pygeofilter CDSE OData support for CQL2¶
Scope¶
We aim to provide users a simpler OData Filtering experience by let them expressing a $filter via Common Query Language (also known as CQL2).
Target¶
This library, written in Python, is developed to simplify System Integrators daily routines to interact with Geospatial catalogs, such as the Copernicus Data Space Ecosystem.
Usage¶
Once the library is installed, everything required are the following steps:
In [1]:
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import json
from pygeocdse.evaluator import http_invoke
# define the OData catalog base URL
base_url = "https://catalogue.dataspace.copernicus.eu/odata/v1/Products"
# define the OData filter, according to CQL2 (JSON)
cql2_filter = {
"op": "and",
"args": [
{
"op": "eq",
"args": [
{"property": "Collection/Name"},
"SENTINEL-2"
]
},
{
"op": "eq",
"args": [
{"property": "productType"},
"S2MSI1C"
]
},
{
"op": "s_intersects",
"args": [
{"property": "geometry"},
{
"type": "Polygon",
"coordinates": [
[
[-11, 35],
[27.5, 35],
[27.5, 60],
[-11, 60],
[-11, 35],
]
],
},
],
}
],
}
# Now query the OData Catalog via HTTP
data = http_invoke(base_url, cql2_filter)
# manipulate resulting data
print(json.dumps(data, indent=2))
import json
from pygeocdse.evaluator import http_invoke
# define the OData catalog base URL
base_url = "https://catalogue.dataspace.copernicus.eu/odata/v1/Products"
# define the OData filter, according to CQL2 (JSON)
cql2_filter = {
"op": "and",
"args": [
{
"op": "eq",
"args": [
{"property": "Collection/Name"},
"SENTINEL-2"
]
},
{
"op": "eq",
"args": [
{"property": "productType"},
"S2MSI1C"
]
},
{
"op": "s_intersects",
"args": [
{"property": "geometry"},
{
"type": "Polygon",
"coordinates": [
[
[-11, 35],
[27.5, 35],
[27.5, 60],
[-11, 60],
[-11, 35],
]
],
},
],
}
],
}
# Now query the OData Catalog via HTTP
data = http_invoke(base_url, cql2_filter)
# manipulate resulting data
print(json.dumps(data, indent=2))
2026-02-04 10:03:26.788 | DEBUG | pygeocdse.evaluator:http_invoke:248 - Invoking https://catalogue.dataspace.copernicus.eu/odata/v1/Products?$filter=Collection/Name eq 'SENTINEL-2' and Attributes/OData.CSC.StringAttribute/any(att:att/Name eq 'productType' and att/OData.CSC.StringAttribute/Value eq 'S2MSI1C') and OData.CSC.Intersects(area=geography'SRID=4326;POLYGON ((-11 35, 27.5 35, 27.5 60, -11 60, -11 35))')&$top=200&$expand=Assets&$expand=Attributes&$expand=Locations...
{
"@odata.context": "$metadata#Products(Assets(),Attributes(),Locations())",
"value": [
{
"@odata.mediaContentType": "application/octet-stream",
"Id": "fe8a1ad1-b092-47c6-965e-7703317d3fcb",
"Name": "S2B_MSIL1C_20241123T110309_N0511_R094_T31UCT_20250128T120713.SAFE",
"ContentType": "application/octet-stream",
"ContentLength": 298765092,
"OriginDate": "2025-01-28T15:50:03.000000Z",
"PublicationDate": "2025-01-28T15:54:28.100112Z",
"ModificationDate": "2025-01-28T15:54:28.100112Z",
"Online": true,
"EvictionDate": "9999-12-31T23:59:59.999999Z",
"S3Path": "/eodata/Sentinel-2/MSI/L1C/2024/11/23/S2B_MSIL1C_20241123T110309_N0511_R094_T31UCT_20250128T120713.SAFE",
"Checksum": [
{
"Value": "280c08c1b345cf066e7045f5574362cc",
"Algorithm": "MD5",
"ChecksumDate": "2025-01-28T15:54:26.552717Z"
},
{
"Value": "fa601dc1c9a1ad19ae8a1ebc3c14d7ba8a0f35831467f011fd01d9f73523ff1a",
"Algorithm": "BLAKE3",
"ChecksumDate": "2025-01-28T15:54:27.006024Z"
}
],
"ContentDate": {
"Start": "2024-11-23T11:03:09.024000Z",
"End": "2024-11-23T11:03:09.024000Z"
},
"Footprint": "geography'SRID=4326;POLYGON ((0.092393629880937 51.90050513191602, 0.129210851520782 51.3280532483229, 1.704578464673325 51.35607984388353, 1.696181771544842 51.645301143381616, 1.3829626390434 51.70037409174852, 1.382958461099708 51.70036497671756, 1.382750629706511 51.700400174315526, 1.382718904777211 51.70033117330574, 1.382669748970907 51.7003394807695, 1.382604685114649 51.70019754868271, 1.382383053033839 51.70023503242791, 1.382296334738092 51.70004615356077, 1.065793894769487 51.75367724927064, 1.066089956496147 51.75433211849365, 1.063118456359959 51.75483604655631, 1.047714832561133 51.757247435467534, 1.0476917049845 51.75719640372818, 0.727789394785803 51.807205495949326, 0.727841680446233 51.80732257246655, 0.705065866260231 51.81088805462124, 0.705041554596413 51.8108331948642, 0.704708577772589 51.81088409907117, 0.704681114203383 51.810821944532485, 0.704471023692465 51.810854116539275, 0.704449476162543 51.81080548118432, 0.495985411633844 51.84278035867922, 0.447403473882717 51.85021990663151, 0.380324684661948 51.86047465208458, 0.380331738463414 51.86049087182953, 0.379926501855571 51.86055292734473, 0.379938263951245 51.86058003719539, 0.379666906067302 51.860621658925815, 0.379700184677349 51.86069811917295, 0.378660379329651 51.86085784153287, 0.378773969012301 51.86111831430191, 0.378397932503375 51.86117617364018, 0.378412328190827 51.861209268657305, 0.092393629880937 51.90050513191602))'",
