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mmcfarland/pc-cql2-and.ipynb

Created January 26, 2022 18:15
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CQL2 `and` operators
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pc-cql2-and.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "6171e1c8-cbde-4eed-b57d-c65a798e212e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
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" 'B8A': <Asset href=https://sentinel2l2a01.blob.core.windows.net/sentinel2-l2/31/T/BG/2022/01/23/S2A_MSIL2A_20220123T110341_N0300_R094_T31TBG_20220124T041634.SAFE/GRANULE/L2A_T31TBG_A034411_20220123T110341/IMG_DATA/R20m/T31TBG_20220123T110341_B8A_20m.tif?st=2022-01-25T18%3A14%3A55Z&se=2022-02-02T18%3A14%3A55Z&sp=rl&sv=2020-06-12&sr=c&skoid=c85c15d6-d1ae-42d4-af60-e2ca0f81359b&sktid=72f988bf-86f1-41af-91ab-2d7cd011db47&skt=2022-01-26T17%3A13%3A59Z&ske=2022-01-27T18%3A13%3A59Z&sks=b&skv=2020-06-12&sig=6e24NyoXj%2BINjJgrrBNBicjtSZqeu5YCb6GE31gmN8Q%3D>,\n",
" 'SCL': <Asset href=https://sentinel2l2a01.blob.core.windows.net/sentinel2-l2/31/T/BG/2022/01/23/S2A_MSIL2A_20220123T110341_N0300_R094_T31TBG_20220124T041634.SAFE/GRANULE/L2A_T31TBG_A034411_20220123T110341/IMG_DATA/R20m/T31TBG_20220123T110341_SCL_20m.tif?st=2022-01-25T18%3A14%3A55Z&se=2022-02-02T18%3A14%3A55Z&sp=rl&sv=2020-06-12&sr=c&skoid=c85c15d6-d1ae-42d4-af60-e2ca0f81359b&sktid=72f988bf-86f1-41af-91ab-2d7cd011db47&skt=2022-01-26T17%3A13%3A59Z&ske=2022-01-27T18%3A13%3A59Z&sks=b&skv=2020-06-12&sig=6e24NyoXj%2BINjJgrrBNBicjtSZqeu5YCb6GE31gmN8Q%3D>,\n",
" 'WVP': <Asset href=https://sentinel2l2a01.blob.core.windows.net/sentinel2-l2/31/T/BG/2022/01/23/S2A_MSIL2A_20220123T110341_N0300_R094_T31TBG_20220124T041634.SAFE/GRANULE/L2A_T31TBG_A034411_20220123T110341/IMG_DATA/R10m/T31TBG_20220123T110341_WVP_10m.tif?st=2022-01-25T18%3A14%3A55Z&se=2022-02-02T18%3A14%3A55Z&sp=rl&sv=2020-06-12&sr=c&skoid=c85c15d6-d1ae-42d4-af60-e2ca0f81359b&sktid=72f988bf-86f1-41af-91ab-2d7cd011db47&skt=2022-01-26T17%3A13%3A59Z&ske=2022-01-27T18%3A13%3A59Z&sks=b&skv=2020-06-12&sig=6e24NyoXj%2BINjJgrrBNBicjtSZqeu5YCb6GE31gmN8Q%3D>,\n",
" 'visual': <Asset href=https://sentinel2l2a01.blob.core.windows.net/sentinel2-l2/31/T/BG/2022/01/23/S2A_MSIL2A_20220123T110341_N0300_R094_T31TBG_20220124T041634.SAFE/GRANULE/L2A_T31TBG_A034411_20220123T110341/IMG_DATA/R10m/T31TBG_20220123T110341_TCI_10m.tif?st=2022-01-25T18%3A14%3A55Z&se=2022-02-02T18%3A14%3A55Z&sp=rl&sv=2020-06-12&sr=c&skoid=c85c15d6-d1ae-42d4-af60-e2ca0f81359b&sktid=72f988bf-86f1-41af-91ab-2d7cd011db47&skt=2022-01-26T17%3A13%3A59Z&ske=2022-01-27T18%3A13%3A59Z&sks=b&skv=2020-06-12&sig=6e24NyoXj%2BINjJgrrBNBicjtSZqeu5YCb6GE31gmN8Q%3D>,\n",
