3eca7c2d10d2' class='xr-var-data-in' type='checkbox'><label for='data-15555288-8d16-4f87-90d4-3eca7c2d10d2' 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>[1 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ids_properties&amp;version_put&amp;access_layer</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>&lt;U7</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f3f000c6-7af0-452e-accd-89b644e0d211' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f3f000c6-7af0-452e-accd-89b644e0d211' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7948b546-f6b5-46d1-9195-a0c574b04893' class='xr-var-data-in' type='checkbox'><label for='data-7948b546-f6b5-46d1-9195-a0c574b04893' 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>[1 values with dtype=&lt;U7]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ids_properties&amp;version_put&amp;access_layer_language</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>&lt;U6</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-42867c89-8baf-47f2-ab2b-1f26a660043c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-42867c89-8baf-47f2-ab2b-1f26a660043c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d297d3c3-39a3-492e-ae34-ad85caffc2ed' class='xr-var-data-in' type='checkbox'><label for='data-d297d3c3-39a3-492e-ae34-ad85caffc2ed' 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>[1 values with dtype=&lt;U6]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ids_properties&amp;version_put&amp;data_dictionary</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>&lt;U6</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fd43b110-1470-411e-9d90-85ebe49eae35' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fd43b110-1470-411e-9d90-85ebe49eae35' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ae2f7298-19c1-4431-b79b-a1373b72968e' class='xr-var-data-in' type='checkbox'><label for='data-ae2f7298-19c1-4431-b79b-a1373b72968e' 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>[1 values with dtype=&lt;U6]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;AOS_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aa9c79c5-957b-4ae4-8b44-e9980fa9d3dc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-aa9c79c5-957b-4ae4-8b44-e9980fa9d3dc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b616a4de-c40d-4f83-afa9-642a67bdd25b' class='xr-var-data-in' type='checkbox'><label for='data-b616a4de-c40d-4f83-afa9-642a67bdd25b' 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>[1 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;density</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-577ae3a7-29c9-4e3b-ae96-635e92ff9927' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-577ae3a7-29c9-4e3b-ae96-635e92ff9927' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9271cc11-3765-4f2d-b478-cf3161aa3934' class='xr-var-data-in' type='checkbox'><label for='data-9271cc11-3765-4f2d-b478-cf3161aa3934' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;density_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-552576ab-8457-4749-adbc-62eba0fd5b37' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-552576ab-8457-4749-adbc-62eba0fd5b37' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-40ae286d-25ce-4262-8f87-d8fbc48dd274' class='xr-var-data-in' type='checkbox'><label for='data-40ae286d-25ce-4262-8f87-d8fbc48dd274' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;density_thermal</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f555787d-ec3d-44bd-860d-4f84f509870b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f555787d-ec3d-44bd-860d-4f84f509870b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-267efe18-2c13-49d0-a4df-ba7a42bf0967' class='xr-var-data-in' type='checkbox'><label for='data-267efe18-2c13-49d0-a4df-ba7a42bf0967' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;density_thermal_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-16bdd887-6bcc-4912-8880-5d0ebd556c57' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-16bdd887-6bcc-4912-8880-5d0ebd556c57' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15ad345b-2ea2-4b93-8331-dc6088a53e20' class='xr-var-data-in' type='checkbox'><label for='data-15ad345b-2ea2-4b93-8331-dc6088a53e20' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;density_thermal_error_lower</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b25d664f-58ae-4658-8f93-d905fe401f94' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b25d664f-58ae-4658-8f93-d905fe401f94' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8745e695-ccee-4c3c-824a-3518cd6c0a58' class='xr-var-data-in' type='checkbox'><label for='data-8745e695-ccee-4c3c-824a-3518cd6c0a58' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;density_thermal_error_lower_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2c749f34-f7d1-440a-a5ab-31721ddd610a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2c749f34-f7d1-440a-a5ab-31721ddd610a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3ddeb473-99e3-4d64-88bd-ecae4c1941b9' class='xr-var-data-in' type='checkbox'><label for='data-3ddeb473-99e3-4d64-88bd-ecae4c1941b9' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;density_thermal_error_upper</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-27b2be5d-9d7e-4e0a-aa2c-1a1d0a646309' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-27b2be5d-9d7e-4e0a-aa2c-1a1d0a646309' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a268f12a-0be9-4544-9b2b-1d9990c0743d' class='xr-var-data-in' type='checkbox'><label for='data-a268f12a-0be9-4544-9b2b-1d9990c0743d' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;density_thermal_error_upper_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b231e4d0-3f4f-496f-bf6e-5bd9da6e72a3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b231e4d0-3f4f-496f-bf6e-5bd9da6e72a3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4b2a4b7c-c93c-4a0e-86e5-5bfd11d4b417' class='xr-var-data-in' type='checkbox'><label for='data-4b2a4b7c-c93c-4a0e-86e5-5bfd11d4b417' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;pressure</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0a35be8f-1dcb-4c6c-9ba5-4a210f22467f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0a35be8f-1dcb-4c6c-9ba5-4a210f22467f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0ead3bfc-5c87-4bc4-b54b-86c425184991' class='xr-var-data-in' type='checkbox'><label for='data-0ead3bfc-5c87-4bc4-b54b-86c425184991' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;pressure_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b0e3a8e2-2508-4e0d-880d-f290c6b190ab' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b0e3a8e2-2508-4e0d-880d-f290c6b190ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a644f162-bf54-47b2-93cf-675562009dea' class='xr-var-data-in' type='checkbox'><label for='data-a644f162-bf54-47b2-93cf-675562009dea' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;pressure_thermal</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-50b6fe0b-a78e-418a-b61a-87b5fe9ed52b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-50b6fe0b-a78e-418a-b61a-87b5fe9ed52b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dd0690c4-5501-4c35-b5e5-a3710d71619a' class='xr-var-data-in' type='checkbox'><label for='data-dd0690c4-5501-4c35-b5e5-a3710d71619a' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;pressure_thermal_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aa298aba-accc-44ba-8316-b838377327b9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-aa298aba-accc-44ba-8316-b838377327b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9e309705-9ddc-44a5-b22f-4ec8f60cee40' class='xr-var-data-in' type='checkbox'><label for='data-9e309705-9ddc-44a5-b22f-4ec8f60cee40' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;temperature</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3796156c-1972-4376-a7b2-b8f6f6b83aa7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3796156c-1972-4376-a7b2-b8f6f6b83aa7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e5eca10b-dddc-4090-9f84-10b0d71c0100' class='xr-var-data-in' type='checkbox'><label for='data-e5eca10b-dddc-4090-9f84-10b0d71c0100' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;temperature_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2bfdfc3e-f601-43fa-b842-60a10dbcffe1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2bfdfc3e-f601-43fa-b842-60a10dbcffe1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c045f8e-1188-4370-ada0-5775477600e5' class='xr-var-data-in' type='checkbox'><label