Cannot list queryables for a product type

[amarandon]

Given this following code:

from eodag import EODataAccessGateway

dag = EODataAccessGateway()

product_types = dag.list_product_types("cop_ads") + dag.list_product_types("cop_cds")

for product_type in product_types:
    product_type_id = product_type["ID"]
    try:
        dag.list_queryables(productType=product_type_id)
    except Exception as exc:
        print(f"Error when calling list_queryables with {product_type_id}: {exc}")
    else:
        print(f"Was able to call list_queryables with product type {product_type_id}")

We get this result:

astraea_eod skipped: could not be loaded from user configuration
Error when calling list_queryables with CAMS_EAC4: format in not a queryable parameter
Error when calling list_queryables with CAMS_EAC4_MONTHLY: Request timeout (5s) for URL https://ads.atmosphere.copernicus.eu/api/catalogue/v1/collections/cams-global-reanalysis-eac4-monthly/form.json
Error when calling list_queryables with CAMS_EU_AIR_QUALITY_FORECAST: ecmwf:date=['2021-11-22/2021-11-23'] is not available with ecmwf:variable=ammonia, ecmwf:model=ensemble, ecmwf:level=0. Allowed values are 20
23-01-25, 2021-12-08/2022-01-12, 2023-11-28/2023-12-01, 2022-03-23, 2022-02-24, 2024-01-18, 2022-11-21, 2023-03-06/2023-03-07, 2022-01-14/2022-01-20, 2024-11-29/2024-12-02, 2022-11-10, 2023-10-07/2023-10-20, 202
3-01-20/2023-01-31, 2024-11-29/2024-12-01, 2023-06-14, 2024-08-11, 2023-04-05, 2022-03-02, 2024-04-22/2024-10-27, 2023-07-19, 2023-11-23/2023-11-29, 2022-12-09, 2024-01-19/2024-08-10, 2024-04-09/2024-04-11, 2023
-06-17/2023-07-10, 2022-05-16/2022-06-14, 2024-04-21, 2023-06-09, 2022-05-15, 2023-11-10, 2023-10-26/2023-10-29, 2022-11-02, 2023-06-12, 2024-12-03/2024-12-13, 2023-11-27, 2023-10-06, 2023-02-06, 2023-07-11, 202
2-10-26, 2023-03-03, 2023-02-01/2023-02-18, 2023-04-14/2023-06-08, 2022-12-15/2022-12-21, 2023-12-01/2024-01-17, 2023-02-19, 2023-01-26/2023-02-05, 2022-11-03/2022-11-10, 2023-02-07/2023-04-04, 2023-09-29, 2023-
10-21, 2023-03-04/2023-03-05, 2023-06-10/2023-06-11, 2023-07-14, 2022-02-25/2022-03-21, 2022-11-13/2022-11-21, 2022-06-15/2022-10-26, 2023-11-20/2023-11-21, 2023-03-08/2023-03-25, 2022-03-23/2022-05-22, 2023-10-
23/2023-10-25, 2022-12-21/2023-01-19, 2022-11-07/2022-11-09, 2023-07-14/2023-07-18, 2023-01-21, 2022-12-20, 2023-07-20/2023-08-14, 2023-07-15, 2023-10-22/2023-11-16, 2022-11-22/2022-11-30, 2022-12-24/2023-01-20,
 2023-02-20/2023-03-02, 2023-04-12/2023-04-13, 2023-11-04/2023-11-09, 2023-01-22/2023-01-24, 2023-11-03, 2022-08-18/2022-08-21, 2024-11-18/2024-11-28, 2023-08-16/2023-10-22, 2022-12-06/2022-12-13, 2022-01-21, 20
22-12-22/2022-12-23, 2023-03-27/2023-04-11, 2022-11-02/2022-11-05, 2023-12-02, 2022-11-06, 2022-02-23/2022-03-01, 2024-08-12/2024-11-12, 2023-10-30, 2022-01-22/2022-02-23, 2023-09-30/2023-10-05, 2023-11-18/2023-
11-20, 2022-10-27, 2023-04-06/2023-06-13, 2023-12-03/2024-04-08, 2023-09-02/2023-09-20, 2023-06-16, 2022-03-03/2022-03-22, 2023-07-13, 2022-11-11/2022-11-12, 2022-12-14, 2023-07-12, 2023-10-31/2023-11-02, 2023-1
1-22/2023-11-26, 2024-04-12/2024-04-20, 2022-01-13, 2023-06-15/2023-07-13, 2023-11-11/2023-11-19, 2022-10-28/2022-11-01, 2022-05-24/2022-06-13, 2022-12-10/2022-12-19, 2024-10-29/2024-11-28, 2023-06-13/2023-06-15
, 2023-03-26, 2023-07-16/2023-08-31, 2022-12-01/2022-12-05, 2022-06-14/2022-08-17, 2022-03-24/2022-05-14, 2023-11-21, 2022-05-23, 2023-08-15, 2024-12-02/2024-12-11, 2021-12-08/2022-02-21, 2022-10-27/2022-10-31, 
2023-11-22, 2022-11-01, 2022-02-22, 2023-09-21, 2024-10-28, 2022-11-22/2022-12-08, 2022-11-11/2022-11-20, 2023-11-17, 2023-09-22/2023-09-28, 2023-09-01, 2022-08-22/2022-10-25, 2022-03-22, 2023-11-30, 2024-11-13/
2024-11-17.                                         
Error when calling list_queryables with CAMS_EU_AIR_QUALITY_RE: type in not a queryable parameter
Error when calling list_queryables with CAMS_GAC_FORECAST: type in not a queryable parameter
Error when calling list_queryables with CAMS_GFE_GFAS: format in not a queryable parameter
Error when calling list_queryables with CAMS_GLOBAL_EMISSIONS: version in not a queryable parameter
