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j08lue/stac-item-search-id-pattern-matching.ipynb

Created March 18, 2025 09:29
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Query STAC items using pattern matching on STAC item id
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stac-item-search-id-pattern-matching.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "48350ead-9e79-4010-80f5-e69466f922ad",
"metadata": {},
"outputs": [],
"source": [
"import requests"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "cb95dbfa-63c5-4bff-a43d-0c85267a5eeb",
"metadata": {},
"outputs": [],
"source": [
"payload = {\n",
" \"catalog_paths\": [\"supported-datasets/catalogs/ceda-stac-catalogue\"],\n",
" \"collections\": [\"cmip6\"],\n",
" \"limit\": 100,\n",
" \"bbox\": [-180,-85.05112899999983,180,85.05112900000009],\n",
" \"fields\": {\"include\":[\"properties\"]},\n",
" \"filter\": {\"op\":\"and\",\"args\":[{\"op\":\"=\",\"args\":[{\"property\":\"collection\"},\"cmip6\"]},{\"op\":\"<=\",\"args\":[{\"property\":\"properties.eo:cloud_cover\"},58]},{\"op\":\"<=\",\"args\":[{\"property\":\"properties.eo:snow_cover\"},100]},{\"op\":\"<=\",\"args\":[{\"property\":\"properties.view:incidence_angle\"},90]},{\"op\":\">=\",\"args\":[{\"property\":\"properties.view:sun_elevation\"},0]},{\"op\":\"s_intersects\",\"args\":[{\"property\":\"geometry\"},{\"type\":\"Polygon\",\"coordinates\":[[[179.9,-90],[179.9,90],[-180,90],[-180,-90],[179.9,-90]]]}]}]},\n",
" \"sortby\": [{\"field\":\"properties.end_datetime\",\"direction\":\"desc\"}],\n",
"}\n",
"\n",
"# add an Item ID filter\n",
"payload[\"filter\"] = {\n",
" \"op\": \"like\",\n",
" \"args\": [\n",
" {\n",
" \"property\": \"id\"\n",
" },\n",
" \"%.pr.%\"\n",
" ]\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "4ba76302-b2f1-421f-9d43-5a5940e82e17",
"metadata": {},
"outputs": [],
"source": [
"response = requests.post(\n",
" \"https://staging.eodatahub.org.uk/api/catalogue/stac/catalogs/supported-datasets/catalogs/ceda-stac-catalogue/search\",\n",
" json=payload\n",
")\n",
"response.raise_for_status()\n",
"data = response.json()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "d5fe2053-e073-44fe-9792-41917ca2d583",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
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" 'CMIP6.ScenarioMIP.NOAA-GFDL.GFDL-ESM4.ssp119.r1i1p1f1.3hr.pr.gr1.v20180701',\n",
" 'CMIP6.ScenarioMIP.MRI.MRI-ESM2-0.ssp245.r1i1p1f1.3hr.pr.gn.v20190829',\n",
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" 'CMIP6.ScenarioMIP.MPI-M.MPI-ESM1-2-LR.ssp245.r1i1p1f1.3hr.pr.gn.v20190710',\n",