for='data-8c045f8e-1188-4370-ada0-5775477600e5' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;temperature_error_lower</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bd00a605-d16f-4dc8-8f6a-667c059ab2ee' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bd00a605-d16f-4dc8-8f6a-667c059ab2ee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3111684b-3d17-43d0-a52a-0375e1aebd4b' class='xr-var-data-in' type='checkbox'><label for='data-3111684b-3d17-43d0-a52a-0375e1aebd4b' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;temperature_error_lower_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a5ce8049-a2ac-4f61-a606-6f31eb56032b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a5ce8049-a2ac-4f61-a606-6f31eb56032b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83108c91-6569-47ef-99ee-6913c21d1fe1' class='xr-var-data-in' type='checkbox'><label for='data-83108c91-6569-47ef-99ee-6913c21d1fe1' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;temperature_error_upper</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4b3eeb69-a76e-4e8a-816a-353d2d1b8a16' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4b3eeb69-a76e-4e8a-816a-353d2d1b8a16' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-903cc778-7de2-430b-9175-9ee70a57238c' class='xr-var-data-in' type='checkbox'><label for='data-903cc778-7de2-430b-9175-9ee70a57238c' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;electrons&amp;temperature_error_upper_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8322f7e3-59f2-46b4-9389-f70ca4ff33fb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8322f7e3-59f2-46b4-9389-f70ca4ff33fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-23987a6a-7105-4e24-b2ba-f0e0df778b7c' class='xr-var-data-in' type='checkbox'><label for='data-23987a6a-7105-4e24-b2ba-f0e0df778b7c' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;grid&amp;area</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-91322db3-41fb-4fbb-97af-2259834832f7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-91322db3-41fb-4fbb-97af-2259834832f7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d82b5e82-0133-4282-9c17-1f4175cab892' class='xr-var-data-in' type='checkbox'><label for='data-d82b5e82-0133-4282-9c17-1f4175cab892' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;grid&amp;area_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-180d6eea-654d-4665-8c82-654c3bf2487b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-180d6eea-654d-4665-8c82-654c3bf2487b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-60cd092f-b3a2-4f3d-ba07-2a8a31c0e9f7' class='xr-var-data-in' type='checkbox'><label for='data-60cd092f-b3a2-4f3d-ba07-2a8a31c0e9f7' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;grid&amp;psi</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e93d4fff-1133-45e8-802c-b55ac4a68fce' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e93d4fff-1133-45e8-802c-b55ac4a68fce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7137b301-63e4-4601-9972-e4abd0ea2bc1' class='xr-var-data-in' type='checkbox'><label for='data-7137b301-63e4-4601-9972-e4abd0ea2bc1' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;grid&amp;psi_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7419be2c-c4b8-44f3-8776-5a65ba9e5736' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7419be2c-c4b8-44f3-8776-5a65ba9e5736' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c96c5474-1a4b-493a-bb3f-2db7c092904d' class='xr-var-data-in' type='checkbox'><label for='data-c96c5474-1a4b-493a-bb3f-2db7c092904d' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;grid&amp;rho_tor</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8269b58b-80b7-4fd3-8a8f-e973cedc34e9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8269b58b-80b7-4fd3-8a8f-e973cedc34e9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d623a13d-26dd-44f7-bab2-cdf8c5fcbc49' class='xr-var-data-in' type='checkbox'><label for='data-d623a13d-26dd-44f7-bab2-cdf8c5fcbc49' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;grid&amp;rho_tor_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0479d9b8-344e-45c5-8080-295b89b06fa3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0479d9b8-344e-45c5-8080-295b89b06fa3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aa8721e4-5007-4237-b7f0-dc17e1f8bd74' class='xr-var-data-in' type='checkbox'><label for='data-aa8721e4-5007-4237-b7f0-dc17e1f8bd74' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;grid&amp;rho_tor_norm</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b493e99a-0cf3-4f04-a14e-a18ba17f521b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b493e99a-0cf3-4f04-a14e-a18ba17f521b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ecb5a81-d3a7-481c-9fcc-2fb4bdc1c654' class='xr-var-data-in' type='checkbox'><label for='data-8ecb5a81-d3a7-481c-9fcc-2fb4bdc1c654' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;grid&amp;rho_tor_norm_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7688edf9-7cac-4ce1-b05b-a230498d9357' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7688edf9-7cac-4ce1-b05b-a230498d9357' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7623f183-e6b2-45bf-80cf-e786b44205b5' class='xr-var-data-in' type='checkbox'><label for='data-7623f183-e6b2-45bf-80cf-e786b44205b5' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;grid&amp;volume</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3e45cb65-b7f1-4c08-a7fc-264c74b306bc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3e45cb65-b7f1-4c08-a7fc-264c74b306bc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-32721862-5482-444c-9b34-30c3bb66d828' class='xr-var-data-in' type='checkbox'><label for='data-32721862-5482-444c-9b34-30c3bb66d828' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;grid&amp;volume_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d1f3adc4-3059-458e-9119-8e2644fa1846' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d1f3adc4-3059-458e-9119-8e2644fa1846' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1440f285-63ba-4772-abd6-a3a61a335950' class='xr-var-data-in' type='checkbox'><label for='data-1440f285-63ba-4772-abd6-a3a61a335950' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;AOS_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6ace9cc2-f62a-4794-9c07-08249827000f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6ace9cc2-f62a-4794-9c07-08249827000f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5179cde9-4593-4aa2-84d0-82473a26fccc' class='xr-var-data-in' type='checkbox'><label for='data-5179cde9-4593-4aa2-84d0-82473a26fccc' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;density</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-853056e3-d5a1-442e-a121-c84b2dff6263' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-853056e3-d5a1-442e-a121-c84b2dff6263' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3e59d6ac-ecb5-44c5-b803-6ea297618e57' class='xr-var-data-in' type='checkbox'><label for='data-3e59d6ac-ecb5-44c5-b803-6ea297618e57' 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>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;density_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-159f4ed0-a526-406b-a7c7-a299f20f3734' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-159f4ed0-a526-406b-a7c7-a299f20f3734' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0ab45363-e4dc-4dd9-aece-ba081ae7cdeb' class='xr-var-data-in' type='checkbox'><label for='data-0ab45363-e4dc-4dd9-aece-ba081ae7cdeb' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;density_thermal</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-464aab57-2850-4783-899d-8c5762a1a602' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-464aab57-2850-4783-899d-8c5762a1a602' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e76894dc-1055-4984-9b9f-01f572deca1a' class='xr-var-data-in' type='checkbox'><label for='data-e76894dc-1055-4984-9b9f-01f572deca1a' 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>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;density_thermal_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ca5c4348-4c50-4aa7-84cb-e652a16b9f18' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ca5c4348-4c50-4aa7-84cb-e652a16b9f18' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-26ddaee7-4c8e-470d-b60a-6b0b066758e7' class='xr-var-data-in' type='checkbox'><label for='data-26ddaee7-4c8e-470d-b60a-6b0b066758e7' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;element[]&amp;AOS_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cb91fdca-15c3-432f-9245-5d143fdf9376' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cb91fdca-15c3-432f-9245-5d143fdf9376' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5538506e-3c72-4120-b509-1c57ff0ebad9' class='xr-var-data-in' type='checkbox'><label