" 'preview': <Asset href=https://sentinel2l2a01.blob.core.windows.net/sentinel2-l2/31/T/BG/2022/01/23/S2A_MSIL2A_20220123T110341_N0300_R094_T31TBG_20220124T041634.SAFE/GRANULE/L2A_T31TBG_A034411_20220123T110341/QI_DATA/T31TBG_20220123T110341_PVI.tif?st=2022-01-25T18%3A14%3A55Z&se=2022-02-02T18%3A14%3A55Z&sp=rl&sv=2020-06-12&sr=c&skoid=c85c15d6-d1ae-42d4-af60-e2ca0f81359b&sktid=72f988bf-86f1-41af-91ab-2d7cd011db47&skt=2022-01-26T17%3A13%3A59Z&ske=2022-01-27T18%3A13%3A59Z&sks=b&skv=2020-06-12&sig=6e24NyoXj%2BINjJgrrBNBicjtSZqeu5YCb6GE31gmN8Q%3D>,\n",
" 'safe-manifest': <Asset href=https://sentinel2l2a01.blob.core.windows.net/sentinel2-l2/31/T/BG/2022/01/23/S2A_MSIL2A_20220123T110341_N0300_R094_T31TBG_20220124T041634.SAFE/manifest.safe?st=2022-01-25T18%3A14%3A55Z&se=2022-02-02T18%3A14%3A55Z&sp=rl&sv=2020-06-12&sr=c&skoid=c85c15d6-d1ae-42d4-af60-e2ca0f81359b&sktid=72f988bf-86f1-41af-91ab-2d7cd011db47&skt=2022-01-26T17%3A13%3A59Z&ske=2022-01-27T18%3A13%3A59Z&sks=b&skv=2020-06-12&sig=6e24NyoXj%2BINjJgrrBNBicjtSZqeu5YCb6GE31gmN8Q%3D>,\n",
" 'granule-metadata': <Asset href=https://sentinel2l2a01.blob.core.windows.net/sentinel2-l2/31/T/BG/2022/01/23/S2A_MSIL2A_20220123T110341_N0300_R094_T31TBG_20220124T041634.SAFE/GRANULE/L2A_T31TBG_A034411_20220123T110341/MTD_TL.xml?st=2022-01-25T18%3A14%3A55Z&se=2022-02-02T18%3A14%3A55Z&sp=rl&sv=2020-06-12&sr=c&skoid=c85c15d6-d1ae-42d4-af60-e2ca0f81359b&sktid=72f988bf-86f1-41af-91ab-2d7cd011db47&skt=2022-01-26T17%3A13%3A59Z&ske=2022-01-27T18%3A13%3A59Z&sks=b&skv=2020-06-12&sig=6e24NyoXj%2BINjJgrrBNBicjtSZqeu5YCb6GE31gmN8Q%3D>,\n",
" 'inspire-metadata': <Asset href=https://sentinel2l2a01.blob.core.windows.net/sentinel2-l2/31/T/BG/2022/01/23/S2A_MSIL2A_20220123T110341_N0300_R094_T31TBG_20220124T041634.SAFE/INSPIRE.xml?st=2022-01-25T18%3A14%3A55Z&se=2022-02-02T18%3A14%3A55Z&sp=rl&sv=2020-06-12&sr=c&skoid=c85c15d6-d1ae-42d4-af60-e2ca0f81359b&sktid=72f988bf-86f1-41af-91ab-2d7cd011db47&skt=2022-01-26T17%3A13%3A59Z&ske=2022-01-27T18%3A13%3A59Z&sks=b&skv=2020-06-12&sig=6e24NyoXj%2BINjJgrrBNBicjtSZqeu5YCb6GE31gmN8Q%3D>,\n",
" 'product-metadata': <Asset href=https://sentinel2l2a01.blob.core.windows.net/sentinel2-l2/31/T/BG/2022/01/23/S2A_MSIL2A_20220123T110341_N0300_R094_T31TBG_20220124T041634.SAFE/MTD_MSIL2A.xml?st=2022-01-25T18%3A14%3A55Z&se=2022-02-02T18%3A14%3A55Z&sp=rl&sv=2020-06-12&sr=c&skoid=c85c15d6-d1ae-42d4-af60-e2ca0f81359b&sktid=72f988bf-86f1-41af-91ab-2d7cd011db47&skt=2022-01-26T17%3A13%3A59Z&ske=2022-01-27T18%3A13%3A59Z&sks=b&skv=2020-06-12&sig=6e24NyoXj%2BINjJgrrBNBicjtSZqeu5YCb6GE31gmN8Q%3D>,\n",