" 'CMIP6.ScenarioMIP.MPI-M.MPI-ESM1-2-LR.ssp126.r1i1p1f1.3hr.pr.gn.v20190710',\n",
" 'CMIP6.ScenarioMIP.MIROC.MIROC6.ssp585.r1i1p1f1.3hr.pr.gn.v20190912',\n",
" 'CMIP6.ScenarioMIP.MIROC.MIROC6.ssp245.r1i1p1f1.3hr.pr.gn.v20190912',\n",
" 'CMIP6.ScenarioMIP.MIROC.MIROC6.ssp126.r1i1p1f1.3hr.pr.gn.v20190912',\n",
" 'CMIP6.ScenarioMIP.IPSL.IPSL-CM6A-LR.ssp245.r1i1p1f1.3hr.pr.gr.v20190119',\n",
" 'CMIP6.ScenarioMIP.IPSL.IPSL-CM6A-LR.ssp119.r1i1p1f1.3hr.pr.gr.v20190410',\n",
" 'CMIP6.ScenarioMIP.EC-Earth-Consortium.EC-Earth3.ssp585.r1i1p1f1.3hr.pr.gr.v20200310',\n",
" 'CMIP6.ScenarioMIP.EC-Earth-Consortium.EC-Earth3.ssp245.r1i1p1f1.3hr.pr.gr.v20200310',\n",
" 'CMIP6.ScenarioMIP.EC-Earth-Consortium.EC-Earth3.ssp126.r1i1p1f1.3hr.pr.gr.v20200310',\n",
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" 'CMIP6.ScenarioMIP.EC-Earth-Consortium.EC-Earth3-Veg.ssp245.r1i1p1f1.3hr.pr.gr.v20200225',\n",
" 'CMIP6.ScenarioMIP.EC-Earth-Consortium.EC-Earth3-Veg.ssp126.r1i1p1f1.3hr.pr.gr.v20200225',\n",
" 'CMIP6.ScenarioMIP.EC-Earth-Consortium.EC-Earth3-Veg.ssp119.r1i1p1f1.3hr.pr.gr.v20200226',\n",
" 'CMIP6.ScenarioMIP.DKRZ.MPI-ESM1-2-HR.ssp585.r1i1p1f1.3hr.pr.gn.v20190710',\n",
" 'CMIP6.ScenarioMIP.DKRZ.MPI-ESM1-2-HR.ssp245.r1i1p1f1.3hr.pr.gn.v20190710',\n",
" 'CMIP6.ScenarioMIP.DKRZ.MPI-ESM1-2-HR.ssp126.r1i1p1f1.3hr.pr.gn.v20190710',\n",
" 'CMIP6.ScenarioMIP.CSIRO-ARCCSS.ACCESS-CM2.ssp585.r1i1p1f1.3hr.pr.gn.v20191108',\n",
" 'CMIP6.ScenarioMIP.CSIRO-ARCCSS.ACCESS-CM2.ssp245.r1i1p1f1.3hr.pr.gn.v20191108',\n",
" 'CMIP6.ScenarioMIP.CSIRO-ARCCSS.ACCESS-CM2.ssp126.r1i1p1f1.3hr.pr.gn.v20191108',\n",
" 'CMIP6.ScenarioMIP.CNRM-CERFACS.CNRM-ESM2-1.ssp245.r1i1p1f2.3hr.pr.gr.v20190328',\n",
" 'CMIP6.ScenarioMIP.CNRM-CERFACS.CNRM-ESM2-1.ssp126.r1i1p1f2.3hr.pr.gr.v20190328',\n",
" 'CMIP6.ScenarioMIP.CNRM-CERFACS.CNRM-ESM2-1.ssp119.r1i1p1f2.3hr.pr.gr.v20190328',\n",
" 'CMIP6.ScenarioMIP.CNRM-CERFACS.CNRM-CM6-1.ssp585.r1i1p1f2.3hr.pr.gr.v20190219',\n",
" 'CMIP6.ScenarioMIP.CNRM-CERFACS.CNRM-CM6-1.ssp245.r1i1p1f2.3hr.pr.gr.v20190219',\n",
" 'CMIP6.ScenarioMIP.CNRM-CERFACS.CNRM-CM6-1.ssp126.r1i1p1f2.3hr.pr.gr.v20190219',\n",
" 'CMIP6.ScenarioMIP.CMCC.CMCC-ESM2.ssp585.r1i1p1f1.3hr.pr.gn.v20210126',\n",
" 'CMIP6.ScenarioMIP.CMCC.CMCC-ESM2.ssp245.r1i1p1f1.3hr.pr.gn.v20210129',\n",
" 'CMIP6.ScenarioMIP.CMCC.CMCC-ESM2.ssp126.r1i1p1f1.3hr.pr.gn.v20210126',\n",
" 'CMIP6.ScenarioMIP.CMCC.CMCC-CM2-SR5.ssp585.r1i1p1f1.3hr.pr.gn.v20200622',\n",
" 'CMIP6.ScenarioMIP.CMCC.CMCC-CM2-SR5.ssp245.r1i1p1f1.3hr.pr.gn.v20200617',\n",