for='data-5538506e-3c72-4120-b509-1c57ff0ebad9' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;element[]&amp;a</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7a0eb836-2099-432a-9444-9b7b6206e874' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7a0eb836-2099-432a-9444-9b7b6206e874' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ca00c58-30b0-41e0-9449-c56cc6fa12d0' class='xr-var-data-in' type='checkbox'><label for='data-7ca00c58-30b0-41e0-9449-c56cc6fa12d0' 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>[222 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;element[]&amp;atoms_n</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a4128817-508a-4d5e-afe2-34c99e3da352' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a4128817-508a-4d5e-afe2-34c99e3da352' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73949e45-7e3a-4dc6-95ed-f45f9e78ef4f' class='xr-var-data-in' type='checkbox'><label for='data-73949e45-7e3a-4dc6-95ed-f45f9e78ef4f' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;element[]&amp;z_n</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b0a7e9f4-b8e5-4888-8b7d-0259207c3763' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b0a7e9f4-b8e5-4888-8b7d-0259207c3763' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-288e562b-0c73-4a7b-96a7-c04542fc092d' class='xr-var-data-in' type='checkbox'><label for='data-288e562b-0c73-4a7b-96a7-c04542fc092d' 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>[222 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;label</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3)</div><div class='xr-var-dtype'>&lt;U1</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ef741681-894a-4523-b330-a84cc50b153d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ef741681-894a-4523-b330-a84cc50b153d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a224a853-a882-433f-987d-baa8413c0bdc' class='xr-var-data-in' type='checkbox'><label for='data-a224a853-a882-433f-987d-baa8413c0bdc' 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>[222 values with dtype=&lt;U1]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;multiple_states_flag</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-96ac9b54-179e-4944-be14-5eff4da628ae' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-96ac9b54-179e-4944-be14-5eff4da628ae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f13648df-997e-4546-8be3-5c14dd64a9ac' class='xr-var-data-in' type='checkbox'><label for='data-f13648df-997e-4546-8be3-5c14dd64a9ac' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;pressure</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8d456dbb-dcd8-4e21-ace5-612ca7f5fb79' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8d456dbb-dcd8-4e21-ace5-612ca7f5fb79' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d869f4e9-e32b-4131-9b6b-5f195945b34c' class='xr-var-data-in' type='checkbox'><label for='data-d869f4e9-e32b-4131-9b6b-5f195945b34c' 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>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;pressure_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-38a6fe9e-3dfc-4b8d-b324-8f94acc66124' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-38a6fe9e-3dfc-4b8d-b324-8f94acc66124' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aa2cfca8-b007-4549-a46f-9223e245eff4' class='xr-var-data-in' type='checkbox'><label for='data-aa2cfca8-b007-4549-a46f-9223e245eff4' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;pressure_thermal</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-16261312-4d77-427d-b9eb-e7393186b92a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-16261312-4d77-427d-b9eb-e7393186b92a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-360d940b-0a66-40f4-a7fd-4e5e2cb81747' class='xr-var-data-in' type='checkbox'><label for='data-360d940b-0a66-40f4-a7fd-4e5e2cb81747' 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>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;pressure_thermal_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-91cbed8b-6434-4980-8a60-be0b65497bc5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-91cbed8b-6434-4980-8a60-be0b65497bc5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f12f0e95-a4c2-4064-9dc9-a8269b1359c6' class='xr-var-data-in' type='checkbox'><label for='data-f12f0e95-a4c2-4064-9dc9-a8269b1359c6' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;rotation_frequency_tor</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dc188ed7-2c8b-49e1-824c-a76ca3eb6f4a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dc188ed7-2c8b-49e1-824c-a76ca3eb6f4a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1ccc8b27-7231-42c1-9cf0-f557ebcab34f' class='xr-var-data-in' type='checkbox'><label for='data-1ccc8b27-7231-42c1-9cf0-f557ebcab34f' 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>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;rotation_frequency_tor_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-748e91a4-b73d-47d7-9007-413d54a6a479' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-748e91a4-b73d-47d7-9007-413d54a6a479' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b00aa8b0-82f9-427f-b401-fb8e9e9e8fef' class='xr-var-data-in' type='checkbox'><label for='data-b00aa8b0-82f9-427f-b401-fb8e9e9e8fef' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;rotation_frequency_tor_error_lower</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0f0f05a6-cee7-468a-910d-0e67cf627e36' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0f0f05a6-cee7-468a-910d-0e67cf627e36' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a3f7a26c-fb6f-42ac-81ee-9dd88e7b7b1a' class='xr-var-data-in' type='checkbox'><label for='data-a3f7a26c-fb6f-42ac-81ee-9dd88e7b7b1a' 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>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;rotation_frequency_tor_error_lower_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-702fdea2-73a3-4c7a-b20d-80d5b166b78d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-702fdea2-73a3-4c7a-b20d-80d5b166b78d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef63eca2-9c25-430a-b219-5d37c937f218' class='xr-var-data-in' type='checkbox'><label for='data-ef63eca2-9c25-430a-b219-5d37c937f218' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;rotation_frequency_tor_error_upper</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0df78195-6a44-4c19-b267-f773a629cd3a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0df78195-6a44-4c19-b267-f773a629cd3a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6455769e-25f5-443a-9603-1a0c94166eb1' class='xr-var-data-in' type='checkbox'><label for='data-6455769e-25f5-443a-9603-1a0c94166eb1' 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>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;rotation_frequency_tor_error_upper_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-15635d8e-e658-402a-a3da-6d4dd6e8532b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-15635d8e-e658-402a-a3da-6d4dd6e8532b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93b612c5-0449-427e-aae7-2eae4bfffe32' class='xr-var-data-in' type='checkbox'><label for='data-93b612c5-0449-427e-aae7-2eae4bfffe32' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;temperature</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9f5207f3-2025-44f1-a04e-59fbb11376c4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9f5207f3-2025-44f1-a04e-59fbb11376c4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a04bffdf-1f04-48f7-8a55-1e5e293a7bd7' class='xr-var-data-in' type='checkbox'><label for='data-a04bffdf-1f04-48f7-8a55-1e5e293a7bd7' 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>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;temperature_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-16c8b3b5-7723-4e5e-8dad-8e4d824af90a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-16c8b3b5-7723-4e5e-8dad-8e4d824af90a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e8cb78b-fc1a-4152-9279-7cc7789073d4' class='xr-var-data-in' type='checkbox'><label for='data-0e8cb78b-fc1a-4152-9279-7cc7789073d4' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;temperature_error_lower</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cf889bd5-2ba7-461c-97de-4dfbf97a8445' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cf889bd5-2ba7-461c-97de-4dfbf97a8445' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b88ea415-946d-4077-946f-ee1679f09312' class='xr-var-data-in' type='checkbox'><label for='data-b88ea415-946d-4077-946f-ee1679f09312' 