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))

2026-04-27 14:16:01.905 | WARNING  | pygeocdse.evaluator:wrapper:253 - 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

2026-04-27 14:16:01.906 | WARNING  | pygeocdse.evaluator:wrapper:263 - > Host: catalogue.dataspace.copernicus.eu

2026-04-27 14:16:01.907 | WARNING  | pygeocdse.evaluator:wrapper:263 - > Accept: */*

2026-04-27 14:16:01.907 | WARNING  | pygeocdse.evaluator:wrapper:263 - > Accept-Encoding: gzip, deflate

2026-04-27 14:16:01.908 | WARNING  | pygeocdse.evaluator:wrapper:263 - > Connection: keep-alive

2026-04-27 14:16:01.908 | WARNING  | pygeocdse.evaluator:wrapper:263 - > User-Agent: python-httpx/0.28.1

2026-04-27 14:16:01.908 | WARNING  | pygeocdse.evaluator:wrapper:263 - > Prefer: odata.maxpagesize=20

2026-04-27 14:16:01.909 | WARNING  | pygeocdse.evaluator:wrapper:265 - >

2026-04-27 14:16:19.345 | SUCCESS  | pygeocdse.evaluator:wrapper:288 - < 200 OK

2026-04-27 14:16:19.346 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < date: Mon, 27 Apr 2026 14:16:18 GMT

2026-04-27 14:16:19.346 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < content-type: application/json

2026-04-27 14:16:19.347 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < content-length: 921408

2026-04-27 14:16:19.348 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < connection: keep-alive

2026-04-27 14:16:19.348 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < request-id: 3680bff1-bb64-46ea-8962-b35fafc34f72

2026-04-27 14:16:19.349 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < x-envoy-upstream-service-time: 15278

2026-04-27 14:16:19.349 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < strict-transport-security: max-age=15724800; includeSubDomains

2026-04-27 14:16:19.349 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < access-control-allow-origin: *

2026-04-27 14:16:19.350 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < access-control-allow-credentials: true

2026-04-27 14:16:19.350 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < access-control-allow-methods: GET, PUT, POST, DELETE, PATCH, OPTIONS

2026-04-27 14:16:19.351 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < access-control-allow-headers: DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Range,Authorization

2026-04-27 14:16:19.351 | SUCCESS  | pygeocdse.evaluator:wrapper:292 - < access-control-max-age: 1728000

2026-04-27 14:16:19.351 | SUCCESS  | pygeocdse.evaluator:wrapper:294 -

2026-04-27 14:16:19.352 | SUCCESS  | pygeocdse.evaluator:wrapper:297 - 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          "ValueType": "DateTimeOffset"
        }
      ],
      "Assets": [
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        }
      ],
      "Locations": [
        {
          "FormatType": "Extracted",
          "DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Products(de1f0e36-bd1e-40d4-9444-ab893f923d3f)/$value",
          "ContentLength": 741087734,
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              "ChecksumDate": "2025-06-22T22:34:53.778387Z"
            },
            {
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              "Algorithm": "BLAKE3",
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            }
          ],
          "S3Path": "/eodata/Sentinel-2/MSI/L1C_N0500/2015/09/15/S2A_MSIL1C_20150915T102026_N0500_R065_T32UNU_20231015T134342.SAFE"
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    },
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      "ContentType": "application/octet-stream",
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      "OriginDate": "2024-06-12T02:40:20.345000Z",
      "PublicationDate": "2024-06-12T02:46:30.056944Z",
      "ModificationDate": "2025-06-22T23:05:03.784193Z",
      "Online": true,
      "EvictionDate": "9999-12-31T23:59:59.999999Z",
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      "Checksum": [
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        },
        {
          "Value": "d137be1ef53b10b5a6ba3ceaf40abf7d643b75c42d87aa8a91b0bfe15c3689fa",
          "Algorithm": "BLAKE3",
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        }
      ],
      "ContentDate": {
        "Start": "2015-08-30T10:00:16.027000Z",
        "End": "2015-08-30T10:00:16.027000Z"
      },
      "Footprint": "geography'SRID=4326;POLYGON ((13.4674722826783 48.6532554310921, 13.7751310377905 48.6585189163826, 13.7564011064552 49.4105467492476, 13.7379359523846 49.362922028278, 13.6822024606197 49.2166663101795, 13.6272628695573 49.0702602724889, 13.5713057925339 48.9241667341142, 13.5148094488535 48.778259312423, 13.4674722826783 48.6532554310921))'",
      "GeoFootprint": {
        "type": "Polygon",
        "coordinates": [
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      },
      "Attributes": [
        {
          "@odata.type": "#OData.CSC.StringAttribute",
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          "ValueType": "String"
        },
        {
          "@odata.type": "#OData.CSC.StringAttribute",
          "Name": "tileId",
          "Value": "33UUQ",
          "ValueType": "String"
        },
        {
          "@odata.type": "#OData.CSC.DoubleAttribute",
          "Name": "cloudCover",
          "Value": 0.0,
          "ValueType": "Double"
        },
        {
          "@odata.type": "#OData.CSC.StringAttribute",
          "Name": "datastripId",
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          "ValueType": "String"
        },
        {
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          "Name": "orbitNumber",
          "Value": 977,
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        },
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          "Name": "processingDate",
          "Value": "2023-10-16T11:04:21.000000Z",
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        },
        {
          "@odata.type": "#OData.CSC.StringAttribute",
          "Name": "productGroupId",
          "Value": "GS2A_20150830T100016_000977_N05.00",
          "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": "05.00",
          "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": 122,
          "ValueType": "Integer"
        },
        {
          "@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": "2015-08-30T10:00:16.027000Z",
          "ValueType": "DateTimeOffset"
        },
        {
          "@odata.type": "#OData.CSC.DateTimeOffsetAttribute",
          "Name": "endingDateTime",
          "Value": "2015-08-30T10:00:16.027000Z",
          "ValueType": "DateTimeOffset"
        }
      ],
      "Assets": [
        {
          "Type": "QUICKLOOK",
          "Id": "a01d972e-51bc-41f9-9d16-d148c7d2f093",
          "DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Assets(a01d972e-51bc-41f9-9d16-d148c7d2f093)/$value",
          "S3Path": "/eodata/Sentinel-2/MSI/L1C_N0500/2015/08/30/S2A_MSIL1C_20150830T100016_N0500_R122_T33UUQ_20231016T110421.SAFE"
        }
      ],
      "Locations": [
        {
          "FormatType": "Extracted",
          "DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Products(f20d5dd2-fb65-4b3a-a323-1bfa8d4838ff)/$value",
          "ContentLength": 78595995,
          "Checksum": [
            {
              "Value": "c90b60f17a9149177781b629d23ede90",
              "Algorithm": "MD5",
              "ChecksumDate": "2025-06-22T23:05:03.303636Z"
            },
            {
              "Value": "d137be1ef53b10b5a6ba3ceaf40abf7d643b75c42d87aa8a91b0bfe15c3689fa",
              "Algorithm": "BLAKE3",
              "ChecksumDate": "2025-06-22T23:05:03.466784Z"
            }
          ],
          "S3Path": "/eodata/Sentinel-2/MSI/L1C_N0500/2015/08/30/S2A_MSIL1C_20150830T100016_N0500_R122_T33UUQ_20231016T110421.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.