pygeofilter CDSE OData support for CQL2¶
Scope¶
We aim to provide users a simpler OData Filtering experience by let them expressing a $filter via Common Query Language (also known as CQL2).
Target¶
This library, written in Python, is developed to simplify System Integrators daily routines to interact with Geospatial catalogs, such as the Copernicus Data Space Ecosystem.
Usage¶
Once the library is installed, everything required are the following steps:
In [1]:
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import json
from pygeocdse.evaluator import http_invoke
# define the OData catalog base URL
base_url = "https://catalogue.dataspace.copernicus.eu/odata/v1/Products"
# define the OData filter, according to CQL2 (JSON)
cql2_filter = {
"op": "and",
"args": [
{
"op": "eq",
"args": [
{"property": "Collection/Name"},
"SENTINEL-2"
]
},
{
"op": "eq",
"args": [
{"property": "productType"},
"S2MSI1C"
]
},
{
"op": "s_intersects",
"args": [
{"property": "geometry"},
{
"type": "Polygon",
"coordinates": [
[
[-11, 35],
[27.5, 35],
[27.5, 60],
[-11, 60],
[-11, 35],
]
],
},
],
}
],
}
# Now query the OData Catalog via HTTP
data = http_invoke(base_url, cql2_filter)
# manipulate resulting data
print(json.dumps(data, indent=2))
import json
from pygeocdse.evaluator import http_invoke
# define the OData catalog base URL
base_url = "https://catalogue.dataspace.copernicus.eu/odata/v1/Products"
# define the OData filter, according to CQL2 (JSON)
cql2_filter = {
"op": "and",
"args": [
{
"op": "eq",
"args": [
{"property": "Collection/Name"},
"SENTINEL-2"
]
},
{
"op": "eq",
"args": [
{"property": "productType"},
"S2MSI1C"
]
},
{
"op": "s_intersects",
"args": [
{"property": "geometry"},
{
"type": "Polygon",
"coordinates": [
[
[-11, 35],
[27.5, 35],
[27.5, 60],
[-11, 60],
[-11, 35],
]
],
},
],
}
],
}
# Now query the OData Catalog via HTTP
data = http_invoke(base_url, cql2_filter)
# manipulate resulting data
print(json.dumps(data, indent=2))
2026-08-06 09:20:33.768 | WARNING | pygeocdse.evaluator:wrapper:251 - GET https://catalogue.dataspace.copernicus.eu/odata/v1/Products?$filter=Collection/Name%20eq%20'SENTINEL-2'%20and%20Attributes/OData.CSC.StringAttribute/any(att:att/Name%20eq%20'productType'%20and%20att/OData.CSC.StringAttribute/Value%20eq%20'S2MSI1C')%20and%20OData.CSC.Intersects(area=geography'SRID=4326;POLYGON%20((-11%2035,%2027.5%2035,%2027.5%2060,%20-11%2060,%20-11%2035))')&$top=200&$expand=Assets&$expand=Attributes&$expand=Locations
2026-08-06 09:20:33.769 | WARNING | pygeocdse.evaluator:wrapper:261 - > Host: catalogue.dataspace.copernicus.eu
2026-08-06 09:20:33.770 | WARNING | pygeocdse.evaluator:wrapper:261 - > Accept: */*
2026-08-06 09:20:33.771 | WARNING | pygeocdse.evaluator:wrapper:261 - > Accept-Encoding: gzip, deflate
2026-08-06 09:20:33.771 | WARNING | pygeocdse.evaluator:wrapper:261 - > Connection: keep-alive
2026-08-06 09:20:33.771 | WARNING | pygeocdse.evaluator:wrapper:261 - > User-Agent: python-httpx/0.28.1
2026-08-06 09:20:33.772 | WARNING | pygeocdse.evaluator:wrapper:261 - > Prefer: odata.maxpagesize=20
2026-08-06 09:20:33.772 | WARNING | pygeocdse.evaluator:wrapper:263 - >
2026-08-06 09:20:52.378 | SUCCESS | pygeocdse.evaluator:wrapper:286 - < 200 OK
2026-08-06 09:20:52.379 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < date: Thu, 06 Aug 2026 09:20:50 GMT
2026-08-06 09:20:52.379 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < content-type: application/json
2026-08-06 09:20:52.380 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < content-length: 1049821
2026-08-06 09:20:52.380 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < connection: keep-alive
2026-08-06 09:20:52.381 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < request-id: f80028ee-72ad-4c2f-84f0-09e6c2846312
2026-08-06 09:20:52.381 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < x-envoy-upstream-service-time: 15826
2026-08-06 09:20:52.383 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < strict-transport-security: max-age=15724800; includeSubDomains
2026-08-06 09:20:52.383 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < access-control-allow-origin: *
