diff --git a/docs/notebooks/api_user_guide/4_search.ipynb b/docs/notebooks/api_user_guide/4_search.ipynb index 4f170b63d..08c201014 100644 --- a/docs/notebooks/api_user_guide/4_search.ipynb +++ b/docs/notebooks/api_user_guide/4_search.ipynb @@ -4211,7 +4211,7 @@ "\n", "The product types exposed by `eodag` for a given provider are hard-coded in a configuration file. This means that a provider can add a new product type to its catalog, which would then not be listed in `eodag`'s configuration until it is updated. To cover this case, it has been made possible to search for a product type not referenced by `eodag`.\n", "\n", - "Internally, a generic product type has been created (`GENERIC_PRODUCT_TYPE`) to emulate a non-referenced product type. The parameters required to search for a non-referenced product type are saved in [eodag's internal provider configuration file](../../add_provider.rst#providers-pre-configuration). For example *creodias* is configured with this generic produc type:\n", + "Internally, a generic product type has been created (`GENERIC_PRODUCT_TYPE`) to emulate a non-referenced product type. The parameters required to search for a non-referenced product type are saved in [eodag's internal provider configuration file](../../add_provider.rst#providers-pre-configuration). For example *creodias* is configured with this generic product type:\n", "\n", "```\n", " GENERIC_PRODUCT_TYPE:\n", diff --git a/docs/notebooks/tutos/tuto_cds.ipynb b/docs/notebooks/tutos/tuto_cds.ipynb index da2a735d2..81a37b0a9 100644 --- a/docs/notebooks/tutos/tuto_cds.ipynb +++ b/docs/notebooks/tutos/tuto_cds.ipynb @@ -28,7 +28,7 @@ "source": [ "## Search (build download request)\n", "\n", - "There are two use case, a search for a product already configured in EODAG, or a search for a dataset not already configured, where you will have a little more to do.\n", + "There are two use cases, a search for a product already configured in EODAG, or a search for a dataset not already configured, where you will have a little more to do.\n", "\n", "We can add a `variable` (Temperature, `temperature`) and one `model_level` to the request because `CAMS_EAC4` is configured to request for some pre-configured values. Check the dataset available values to make your selection.\n", "\n", @@ -47,7 +47,7 @@ { "data": { "text/plain": [ - "typing.Annotated[typing.Literal['10m_u_component_of_wind', '10m_v_component_of_wind', '2m_dewpoint_temperature', '2m_temperature', 'acetone', 'acetone_product', 'aldehydes', 'amine', 'ammonia', 'ammonium', 'black_carbon_aerosol_optical_depth_550nm', 'carbon_monoxide', 'dimethyl_sulfide', 'dinitrogen_pentoxide', 'dust_aerosol_0.03-0.55um_mixing_ratio', 'dust_aerosol_0.55-0.9um_mixing_ratio', 'dust_aerosol_0.9-20um_mixing_ratio', 'dust_aerosol_optical_depth_550nm', 'ethane', 'ethanol', 'ethene', 'formaldehyde', 'formic_acid', 'fraction_of_cloud_cover', 'geopotential', 'high_cloud_cover', 'high_vegetation_cover', 'hydrogen_peroxide', 'hydroperoxy_radical', 'hydrophilic_black_carbon_aerosol_mixing_ratio', 'hydrophilic_organic_matter_aerosol_mixing_ratio', 'hydrophobic_black_carbon_aerosol_mixing_ratio', 'hydrophobic_organic_matter_aerosol_mixing_ratio', 'hydroxyl_radical', 'isoprene', 'lake_cover', 'land_sea_mask', 'lead', 'leaf_area_index_high_vegetation', 'leaf_area_index_low_vegetation', 'lifting_threshold_speed', 'low_cloud_cover', 'low_vegetation_cover', 'mean_altitude_of_maximum_injection', 'mean_sea_level_pressure', 'medium_cloud_cover', 'methacrolein_mvk', 'methacrylic_acid', 'methane_chemistry', 'methane_sulfonic_acid', 'methanol', 'methyl_glyoxal', 'methyl_peroxide', 'methylperoxy_radical', 'near_ir_albedo_for_diffuse_radiation', 'near_ir_albedo_for_direct_radiation', 'nitrate', 'nitrate_radical', 'nitric_acid', 'nitrogen_dioxide', 'nitrogen_monoxide', 'olefins', 'organic_ethers', 'organic_matter_aerosol_optical_depth_550nm', 'organic_nitrates', 'ozone', 'paraffins', 'particulate_matter_10um', 'particulate_matter_1um', 'particulate_matter_2.5um', 'pernitric_acid', 'peroxides', 'peroxy_acetyl_radical', 'peroxyacetyl_nitrate', 'potential_vorticity', 'propane', 'propene', 'radon', 'relative_humidity', 'sea_ice_cover', 'sea_salt_aerosol_0.03-0.5um_mixing_ratio', 