pygeofilter CDSE OData support for CQL2¶
Scope¶
We aim to provide users a simpler OData Filtering experience by let them expressing a $filter via Common Query Language (also known as CQL2).
Target¶
This library, written in Python, is developed to simplify System Integrators daily routines to interact with Geospatial catalogs, such as the Copernicus Data Space Ecosystem.
Usage¶
Once the library is installed, everything required are the following steps:
In [1]:
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import json
from pygeocdse.evaluator import http_invoke
# define the OData catalog base URL
base_url = "https://catalogue.dataspace.copernicus.eu/odata/v1/Products"
# define the OData filter, according to CQL2 (JSON)
cql2_filter = {
"op": "and",
"args": [
{
"op": "eq",
"args": [
{"property": "Collection/Name"},
"SENTINEL-2"
]
},
{
"op": "eq",
"args": [
{"property": "productType"},
"S2MSI1C"
]
},
{
"op": "s_intersects",
"args": [
{"property": "geometry"},
{
"type": "Polygon",
"coordinates": [
[
[-11, 35],
[27.5, 35],
[27.5, 60],
[-11, 60],
[-11, 35],
]
],
},
],
}
],
}
# Now query the OData Catalog via HTTP
data = http_invoke(base_url, cql2_filter)
# manipulate resulting data
print(json.dumps(data, indent=2))
import json
from pygeocdse.evaluator import http_invoke
# define the OData catalog base URL
base_url = "https://catalogue.dataspace.copernicus.eu/odata/v1/Products"
# define the OData filter, according to CQL2 (JSON)
cql2_filter = {
"op": "and",
"args": [
{
"op": "eq",
"args": [
{"property": "Collection/Name"},
"SENTINEL-2"
]
},
{
"op": "eq",
"args": [
{"property": "productType"},
"S2MSI1C"
]
},
{
"op": "s_intersects",
"args": [
{"property": "geometry"},
{
"type": "Polygon",
"coordinates": [
[
[-11, 35],
[27.5, 35],
[27.5, 60],
[-11, 60],
[-11, 35],
]
],
},
],
}
],
}
# Now query the OData Catalog via HTTP
data = http_invoke(base_url, cql2_filter)
# manipulate resulting data
print(json.dumps(data, indent=2))
{
"@odata.context": "$metadata#Products",
"value": [
{
"@odata.mediaContentType": "application/octet-stream",
"Id": "6202e905-2a4a-4f4f-9a6c-975ebabf8db6",
"Name": "S2B_MSIL1C_20230726T085559_N0509_R007_T35SMU_20230726T093537.SAFE",
"ContentType": "application/octet-stream",
"ContentLength": 775951973,
"OriginDate": "2023-07-26T12:06:42.431000Z",
"PublicationDate": "2023-07-26T12:54:06.521335Z",
"ModificationDate": "2023-07-26T12:54:18.234453Z",
"Online": true,
"EvictionDate": "9999-12-31T23:59:59.999999Z",
"S3Path": "/eodata/Sentinel-2/MSI/L1C/2023/07/26/S2B_MSIL1C_20230726T085559_N0509_R007_T35SMU_20230726T093537.SAFE",
"Checksum": [
{
"Value": "d45f060c2f0dd5e3301c416b7d0b633e",
"Algorithm": "MD5",
"ChecksumDate": "2023-07-26T12:54:15.638038Z"
},
{
"Value": "ff85fa761f9d04193173e02cd1c3db9a82391356b4fefab5b8ad355cb17bd997",
"Algorithm": "BLAKE3",
"ChecksumDate": "2023-07-26T12:54:17.923520Z"
}
],
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"End": "2023-07-26T08:55:59.024000Z"
},
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],
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},
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"Online": true,
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"Algorithm": "MD5",
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"End": "2023-07-26T10:36:29.024000Z"
},
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},
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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.