"GeoFootprint": {
"type": "Polygon",
"coordinates": [
[
[
0.092393629880937,
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],
[
0.129210851520782,
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],
[
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],
[
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],
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],
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],
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],
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],
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],
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],
[
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],
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],
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],
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],
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],
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],
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],
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],
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],
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],
[
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]
]
]
},
"Attributes": [
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "origin",
"Value": "ESA",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "tileId",
"Value": "31UCT",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.DoubleAttribute",
"Name": "cloudCover",
"Value": 99.999729078787,
"ValueType": "Double"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "datastripId",
"Value": "S2B_OPER_MSI_L1C_DS_2BPS_20250128T120713_S20241123T110644_N05.11",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.IntegerAttribute",
"Name": "orbitNumber",
"Value": 40303,
"ValueType": "Integer"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "sourceProduct",
"Value": "S2B_OPER_MSI_L1C_TL_2BPS_20250128T120713_A040303_T31UCT_N05.11,S2B_OPER_MSI_L1C_DS_2BPS_20250128T120713_S20241123T110644_N05.11,S2B_OPER_MSI_L1C_TC_2BPS_20250128T120713_A040303_T31UCT_N05.11.jp2",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.DateTimeOffsetAttribute",
"Name": "processingDate",
"Value": "2025-01-28T12:07:13.000000Z",
"ValueType": "DateTimeOffset"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "productGroupId",
"Value": "GS2B_20241123T110309_040303_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": "S2B_OPER_MSI_L1C_TL_2BPS_20250128T120713_A040303_T31UCT_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": 94,
"ValueType": "Integer"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "sourceProductOriginDate",
"Value": "2025-01-28T15:50:03Z,2025-01-28T15:41:54Z,2025-01-28T15:49:56Z",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "platformSerialIdentifier",
"Value": "B",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "productType",
"Value": "S2MSI1C",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.DateTimeOffsetAttribute",
"Name": "beginningDateTime",
"Value": "2024-11-23T11:03:09.024000Z",
"ValueType": "DateTimeOffset"
},
{
"@odata.type": "#OData.CSC.DateTimeOffsetAttribute",
"Name": "endingDateTime",
"Value": "2024-11-23T11:03:09.024000Z",
"ValueType": "DateTimeOffset"
}
],
"Assets": [
{
"Type": "QUICKLOOK",
"Id": "b9460c67-faf4-4d9d-95fb-02584b5a474a",
"DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Assets(b9460c67-faf4-4d9d-95fb-02584b5a474a)/$value",
"S3Path": "/eodata/Sentinel-2/MSI/L1C/2024/11/23/S2B_MSIL1C_20241123T110309_N0511_R094_T31UCT_20250128T120713.SAFE"
}
],
"Locations": [
{
"FormatType": "Extracted",
"DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Products(fe8a1ad1-b092-47c6-965e-7703317d3fcb)/$value",
"ContentLength": 298765092,
"Checksum": [
{
"Value": "280c08c1b345cf066e7045f5574362cc",
"Algorithm": "MD5",
"ChecksumDate": "2025-01-28T15:54:26.552717Z"
},
{
"Value": "fa601dc1c9a1ad19ae8a1ebc3c14d7ba8a0f35831467f011fd01d9f73523ff1a",
"Algorithm": "BLAKE3",
"ChecksumDate": "2025-01-28T15:54:27.006024Z"
}
],
"S3Path": "/eodata/Sentinel-2/MSI/L1C/2024/11/23/S2B_MSIL1C_20241123T110309_N0511_R094_T31UCT_20250128T120713.SAFE"
}
]
},
{
"@odata.mediaContentType": "application/octet-stream",
"Id": "e8e37ea8-8a81-41b4-9cea-16b68f837532",
"Name": "S2B_MSIL1C_20241008T085759_N0511_R007_T35TNK_20241008T110113.SAFE",
"ContentType": "application/octet-stream",
"ContentLength": 710261298,
"OriginDate": "2024-10-08T12:16:49.000000Z",
"PublicationDate": "2024-10-08T12:25:20.548479Z",
"ModificationDate": "2024-10-08T12:27:23.066633Z",
"Online": true,
"EvictionDate": "9999-12-31T23:59:59.999999Z",
