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Unable to access CAMS_GLOBAL_EMISSIONS data after 2021 #1041

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InigoReizabal opened this issue Feb 29, 2024 · 3 comments
Open

Unable to access CAMS_GLOBAL_EMISSIONS data after 2021 #1041

InigoReizabal opened this issue Feb 29, 2024 · 3 comments
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bug Something isn't working

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@InigoReizabal
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Describe the bug
I've tried to access the CAMS_GLOBAL_EMISSIONS through the cop_ads provider but I'm getting the following error:

DownloadError: the request you have submitted is not valid. Value '2021' not valid for parameter 'year', valid values are: 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, ....

However, should exist as the dag.search returns a EOProduct

The error raises from 2021 on.

Code To Reproduce
CLI commands or Python code snippet to reproduce the bug. Please use maximum verbosity using:

from eodag import EODataAccessGateway, setup_logging

setup_logging(3)  # 0: nothing, 1: only progress bars, 2: INFO, 3: DEBUG

dag = EODataAccessGateway()

geometry = "POLYGON ((-70.889282 -33.560064, -70.889282 -33.284979, -70.493774 -33.284979, -70.493774 -33.560064, -70.889282 -33.560064))"
search_results, total_count = dag.search(
    provider="cop_ads",
    productType="CAMS_GLOBAL_EMISSIONS",
    geom=geometry,
    start="2021-02-15",
    end="2021-02-28",
)

product = search_results[0]
product_path = product.download()