2026-08-06 09:20:52.384 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < access-control-allow-credentials: true
2026-08-06 09:20:52.384 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < access-control-allow-methods: GET, PUT, POST, DELETE, PATCH, OPTIONS
2026-08-06 09:20:52.385 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < access-control-allow-headers: DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Range,Authorization
2026-08-06 09:20:52.385 | SUCCESS | pygeocdse.evaluator:wrapper:290 - < access-control-max-age: 1728000
2026-08-06 09:20:52.386 | SUCCESS | pygeocdse.evaluator:wrapper:292 -
2026-08-06 09:20:52.386 | SUCCESS | pygeocdse.evaluator:wrapper:295 - {"@odata.context":"$metadata#Products(Assets(),Attributes(),Locations())","value":[{"@odata.mediaContentType":"application/octet-stream","Id":"b178377e-5a28-4d6e-921c-1dabd81c1435","Name":"S2A_MSIL1C_20241227T113511_N0511_R080_T29UQR_20241227T133155.SAFE","ContentType":"application/octet-stream","ContentLength":869225106,"OriginDate":"2024-12-27T15:37:36.000000Z","PublicationDate":"2024-12-27T15:48:57.520825Z","ModificationDate":"2026-05-16T04:58:32.810678Z","Online":true,"EvictionDate":"9999-12-31T23:59:59.999999Z","S3Path":"/eodata/Sentinel-2/MSI/L1C/2024/12/27/S2A_MSIL1C_20241227T113511_N0511_R080_T29UQR_20241227T133155.SAFE","Checksum":[{"Value":"58dbe003f095c63f186e49d784a73dcb","Algorithm":"MD5","ChecksumDate":"2026-05-16T04:58:30.666481Z"},{"Value":"8d94962573110b9b965b340ad88c69ba9c97222fd8065e1fd5d72fd0d0e74a7a","Algorithm":"BLAKE3","ChecksumDate":"2026-05-16T04:58:32.022159Z"}],"ContentDate":{"Start":"2024-12-27T11:35:11.024000Z","End":"2024-12-27T11:35:11.024000Z"},"Footprint":"geography'SRID=4326;POLYGON ((-6.17923105498472 50.51811370350305, -6.236454852398636 49.53174440621896, -4.722629618337177 49.48562029230301, -4.634257236492996 50.47036063098581, -6.17923105498472 50.51811370350305))'","GeoFootprint":{"type":"Polygon","coordinates":[[[-6.17923105498472,50.51811370350305],[-6.236454852398636,49.53174440621896],[-4.722629618337177,49.48562029230301],[-4.634257236492996,50.47036063098581],[-6.17923105498472,50.51811370350305]]]},"Attributes":[{"@odata.type":"#OData.CSC.StringAttribute","Name":"origin","Value":"ESA","ValueType":"String"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"tileId","Value":"29UQR","ValueType":"String"},{"@odata.type":"#OData.CSC.DoubleAttribute","Name":"cloudCover","Value":59.273851115292,"ValueType":"Double"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"datastripId","Value":"S2A_OPER_MSI_L1C_DS_2APS_20241227T133155_S20241227T113506_N05.11","ValueType":"String"},{"@odata.type":"#OData.CSC.IntegerAttribute","Name":"orbitNumber","Value":49698,"ValueType":"Integer"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"sourceProduct","Value":"S2A_OPER_MSI_L1C_TL_2APS_20241227T133155_A049698_T29UQR_N05.11,S2A_OPER_MSI_L1C_DS_2APS_20241227T133155_S20241227T113506_N05.11,S2A_OPER_MSI_L1C_TC_2APS_20241227T133155_A049698_T29UQR_N05.11.jp2","ValueType":"String"},{"@odata.type":"#OData.CSC.DateTimeOffsetAttribute","Name":"processingDate","Value":"2024-12-27T13:31:55.000000Z","ValueType":"DateTimeOffset"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"productGroupId","Value":"GS2A_20241227T113511_049698_N05.11","ValueType":"String"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"operationalMode","Value":"INS-NOBS","ValueType":"String"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"processingLevel","Value":"S2MSI1C","ValueType":"String"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"processorVersion","Value":"05.11","ValueType":"String"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"granuleIdentifier","Value":"S2A_OPER_MSI_L1C_TL_2APS_20241227T133155_A049698_T29UQR_N05.11","ValueType":"String"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"platformShortName","Value":"SENTINEL-2","ValueType":"String"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"instrumentShortName","Value":"MSI","ValueType":"String"},{"@odata.type":"#OData.CSC.IntegerAttribute","Name":"relativeOrbitNumber","Value":80,"ValueType":"Integer"