'sea_salt_aerosol_0.5-5um_mixing_ratio', 'sea_salt_aerosol_5-20um_mixing_ratio', 'sea_salt_aerosol_optical_depth_550nm', 'sea_surface_temperature', 'skin_reservoir_content', 'skin_temperature', 'snow_albedo', 'snow_depth', 'soil_clay_content', 'soil_type', 'specific_cloud_ice_water_content', 'specific_cloud_liquid_water_content', 'specific_humidity', 'specific_rain_water_content', 'specific_snow_water_content', 'stratospheric_ozone_tracer', 'sulphate_aerosol_mixing_ratio', 'sulphate_aerosol_optical_depth_550nm', 'sulphur_dioxide', 'surface_geopotential', 'surface_pressure', 'surface_roughness', 'temperature', 'terpenes', 'total_aerosol_optical_depth_1240nm', 'total_aerosol_optical_depth_469nm', 'total_aerosol_optical_depth_550nm', 'total_aerosol_optical_depth_670nm', 'total_aerosol_optical_depth_865nm', 'total_cloud_cover', 'total_column_acetone', 'total_column_aldehydes', 'total_column_carbon_monoxide', 'total_column_ethane', 'total_column_ethanol', 'total_column_ethene', 'total_column_formaldehyde', 'total_column_formic_acid', 'total_column_hydrogen_peroxide', 'total_column_hydroxyl_radical', 'total_column_isoprene', 'total_column_methane', 'total_column_methanol', 'total_column_methyl_peroxide', 'total_column_nitric_acid', 'total_column_nitrogen_dioxide', 'total_column_nitrogen_monoxide', 'total_column_olefins', 'total_column_organic_nitrates', 'total_column_ozone', 'total_column_paraffins', 'total_column_peroxyacetyl_nitrate', 'total_column_propane', 'total_column_sulphur_dioxide', 'total_column_water', 'total_column_water_vapour', 'type_of_high_vegetation', 'type_of_low_vegetation', 'u_component_of_wind', 'uv_visible_albedo_for_diffuse_radiation', 'uv_visible_albedo_for_direct_radiation', 'v_component_of_wind', 'vertical_velocity', 'vertically_integrated_mass_of_dust_aerosol_0.03-0.55um', 'vertically_integrated_mass_of_dust_aerosol_0.55-9um', 'vertically_integrated_mass_of_dust_aerosol_9-20um', 'vertically_integrated_mass_of_hydrophilic_black_carbon_aerosol', 'vertically_integrated_mass_of_hydrophilic_organic_matter_aerosol', 'vertically_integrated_mass_of_hydrophobic_black_carbon_aerosol', 'vertically_integrated_mass_of_hydrophobic_organic_matter_aerosol', 'vertically_integrated_mass_of_sea_salt_aerosol_0.03-0.5um', 'vertically_integrated_mass_of_sea_salt_aerosol_0.5-5um', 'vertically_integrated_mass_of_sea_salt_aerosol_5-20um', 'vertically_integrated_mass_of_sulphate_aerosol'], FieldInfo(annotation=NoneType, required=False, default='2m_dewpoint_temperature')]" + "typing.Annotated[typing.List[typing.Literal['10m_u_component_of_wind', '10m_v_component_of_wind', '2m_dewpoint_temperature', '2m_temperature', 'black_carbon_aerosol_optical_depth_550nm', 'dust_aerosol_optical_depth_550nm', 'high_cloud_cover', 'high_vegetation_cover', 'lake_cover', 'land_sea_mask', 'leaf_area_index_high_vegetation', 'leaf_area_index_low_vegetation', 'lifting_threshold_speed', 'low_cloud_cover', 'low_vegetation_cover', 'mean_altitude_of_maximum_injection', 'mean_sea_level_pressure', 'medium_cloud_cover', 'near_ir_albedo_for_diffuse_radiation', 'near_ir_albedo_for_direct_radiation', 'organic_matter_aerosol_optical_depth_550nm', 'particulate_matter_10um', 'particulate_matter_1um', 'particulate_matter_2.5um', 'sea_ice_cover', 'sea_salt_aerosol_optical_depth_550nm', 'sea_surface_temperature', 'skin_reservoir_content', 'skin_temperature', 'snow_albedo', 'snow_depth', 'soil_clay_content', 'soil_type', 'sulphate_aerosol_optical_depth_550nm', 'surface_geopotential', 'surface_pressure', 'surface_roughness', 'total_aerosol_optical_depth_1240nm', 'total_aerosol_optical_depth_469nm', 'total_aerosol_optical_depth_550nm', 'total_aerosol_optical_depth_670nm', 'total_aerosol_optical_depth_865nm', 'total_cloud_cover', 'total_column_acetone', 'total_column_aldehydes', 'total_column_carbon_monoxide', 'total_column_ethane', 'total_column_ethanol', 'total_column_ethene', 'total_column_formaldehyde', 'total_column_formic_acid', 'total_column_hydrogen_peroxide', 'total_column_hydroxyl_radical', 'total_column_isoprene', 'total_column_methane', 'total_column_methanol', 'total_column_methyl_peroxide', 'total_column_nitric_acid', 'total_column_nitrogen_dioxide', 'total_column_nitrogen_monoxide', 'total_column_olefins', 'total_column_organic_nitrates', 