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>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;temperature_error_lower_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c7a3a241-4ad0-498f-bb59-39718022583b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c7a3a241-4ad0-498f-bb59-39718022583b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-18e01686-08ab-4690-a4ea-c07b646c58ef' class='xr-var-data-in' type='checkbox'><label for='data-18e01686-08ab-4690-a4ea-c07b646c58ef' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;temperature_error_upper</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c34faaaa-17e7-420b-b509-0979b782f3cd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c34faaaa-17e7-420b-b509-0979b782f3cd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4db41750-8d7a-407c-af43-92b769a73015' class='xr-var-data-in' type='checkbox'><label for='data-4db41750-8d7a-407c-af43-92b769a73015' 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>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;temperature_error_upper_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-20fc69a7-ee76-44c6-9b7c-417bca626e15' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-20fc69a7-ee76-44c6-9b7c-417bca626e15' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d538ad94-b4fa-4bff-9869-f02fc9788360' class='xr-var-data-in' type='checkbox'><label for='data-d538ad94-b4fa-4bff-9869-f02fc9788360' 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>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;ion[]&amp;z_ion</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_3)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5bb972b1-acd5-4fe8-bf94-92408c8e88eb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5bb972b1-acd5-4fe8-bf94-92408c8e88eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-62d82e3c-9a3e-4340-9c99-b3806c2fa9cc' class='xr-var-data-in' type='checkbox'><label for='data-62d82e3c-9a3e-4340-9c99-b3806c2fa9cc' 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>[222 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;q</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0af975e2-223e-4135-a90c-5927bca8d114' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0af975e2-223e-4135-a90c-5927bca8d114' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-53d5479c-2e80-493a-ac30-1c03e986ba1e' class='xr-var-data-in' type='checkbox'><label for='data-53d5479c-2e80-493a-ac30-1c03e986ba1e' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;q_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1aa57736-ae3e-461f-99e1-dc7829e7e065' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1aa57736-ae3e-461f-99e1-dc7829e7e065' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2c2e8b1-94da-4367-9e80-0005191d13de' class='xr-var-data-in' type='checkbox'><label for='data-b2c2e8b1-94da-4367-9e80-0005191d13de' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;t_i_average</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f0106679-21c0-434e-8eef-6025bcc64cbe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f0106679-21c0-434e-8eef-6025bcc64cbe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ca0d01cc-e9f8-41d3-8f88-e3558a09d68b' class='xr-var-data-in' type='checkbox'><label for='data-ca0d01cc-e9f8-41d3-8f88-e3558a09d68b' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;t_i_average_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4c3c3ba6-72cd-4a84-9ae1-f0ff0ff910ca' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4c3c3ba6-72cd-4a84-9ae1-f0ff0ff910ca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d8572e12-2dc9-425b-b025-81636c6096ab' class='xr-var-data-in' type='checkbox'><label for='data-d8572e12-2dc9-425b-b025-81636c6096ab' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;zeff</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7e28990e-fadb-43a6-bc55-b2025f754425' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7e28990e-fadb-43a6-bc55-b2025f754425' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c48d0fd5-64eb-4a04-af6a-ee8e0be9fcaa' class='xr-var-data-in' type='checkbox'><label for='data-c48d0fd5-64eb-4a04-af6a-ee8e0be9fcaa' 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>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>profiles_1d[]&amp;zeff_SHAPE</span></div><div class='xr-var-dims'>(phony_dim_1, phony_dim_0)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-55998f33-3a83-4c87-a41b-aaa0a0103c25' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-55998f33-3a83-4c87-a41b-aaa0a0103c25' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-474db12b-0983-4a9a-8a00-1436a7d6a37e' class='xr-var-data-in' type='checkbox'><label for='data-474db12b-0983-4a9a-8a00-1436a7d6a37e' 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>[111 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time</span></div><div class='xr-var-dims'>(phony_dim_1)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b42d90f1-e369-4b4e-b872-95159d4591e3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b42d90f1-e369-4b4e-b872-95159d4591e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0c14641-cdd9-4b30-9c94-ece3f0b93b1d' class='xr-var-data-in' type='checkbox'><label for='data-c0c14641-cdd9-4b30-9c94-ece3f0b93b1d' 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>[111 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vacuum_toroidal_field&amp;b0</span></div><div class='xr-var-dims'>(phony_dim_1)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a8813e39-e86d-4e0e-b311-4274a665da44' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a8813e39-e86d-4e0e-b311-4274a665da44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef474427-4f0e-4550-a777-9488e2c2f287' class='xr-var-data-in' type='checkbox'><label for='data-ef474427-4f0e-4550-a777-9488e2c2f287' 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>[111 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vacuum_toroidal_field&amp;r0</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5fc2288e-1356-4857-b389-bbe28f7a0b7c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5fc2288e-1356-4857-b389-bbe28f7a0b7c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d2f2c35c-3489-4ae0-8e85-9ac813ae8447' class='xr-var-data-in' type='checkbox'><label for='data-d2f2c35c-3489-4ae0-8e85-9ac813ae8447' 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>[1 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-cf27b05e-80f6-4ae1-9829-ea664b3cb60b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cf27b05e-80f6-4ae1-9829-ea664b3cb60b' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-b29ade98-1919-4ebc-a60d-3ade809d8508' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b29ade98-1919-4ebc-a60d-3ade809d8508' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 2MB\n",
       "Dimensions:                                                       (\n",
       "                                                                   phony_dim_0: 1,\n",
       "                                                                   phony_dim_1: 111,\n",
       "                                                                   phony_dim_2: 51,\n",
       "                                                                   phony_dim_3: 2)\n",
       "Dimensions without coordinates: phony_dim_0, phony_dim_1, phony_dim_2,\n",
       "                                phony_dim_3\n",
       "Data variables: (12/71)\n",
       "    ids_properties&creation_date                                  <U8 32B ...\n",
       "    ids_properties&homogeneous_time                               int32 4B ...\n",
       "    ids_properties&version_put&access_layer                       <U7 28B ...\n",
       "    ids_properties&version_put&access_layer_language              <U6 24B ...\n",
       "    ids_properties&version_put&data_dictionary                    <U6 24B ...\n",
       "    profiles_1d[]&AOS_SHAPE                                       (phony_dim_0) int32 4B ...\n",
       "    ...                                                            ...\n",
       "    profiles_1d[]&t_i_average_SHAPE                               (phony_dim_1, phony_dim_0) int32 444B ...\n",
       "    profiles_1d[]&zeff                                            (phony_dim_1, phony_dim_2) float64 45kB ...\n",
       "    profiles_1d[]&zeff_SHAPE                                      (phony_dim_1, phony_dim_0) int32 444B ...\n",
       "    time                                                          (phony_dim_1) float64 888B ...\n",
       "    vacuum_toroidal_field&b0                                      (phony_dim_1) float64 888B ...\n",
       "    vacuum_toroidal_field&r0                                      float64 8B ..."