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"sourceProductOriginDate","Value":"2024-12-27T15:37:09Z,2024-12-27T15:37:36Z,2024-12-27T15:37:11Z","ValueType":"String"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"platformSerialIdentifier","Value":"A","ValueType":"String"},{"@odata.type":"#OData.CSC.StringAttribute","Name":"productType","Value":"S2MSI1C","ValueType":"String"},{"@odata.type":"#OData.CSC.DateTimeOffsetAttribute","Name":"beginningDateTime","Value":"2024-12-27T11:35:11.024000Z","ValueType":"DateTimeOffset"},{"@odata.type":"#OData.CSC.DateTimeOffsetAttribute","Name":"endingDateTime","Value":"2024-12-27T11:35:11.024000Z","ValueType":"DateTimeOffset"}],"Assets":[{"Type":"QUICKLOOK","Id":"77cfc18c-7f72-44f5-a1a7-ec579cfa545d","DownloadLink":"https://catalogue.dataspace.copernicus.eu/odata/v1/Assets(77cfc18c-7f72-44f5-a1a7-ec579cfa545d)/$value","S3Path":"/eodata/Sentinel-2/MSI/L1C/2024/12/27/S2A_MSIL1C_20241227T113511_N0511_R080_T29UQR_20241227T133155.SAFE"}],"Locations":[{"FormatType":"Extracted","DownloadLink":"https://catalogue.dataspace.copernicus.eu/odata/v1/Products(b178377e-5a28-4d6e-921c-1dabd81c1435)/$value","ContentLength":869225106,"Checksum":[{"Value":"58dbe003f095c63f186e49d784a73dcb","Algorithm":"MD5","ChecksumDate":"2026-05-16T04:58:30.666481Z"},{"Value":"8d94962573110b9b965b340ad88c69ba9c97222fd8065e1fd5d72fd0d0e74a7a","Algorithm":"BLAKE3","ChecksumDate":"2026-05-16T04:58:32.022159Z"}],"S3Path":"/eodata/Sentinel-2/MSI/L1C/2024/12/27/S2A_MSIL1C_20241227T113511_N0511_R080_T29UQR_20241227T133155.SAFE"}]},{"@odata.mediaContentType":"application/octet-stream","Id":"28683c86-040e-45b4-b013-d0254801ea5d","Name":"S2A_MSIL1C_20241227T113511_N0511_R080_T29TNE_20241227T133155.SAFE","ContentType":"application/octet-stream","ContentLength":344488114,"OriginDate":"2024-12-27T15:37:36.000000Z","PublicationDate":"2024-12-27T15:49:25.505380Z","ModificationDate":"2026-05-16T04:58:32.976981Z","Online":true,"EvictionDate":"9999-12-31T23:59:59.999999Z","S3Path":"/eodata/Sentinel-2/MSI/L1C/2024/12/27/S2A_MSIL1C_20241227T113511_N0511_R080_T29TNE_20241227T133155.SAFE","Checksum":[{"Value":"1fa50e460a31344566993b9fddcf1a33","Algorithm":"MD5","ChecksumDate":"2026-05-16T04:58:32.016219Z"},{"Value":"27d3f7a1dfe567fec73b2e2490b665df3a577e25b98a70c07239063bd120ae1a","Algorithm":"BLAKE3","ChecksumDate":"2026-05-16T04:58:32.602686Z"}],"ContentDate":{"Start":"2024-12-27T11:35:11.024000Z","End":"2024-12-27T11:35:11.024000Z"},"Footprint":"geography'SRID=4326;POLYGON 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"ValueType": "DateTimeOffset"
}
],
"Assets": [
{
"Type": "QUICKLOOK",
"Id": "49d46c71-67f9-4e7a-b9e8-b50b0e727197",
"DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Assets(49d46c71-67f9-4e7a-b9e8-b50b0e727197)/$value",
"S3Path": "/eodata/Sentinel-2/MSI/L1C/2024/11/28/S2A_MSIL1C_20241128T092331_N0511_R093_T35ULU_20241128T101216.SAFE"
}
],
"Locations": [
{
"FormatType": "Extracted",
"DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Products(85f74692-e8dc-445a-8d4a-ab3982df281d)/$value",
"ContentLength": 210430167,
"Checksum": [
{
"Value": "f5f39869515aa3a883e7d37fa26e4fc7",
"Algorithm": "MD5",
"ChecksumDate": "2026-05-16T08:50:23.203980Z"
},
{
"Value": "77a495d21270e9a053f1defccf2c80123edbec39a4699d84f8aea6850dbab09d",
"Algorithm": "BLAKE3",
"ChecksumDate": "2026-05-16T08:50:23.547582Z"
}
],
"S3Path": "/eodata/Sentinel-2/MSI/L1C/2024/11/28/S2A_MSIL1C_20241128T092331_N0511_R093_T35ULU_20241128T101216.SAFE"
}
]
}
],
"@odata.nextLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Products?%24filter=Collection%2FName+eq+%27SENTINEL-2%27+and+Attributes%2FOData.CSC.StringAttribute%2Fany%28att%3Aatt%2FName+eq+%27productType%27+and+att%2FOData.CSC.StringAttribute%2FValue+eq+%27S2MSI1C%27%29+and+OData.CSC.Intersects%28area%3Dgeography%27SRID%3D4326%3BPOLYGON+%28%28-11+35%2C+27.5+35%2C+27.5+60%2C+-11+60%2C+-11+35%29%29%27%29&%24top=200&%24expand=Assets&%24expand=Attributes&%24expand=Locations&%24skip=200"
}
Disclaimer¶
This is Work in Progress, only a limited subset of OData operators are supported for CDSE use cases only.
Contributions are welcome and appreciated.