'total_column_ozone', 'total_column_paraffins', 'total_column_peroxyacetyl_nitrate', 'total_column_propane', 'total_column_sulphur_dioxide', 'total_column_water', 'total_column_water_vapour', 'type_of_high_vegetation', 'type_of_low_vegetation', 'uv_visible_albedo_for_diffuse_radiation', 'uv_visible_albedo_for_direct_radiation', 'vertically_integrated_mass_of_dust_aerosol_0.03-0.55um', 'vertically_integrated_mass_of_dust_aerosol_0.55-9um', 'vertically_integrated_mass_of_dust_aerosol_9-20um', 'vertically_integrated_mass_of_hydrophilic_black_carbon_aerosol', 'vertically_integrated_mass_of_hydrophilic_organic_matter_aerosol', 'vertically_integrated_mass_of_hydrophobic_black_carbon_aerosol', 'vertically_integrated_mass_of_hydrophobic_organic_matter_aerosol', 'vertically_integrated_mass_of_sea_salt_aerosol_0.03-0.5um', 'vertically_integrated_mass_of_sea_salt_aerosol_0.5-5um', 'vertically_integrated_mass_of_sea_salt_aerosol_5-20um', 'vertically_integrated_mass_of_sulphate_aerosol']], FieldInfo(annotation=NoneType, required=False, default='2m_dewpoint_temperature', title='Variable', description='Please, consult the product user guide in the documentation section for more information on these variables.')]" ] }, "execution_count": 2, @@ -57,7 +57,7 @@ ], "source": [ "queryables = dag.list_queryables(provider=\"cop_ads\", productType=\"CAMS_EAC4\")\n", - "queryables[\"variable\"]" + "queryables['ecmwf:variable']" ] }, { @@ -76,20 +76,18 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1 product built EOProduct(id=CAMS_EAC4_20210101_20210101_1058cf929b1f108eff9f7ea7147b816b2a828372, provider=cop_ads),\n", + "1 product built EOProduct(id=CAMS_EAC4_20210101_20210102_6b7cb619839dcb7699d24d04cef67121d47f8348, provider=cop_ads),\n", " having variable = 2m_dewpoint_temperature\n", - "and model_level=None\n", "\n", - "1 product built EOProduct(id=CAMS_EAC4_20210101_20210101_bb4afc66cd9a00c185076749281e690fe7bac760, provider=cop_ads),\n", + "1 product built EOProduct(id=CAMS_EAC4_20210101_20210102_4a4a8a1a556e215789bbedbe797bed4292fece99, provider=cop_ads),\n", " having variable = temperature\n", - "and model_level=1\n", "\n" ] } @@ -103,12 +101,11 @@ " count=True\n", ")\n", "print(\n", - " \"%s product built %s,\\n having variable = %s\\nand model_level=%s\\n\"\n", + " \"%s product built %s,\\n having variable = %s\\n\"\n", " % (\n", " products_from_product_type.number_matched,\n", " products_from_product_type[0],\n", - " products_from_product_type[0].properties.get(\"variable\"),\n", - " products_from_product_type[0].properties.get(\"model_level\"),\n", + " products_from_product_type[0].properties.get(\"ecmwf:variable\"),\n", " )\n", ")\n", "# Request for temperature on one model level\n", @@ -116,17 +113,17 @@ " start=\"2021-01-01\",\n", " end=\"2021-01-02\",\n", " productType=\"CAMS_EAC4\",\n", - " variable=\"temperature\",\n", - " model_level=\"1\",\n", - " count=True\n", + " count=True,\n", + " **{\"ecmwf:variable\": \"temperature\",\n", + " \"ecmwf:model_level\": \"1\"},\n", + "\n", ")\n", "print(\n", - " \"%s product built %s,\\n having variable = %s\\nand model_level=%s\\n\"\n", + " \"%s product built %s,\\n having variable = %s\\n\"\n", " % (\n", " products_from_product_type.number_matched,\n", " products_from_product_type[0],\n", - " products_from_product_type[0].properties.get(\"variable\"),\n", - " products_from_product_type[0].properties.get(\"model_level\"),\n", + " products_from_product_type[0].properties.get(\"ecmwf:variable\"),\n", " )\n", ")" ] @@ -142,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -150,17 +147,17 @@ "output_type": "stream", "text": [ "Request using productType or directly ADS parameters result to the\n", - " same orderLink https://ads-beta.atmosphere.copernicus.eu/api/retrieve/v1/processes/cams-global-reanalysis-eac4/execution?{\"inputs\": {\"data_format\": \"grib\", \"date\": \"2021-01-01/2021-01-01\", \"model_level\": 1, \"time\": \"00:00\", \"variable\": \"temperature\"}}\n" + " same orderLink https://ads.atmosphere.copernicus.eu/api/retrieve/v1/processes/cams-global-reanalysis-eac4/execution?