Error when calling list_queryables with CAMS_GREENHOUSE_EGG4: Request timeout (5s) for URL https://ads.atmosphere.copernicus.eu/api/catalogue/v1/collections/cams-global-ghg-reanalysis-egg4/constraints.json
Error when calling list_queryables with CAMS_GREENHOUSE_EGG4_MONTHLY: Request timeout (5s) for URL https://ads.atmosphere.copernicus.eu/api/catalogue/v1/collections/cams-global-ghg-reanalysis-egg4-monthly/constr
aints.json                                          
Error when calling list_queryables with CAMS_GREENHOUSE_INVERSION: Request timeout (5s) for URL https://ads.atmosphere.copernicus.eu/api/catalogue/v1/collections/cams-global-greenhouse-gas-inversion/constraints.
json                                                
Error when calling list_queryables with CAMS_GRF: format in not a queryable parameter
Error when calling list_queryables with CAMS_GRF_AUX: band in not a queryable parameter
Error when calling list_queryables with CAMS_SOLAR_RADIATION: sky_type in not a queryable parameter
Error when calling list_queryables with AG_ERA5: variable in not a queryable parameter
Error when calling list_queryables with ERA5_LAND: variable in not a queryable parameter
Error when calling list_queryables with ERA5_LAND_MONTHLY: providerProductType in not a queryable parameter
Error when calling list_queryables with ERA5_PL: providerProductType in not a queryable parameter
Error when calling list_queryables with ERA5_PL_MONTHLY: Request timeout (5s) for URL https://cds.climate.copernicus.eu/api/catalogue/v1/collections/reanalysis-era5-pressure-levels-monthly-means/constraints.json
Error when calling list_queryables with ERA5_SL: Request timeout (5s) for URL https://cds.climate.copernicus.eu/api/catalogue/v1/collections/reanalysis-era5-single-levels/form.json
Error when calling list_queryables with ERA5_SL_MONTHLY: providerProductType in not a queryable parameter 
Error when calling list_queryables with GLACIERS_DIST_RANDOLPH: variable in not a queryable parameter
Error when calling list_queryables with GRIDDED_GLACIERS_MASS_CHANGE: variable in not a queryable parameter
Error when calling list_queryables with SATELLITE_CARBON_DIOXIDE: processingLevel in not a queryable parameter
Error when calling list_queryables with SATELLITE_FIRE_BURNED_AREA: origin in not a queryable parameter
Error when calling list_queryables with SATELLITE_METHANE: processingLevel in not a queryable parameter
Error when calling list_queryables with SATELLITE_SEA_ICE_CONCENTRATION: cdr_type in not a queryable parameter
Error when calling list_queryables with SATELLITE_SEA_ICE_EDGE_TYPE: ecwmf:region in not a queryable parameter
Error when calling list_queryables with SATELLITE_SEA_ICE_THICKNESS: Request timeout (5s) for URL https://cds.climate.copernicus.eu/api/catalogue/v1/collections/satellite-sea-ice-thickness/form.json
Error when calling list_queryables with SATELLITE_SEA_LEVEL_GLOBAL: variable in not a queryable parameter 
Error when calling list_queryables with SEASONAL_MONTHLY_PL: variable in not a queryable parameter
Error when calling list_queryables with SEASONAL_MONTHLY_SL: Request timeout (5s) for URL https://cds.climate.copernicus.eu/api/catalogue/v1/collections/seasonal-monthly-single-levels/form.json
Error when calling list_queryables with SEASONAL_ORIGINAL_PL: variable in not a queryable parameter
Error when calling list_queryables with SEASONAL_ORIGINAL_SL: variable in not a queryable parameter
Error when calling list_queryables with SEASONAL_POSTPROCESSED_PL: Request timeout (5s) for URL https://cds.climate.copernicus.eu/api/catalogue/v1/collections/seasonal-postprocessed-pressure-levels/form.json
Error when calling list_queryables with SEASONAL_POSTPROCESSED_SL: providerProductType in not a queryable parameter
Error when calling list_queryables with SIS_HYDRO_MET_PROJ: Request timeout (5s) for URL https://cds.climate.copernicus.eu/api/catalogue/v1/collections/sis-hydrology-meteorology-derived-projections/constraints.j
son                                                 
Error when calling list_queryables with UERRA_EUROPE_SL: variable in not a queryable parameter