"S3Path": "/eodata/Sentinel-2/MSI/L1C/2024/10/08/S2B_MSIL1C_20241008T085759_N0511_R007_T35TNK_20241008T110113.SAFE",
"Checksum": [
{
"Value": "c2fc113d7680646b8455cc713aaac934",
"Algorithm": "MD5",
"ChecksumDate": "2024-10-08T12:27:21.740211Z"
},
{
"Value": "8505d326a4b44c841484543c82e5b289ae90b63892a9f365c91cc6c72a3df97c",
"Algorithm": "BLAKE3",
"ChecksumDate": "2024-10-08T12:27:22.869870Z"
}
],
"ContentDate": {
"Start": "2024-10-08T08:57:59.024000Z",
"End": "2024-10-08T08:57:59.024000Z"
},
"Footprint": "geography'SRID=4326;POLYGON ((26.99974933270932 44.28397341529247, 26.99974984707317 44.16536649550738, 28.372894000454572 44.157116557384406, 28.39641117314893 45.145299673094094, 27.29074538353703 45.152058418789025, 27.24699523895619 45.023468818837536, 27.197601007718127 44.87678419161482, 27.14839420233417 44.7300955963406, 27.09930011800737 44.58340989514412, 27.050476969502192 44.4367080614775, 27.00176435167091 44.29001751469921, 26.99974933270932 44.28397341529247))'",
"GeoFootprint": {
"type": "Polygon",
"coordinates": [
[
[
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],
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],
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],
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],
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],
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],
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],
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],
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],
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],
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],
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]
]
]
},
"Attributes": [
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "origin",
"Value": "ESA",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "tileId",
"Value": "35TNK",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.DoubleAttribute",
"Name": "cloudCover",
"Value": 0.351071326767,
"ValueType": "Double"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "datastripId",
"Value": "S2B_OPER_MSI_L1C_DS_2BPS_20241008T110113_S20241008T090310_N05.11",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.IntegerAttribute",
"Name": "orbitNumber",
"Value": 39644,
"ValueType": "Integer"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "sourceProduct",
"Value": "S2B_OPER_MSI_L1C_TL_2BPS_20241008T110113_A039644_T35TNK_N05.11,S2B_OPER_MSI_L1C_DS_2BPS_20241008T110113_S20241008T090310_N05.11,S2B_OPER_MSI_L1C_TC_2BPS_20241008T110113_A039644_T35TNK_N05.11.jp2",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.DateTimeOffsetAttribute",
"Name": "processingDate",
"Value": "2024-10-08T11:01:13.000000Z",
"ValueType": "DateTimeOffset"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "productGroupId",
"Value": "GS2B_20241008T085759_039644_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": "S2B_OPER_MSI_L1C_TL_2BPS_20241008T110113_A039644_T35TNK_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": 7,
"ValueType": "Integer"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "sourceProductOriginDate",
"Value": "2024-10-08T12:16:49Z,2024-10-08T11:50:34Z,2024-10-08T12:16:35Z",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "platformSerialIdentifier",
"Value": "B",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "productType",
"Value": "S2MSI1C",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.DateTimeOffsetAttribute",
"Name": "beginningDateTime",
"Value": "2024-10-08T08:57:59.024000Z",
"ValueType": "DateTimeOffset"
},
{
"@odata.type": "#OData.CSC.DateTimeOffsetAttribute",
"Name": "endingDateTime",
"Value": "2024-10-08T08:57:59.024000Z",
"ValueType": "DateTimeOffset"
}
],
"Assets": [
{
"Type": "QUICKLOOK",
"Id": "05ab2378-4441-4b59-bc0c-af2c534a7e12",
"DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Assets(05ab2378-4441-4b59-bc0c-af2c534a7e12)/$value",
"S3Path": "/eodata/Sentinel-2/MSI/L1C/2024/10/08/S2B_MSIL1C_20241008T085759_N0511_R007_T35TNK_20241008T110113.SAFE"
}
],
"Locations": [
{
"FormatType": "Extracted",
"DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Products(e8e37ea8-8a81-41b4-9cea-16b68f837532)/$value",
"ContentLength": 710261298,
"Checksum": [
{
"Value": "c2fc113d7680646b8455cc713aaac934",
"Algorithm": "MD5",
"ChecksumDate": "2024-10-08T12:27:21.740211Z"
},
{
"Value": "8505d326a4b44c841484543c82e5b289ae90b63892a9f365c91cc6c72a3df97c",
"Algorithm": "BLAKE3",
"ChecksumDate": "2024-10-08T12:27:22.869870Z"
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},
{
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"Name": "productGroupId",
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"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