{\"inputs\": {\"data_format\": \"grib\", \"date\": [\"2021-01-01/2021-01-02\"], \"model_level\": \"1\", \"time\": \"00:00\", \"variable\": \"temperature\"}}\n" ] } ], "source": [ "ads_req_params = {\n", - " \"dataset\": \"cams-global-reanalysis-eac4\",\n", - " \"variable\": \"temperature\",\n", - " \"model_level\": \"1\",\n", - " \"time\": \"00:00\",\n", - " \"format\": \"grib\",\n", + " \"ecmwf:dataset\": \"cams-global-reanalysis-eac4\",\n", + " \"ecmwf:variable\": \"temperature\",\n", + " \"ecmwf:model_level\": \"1\",\n", + " \"ecmwf:time\": \"00:00\",\n", + " \"ecmwf:data_format\": \"grib\",\n", "}\n", "\n", "products_from_ads_req = dag.search(\n", @@ -169,6 +166,7 @@ " end=\"2021-01-02\",\n", " **ads_req_params,\n", ")\n", + "\n", "# orderLink property must be the same with the two request methods,\n", "# as they are built from the same ADS request arguments\n", "if (\n", @@ -188,7 +186,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Send product retrieval request and download when available\n", + "### Send product retrieval request, download when available and return an `xarray.DataArray`\n", "\n", "- download performed using ADS credentials set in `~/.config/eodag/eodag.yml` as for other EO providers:\n", "```yaml\n", @@ -209,10 +207,18 @@ "execution_count": 5, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_77561/2673004571.py:2: DeprecationWarning: Call to deprecated function/method get_data (Use to_xarray instead)\n", + " da = product.get_data(r\"\\.grib$\", extent={'lonmin': -12, 'latmin': 32, 'lonmax': 48, 'latmax': 72})\n" + ] + }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "93a91be8c0b64d7686f2ec1ff3a2570b", + "model_id": "d58678a66a0d4141b9715c78374029ed", "version_major": 2, "version_minor": 0 }, @@ -225,25 +231,27 @@ }, { "data": { + "text/html": [ + "[Retry #1] Waiting 119.999953s until next download try for ordered product (retry every 2' for 20')" + ], "text/plain": [ - "'/data/eodag_data/CAMS_EAC4_20210101_5cc16f9d5dbf711e31cda8c77c6efc5414a1c4f1'" + "" ] }, - "execution_count": 5, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ - "product_path = dag.download(products_from_product_type[0], wait=0.2)\n", - "product_path" + "product = products_from_ads_req[0]\n", + "da = product.get_data(r\"\\.grib$\", extent={'lonmin': -12, 'latmin': 32, 'lonmax': 48, 'latmax': 72})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Open dataset with xarray and [cfgrib](https://github.com/ecmwf/cfgrib), then plot using matplotlib" + "## Plot using cartopy" ] }, { @@ -253,468 +261,9 @@ "outputs": [ { "data": { - "text/html": [ - "
\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
<xarray.Dataset>\n",
-       "Dimensions:     (latitude: 241, longitude: 480)\n",
-       "Coordinates:\n",
-       "    time        datetime64[ns] 2021-01-01\n",
-       "    step        timedelta64[ns] 00:00:00\n",
-       "    hybrid      float64 1.0\n",
-       "  * latitude    (latitude) float64 90.0 89.25 88.5 87.75 ... -88.5 -89.25 -90.0\n",
-       "  * longitude   (longitude) float64 0.0 0.75 1.5 2.25 ... 357.8 358.5 359.2\n",
-       "    valid_time  datetime64[ns] 2021-01-01\n",
-       "Data variables:\n",
-       "    t           (latitude, longitude) float32 257.2 257.2 257.2 ... 243.7 243.7\n",
-       "Attributes:\n",
-       "    GRIB_edition:            2\n",
-       "    GRIB_centre:             ecmf\n",
-       "    GRIB_centreDescription:  European Centre for Medium-Range Weather Forecasts\n",
-       "    GRIB_subCentre:          0\n",
-       "    Conventions:             CF-1.7\n",
-       "    institution:             European Centre for Medium-Range Weather Forecasts\n",
-       "    history:                 2024-04-08T21:46 GRIB to CDM+CF via cfgrib-0.9.1...
" - ], + "image/png": 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", "text/plain": [ - "\n", - "Dimensions: (latitude: 241, longitude: 480)\n", - "Coordinates:\n", - " time datetime64[ns] 2021-01-01\n", - " step timedelta64[ns] 00:00:00\n", - " hybrid float64 1.0\n", - " * latitude (latitude) float64 90.0 89.25 88.5 87.75 ... -88.5 -89.25 -90.0\n", - " * longitude (longitude) float64 0.0 0.75 1.5 2.25 ... 357.8 358.5 359.2\n", - " valid_time datetime64[ns] 2021-01-01\n", - "Data variables:\n", - " t (latitude, longitude) float32 257.2 257.2 257.2 ... 