If I increase eodag.utils.HTTP_REQ_TIMEOUT to 15 seconds:

astraea_eod skipped: could not be loaded from user configuration                                                                                                                                                   
Error when calling list_queryables with CAMS_EAC4: format in not a queryable parameter                                                                                                                             
Error when calling list_queryables with CAMS_EAC4_MONTHLY: format in not a queryable parameter                                                                                                                     
Error when calling list_queryables with CAMS_EU_AIR_QUALITY_FORECAST: ecmwf:date=['2021-11-22/2021-11-23'] is not available with ecmwf:variable=ammonia, ecmwf:model=ensemble, ecmwf:level=0. Allowed values are 20
22-10-26, 2023-10-07/2023-10-20, 2023-12-02, 2022-11-22/2022-11-30, 2022-11-06, 2023-02-20/2023-03-02, 2022-06-15/2022-10-26, 2023-04-06/2023-06-13, 2024-11-29/2024-12-01, 2023-03-06/2023-03-07, 2023-01-21, 2022
-12-10/2022-12-19, 2023-06-17/2023-07-10, 2023-07-16/2023-08-31, 2023-11-27, 2023-04-14/2023-06-08, 2023-11-04/2023-11-09, 2023-02-19, 2024-04-09/2024-04-11, 2022-03-02, 2022-05-16/2022-06-14, 2023-03-26, 2023-0
7-14/2023-07-18, 2024-08-11, 2022-01-21, 2023-11-22/2023-11-26, 2022-11-10, 2023-09-01, 2023-12-01/2024-01-17, 2023-11-10, 2022-02-24, 2022-03-23/2022-05-22, 2023-04-12/2023-04-13, 2023-07-11, 2023-09-29, 2022-1
2-22/2022-12-23, 2023-12-03/2024-04-08, 2022-05-15, 2022-12-20, 2022-03-23, 2023-11-11/2023-11-19, 2023-09-21, 2024-12-03/2024-12-13, 2024-04-12/2024-04-20, 2022-11-21, 2022-12-14, 2023-06-10/2023-06-11, 2022-11
-02, 2022-11-01, 2024-04-21, 2022-02-23/2022-03-01, 2022-11-02/2022-11-05, 2023-06-09, 2022-05-23, 2024-10-29/2024-11-28, 2023-07-12, 2023-01-26/2023-02-05, 2023-11-18/2023-11-20, 2024-11-18/2024-11-28, 2023-07-
19, 2023-10-23/2023-10-25, 2021-12-08/2022-01-12, 2023-03-04/2023-03-05, 2023-06-12, 2023-10-06, 2023-03-08/2023-03-25, 2023-06-13/2023-06-15, 2024-01-19/2024-08-10, 2024-01-18, 2023-10-21, 2022-11-11/2022-11-20
, 2022-03-22, 2024-11-29/2024-12-02, 2022-01-22/2022-02-23, 2022-08-22/2022-10-25, 2022-05-24/2022-06-13, 2023-09-30/2023-10-05, 2023-11-28/2023-12-01, 2023-07-13, 2024-11-13/2024-11-17, 2021-12-08/2022-02-21, 2
022-02-22, 2022-10-27, 2022-11-03/2022-11-10, 2023-10-31/2023-11-02, 2023-09-02/2023-09-20, 2023-03-03, 2022-01-14/2022-01-20, 2023-02-07/2023-04-04, 2022-11-13/2022-11-21, 2023-11-21, 2022-12-06/2022-12-13, 202
3-02-01/2023-02-18, 2022-08-18/2022-08-21, 2022-11-07/2022-11-09, 2023-08-16/2023-10-22, 2023-01-22/2023-01-24, 2023-01-20/2023-01-31, 2023-10-26/2023-10-29, 2022-10-28/2022-11-01, 2022-03-24/2022-05-14, 2022-02
-25/2022-03-21, 2022-06-14/2022-08-17, 2024-10-28, 2022-10-27/2022-10-31, 2022-12-24/2023-01-20, 2023-11-03, 2022-12-21/2023-01-19, 2023-09-22/2023-09-28, 2023-06-15/2023-07-13, 2022-03-03/2022-03-22, 2023-11-30
, 2022-12-01/2022-12-05, 2022-01-13, 2023-06-14, 2023-07-15, 2023-11-20/2023-11-21, 2023-10-22/2023-11-16, 2023-10-30, 2023-07-20/2023-08-14, 2023-04-05, 2024-12-02/2024-12-11, 2023-06-16, 2022-11-22/2022-12-08,
 2022-12-15/2022-12-21, 2023-11-23/2023-11-29, 2023-02-06, 2023-03-27/2023-04-11, 2024-08-12/2024-11-12, 2022-12-09, 2022-11-11/2022-11-12, 2024-04-22/2024-10-27, 2023-01-25, 2023-08-15, 2023-07-14, 2023-11-22, 
2023-11-17.                                                                                                                                                                                                        
Error when calling list_queryables with CAMS_EU_AIR_QUALITY_RE: type in not a queryable parameter                                                                                                                  
Error when calling list_queryables with CAMS_GAC_FORECAST: type in not a queryable parameter                                                                                                                       
Error when calling list_queryables with CAMS_GFE_GFAS: format in not a queryable parameter                                                                                                                         
Error when calling list_queryables with CAMS_GLOBAL_EMISSIONS: version in not a queryable parameter                                                                                                                
Error when calling list_queryables with CAMS_GREENHOUSE_EGG4: format in not a queryable parameter                                                                                                                  
Error when calling list_queryables with CAMS_GREENHOUSE_EGG4_MONTHLY: format in not a queryable parameter                                                                                                          
Error when calling list_queryables with CAMS_GREENHOUSE_INVERSION: version in not a queryable parameter                                                                                                            
Error when calling list_queryables with CAMS_GRF: format in not a queryable parameter                                                                                                                              