Output

2024-02-29 17:44:20,772 eodag.core                       [INFO    ] (tid=140253333770240) Searching product type 'CAMS_GLOBAL_EMISSIONS' on provider: cop_ads
2024-02-29 17:44:20,773 eodag.search.base                [DEBUG   ] (tid=140253333770240) Mapping eodag product type to provider product type
2024-02-29 17:44:20,774 eodag.search.base                [DEBUG   ] (tid=140253333770240) Getting provider product type definition parameters for CAMS_GLOBAL_EMISSIONS
2024-02-29 17:44:20,774 eodag.search.qssearch            [DEBUG   ] (tid=140253333770240) Building the query string that will be used for search
2024-02-29 17:44:20,775 eodag.product.metadata_mapping   [DEBUG   ] (tid=140253333770240) Retrieving queryable metadata from metadata_mapping
2024-02-29 17:44:20,780 eodag.core                       [INFO    ] (tid=140253333770240) Found 1 result(s) on provider 'cop_ads'
CAMS_GLOBAL_EMISSIONS_20210215_775429dfba2ed71b2bfe0ead9bac3e9fa1f45f44:
0.00/? [00:00<?, ?B/s]
2024-02-29 17:44:20,789 eodag.download.base              [INFO    ] (tid=140253333770240) Download url: https://ads.atmosphere.copernicus.eu/cdsapp#!/dataset/cams-global-emission-inventories?{"area": "-33.284979/-70.889282/-33.560064/-70.493774", "dataset": "cams-global-emission-inventories", "day": ["23", "25", "24", "17", "19", "16", "21", "26", "20", "15", "18", "27", "22"], "format": "zip", "month": "02", "source": "anthropogenic", "variable": "acids", "version": "latest", "year": "2021"}
2024-02-29 17:44:21,221 eodag.apis.cds                   [DEBUG   ] (tid=140253333770240) Connection checked on CDS API
2024-02-29 17:44:21,223 eodag.apis.cds                   [INFO    ] (tid=140253333770240) Request download on CDS API: dataset=cams-global-emission-inventories, request={'area': '-33.284979/-70.889282/-33.560064/-70.493774', 'day': ['23', '25', '24', '17', '19', '16', '21', '26', '20', '15', '18', '27', '22'], 'format': 'zip', 'month': '02', 'source': 'anthropogenic', 'variable': 'acids', 'version': 'latest', 'year': '2021'}
2024-02-29 17:44:21,225 cdsapi                           [DEBUG   ] (tid=140253333770240) CDSAPI {'url': 'https://ads.atmosphere.copernicus.eu/api/v2', 'key': '18663:382eca88-1560-42b3-bbe3-8e7a85414020', 'quiet': True, 'verify': True, 'timeout': 60, 'progress': False, 'sleep_max': 120, 'retry_max': 500, 'full_stack': False, 'delete': True, 'metadata': None, 'forget': False}
2024-02-29 17:44:21,360 cdsapi                           [INFO    ] (tid=140253333770240) Welcome to the CDS
2024-02-29 17:44:21,362 cdsapi                           [INFO    ] (tid=140253333770240) Sending request to https://ads.atmosphere.copernicus.eu/api/v2/resources/cams-global-emission-inventories
2024-02-29 17:44:21,363 cdsapi                           [DEBUG   ] (tid=140253333770240) POST https://ads.atmosphere.copernicus.eu/api/v2/resources/cams-global-emission-inventories {"area": "-33.284979/-70.889282/-33.560064/-70.493774", "day": ["23", "25", "24", "17", "19", "16", "21", "26", "20", "15", "18", "27", "22"], "format": "zip", "month": "02", "source": "anthropogenic", "variable": "acids", "version": "latest", "year": "2021"}
2024-02-29 17:44:21,493 cdsapi                           [DEBUG   ] (tid=140253333770240) REPLY {'state': 'queued', 'request_id': '46da30f4-e0d0-468c-a28a-fe8c0b1b6fea', 'specific_metadata_json': {'top_request_origin': 'api'}}
2024-02-29 17:44:21,494 cdsapi                           [INFO    ] (tid=140253333770240) Request is queued
2024-02-29 17:44:21,495 cdsapi                           [DEBUG   ] (tid=140253333770240) Request ID is 46da30f4-e0d0-468c-a28a-fe8c0b1b6fea, sleep 1
2024-02-29 17:44:22,497 cdsapi                           [DEBUG   ] (tid=140253333770240) GET https://ads.atmosphere.copernicus.eu/api/v2/tasks/46da30f4-e0d0-468c-a28a-fe8c0b1b6fea
2024-02-29 17:44:22,632 cdsapi                           [DEBUG   ] (tid=140253333770240) REPLY {'state': 'failed', 'request_id': '46da30f4-e0d0-468c-a28a-fe8c0b1b6fea', 'error': {'message': 'the request you have submitted is not valid', 'url': 'http://copernicus-climate.eu/exc/constraints-bad-params', 'reason': "Value '2021' not valid for parameter 'year', valid values are: 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, ...", 'context': {'traceback': 'Traceback (most recent call last):\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume\n    result = handle_locally()\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>\n    lambda: self.handle_exception(context, e),\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 383, in handle_exception\n    raise exception\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume\n    result = handle_locally()\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>\n    lambda: self.handle_exception(context, e),\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 365, in handle_exception\n    raise exception\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume\n    result = handle_locally()\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>\n    lambda: self.handle_exception(context, e),\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 406, in handle_exception\n    raise exception\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume\n    result = handle_locally()\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>\n    lambda: self.handle_exception(context, e),\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 132, in handle_exception\n    raise exception\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume\n    result = handle_locally()\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>\n    lambda: self.handle_exception(context, e),\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 132, in handle_exception\n    raise exception\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume\n    result = handle_locally()\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>\n    lambda: self.handle_exception(context, e),\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 132, in handle_exception\n    raise exception\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume\n    result = handle_locally()\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>\n    lambda: self.handle_exception(context, e),\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 132, in handle_exception\n    raise exception\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume\n    result = handle_locally()\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 210, in <lambda>\n    lambda: self.handle_request(context, request_data),\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/constraintsprocessor.py", line 46, in handle_request\n    constraint_type_strict)\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/constraintsengines/constraintsengine.py", line 66, in run\n    self._check_request_validity(cdsinf, request_params, constraints, constraint_type_strict)\n  File "/opt/cds/cdsinf/python/lib/cdsinf/runner/constraintsengines/constraintsengine.py", line 162, in _check_request_validity\n    "http://copernicus-climate.eu/exc/constraints-bad-params")\ncdsinf.exceptions.BadRequestException: Value \'2021\' not valid for parameter \'year\', valid values are: 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, ...\n'}, 'permanent': True, 'who': 'client'}, 'sent_to_rmq_at': '2024-02-29T16:44:21.365Z', 'specific_metadata_json': {'top_request_origin': 'api'}}