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"ValueType": "String"
},
{
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"ValueType": "String"
},
{
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"Name": "processorVersion",
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"ValueType": "String"
},
{
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"Name": "granuleIdentifier",
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"ValueType": "String"
},
{
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"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": 94,
"ValueType": "Integer"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "sourceProductOriginDate",
"Value": "2025-01-28T15:52:23Z,2025-01-28T15:41:54Z,2025-01-28T15:51:53Z",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "platformSerialIdentifier",
"Value": "B",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.StringAttribute",
"Name": "productType",
"Value": "S2MSI1C",
"ValueType": "String"
},
{
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"Name": "beginningDateTime",
"Value": "2024-11-23T11:03:09.024000Z",
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},
{
"@odata.type": "#OData.CSC.DateTimeOffsetAttribute",
"Name": "endingDateTime",
"Value": "2024-11-23T11:03:09.024000Z",
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}
],
"Assets": [
{
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"S3Path": "/eodata/Sentinel-2/MSI/L1C/2024/11/23/S2B_MSIL1C_20241123T110309_N0511_R094_T30UYB_20250128T120713.SAFE"
}
],
"Locations": [
{
"FormatType": "Extracted",
"DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Products(66f84a29-4ead-46a3-8dbf-ed33cf18f5c4)/$value",
"ContentLength": 639900626,
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],
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}
]
},
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"OriginDate": "2025-01-28T15:53:02.000000Z",
"PublicationDate": "2025-01-28T15:57:38.084455Z",
"ModificationDate": "2025-01-28T15:57:38.084455Z",
"Online": true,
"EvictionDate": "9999-12-31T23:59:59.999999Z",
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],
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"End": "2024-11-23T11:03:09.024000Z"
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"GeoFootprint": {
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},
{
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"Name": "tileId",
"Value": "30TWT",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.DoubleAttribute",
"Name": "cloudCover",
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},
{
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},
{
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},
{
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},
{
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},
{
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"Name": "processorVersion",
"Value": "05.11",
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},
{
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},
{
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{
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},
{
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},
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"ValueType": "String"
},
{
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"Name": "platformSerialIdentifier",
"Value": "B",
"ValueType": "String"
},
{
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"Name": "productType",
"Value": "S2MSI1C",
"ValueType": "String"
},
{
"@odata.type": "#OData.CSC.DateTimeOffsetAttribute",
"Name": "beginningDateTime",
"Value": "2024-11-23T11:03:09.024000Z",
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},
{
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"Name": "endingDateTime",
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"ValueType": "DateTimeOffset"
}
],
"Assets": [
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"Id": "a1f11f8f-9ccc-4743-b96a-e35904a17cf6",
"DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Assets(a1f11f8f-9ccc-4743-b96a-e35904a17cf6)/$value",
"S3Path": "/eodata/Sentinel-2/MSI/L1C/2024/11/23/S2B_MSIL1C_20241123T110309_N0511_R094_T30TWT_20250128T120713.SAFE"
}
],
"Locations": [
{
"FormatType": "Extracted",
"DownloadLink": "https://catalogue.dataspace.copernicus.eu/odata/v1/Products(a17c7a69-1606-4387-931c-594dfc14a085)/$value",
"ContentLength": 305704048,
"Checksum": [
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"Algorithm": "MD5",
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},
{
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}
],
"S3Path": "/eodata/Sentinel-2/MSI/L1C/2024/11/23/S2B_MSIL1C_20241123T110309_N0511_R094_T30TWT_20250128T120713.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.