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "core_profiles"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "4cc91838-c347-4107-8bf0-b56e2a249b16",
   "metadata": {},
   "outputs": [],
   "source": [
    "def add_variable_name_as_attribute(dataset: xr.Dataset) -> xr.Dataset:\n",
    "    \"\"\"\n",
    "    Add an attribute to each variable in the dataset containing its name.\n",
    "    \n",
    "    Parameters:\n",
    "    - dataset (xr.Dataset): The input xarray Dataset.\n",
    "    \n",
    "    Returns:\n",
    "    - xr.Dataset: The modified Dataset with the attribute added to each variable.\n",
    "    \"\"\"\n",
    "    for var_name in list(dataset.variables):\n",
    "        dataset[var_name].attrs['IMAS_NAME'] = var_name\n",
    "    return dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "b4a15515-fef1-45a8-9ca1-4c2d66825b37",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
       "Dimensions:                                 (time: 111, rho_tor_norm: 51, ion: 2)\n",
       "Coordinates:\n",
       "    rho_tor_norm                            (time, rho_tor_norm) float64 45kB ...\n",
       "    ion                                     (time, ion) &lt;U1 888B ...\n",
       "  * time                                    (time) float64 888B 2.0 2.05 ... 7.5\n",
       "Data variables: (12/32)\n",
       "    electron_density                        (time, rho_tor_norm) float64 45kB ...\n",
       "    electron_density_thermal                (time, rho_tor_norm) float64 45kB ...\n",
       "    electron_density_thermal_error_lower    (time, rho_tor_norm) float64 45kB ...\n",
       "    electron_density_thermal_error_upper    (time, rho_tor_norm) float64 45kB ...\n",
       "    electron_pressure                       (time, rho_tor_norm) float64 45kB ...\n",
       "    electron_pressure_thermal               (time, rho_tor_norm) float64 45kB ...\n",
       "    ...                                      ...\n",
       "    ion_z                                   (time, ion) float64 2kB ...\n",
       "    q                                       (time, rho_tor_norm) float64 45kB ...\n",
       "    ion_temperature_average                 (time, rho_tor_norm) float64 45kB ...\n",
       "    z_effective                             (time, rho_tor_norm) float64 45kB ...\n",
       "    b0                                      (time) float64 888B ...\n",
       "    r0                                      float64 8B ...\n",
       "Attributes:\n",
       "    creation_date:            15/07/24\n",
       "    data_dictionary_version:  3.41.0</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-7993cb87-b86f-4cff-b03a-0aff940a1afb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7993cb87-b86f-4cff-b03a-0aff940a1afb' 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'>time</span>: 111</li><li><span>rho_tor_norm</span>: 51</li><li><span>ion</span>: 2</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-aea9ffd1-4459-46ff-a992-81eddef5358f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-aea9ffd1-4459-46ff-a992-81eddef5358f' 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>rho_tor_norm</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bb211bc2-5bd7-4d73-a958-625b30794bb5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bb211bc2-5bd7-4d73-a958-625b30794bb5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-60b593e4-1249-44f0-a372-75695bfd5336' class='xr-var-data-in' type='checkbox'><label for='data-60b593e4-1249-44f0-a372-75695bfd5336' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;grid&amp;rho_tor_norm</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion</span></div><div class='xr-var-dims'>(time, ion)</div><div class='xr-var-dtype'>&lt;U1</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-de768187-bac8-4a16-8519-ff267a10a344' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-de768187-bac8-4a16-8519-ff267a10a344' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0734837c-fbb0-47b2-80f6-6d16dc8c233c' class='xr-var-data-in' type='checkbox'><label for='data-0734837c-fbb0-47b2-80f6-6d16dc8c233c' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;label</dd></dl></div><div class='xr-var-data'><pre>[222 values with dtype=&lt;U1]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.0 2.05 2.1 2.15 ... 7.4 7.45 7.5</div><input id='attrs-ad5e99da-3442-4851-acc7-fff6ba3011e8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ad5e99da-3442-4851-acc7-fff6ba3011e8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1bc15ab4-528a-4537-a0bc-8c3578ea96e1' class='xr-var-data-in' type='checkbox'><label for='data-1bc15ab4-528a-4537-a0bc-8c3578ea96e1' 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>IMAS_NAME :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([2.0002, 2.0502, 2.1002, 2.1502, 2.2002, 2.2502, 2.3002, 2.3502, 2.4002,\n",
       "       2.4502, 2.5002, 2.5502, 2.6002, 2.6502, 2.7002, 2.7502, 2.8002, 2.8502,\n",
       "       2.9002, 2.9502, 3.0002, 3.0502, 3.1002, 3.1502, 3.2002, 3.2502, 3.3002,\n",
       "       3.3502, 3.4002, 3.4502, 3.5002, 3.5502, 3.6002, 3.6502, 3.7002, 3.7502,\n",
       "       3.8002, 3.8502, 3.9002, 3.9502, 4.0002, 4.0502, 4.1002, 4.1502, 4.2002,\n",
       "       4.2502, 4.3002, 4.3502, 4.4002, 4.4502, 4.5002, 4.5502, 4.6002, 4.6502,\n",
       "       4.7002, 4.7502, 4.8002, 4.8502, 4.9002, 4.9502, 5.0002, 5.0502, 5.1002,\n",
       "       5.1502, 5.2002, 5.2502, 5.3002, 5.3502, 5.4002, 5.4502, 5.5002, 5.5502,\n",
       "       5.6002, 5.6502, 5.7002, 5.7502, 5.8002, 5.8502, 5.9002, 5.9502, 6.0002,\n",
       "       6.0502, 6.1002, 6.1502, 6.2002, 6.2502, 6.3002, 6.3502, 6.4002, 6.4502,\n",
       "       6.5002, 6.5502, 6.6002, 6.6502, 6.7002, 6.7502, 6.8002, 6.8502, 6.9002,\n",
       "       6.9502, 7.0002, 7.0502, 7.1002, 7.1502, 7.2002, 7.2502, 7.3002, 7.3502,\n",
       "       7.4002, 7.4502, 7.5002])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-32940357-4b8c-4abf-91cb-6c4aebd1bea0' class='xr-section-summary-in' type='checkbox'  ><label for='section-32940357-4b8c-4abf-91cb-6c4aebd1bea0' class='xr-section-summary' >Data variables: <span>(32)</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>electron_density</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0c68b202-5815-4f93-b7ec-c974b35b1679' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0c68b202-5815-4f93-b7ec-c974b35b1679' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee150fc2-51f9-4ff9-aee9-c1ebeb2f0110' class='xr-var-data-in' type='checkbox'><label for='data-ee150fc2-51f9-4ff9-aee9-c1ebeb2f0110' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;electrons&amp;density</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>electron_density_thermal</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b1d5dc0b-9a9b-47af-afa5-1033223e604a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b1d5dc0b-9a9b-47af-afa5-1033223e604a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-693cb5cd-f6a5-4863-8d87-7f86b436d54c' class='xr-var-data-in' type='checkbox'><label for='data-693cb5cd-f6a5-4863-8d87-7f86b436d54c' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;electrons&amp;density_thermal</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>electron_density_thermal_error_lower</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-24a1ddfc-a285-49ec-bc16-39355eeb1b8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-24a1ddfc-a285-49ec-bc16-39355eeb1b8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90f00d9f-f971-418c-b16c-4cec54188358' class='xr-var-data-in' type='checkbox'><label for='data-90f00d9f-f971-418c-b16c-4cec54188358' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;electrons&amp;density_thermal_error_lower</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>electron_density_thermal_error_upper</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d190c859-6b9c-4aca-b1fe-b147da5f37ee' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d190c859-6b9c-4aca-b1fe-b147da5f37ee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-826674a4-5c9f-4d62-94b3-f86b69741f73' class='xr-var-data-in' type='checkbox'><label