2024-02-29 17:44:22,634 cdsapi                           [INFO    ] (tid=140253333770240) Request is failed
2024-02-29 17:44:22,635 cdsapi                           [ERROR   ] (tid=140253333770240) Message: the request you have submitted is not valid
2024-02-29 17:44:22,636 cdsapi                           [ERROR   ] (tid=140253333770240) Reason:  Value '2021' not valid for parameter 'year', valid values are: 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, ...
2024-02-29 17:44:22,638 cdsapi                           [ERROR   ] (tid=140253333770240)   Traceback (most recent call last):
2024-02-29 17:44:22,638 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume
2024-02-29 17:44:22,639 cdsapi                           [ERROR   ] (tid=140253333770240)       result = handle_locally()
2024-02-29 17:44:22,640 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>
2024-02-29 17:44:22,641 cdsapi                           [ERROR   ] (tid=140253333770240)       lambda: self.handle_exception(context, e),
2024-02-29 17:44:22,642 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 383, in handle_exception
2024-02-29 17:44:22,642 cdsapi                           [ERROR   ] (tid=140253333770240)       raise exception
2024-02-29 17:44:22,643 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume
2024-02-29 17:44:22,644 cdsapi                           [ERROR   ] (tid=140253333770240)       result = handle_locally()
2024-02-29 17:44:22,644 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>
2024-02-29 17:44:22,645 cdsapi                           [ERROR   ] (tid=140253333770240)       lambda: self.handle_exception(context, e),
2024-02-29 17:44:22,645 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 365, in handle_exception
2024-02-29 17:44:22,645 cdsapi                           [ERROR   ] (tid=140253333770240)       raise exception
2024-02-29 17:44:22,646 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume
2024-02-29 17:44:22,646 cdsapi                           [ERROR   ] (tid=140253333770240)       result = handle_locally()
2024-02-29 17:44:22,646 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>
2024-02-29 17:44:22,646 cdsapi                           [ERROR   ] (tid=140253333770240)       lambda: self.handle_exception(context, e),
2024-02-29 17:44:22,647 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 406, in handle_exception
2024-02-29 17:44:22,647 cdsapi                           [ERROR   ] (tid=140253333770240)       raise exception
2024-02-29 17:44:22,647 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume
2024-02-29 17:44:22,647 cdsapi                           [ERROR   ] (tid=140253333770240)       result = handle_locally()
2024-02-29 17:44:22,647 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>
2024-02-29 17:44:22,648 cdsapi                           [ERROR   ] (tid=140253333770240)       lambda: self.handle_exception(context, e),
2024-02-29 17:44:22,648 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 132, in handle_exception
2024-02-29 17:44:22,648 cdsapi                           [ERROR   ] (tid=140253333770240)       raise exception
2024-02-29 17:44:22,648 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume
2024-02-29 17:44:22,648 cdsapi                           [ERROR   ] (tid=140253333770240)       result = handle_locally()
2024-02-29 17:44:22,649 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>
2024-02-29 17:44:22,649 cdsapi                           [ERROR   ] (tid=140253333770240)       lambda: self.handle_exception(context, e),
2024-02-29 17:44:22,649 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 132, in handle_exception
2024-02-29 17:44:22,649 cdsapi                           [ERROR   ] (tid=140253333770240)       raise exception
2024-02-29 17:44:22,649 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume
2024-02-29 17:44:22,649 cdsapi                           [ERROR   ] (tid=140253333770240)       result = handle_locally()
2024-02-29 17:44:22,650 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>
2024-02-29 17:44:22,650 cdsapi                           [ERROR   ] (tid=140253333770240)       lambda: self.handle_exception(context, e),
2024-02-29 17:44:22,650 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 132, in handle_exception
2024-02-29 17:44:22,650 cdsapi                           [ERROR   ] (tid=140253333770240)       raise exception
2024-02-29 17:44:22,650 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume
2024-02-29 17:44:22,651 cdsapi                           [ERROR   ] (tid=140253333770240)       result = handle_locally()
2024-02-29 17:44:22,651 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 252, in <lambda>
2024-02-29 17:44:22,651 cdsapi                           [ERROR   ] (tid=140253333770240)       lambda: self.handle_exception(context, e),
2024-02-29 17:44:22,652 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 132, in handle_exception
2024-02-29 17:44:22,652 cdsapi                           [ERROR   ] (tid=140253333770240)       raise exception
2024-02-29 17:44:22,652 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 163, in _consume
2024-02-29 17:44:22,653 cdsapi                           [ERROR   ] (tid=140253333770240)       result = handle_locally()
2024-02-29 17:44:22,653 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/dispatcher.py", line 210, in <lambda>
2024-02-29 17:44:22,654 cdsapi                           [ERROR   ] (tid=140253333770240)       lambda: self.handle_request(context, request_data),
2024-02-29 17:44:22,654 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/constraintsprocessor.py", line 46, in handle_request
2024-02-29 17:44:22,654 cdsapi                           [ERROR   ] (tid=140253333770240)       constraint_type_strict)
2024-02-29 17:44:22,654 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/constraintsengines/constraintsengine.py", line 66, in run
2024-02-29 17:44:22,660 cdsapi                           [ERROR   ] (tid=140253333770240)       self._check_request_validity(cdsinf, request_params, constraints, constraint_type_strict)
2024-02-29 17:44:22,660 cdsapi                           [ERROR   ] (tid=140253333770240)     File "/opt/cds/cdsinf/python/lib/cdsinf/runner/constraintsengines/constraintsengine.py", line 162, in _check_request_validity
2024-02-29 17:44:22,661 cdsapi                           [ERROR   ] (tid=140253333770240)       "http://copernicus-climate.eu/exc/constraints-bad-params")
2024-02-29 17:44:22,661 cdsapi                           [ERROR   ] (tid=140253333770240)   cdsinf.exceptions.BadRequestException: Value '2021' not valid for parameter 'year', valid values are: 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, ...
2024-02-29 17:44:22,662 eodag.apis.cds                   [ERROR   ] (tid=140253333770240) the request you have submitted is not valid. Value '2021' not valid for parameter 'year', valid values are: 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, ....
---------------------------------------------------------------------------
Exception                                 Traceback (most recent call last)
File ~/envs/coplac/lib/python3.10/site-packages/eodag/plugins/apis/cds.py:351, in CdsApi._prepare_download_link(self, product)
    350 client = self._get_cds_client(**auth_dict)
--> 351 result = client._api(
    352     "%s/resources/%s" % (client.url, dataset_name), download_request, "POST"
    353 )
    354 # update product download link through a new asset