Error when calling list_queryables with CAMS_GRF_AUX: band in not a queryable parameter                                                                                                                            
Error when calling list_queryables with CAMS_SOLAR_RADIATION: sky_type in not a queryable parameter                                                                                                                
Error when calling list_queryables with AG_ERA5: variable in not a queryable parameter                                                                                                                             
Error when calling list_queryables with ERA5_LAND: variable in not a queryable parameter                                                                                                                           
Error when calling list_queryables with ERA5_LAND_MONTHLY: providerProductType in not a queryable parameter                                                                                                        
Error when calling list_queryables with ERA5_PL: providerProductType in not a queryable parameter                                                                                                                  
Error when calling list_queryables with ERA5_PL_MONTHLY: providerProductType in not a queryable parameter                                                                                                          
Error when calling list_queryables with ERA5_SL: providerProductType in not a queryable parameter                                                                                                                  
Error when calling list_queryables with ERA5_SL_MONTHLY: providerProductType in not a queryable parameter                                                                                                          
Error when calling list_queryables with GLACIERS_DIST_RANDOLPH: variable in not a queryable parameter                                                                                                              
Error when calling list_queryables with GRIDDED_GLACIERS_MASS_CHANGE: variable in not a queryable parameter                                                                                                        
Error when calling list_queryables with SATELLITE_CARBON_DIOXIDE: processingLevel in not a queryable parameter                                                                                                     
Error when calling list_queryables with SATELLITE_FIRE_BURNED_AREA: origin in not a queryable parameter                                                                                                            
Error when calling list_queryables with SATELLITE_METHANE: processingLevel in not a queryable parameter                                                                                                            
Error when calling list_queryables with SATELLITE_SEA_ICE_CONCENTRATION: cdr_type in not a queryable parameter                                                                                                     
Error when calling list_queryables with SATELLITE_SEA_ICE_EDGE_TYPE: ecwmf:region in not a queryable parameter                                                                                                     
Error when calling list_queryables with SATELLITE_SEA_ICE_THICKNESS: satellite in not a queryable parameter                                                                                                        
Error when calling list_queryables with SATELLITE_SEA_LEVEL_GLOBAL: variable in not a queryable parameter                                                                                                          
Error when calling list_queryables with SEASONAL_MONTHLY_PL: variable in not a queryable parameter                                                                                                                 
Error when calling list_queryables with SEASONAL_MONTHLY_SL: variable in not a queryable parameter                                                                                                                 
Error when calling list_queryables with SEASONAL_ORIGINAL_PL: variable in not a queryable parameter                                                                                                                
Error when calling list_queryables with SEASONAL_ORIGINAL_SL: variable in not a queryable parameter                                                                                                                
Error when calling list_queryables with SEASONAL_POSTPROCESSED_PL: providerProductType in not a queryable parameter                                                                                                
Error when calling list_queryables with SEASONAL_POSTPROCESSED_SL: providerProductType in not a queryable parameter                                                                                                
Was able to call list_queryables with product type SIS_HYDRO_MET_PROJ
Error when calling list_queryables with UERRA_EUROPE_SL: variable in not a queryable parameter

The method call was successful only for the product type SIS_HYDRO_MET_PROJ.