" 'CMIP6.ScenarioMIP.CAS.FGOALS-g3.ssp126.r1i1p1f1.3hr.pr.gn.v20200929',\n",
" 'CMIP6.ScenarioMIP.CAS.FGOALS-g3.ssp119.r1i1p1f1.3hr.pr.gn.v20191202',\n",
" 'CMIP6.ScenarioMIP.BCC.BCC-CSM2-MR.ssp585.r1i1p1f1.3hr.pr.gn.v20190318',\n",
" 'CMIP6.ScenarioMIP.BCC.BCC-CSM2-MR.ssp245.r1i1p1f1.3hr.pr.gn.v20190315',\n",
" 'CMIP6.ScenarioMIP.BCC.BCC-CSM2-MR.ssp126.r1i1p1f1.3hr.pr.gn.v20190315',\n",
" 'CMIP6.ScenarioMIP.AWI.AWI-CM-1-1-MR.ssp585.r1i1p1f1.3hr.pr.gn.v20190529',\n",
" 'CMIP6.ScenarioMIP.AWI.AWI-CM-1-1-MR.ssp245.r1i1p1f1.3hr.pr.gn.v20190529',\n",
" 'CMIP6.ScenarioMIP.AWI.AWI-CM-1-1-MR.ssp126.r1i1p1f1.3hr.pr.gn.v20190529',\n",
" 'CMIP6.ScenarioMIP.AS-RCEC.TaiESM1.ssp585.r1i1p1f1.3hr.pr.gn.v20210416',\n",
" 'CMIP6.ScenarioMIP.NUIST.NESM3.ssp126.r1i1p1f1.day.pr.gn.v20190806',\n",
" 'CMIP6.ScenarioMIP.CMCC.CMCC-CM2-SR5.ssp126.r1i1p1f1.day.pr.gn.v20200717',\n",
" 'CMIP6.ScenarioMIP.NUIST.NESM3.ssp585.r1i1p1f1.day.pr.gn.v20190811',\n",
" 'CMIP6.ScenarioMIP.NUIST.NESM3.ssp245.r1i1p1f1.day.pr.gn.v20190805',\n",
" 'CMIP6.ScenarioMIP.NOAA-GFDL.GFDL-ESM4.ssp585.r1i1p1f1.day.pr.gr1.v20180701',\n",
" 'CMIP6.ScenarioMIP.NOAA-GFDL.GFDL-ESM4.ssp245.r1i1p1f1.day.pr.gr1.v20180701',\n",
" 'CMIP6.ScenarioMIP.NOAA-GFDL.GFDL-ESM4.ssp126.r1i1p1f1.day.pr.gr1.v20180701',\n",
" 'CMIP6.ScenarioMIP.NOAA-GFDL.GFDL-ESM4.ssp119.r1i1p1f1.day.pr.gr1.v20180701',\n",
" 'CMIP6.ScenarioMIP.NOAA-GFDL.GFDL-CM4.ssp585.r1i1p1f1.day.pr.gr1.v20180701',\n",
" 'CMIP6.ScenarioMIP.NOAA-GFDL.GFDL-CM4.ssp245.r1i1p1f1.day.pr.gr1.v20180701',\n",
" 'CMIP6.ScenarioMIP.NCC.NorESM2-MM.ssp585.r1i1p1f1.day.pr.gn.v20191108',\n",
" 'CMIP6.ScenarioMIP.NCC.NorESM2-MM.ssp245.r1i1p1f1.day.pr.gn.v20191108',\n",
" 'CMIP6.ScenarioMIP.NCC.NorESM2-MM.ssp126.r1i1p1f1.day.pr.gn.v20191108',\n",
" 'CMIP6.ScenarioMIP.NCC.NorESM2-LM.ssp585.r1i1p1f1.day.pr.gn.v20191108',\n",
" 'CMIP6.ScenarioMIP.NCC.NorESM2-LM.ssp245.r1i1p1f1.day.pr.gn.v20191108',\n",
" 'CMIP6.ScenarioMIP.NCC.NorESM2-LM.ssp126.r1i1p1f1.day.pr.gn.v20191108',\n",
" 'CMIP6.ScenarioMIP.MRI.MRI-ESM2-0.ssp245.r1i1p1f1.day.pr.gn.v20190603',\n",
" 'CMIP6.ScenarioMIP.MRI.MRI-ESM2-0.ssp119.r1i1p1f1.day.pr.gn.v20190603',\n",
" 'CMIP6.ScenarioMIP.MPI-M.MPI-ESM1-2-LR.ssp585.r1i1p1f1.day.pr.gn.v20190710',\n",
" 'CMIP6.ScenarioMIP.MPI-M.MPI-ESM1-2-LR.ssp245.r1i1p1f1.day.pr.gn.v20190710']"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"[f[\"id\"] for f in data[\"features\"]]"
]
}
],
"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": "3.9.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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