File ~/envs/coplac/lib/python3.10/site-packages/cdsapi/api.py:519, in Client._api(self, url, request, method)
    518         self.error("  %s", n)
--> 519     raise Exception(
    520         "%s. %s."
    521         % (reply["error"].get("message"), reply["error"].get("reason"))
    522     )
    524 raise Exception("Unknown API state [%s]" % (reply["state"],))

Exception: the request you have submitted is not valid. Value '2021' not valid for parameter 'year', valid values are: 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, ....

During handling of the above exception, another exception occurred:

DownloadError                             Traceback (most recent call last)
Cell In[28], line 15
      6 search_results, total_count = dag.search(
      7     provider="cop_ads",
      8     productType="CAMS_GLOBAL_EMISSIONS",
   (...)
     11     end="2021-02-28",
     12 )
     14 product = search_results[0]
---> 15 product_path = product.download()

File ~/envs/coplac/lib/python3.10/site-packages/eodag/api/product/_product.py:365, in EOProduct.download(self, progress_callback, wait, timeout, **kwargs)
    359     self.location = urllib.parse.unquote(self.location)
    361 progress_callback, close_progress_callback = self._init_progress_bar(
    362     progress_callback
    363 )
--> 365 fs_path = self.downloader.download(
    366     self,
    367     auth=auth,
    368     progress_callback=progress_callback,
    369     wait=wait,
    370     timeout=timeout,
    371     **kwargs,
    372 )
    374 # close progress bar if needed
    375 if close_progress_callback:

File ~/envs/coplac/lib/python3.10/site-packages/eodag/plugins/apis/cds.py:386, in CdsApi.download(self, product, auth, progress_callback, wait, timeout, **kwargs)
    383         product.location = path_to_uri(fs_path)
    384     return fs_path
--> 386 self._prepare_download_link(product)
    388 try:
    389     return super(CdsApi, self).download(
    390         product,
    391         progress_callback=progress_callback,
    392         **kwargs,
    393     )

File ~/envs/coplac/lib/python3.10/site-packages/eodag/plugins/apis/cds.py:358, in CdsApi._prepare_download_link(self, product)
    356 except Exception as e:
    357     logger.error(e)
--> 358     raise DownloadError(e)

DownloadError: the request you have submitted is not valid. Value '2021' not valid for parameter 'year', valid values are: 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, ....

Environment:

  • Python version: Python 3.10.12
  • EODAG version: eodag (Earth Observation Data Access Gateway): version 2.12.0
  • eodag-cube 0.4.0
@InigoReizabal InigoReizabal added the bug Something isn't working label Feb 29, 2024
@sbrunato sbrunato transferred this issue from CS-SI/eodag-cube Mar 1, 2024
@sbrunato
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sbrunato commented Mar 1, 2024

Hello @InigoReizabal , this provider does not provide a search API, so in eodag we use the search method to build a ready-to-download EO Product. See CDS API tuturial or CdsApi plugin developer documentation.
However, now that queryables using provider's constraints are implemented, we can plan to add a check during the search step. A feature request is already implemented for that: #942

@InigoReizabal
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Thanks for the answer. In that case why data before 2020 can be downloaded?

@sbrunato
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sbrunato commented Mar 5, 2024

Thanks for the answer. In that case why data before 2020 can be downloaded?

This limitation comes from the the provider itself, see https://ads.atmosphere.copernicus.eu/cdsapp#!/dataset/cams-global-emission-inventories?tab=form

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