Datasets:

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UNEP-IMEO

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MARS-Hyperspectral

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International Methane Emissions Observatory 11

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 5 new columns ({'window_row_off', 'window_rotation', 'window_height', 'window_width', 'window_col_off'})

This happened while the csv dataset builder was generating data using

hf://datasets/UNEP-IMEO/MARS-Hyperspectral/EMIT/train_t_v4a_mini10_tiled_withsavedrotations_128_64.csv (at revision 74b3d3132d135fee1761df1dadb7d662a4b5245b), ['hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EMIT/train_t_v4a.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EMIT/train_t_v4a_mini10.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EMIT/train_t_v4a_mini10_tiled_withsavedrotations_128_64.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EMIT/train_t_v4a_tiled_withsavedrotations_128_64.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EnMAP/train_s_v4a.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EnMAP/train_s_v4a_tiled_withsavedrotations_128_64.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/PRISMA/train_s_v4a.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/PRISMA/train_s_v4a_tiled_withsavedrotations_128_64.csv']

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              id: string
              wind_u: double
              wind_v: double
              wind_speed: double
              percentage_clear: double
              tile: string
              isplume: bool
              ch4_fluxrate: double
              ch4_fluxrate_std: double
              satellite: string
              tile_date: string
              location_name: string
              sector: string
              country: string
              folder_name: string
              window_row_off: int64
              window_col_off: int64
              window_width: int64
              window_height: int64
              window_rotation: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2650
              to
              {'id': Value('string'), 'wind_u': Value('float64'), 'wind_v': Value('float64'), 'wind_speed': Value('float64'), 'percentage_clear': Value('float64'), 'tile': Value('string'), 'isplume': Value('bool'), 'ch4_fluxrate': Value('float64'), 'ch4_fluxrate_std': Value('float64'), 'satellite': Value('string'), 'tile_date': Value('string'), 'location_name': Value('string'), 'sector': Value('string'), 'country': Value('string'), 'folder_name': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1342, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 5 new columns ({'window_row_off', 'window_rotation', 'window_height', 'window_width', 'window_col_off'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/UNEP-IMEO/MARS-Hyperspectral/EMIT/train_t_v4a_mini10_tiled_withsavedrotations_128_64.csv (at revision 74b3d3132d135fee1761df1dadb7d662a4b5245b), ['hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EMIT/train_t_v4a.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EMIT/train_t_v4a_mini10.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EMIT/train_t_v4a_mini10_tiled_withsavedrotations_128_64.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EMIT/train_t_v4a_tiled_withsavedrotations_128_64.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EnMAP/train_s_v4a.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/EnMAP/train_s_v4a_tiled_withsavedrotations_128_64.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/PRISMA/train_s_v4a.csv', 'hf://datasets/UNEP-IMEO/MARS-Hyperspectral@74b3d3132d135fee1761df1dadb7d662a4b5245b/PRISMA/train_s_v4a_tiled_withsavedrotations_128_64.csv']
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)