for='data-826674a4-5c9f-4d62-94b3-f86b69741f73' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;electrons&amp;density_thermal_error_upper</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>electron_pressure</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6dabd4b6-294b-4b98-93e4-cbfcf588d8d8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6dabd4b6-294b-4b98-93e4-cbfcf588d8d8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e9118770-1e87-42db-ba95-ef48f7d2801a' class='xr-var-data-in' type='checkbox'><label for='data-e9118770-1e87-42db-ba95-ef48f7d2801a' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;electrons&amp;pressure</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>electron_pressure_thermal</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e57f43d3-b239-4f22-8e1a-cf38c2b5c871' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e57f43d3-b239-4f22-8e1a-cf38c2b5c871' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e13aa403-92bd-4d57-aace-bb4f5be2acd8' class='xr-var-data-in' type='checkbox'><label for='data-e13aa403-92bd-4d57-aace-bb4f5be2acd8' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;electrons&amp;pressure_thermal</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>electron_temperature</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e9b526d9-01c4-4528-829a-3f7bb14ce256' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e9b526d9-01c4-4528-829a-3f7bb14ce256' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4c676cde-e1de-46a5-be87-7d17950f03b9' class='xr-var-data-in' type='checkbox'><label for='data-4c676cde-e1de-46a5-be87-7d17950f03b9' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;electrons&amp;temperature</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>electron_temperature_error_lower</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ad8ed0cc-c0d4-4ced-bb2e-608b6277ef6e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ad8ed0cc-c0d4-4ced-bb2e-608b6277ef6e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a97beb92-2e2e-41e1-8ede-e2b1f7e885d8' class='xr-var-data-in' type='checkbox'><label for='data-a97beb92-2e2e-41e1-8ede-e2b1f7e885d8' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;electrons&amp;temperature_error_lower</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>electron_temperature_error_upper</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0c5c9b29-2992-4a12-924b-bf2461a166b1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0c5c9b29-2992-4a12-924b-bf2461a166b1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d38f6c2-cc77-49ed-a55c-2bfd501f7fe3' class='xr-var-data-in' type='checkbox'><label for='data-1d38f6c2-cc77-49ed-a55c-2bfd501f7fe3' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;electrons&amp;temperature_error_upper</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>area</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b408f234-633e-4f2f-b918-4e051b2f943a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b408f234-633e-4f2f-b918-4e051b2f943a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad7e4ce5-cbf0-4845-9c63-c0dca9abe18d' class='xr-var-data-in' type='checkbox'><label for='data-ad7e4ce5-cbf0-4845-9c63-c0dca9abe18d' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;grid&amp;area</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>psi</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-77847b23-8cca-4cb0-8ee3-83c841cb4704' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-77847b23-8cca-4cb0-8ee3-83c841cb4704' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-03689f79-d896-4e52-90ea-0b3a5a056b0c' class='xr-var-data-in' type='checkbox'><label for='data-03689f79-d896-4e52-90ea-0b3a5a056b0c' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;grid&amp;psi</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rho_tor</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-163b7469-4eeb-4fdd-b303-ceb25f6c70da' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-163b7469-4eeb-4fdd-b303-ceb25f6c70da' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3209e81a-840a-477b-a2bf-c3f95f040b17' class='xr-var-data-in' type='checkbox'><label for='data-3209e81a-840a-477b-a2bf-c3f95f040b17' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;grid&amp;rho_tor</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>volume</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f58561ea-937d-46ec-b69d-585b641f1c23' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f58561ea-937d-46ec-b69d-585b641f1c23' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ed443ec5-6c24-4ac5-ae36-07d159f0df18' class='xr-var-data-in' type='checkbox'><label for='data-ed443ec5-6c24-4ac5-ae36-07d159f0df18' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;grid&amp;volume</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_density</span></div><div class='xr-var-dims'>(time, ion, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ba6ab6a6-48fb-4b5a-8a2a-80efe7e1c176' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ba6ab6a6-48fb-4b5a-8a2a-80efe7e1c176' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-62b3d5df-fdc9-4e69-8914-c581a8f3d66b' class='xr-var-data-in' type='checkbox'><label for='data-62b3d5df-fdc9-4e69-8914-c581a8f3d66b' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;density</dd></dl></div><div class='xr-var-data'><pre>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_density_thermal</span></div><div class='xr-var-dims'>(time, ion, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-be377dcd-10ea-46fd-951f-6c35045b32df' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-be377dcd-10ea-46fd-951f-6c35045b32df' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83d5c707-3605-49b0-9b45-4e380c3dee0f' class='xr-var-data-in' type='checkbox'><label for='data-83d5c707-3605-49b0-9b45-4e380c3dee0f' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;density_thermal</dd></dl></div><div class='xr-var-data'><pre>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>element_atomic_mass</span></div><div class='xr-var-dims'>(time, ion)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3e24b4d4-ea46-4e0a-a691-b1b1abc8c816' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3e24b4d4-ea46-4e0a-a691-b1b1abc8c816' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc42f09a-80ab-4125-8ca1-cff39393c523' class='xr-var-data-in' type='checkbox'><label for='data-dc42f09a-80ab-4125-8ca1-cff39393c523' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;element[]&amp;a</dd></dl></div><div class='xr-var-data'><pre>[222 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>atoms_quantity</span></div><div class='xr-var-dims'>(time, ion)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c1345d0a-d789-40ea-aafc-a74c3cf47846' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c1345d0a-d789-40ea-aafc-a74c3cf47846' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bffa1792-aed9-4ee4-a8d7-649af0bfcb9f' class='xr-var-data-in' type='checkbox'><label for='data-bffa1792-aed9-4ee4-a8d7-649af0bfcb9f' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;element[]&amp;atoms_n</dd></dl></div><div class='xr-var-data'><pre>[222 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>element_nuclear_charge</span></div><div class='xr-var-dims'>(time, ion)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6a9bb3f2-c5ef-4a9f-8d90-a16ab084876b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6a9bb3f2-c5ef-4a9f-8d90-a16ab084876b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ea5d432-d4e7-44fc-a03b-460f9999e7c0' class='xr-var-data-in' type='checkbox'><label for='data-7ea5d432-d4e7-44fc-a03b-460f9999e7c0' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;element[]&amp;z_n</dd></dl></div><div class='xr-var-data'><pre>[222 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_pressure</span></div><div