Datasets:

---

UPNAdrone

/

WindTunnel

like 0

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 24 new columns ({'Velocidad 16', 'Velocidad 1', 'Velocidad 5', 'Velocidad 9', 'Velocidad 4', 'Velocidad 10', 'Velocidad 21', 'Velocidad 12', 'Velocidad 24', 'Velocidad 2', 'Velocidad 7', 'Velocidad 11', 'Velocidad 23', 'Velocidad 13', 'Velocidad 3', 'Velocidad 6', 'Velocidad 15', 'Velocidad 19', 'Velocidad 17', 'Velocidad 22', 'Velocidad 18', 'Velocidad 20', 'Velocidad 8', 'Velocidad 14'}) and 24 missing columns ({'Sensor 7', 'Sensor 12', 'Sensor 20', 'Sensor 11', 'Sensor 17', 'Sensor 4', 'Sensor 24', 'Sensor 1', 'Sensor 3', 'Sensor 6', 'Sensor 9', 'Sensor 8', 'Sensor 15', 'Sensor 18', 'Sensor 19', 'Sensor 5', 'Sensor 2', 'Sensor 13', 'Sensor 22', 'Sensor 23', 'Sensor 14', 'Sensor 16', 'Sensor 21', 'Sensor 10'}).

This happened while the csv dataset builder was generating data using

hf://datasets/UPNAdrone/WindTunnel/DatasetV2_velocities.csv (at revision e9b35064bda6d15ed9a0dd3229fd34612fbd4c94)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
              Distancia (cm): double
              Ventilador 1: double
              Ventilador 2: double
              Ventilador 3: double
              Ventilador 4: double
              Ventilador 5: double
              Ventilador 6: double
              Ventilador 7: double
              Ventilador 8: double
              Ventilador 9: double
              Ventilador 10: double
              Ventilador 11: double
              Ventilador 12: double
              Ventilador 13: double
              Ventilador 14: double
              Ventilador 15: double
              Ventilador 16: double
              Ventilador 17: double
              Ventilador 18: double
              Ventilador 19: double
              Ventilador 20: double
              Ventilador 21: double
              Ventilador 22: double
              Ventilador 23: double
              Ventilador 24: double
              Velocidad 1: double
              Velocidad 2: double
              Velocidad 3: double
              Velocidad 4: double
              Velocidad 5: double
              Velocidad 6: double
              Velocidad 7: double
              Velocidad 8: double
              Velocidad 9: double
              Velocidad 10: double
              Velocidad 11: double
              Velocidad 12: double
              Velocidad 13: double
              Velocidad 14: double
              Velocidad 15: double
              Velocidad 16: double
              Velocidad 17: double
              Velocidad 18: double
              Velocidad 19: double
              Velocidad 20: double
              Velocidad 21: double
              Velocidad 22: double
              Velocidad 23: double
              Velocidad 24: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 6404
              to
              {'Distancia (cm)': Value('float64'), 'Ventilador 1': Value('float64'), 'Ventilador 2': Value('float64'), 'Ventilador 3': Value('float64'), 'Ventilador 4': Value('float64'), 'Ventilador 5': Value('float64'), 'Ventilador 6': Value('float64'), 'Ventilador 7': Value('float64'), 'Ventilador 8': Value('float64'), 'Ventilador 9': Value('float64'), 'Ventilador 10': Value('float64'), 'Ventilador 11': Value('float64'), 'Ventilador 12': Value('float64'), 'Ventilador 13': Value('float64'), 'Ventilador 14': Value('float64'), 'Ventilador 15': Value('float64'), 'Ventilador 16': Value('float64'), 'Ventilador 17': Value('float64'), 'Ventilador 18': Value('float64'), 'Ventilador 19': Value('float64'), 'Ventilador 20': Value('float64'), 'Ventilador 21': Value('float64'), 'Ventilador 22': Value('float64'), 'Ventilador 23': Value('float64'), 'Ventilador 24': Value('float64'), 'Sensor 1': Value('float64'), 'Sensor 2': Value('float64'), 'Sensor 3': Value('float64'), 'Sensor 4': Value('float64'), 'Sensor 5': Value('float64'), 'Sensor 6': Value('float64'), 'Sensor 7': Value('float64'), 'Sensor 8': Value('float64'), 'Sensor 9': Value('float64'), 'Sensor 10': Value('float64'), 'Sensor 11': Value('float64'), 'Sensor 12': Value('float64'), 'Sensor 13': Value('float64'), 'Sensor 14': Value('float64'), 'Sensor 15': Value('float64'), 'Sensor 16': Value('float64'), 'Sensor 17': Value('float64'), 'Sensor 18': Value('float64'), 'Sensor 19': Value('float64'), 'Sensor 20': Value('float64'), 'Sensor 21': Value('float64'), 'Sensor 22': Value('float64'), 'Sensor 23': Value('float64'), 'Sensor 24': Value('float64')}
              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 1455, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1054, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 24 new columns ({'Velocidad 16', 'Velocidad 1', 'Velocidad 5', 'Velocidad 9', 'Velocidad 4', 'Velocidad 10', 'Velocidad 21', 'Velocidad 12', 'Velocidad 24', 'Velocidad 2', 'Velocidad 7', 'Velocidad 11', 'Velocidad 23', 'Velocidad 13', 'Velocidad 3', 'Velocidad 6', 'Velocidad 15', 'Velocidad 19', 'Velocidad 17', 'Velocidad 22', 'Velocidad 18', 'Velocidad 20', 'Velocidad 8', 'Velocidad 14'}) and 24 missing columns ({'Sensor 7', 'Sensor 12', 'Sensor 20', 'Sensor 11', 'Sensor 17', 'Sensor 4', 'Sensor 24', 'Sensor 1', 'Sensor 3', 'Sensor 6', 'Sensor 9', 'Sensor 8', 'Sensor 15', 'Sensor 18', 'Sensor 19', 'Sensor 5', 'Sensor 2', 'Sensor 13', 'Sensor 22', 'Sensor 23', 'Sensor 14', 'Sensor 16', 'Sensor 21', 'Sensor 10'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/UPNAdrone/WindTunnel/DatasetV2_velocities.csv (at revision e9b35064bda6d15ed9a0dd3229fd34612fbd4c94)
              
              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)