243.7 243.7\n", - "Attributes:\n", - " GRIB_edition: 2\n", - " GRIB_centre: ecmf\n", - " GRIB_centreDescription: European Centre for Medium-Range Weather Forecasts\n", - " GRIB_subCentre: 0\n", - " Conventions: CF-1.7\n", - " institution: European Centre for Medium-Range Weather Forecasts\n", - " history: 2024-04-08T21:46 GRIB to CDM+CF via cfgrib-0.9.1..." - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import os\n", - "import xarray as xr\n", - "\n", - "# the product ouput file to load is the only one located in \"product_path\" directory\n", - "ds = xr.load_dataset(os.path.join(product_path, os.listdir(product_path)[0]), engine=\"cfgrib\")\n", - "ds" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -722,15 +271,20 @@ } ], "source": [ - "ds.t.plot()" + "import cartopy.crs as crs\n", + "import cartopy.feature as cfeature\n", + "import matplotlib.pyplot as plt\n", + "\n", + "fig = plt.figure(figsize=(8,6))\n", + "\n", + "ax = fig.add_subplot(1,1,1, projection=crs.PlateCarree())\n", + "\n", + "band1 = da[0]\n", + "band1.plot(ax=ax, transform=crs.PlateCarree())\n", + "\n", + "ax.add_feature(cfeature.COASTLINE)\n", + "ax.gridlines(draw_labels=True);" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -752,7 +306,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.5" + "version": "3.13.0" }, "widgets": { "application/vnd.jupyter.widget-state+json": { diff --git a/docs/notebooks/tutos/tuto_ecmwf.ipynb b/docs/notebooks/tutos/tuto_ecmwf.ipynb index 7aa7418ec..8d277be98 100644 --- a/docs/notebooks/tutos/tuto_ecmwf.ipynb +++ b/docs/notebooks/tutos/tuto_ecmwf.ipynb @@ -48,10 +48,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "1 product built EOProduct(id=TIGGE_CF_SFC_20211101_53e966f1e6949f5d202f1f53a56f440ba2324f4a, provider=ecmwf), \n", - " having param=59/134/136/146/147/151/165/166/167/168/172/176/177/179/189/235/228001/228002/228039/228139/228141/228144/228164/228228\n", + "1 product built EOProduct(id=TIGGE_CF_SFC_20211101_20211102_e03e33aa3eab73a2ee3c8d8a1ae7fa72a45a13d8, provider=ecmwf), \n", + " having param=59/134/136/146/147/151/165/166/167/168/172/176/177/179/189/235/228002/228039/228139/228141/228144/228164/228228\n", "\n", - "1 product built EOProduct(id=TIGGE_CF_SFC_20211101_8c0c3dd73cd23760892e6c5920d1302386a7a1c0, provider=ecmwf), \n", + "1 product built EOProduct(id=TIGGE_CF_SFC_20211101_20211102_6d2c178d29fcec77d7bed57ac73ec354bfecdc8e, provider=ecmwf), \n", " having param=tcc\n" ] } @@ -63,13 +63,14 @@ " start=\"2021-11-01\",\n", " end=\"2021-11-02\",\n", " productType=\"TIGGE_CF_SFC\",\n", + " count=True,\n", ")\n", "print(\n", " \"%s product built %s, \\n having param=%s\\n\"\n", " % (\n", " products_from_product_type.number_matched,\n", " products_from_product_type[0],\n", - " products_from_product_type[0].properties[\"param\"],\n", + " products_from_product_type[0].properties[\"ecmwf:param\"],\n", " )\n", ")\n", "# Request for total cloud cover\n", @@ -78,14 +79,15 @@ " start=\"2021-11-01\",\n", " end=\"2021-11-02\",\n", " productType=\"TIGGE_CF_SFC\",\n", - " param=\"tcc\",\n", + " count=True,\n", + " **{\"ecmwf:param\": \"tcc\"}\n", ")\n", "print(\n", " \"%s product built %s, \\n having param=%s\"\n", " % (\n", " products_from_product_type.number_matched,\n", " products_from_product_type[0],\n", - " products_from_product_type[0].properties[\"param\"],\n", + " products_from_product_type[0].properties[\"ecmwf:param\"],\n", " )\n", ")" ] @@ -95,7 +97,7 @@ "id": "59577515-7446-4e1f-ba33-3ef87fb7c80d", "metadata": {}, "source": [ - "### Send product retrieval request and download when available\n", + "### Send product retrieval request and load it as an `xarray.DataArray`\n", "\n", "- download performed using [ECMWF credentials](https://github.com/ecmwf/ecmwf-api-client#registered-access-recommended) set in `~/.config/eodag/eodag.yml` as for other EO providers:\n", "```yaml\n", @@ -117,10 +119,18 @@ "id": "c5844159-d67f-405b-aaf8-2017ff0010e7", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_24064/3422826142.py:2: DeprecationWarning: Call to deprecated function/method get_data (Use to_xarray instead)\n", + " da = product.get_data(band=r\"\\.grib$\")\n" + ] + }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ab4d492d75774cc59bf33c5a7ebfb22f", + "model_id": "a99c841410ff49a2a34ca6fb478e318d", "version_major": 2, "version_minor": 0 }, @@ -131,47 +141,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "text/plain": [ - "'/home/anesson/data/eodag_data/TIGGE_CF_SFC_20211101_8c0c3dd73cd23760892e6c5920d1302386a7a1c0'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "product_path = dag.download(products_from_product_type[0])\n", - "product_path" - ] - }, - { - "cell_type": "markdown", - "id": "db727f7e-68b7-4570-a15b-28c7cd6d1c59", - "metadata": {}, - "source": [ - "### Open dataset with xarray and [cfgrib](https://github.com/ecmwf/cfgrib), then plot using matplotlib" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "a733a270-b984-45cb-80a4-a35a1b2112f4", - "metadata": {}, - "outputs": [], - "source": [ - "import xarray as xr\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "1d1e5b4c-0919-493a-af0c-1b5604909978", - "metadata": {}, - "outputs": [ { "data": { "text/html": [ @@ -206,6 +175,7 @@ "}\n", "\n", "html[theme=dark],\n", + "html[data-theme=dark],\n", "body[data-theme=dark],\n", "body.vscode-dark {\n", " --xr-font-color0: rgba(255, 255, 255, 1);\n", @@ -256,7 +226,7 @@ ".xr-sections {\n", " padding-left: 0 !important;\n", " display: grid;\n", - " grid-template-columns: 150px auto auto 1fr 20px 20px;\n", + " grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n", "}\n", "\n", ".xr-section-item {\n", @@ -264,7 +234,8 @@ "}\n", "\n", ".xr-section-item input {\n", - " display: none;\n", + " display: inline-block;\n", + " opacity: 0;\n", "}\n", "\n", ".xr-section-item input + label {\n", @@ -276,6 +247,10 @@ " color: var(--xr-font-color2);\n", "}\n", "\n", + ".xr-section-item input:focus + label {\n", + " border: 2px solid var(--xr-font-color0);\n", + "}\n", + "\n", ".xr-section-item input:enabled + label:hover {\n", " color: var(--xr-font-color0);\n", "}\n", @@ -538,129 +513,115 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
<xarray.Dataset>\n",
-       "Dimensions:           (latitude: 81, longitude: 141)\n",
+       "
<xarray.DataArray (band: 1, y: 81, x: 141)> Size: 91kB\n",
+       "[11421 values with dtype=float64]\n",
        "Coordinates:\n",
-       "    number            int64 0\n",
-       "    time              datetime64[ns] 2021-11-01\n",
-       "    step              timedelta64[ns] 00:00:00\n",
-       "    entireAtmosphere  float64 0.0\n",
-       "  * latitude          (latitude) float64 70.0 69.5 69.0 68.5 ... 31.0 30.5 30.0\n",
-       "  * longitude         (longitude) float64 230.0 230.5 231.0 ... 299.5 300.0\n",
-       "    valid_time        datetime64[ns] 2021-11-01\n",
-       "Data variables:\n",
-       "    tcc               (latitude, longitude) float32 100.0 100.0 ... 8.406 10.62\n",
-       "Attributes:\n",
-       "    GRIB_edition:            2\n",
-       "    GRIB_centre:             ecmf\n",
-       "    GRIB_centreDescription:  European Centre for Medium-Range Weather Forecasts\n",
-       "    GRIB_subCentre:          0\n",
-       "    Conventions:             CF-1.7\n",
-       "    institution:             European Centre for Medium-Range Weather Forecasts\n",
-       "    history:                 2023-10-20T17:58 GRIB to CDM+CF via cfgrib-0.9.1...
  • spatial_ref
    ()
    int64
    0
    crs_wkt :
    GEOGCS["Coordinate System imported from GRIB file",DATUM["unnamed",SPHEROID["Sphere",6371229,0]],PRIMEM["Greenwich",0],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AXIS["Latitude",NORTH],AXIS["Longitude",EAST]]
    semi_major_axis :
    6371229.0
    semi_minor_axis :
    6371229.0
    inverse_flattening :
    0.0
    reference_ellipsoid_name :
    Sphere
    longitude_of_prime_meridian :
    0.0
    prime_meridian_name :
    Greenwich
    geographic_crs_name :
    Coordinate System imported from GRIB file
    horizontal_datum_name :
    unnamed
    grid_mapping_name :
    latitude_longitude
    spatial_ref :
    GEOGCS["Coordinate System imported from GRIB file",DATUM["unnamed",SPHEROID["Sphere",6371229,0]],PRIMEM["Greenwich",0],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AXIS["Latitude",NORTH],AXIS["Longitude",EAST]]
    GeoTransform :
    -130.25 0.5 0.0 70.25 0.0 -0.5
    array(0)
    • band
      PandasIndex
      PandasIndex(Index([1], dtype='int64', name='band'))
    • x
      PandasIndex