class='xr-var-dims'>(time, ion, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f358f358-2184-4800-865a-d81669249bb3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f358f358-2184-4800-865a-d81669249bb3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f5733816-dfc5-4d1a-86ff-c831d99b6069' class='xr-var-data-in' type='checkbox'><label for='data-f5733816-dfc5-4d1a-86ff-c831d99b6069' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;pressure</dd></dl></div><div class='xr-var-data'><pre>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_pressure_thermal</span></div><div class='xr-var-dims'>(time, ion, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-792aca42-61b4-4bac-9e37-b928d7c750db' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-792aca42-61b4-4bac-9e37-b928d7c750db' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b29c8b57-c936-4a01-b3e7-17737b37e04d' class='xr-var-data-in' type='checkbox'><label for='data-b29c8b57-c936-4a01-b3e7-17737b37e04d' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;pressure_thermal</dd></dl></div><div class='xr-var-data'><pre>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_rotation_frequency_tor</span></div><div class='xr-var-dims'>(time, ion, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a5a069f1-7519-4087-a959-15930e121db1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a5a069f1-7519-4087-a959-15930e121db1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5982c16b-0b91-447b-a6e2-77f4a6cf6814' class='xr-var-data-in' type='checkbox'><label for='data-5982c16b-0b91-447b-a6e2-77f4a6cf6814' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;rotation_frequency_tor</dd></dl></div><div class='xr-var-data'><pre>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_rotation_frequency_tor_error_lower</span></div><div class='xr-var-dims'>(time, ion, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b516aed6-37ad-4c68-abb7-2f54c424fa3d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b516aed6-37ad-4c68-abb7-2f54c424fa3d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f1f2ec33-b4ca-4420-b778-6a6be16dc7e1' class='xr-var-data-in' type='checkbox'><label for='data-f1f2ec33-b4ca-4420-b778-6a6be16dc7e1' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;rotation_frequency_tor_error_lower</dd></dl></div><div class='xr-var-data'><pre>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_rotation_frequency_tor_error_upper</span></div><div class='xr-var-dims'>(time, ion, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-230231f9-b602-4d3d-b401-347ef5f2a6d7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-230231f9-b602-4d3d-b401-347ef5f2a6d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9ddbd79f-c197-4e56-a43a-745fefd8834d' class='xr-var-data-in' type='checkbox'><label for='data-9ddbd79f-c197-4e56-a43a-745fefd8834d' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;rotation_frequency_tor_error_upper</dd></dl></div><div class='xr-var-data'><pre>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_temperature</span></div><div class='xr-var-dims'>(time, ion, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f96fbcec-0f3d-4eaa-8551-a0d7fc7b99cf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f96fbcec-0f3d-4eaa-8551-a0d7fc7b99cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-427b00e9-0764-43f3-abbc-3eb10d94a14f' class='xr-var-data-in' type='checkbox'><label for='data-427b00e9-0764-43f3-abbc-3eb10d94a14f' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;temperature</dd></dl></div><div class='xr-var-data'><pre>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_temperature_error_lower</span></div><div class='xr-var-dims'>(time, ion, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2a8c52bc-aeab-4c11-b81b-f4bb4634602f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2a8c52bc-aeab-4c11-b81b-f4bb4634602f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e70253b6-c3d8-403a-8463-dc1e3d1f191f' class='xr-var-data-in' type='checkbox'><label for='data-e70253b6-c3d8-403a-8463-dc1e3d1f191f' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;temperature_error_lower</dd></dl></div><div class='xr-var-data'><pre>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_temperature_error_upper</span></div><div class='xr-var-dims'>(time, ion, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f0aae9e8-fceb-4639-ae18-aa9b88be41ef' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f0aae9e8-fceb-4639-ae18-aa9b88be41ef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a7dc077-63dd-4e69-8f95-bdd74d8878c5' class='xr-var-data-in' type='checkbox'><label for='data-6a7dc077-63dd-4e69-8f95-bdd74d8878c5' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;temperature_error_upper</dd></dl></div><div class='xr-var-data'><pre>[11322 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_z</span></div><div class='xr-var-dims'>(time, ion)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-11b30557-0ae9-42d7-94ee-ca3a9808f6b8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-11b30557-0ae9-42d7-94ee-ca3a9808f6b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b767166f-811c-4fe8-8e90-b4991984a4dc' class='xr-var-data-in' type='checkbox'><label for='data-b767166f-811c-4fe8-8e90-b4991984a4dc' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;ion[]&amp;z_ion</dd></dl></div><div class='xr-var-data'><pre>[222 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>q</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1c6a464c-cbf8-4e96-9385-b0e68c04524b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1c6a464c-cbf8-4e96-9385-b0e68c04524b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-448c1302-0bb1-41e0-a9fa-0b5551fb3cc1' class='xr-var-data-in' type='checkbox'><label for='data-448c1302-0bb1-41e0-a9fa-0b5551fb3cc1' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;q</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ion_temperature_average</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-30f8016f-5037-41a6-9cef-baced0fd01fd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30f8016f-5037-41a6-9cef-baced0fd01fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68fdb291-09a0-4621-b776-87acc70161d7' class='xr-var-data-in' type='checkbox'><label for='data-68fdb291-09a0-4621-b776-87acc70161d7' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;t_i_average</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z_effective</span></div><div class='xr-var-dims'>(time, rho_tor_norm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b05209dc-d653-4bfe-a398-be38554ee015' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b05209dc-d653-4bfe-a398-be38554ee015' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73a5f807-5b2a-45c0-a658-8f2bc9530a47' class='xr-var-data-in' type='checkbox'><label for='data-73a5f807-5b2a-45c0-a658-8f2bc9530a47' 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>IMAS_NAME :</span></dt><dd>profiles_1d[]&amp;zeff</dd></dl></div><div class='xr-var-data'><pre>[5661 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b0</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-760fe706-3834-45b5-b094-8228a55dbcd9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-760fe706-3834-45b5-b094-8228a55dbcd9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6f0eeed9-958c-4b7c-bda7-e2e220243c1f' class='xr-var-data-in' type='checkbox'><label for='data-6f0eeed9-958c-4b7c-bda7-e2e220243c1f' 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>IMAS_NAME :</span></dt><dd>vacuum_toroidal_field&amp;b0</dd></dl></div><div class='xr-var-data'><pre>[111 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>r0</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4bb32bde-ca15-4c73-8b97-005481a218f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4bb32bde-ca15-4c73-8b97-005481a218f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a302eb99-2660-40d4-b9a8-45b8cd85c4c2' class='xr-var-data-in' type='checkbox'><label for='data-a302eb99-2660-40d4-b9a8-45b8cd85c4c2' 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>IMAS_NAME :</span></dt><dd>vacuum_toroidal_field&amp;r0</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b2d8da40-162a-43cd-bb86-edd8ee0b021e' class='xr-section-summary-in' type='checkbox'  ><label for='section-b2d8da40-162a-43cd-bb86-edd8ee0b021e' class='xr-section-summary' >Indexes: <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-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-f85e40bc-59f2-4858-9799-6a6e9a8dc898' class='xr-index-data-in' type='checkbox'/><label for='index-f85e40bc-59f2-4858-9799-6a6e9a8dc898' 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([ 2.000200033187866,  2.050200033187866, 2.1002000331878663,\n",