" 'datastrip-metadata': <Asset href=https://sentinel2l2a01.blob.core.windows.net/sentinel2-l2/31/T/BG/2022/01/23/S2A_MSIL2A_20220123T110341_N0300_R094_T31TBG_20220124T041634.SAFE/DATASTRIP/DS_ESRI_20220124T041635_S20220123T110341/MTD_DS.xml?st=2022-01-25T18%3A14%3A55Z&se=2022-02-02T18%3A14%3A55Z&sp=rl&sv=2020-06-12&sr=c&skoid=c85c15d6-d1ae-42d4-af60-e2ca0f81359b&sktid=72f988bf-86f1-41af-91ab-2d7cd011db47&skt=2022-01-26T17%3A13%3A59Z&ske=2022-01-27T18%3A13%3A59Z&sks=b&skv=2020-06-12&sig=6e24NyoXj%2BINjJgrrBNBicjtSZqeu5YCb6GE31gmN8Q%3D>,\n",
" 'tilejson': <Asset href=https://planetarycomputer.microsoft.com/api/data/v1/item/tilejson.json?collection=sentinel-2-l2a&item=S2A_MSIL2A_20220123T110341_R094_T31TBG_20220124T041634&assets=visual&asset_bidx=visual%7C1%2C2%2C3&nodata=0>,\n",
" 'rendered_preview': <Asset href=https://planetarycomputer.microsoft.com/api/data/v1/item/preview.png?collection=sentinel-2-l2a&item=S2A_MSIL2A_20220123T110341_R094_T31TBG_20220124T041634&assets=visual&asset_bidx=visual%7C1%2C2%2C3&nodata=0>}"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from pystac_client import Client\n",
"import planetary_computer as pc\n",
"\n",
"# Search against the Planetary Computer STAC API\n",
"catalog = Client.open(\n",
" \"https://planetarycomputer.microsoft.com/api/stac/v1\"\n",
")\n",
"\n",
"# Define your area of interest\n",
"aoi = {\n",
" \"type\": \"Polygon\",\n",
" \"coordinates\": [\n",
" [\n",
" [-0.7897532009892245, 41.141016823123806],\n",
" [1.6351353748211181, 41.141016823123806],\n",
" [1.6351353748211181, 42.47563231499893],\n",
" [-0.7897532009892245, 42.47563231499893],\n",
" [-0.7897532009892245, 41.141016823123806]\n",
" ]\n",
" ]\n",
"}\n",
"\n",
"# Define your temporal range\n",
"daterange = {\"interval\": [\"2015-06-27T00:00:00Z\", \"2022-01-26T23:59:59Z\"]}\n",
"\n",
"# Define your search with CQL2 syntax\n",
"search = catalog.search(filter_lang=\"cql2-json\", filter={\n",
" \"op\": \"and\",\n",
" \"args\": [\n",
" {\"op\": \"s_intersects\", \"args\": [{\"property\": \"geometry\"}, aoi]},\n",
" {\"op\": \"anyinteracts\", \"args\": [{\"property\": \"datetime\"}, daterange]},\n",
" {\"op\": \"=\", \"args\": [{\"property\": \"collection\"}, \"sentinel-2-l2a\"]},\n",
" {\"op\": \"=\", \"args\": [{\"property\": \"sat:orbit_state\"}, \"descending\"]},\n",
" {\"op\": \"=\", \"args\": [{\"property\": \"s2:datatake_type\"}, \"INS-NOBS\"]},\n",
" {\"op\": \"=\", \"args\": [{\"property\": \"s2:mgrs_tile\"}, \"31TBG\"]}\n",
" ]\n",
"})\n",
"\n",
"# Grab the first item from the search results and sign the assets\n",
"first_item = next(search.get_items())\n",
"pc.sign_item(first_item).assets"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "caf8489a-2077-4e09-b9d2-9366c4341379",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.12"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {},
"version_major": 2,
"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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