      PandasIndex(Index([-130.0, -129.5, -129.0, -128.5, -128.0, -127.5, -127.0, -126.5, -126.0,\n",
      +       "       -125.5,\n",
      +       "       ...\n",
      +       "        -64.5,  -64.0,  -63.5,  -63.0,  -62.5,  -62.0,  -61.5,  -61.0,  -60.5,\n",
      +       "        -60.0],\n",
      +       "      dtype='float64', name='x', length=141))
    • y
      PandasIndex
      PandasIndex(Index([70.0, 69.5, 69.0, 68.5, 68.0, 67.5, 67.0, 66.5, 66.0, 65.5, 65.0, 64.5,\n",
      +       "       64.0, 63.5, 63.0, 62.5, 62.0, 61.5, 61.0, 60.5, 60.0, 59.5, 59.0, 58.5,\n",
      +       "       58.0, 57.5, 57.0, 56.5, 56.0, 55.5, 55.0, 54.5, 54.0, 53.5, 53.0, 52.5,\n",
      +       "       52.0, 51.5, 51.0, 50.5, 50.0, 49.5, 49.0, 48.5, 48.0, 47.5, 47.0, 46.5,\n",
      +       "       46.0, 45.5, 45.0, 44.5, 44.0, 43.5, 43.0, 42.5, 42.0, 41.5, 41.0, 40.5,\n",
      +       "       40.0, 39.5, 39.0, 38.5, 38.0, 37.5, 37.0, 36.5, 36.0, 35.5, 35.0, 34.5,\n",
      +       "       34.0, 33.5, 33.0, 32.5, 32.0, 31.5, 31.0, 30.5, 30.0],\n",
      +       "      dtype='float64', name='y'))
  • GRIB_UNIT :
    [%]
    GRIB_COMMENT :
    Total cloud cover [%]
    GRIB_ELEMENT :
    TCDC
    GRIB_SHORT_NAME :
    0-SFC
    GRIB_REF_TIME :
    1635724800
    GRIB_VALID_TIME :
    1635724800
    GRIB_FORECAST_SECONDS :
    0
    GRIB_DISCIPLINE :
    0(Meteorological)
    GRIB_IDS :
    CENTER=98(ECMWF) SUBCENTER=0 MASTER_TABLE=4 LOCAL_TABLE=0 SIGNF_REF_TIME=1(Start_of_Forecast) REF_TIME=2021-11-01T00:00:00Z PROD_STATUS=4(TIGGE) TYPE=3(Control_forecast)
    GRIB_PDS_PDTN :
    1
    GRIB_PDS_TEMPLATE_NUMBERS :
    6 1 4 153 153 0 0 0 1 0 0 0 0 1 255 255 255 255 255 8 255 255 255 255 255 1 0 51
    GRIB_PDS_TEMPLATE_ASSEMBLED_VALUES :
    6 1 4 153 153 0 0 1 0 1 -127 -2147483647 8 -127 -2147483647 1 0 51
    scale_factor :
    1.0
    add_offset :
    0.0
    long_name :
    0[-] SFC="Ground or water surface"
  • " ], "text/plain": [ - "\n", - "Dimensions: (latitude: 81, longitude: 141)\n", + " Size: 91kB\n", + "[11421 values with dtype=float64]\n", "Coordinates:\n", - " number int64 0\n", - " time datetime64[ns] 2021-11-01\n", - " step timedelta64[ns] 00:00:00\n", - " entireAtmosphere float64 0.0\n", - " * latitude (latitude) float64 70.0 69.5 69.0 68.5 ... 31.0 30.5 30.0\n", - " * longitude (longitude) float64 230.0 230.5 231.0 ... 299.5 300.0\n", - " valid_time datetime64[ns] 2021-11-01\n", - "Data variables:\n", - " tcc (latitude, longitude) float32 100.0 100.0 ... 8.406 10.62\n", - "Attributes:\n", - " GRIB_edition: 2\n", - " GRIB_centre: ecmf\n", - " GRIB_centreDescription: European Centre for Medium-Range Weather Forecasts\n", - " GRIB_subCentre: 0\n", - " Conventions: CF-1.7\n", - " institution: European Centre for Medium-Range Weather Forecasts\n", - " history: 2023-10-20T17:58 GRIB to CDM+CF via cfgrib-0.9.1..." + " * band (band) int64 8B 1\n", + " * x (x) float64 1kB -130.0 -129.5 -129.0 ... -61.0 -60.5 -60.0\n", + " * y (y) float64 648B 70.0 69.5 69.0 68.5 ... 31.5 31.0 30.5 30.0\n", + " spatial_ref int64 8B 0\n", + "Attributes: (12/15)\n", + " GRIB_UNIT: [%]\n", + " GRIB_COMMENT: Total cloud cover [%]\n", + " GRIB_ELEMENT: TCDC\n", + " GRIB_SHORT_NAME: 0-SFC\n", + " GRIB_REF_TIME: 1635724800\n", + " GRIB_VALID_TIME: 1635724800\n", + " ... ...\n", + " GRIB_PDS_PDTN: 1\n", + " GRIB_PDS_TEMPLATE_NUMBERS: 6 1 4 153 153 0 0 0 1 0 0 0 0 1 255 ...\n", + " GRIB_PDS_TEMPLATE_ASSEMBLED_VALUES: 6 1 4 153 153 0 0 1 0 1 -127 -214748...\n", + " scale_factor: 1.0\n", + " add_offset: 0.0\n", + " long_name: 0[-] SFC=\"Ground or water surface\"" ] }, - "execution_count": 5, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "import os\n", - "\n", - "# the product ouput file to load is the only one located in \"product_path\" directory\n", - "ds = xr.load_dataset(os.path.join(product_path, os.listdir(product_path)[0]), engine=\"cfgrib\")\n", - "ds" + "product = products_from_product_type[0]\n", + "da = product.get_data(band=r\"\\.grib$\")\n", + "da" + ] + }, + { + "cell_type": "markdown", + "id": "db727f7e-68b7-4570-a15b-28c7cd6d1c59", + "metadata": {}, + "source": [ + "### Plot using cartopy" ] }, { "cell_type": "code", - "execution_count": 6, - "id": "92531254-85c0-49d0-a676-f2972efb42b5", + "execution_count": 4, + "id": "9d87a853-50fe-467d-971e-2bedca535c57", "metadata": {}, "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " + "
    " ] }, "metadata": {}, @@ -668,7 +629,18 @@ } ], "source": [ - "ds.tcc.plot()" + "import cartopy.crs as crs\n", + "import cartopy.feature as cfeature\n", + "import matplotlib.pyplot as plt\n", + "\n", + "fig = plt.figure(figsize=(8,6))\n", + "\n", + "ax = fig.add_subplot(1,1,1, projection=crs.PlateCarree())\n", + "band1 = da[0]\n", + "band1.plot(ax=ax, transform=crs.PlateCarree())\n", + "\n", + "ax.add_feature(cfeature.COASTLINE)\n", + "ax.gridlines(draw_labels=True);" ] }, { @@ -685,7 +657,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "id": "c060d3b3-3121-46ea-89ae-2a7b5f99ebe2", "metadata": {}, "outputs": [ @@ -694,23 +666,25 @@ "output_type": "stream", "text": [ "Request using productType or directly MARS parameters result to the \n", - " same product title TIGGE_CF_SFC_20211101_8c0c3dd73cd23760892e6c5920d1302386a7a1c0 \n", - " and downloadLink https://apps.ecmwf.int/datasets/data/tigge?{\"area\": [\"70.0/-130.0/30.0/-60.0\"], \"class\": \"ti\", \"dataset\": \"tigge\", \"date\": [\"2021-11-01/to/2021-11-01\"], \"expver\": \"prod\", \"grid\": \"0.5/0.5\", \"levtype\": \"sfc\", \"origin\": \"ecmf\", \"param\": \"tcc\", \"step\": 0, \"time\": \"00:00\", \"type\": \"cf\"}\n" + " same product title TIGGE_CF_SFC_20211101_20211102_6d2c178d29fcec77d7bed57ac73ec354bfecdc8e \n", + " and downloadLink https://apps.ecmwf.int/datasets/data/?{\"area\": [\"70.0/-130.0/30.0/-60.0\"], \"class\": \"ti\", \"dataset\": \"tigge\", \"date\": [\"2021-11-01/to/2021-11-01\"], \"expver\": \"prod\", \"grid\": \"0.5/0.5\", \"levtype\": \"sfc\", \"origin\": \"ecmwf\", \"param\": \"tcc\", \"step\": \"0\", \"target\": \"output\", \"time\": \"00:00\", \"type\": \"cf\"}\n" ] } ], "source": [ "ecmwf_req_params = {\n", - " \"class\": \"ti\",\n", - " \"dataset\": \"tigge\",\n", - " \"expver\": \"prod\",\n", - " \"type\": \"cf\",\n", - " \"levtype\": \"sfc\",\n", - " \"origin\": \"ecmf\",\n", - " \"grid\": \"0.5/0.5\",\n", - " \"step\": 0,\n", - " \"time\": \"00:00\",\n", - " \"param\": \"tcc\",\n", + " \"ecmwf:class\": \"ti\",\n", + " \"ecmwf:dataset\": \"tigge\",\n", + " \"ecmwf:expver\": \"prod\",\n", + " \"ecmwf:type\": \"cf\",\n", + " \"ecmwf:levtype\": \"sfc\",\n", + " \"ecmwf:origin\": \"ecmwf\",\n", + " \"ecmwf:grid\": \"0.5/0.5\",\n", + " \"ecmwf:step\": 0,\n", + " \"ecmwf:time\": \"00:00\",\n", + " \"ecmwf:param\": \"tcc\",\n", + " \"ecmwf:target\": \"output\",\n", + "\n", "}\n", "\n", "products_from_mars_req = dag.search(\n", @@ -741,14 +715,6 @@ " )\n", " )" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "75ded78e", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -767,7 +733,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.13.0" }, "widgets": { "application/vnd.jupyter.widget-state+json": { diff --git a/eodag/resources/providers.yml b/eodag/resources/providers.yml index f2beb0881..753f621b8 100644 --- a/eodag/resources/providers.yml +++ b/eodag/resources/providers.yml @@ -1895,7 +1895,7 @@ "ecmwf:expver": prod "ecmwf:type": cf "ecmwf:levtype": sfc - "ecmwf:origin": ecmf + "ecmwf:origin": ecmwf "ecmwf:grid": 0.5/0.5 "ecmwf:param": 59/134/136/146/147/151/165/166/167/168/172/176/177/179/189/235/228002/228039/228139/228141/228144/228164/228228 "ecmwf:step": 0 diff --git a/setup.cfg b/setup.cfg index 9680b45b7..a62ecdbf7 100644 --- a/setup.cfg +++ b/setup.cfg @@ -137,6 +137,7 @@ docs = nbsphinx sphinx_autodoc_typehints sphinxemoji + cartopy [options.packages.find] exclude = diff --git a/tests/units/test_apis_plugins.py b/tests/units/test_apis_plugins.py index 4502b8916..0d6224ab4 100644 --- a/tests/units/test_apis_plugins.py +++ b/tests/units/test_apis_plugins.py @@ -98,7 +98,7 @@ def setUp(self): "ecmwf:expver": "prod", "ecmwf:type": "cf", "ecmwf:levtype": "sfc", - "ecmwf:origin": "ecmf", + "ecmwf:origin": "ecmwf", "ecmwf:grid": "0.5/0.5", "ecmwf:param": "59/134/136/146/147/151/165/166/167/168/172/176/177/179/189/235/" + "228002/228039/228139/228141/228144/228164/228228", @@ -107,7 +107,7 @@ def setUp(self): "ecmwf:target": "output", } self.custom_query_params = { - "ecmwf:origin": "ecmf", + "ecmwf:origin": "ecmwf", "ecmwf:levtype": "sfc", "ecmwf:number": "1", "ecmwf:expver": "prod",