       "        2.150200033187866, 2.2002000331878664,  2.250200033187866,\n",
       "        2.300200033187866, 2.3502000331878663,  2.400200033187866,\n",
       "       2.4502000331878664,\n",
       "       ...\n",
       "        7.050200033187867,  7.100200033187867,  7.150200033187867,\n",
       "        7.200200033187866,  7.250200033187866,  7.300200033187867,\n",
       "        7.350200033187867,  7.400200033187867,  7.450200033187866,\n",
       "        7.500200033187866],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;time&#x27;, length=111))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d782af27-16d5-4c96-9b8c-fe2c2dae90a2' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d782af27-16d5-4c96-9b8c-fe2c2dae90a2' class='xr-section-summary' >Attributes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>creation_date :</span></dt><dd>15/07/24</dd><dt><span>data_dictionary_version :</span></dt><dd>3.41.0</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 2MB\n",
       "Dimensions:                                 (time: 111, rho_tor_norm: 51, ion: 2)\n",
       "Coordinates:\n",
       "    rho_tor_norm                            (time, rho_tor_norm) float64 45kB ...\n",
       "    ion                                     (time, ion) <U1 888B ...\n",
       "  * time                                    (time) float64 888B 2.0 2.05 ... 7.5\n",
       "Data variables: (12/32)\n",
       "    electron_density                        (time, rho_tor_norm) float64 45kB ...\n",
       "    electron_density_thermal                (time, rho_tor_norm) float64 45kB ...\n",
       "    electron_density_thermal_error_lower    (time, rho_tor_norm) float64 45kB ...\n",
       "    electron_density_thermal_error_upper    (time, rho_tor_norm) float64 45kB ...\n",
       "    electron_pressure                       (time, rho_tor_norm) float64 45kB ...\n",
       "    electron_pressure_thermal               (time, rho_tor_norm) float64 45kB ...\n",
       "    ...                                      ...\n",
       "    ion_z                                   (time, ion) float64 2kB ...\n",
       "    q                                       (time, rho_tor_norm) float64 45kB ...\n",
       "    ion_temperature_average                 (time, rho_tor_norm) float64 45kB ...\n",
       "    z_effective                             (time, rho_tor_norm) float64 45kB ...\n",
       "    b0                                      (time) float64 888B ...\n",
       "    r0                                      float64 8B ...\n",
       "Attributes:\n",
       "    creation_date:            15/07/24\n",
       "    data_dictionary_version:  3.41.0"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "core_profiles = (\n",
    "    core_profiles.swap_dims(\n",
    "        {\n",
    "            core_profiles[\"time\"].dims[0]: \"time\",\n",
    "            core_profiles[\"profiles_1d[]&grid&rho_tor_norm\"].dims[-1]: \"rho_tor_norm\",\n",
    "            core_profiles[\"profiles_1d[]&ion[]&label\"].dims[-1]: \"ion\",\n",
    "        }\n",
    "    )\n",
    "    .set_coords(\n",
    "        [\n",
    "            \"profiles_1d[]&grid&rho_tor_norm\",\n",
    "            \"profiles_1d[]&ion[]&label\",\n",
    "        ]\n",
    "    )\n",
    "    .squeeze()\n",
    "    .assign_attrs(\n",
    "        {\n",
    "            \"creation_date\": core_profiles[\"ids_properties&creation_date\"].values,\n",
    "            \"data_dictionary_version\": core_profiles[\"ids_properties&version_put&data_dictionary\"].values,\n",
    "        }\n",
    "    )\n",
    "    .drop_vars(\n",
    "        [\n",
    "            \"ids_properties&creation_date\",\n",
    "            \"ids_properties&homogeneous_time\",\n",
    "            \"ids_properties&version_put&access_layer\",\n",
    "            \"ids_properties&version_put&access_layer_language\",\n",
    "            \"ids_properties&version_put&data_dictionary\",\n",
    "            \"profiles_1d[]&ion[]&multiple_states_flag\",\n",
    "        ] + [variable for variable in list(core_profiles.variables) if \"SHAPE\" in variable]\n",
    "    )\n",
    ")\n",
    "core_profiles = (\n",
    "    add_variable_name_as_attribute(core_profiles)\n",
    "    .rename_vars(\n",
    "        {\n",
    "            \"profiles_1d[]&grid&rho_tor_norm\": \"rho_tor_norm\",\n",
    "            \"profiles_1d[]&ion[]&label\": \"ion\",\n",
    "            'profiles_1d[]&electrons&density': \"electron_density\",\n",
    "            'profiles_1d[]&electrons&density_thermal': \"electron_density_thermal\",\n",
    "            'profiles_1d[]&electrons&density_thermal_error_lower': \"electron_density_thermal_error_lower\",\n",
    "            'profiles_1d[]&electrons&density_thermal_error_upper': \"electron_density_thermal_error_upper\",\n",
    "            'profiles_1d[]&electrons&pressure': \"electron_pressure\",\n",
    "            'profiles_1d[]&electrons&pressure_thermal': \"electron_pressure_thermal\",\n",
    "            'profiles_1d[]&electrons&temperature': \"electron_temperature\",\n",
    "            'profiles_1d[]&electrons&temperature_error_lower': \"electron_temperature_error_lower\",\n",
    "            'profiles_1d[]&electrons&temperature_error_upper': \"electron_temperature_error_upper\",\n",
    "            'profiles_1d[]&grid&area': \"area\",\n",
    "            'profiles_1d[]&grid&psi': \"psi\",\n",
    "            'profiles_1d[]&grid&rho_tor': \"rho_tor\",\n",
    "            'profiles_1d[]&grid&volume': \"volume\",\n",
    "            \"profiles_1d[]&ion[]&element[]&z_n\": \"element_nuclear_charge\",\n",
    "            \"profiles_1d[]&ion[]&element[]&a\": \"element_atomic_mass\",\n",
    "            \"profiles_1d[]&ion[]&element[]&atoms_n\": \"atoms_quantity\",\n",
    "            'profiles_1d[]&ion[]&density': \"ion_density\",\n",
    "            'profiles_1d[]&ion[]&density_thermal': \"ion_density_thermal\",\n",
    "            'profiles_1d[]&ion[]&pressure': \"ion_pressure\",\n",
    "            'profiles_1d[]&ion[]&pressure_thermal': \"ion_pressure_thermal\",\n",
    "            'profiles_1d[]&ion[]&rotation_frequency_tor': \"ion_rotation_frequency_tor\",\n",
    "            'profiles_1d[]&ion[]&rotation_frequency_tor_error_lower': \"ion_rotation_frequency_tor_error_lower\",\n",
    "            'profiles_1d[]&ion[]&rotation_frequency_tor_error_upper': \"ion_rotation_frequency_tor_error_upper\",\n",
    "            'profiles_1d[]&ion[]&temperature': \"ion_temperature\",\n",
    "            'profiles_1d[]&ion[]&temperature_error_lower': \"ion_temperature_error_lower\",\n",
    "            'profiles_1d[]&ion[]&temperature_error_upper': \"ion_temperature_error_upper\",\n",
    "            'profiles_1d[]&ion[]&z_ion': \"ion_z\",\n",
    "            'profiles_1d[]&q': \"q\",\n",
    "            'profiles_1d[]&t_i_average': \"ion_temperature_average\",\n",
    "            'profiles_1d[]&zeff': \"z_effective\",\n",
    "            'vacuum_toroidal_field&b0': \"b0\",\n",
    "            'vacuum_toroidal_field&r0': \"r0\",\n",
    "        }\n",
    "    )\n",
    ")\n",
    "\n",
    "core_profiles"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d45171a2-40ca-4e41-9a99-d498d9d89d5b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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