Datasets:

ttxy

/

tabular

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 1 missing columns ({'failure'})

This happened while the csv dataset builder was generating data using

hf://datasets/ttxy/tabular/test.csv (at revision 7a5acc07f9db8c57080a713c40a3e24484d865c0)

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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              id: int64
              product_code: string
              loading: double
              attribute_0: string
              attribute_1: string
              attribute_2: int64
              attribute_3: int64
              measurement_0: int64
              measurement_1: int64
              measurement_2: int64
              measurement_3: double
              measurement_4: double
              measurement_5: double
              measurement_6: double
              measurement_7: double
              measurement_8: double
              measurement_9: double
              measurement_10: double
              measurement_11: double
              measurement_12: double
              measurement_13: double
              measurement_14: double
              measurement_15: double
              measurement_16: double
              measurement_17: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3375
              to
              {'id': Value(dtype='int64', id=None), 'product_code': Value(dtype='string', id=None), 'loading': Value(dtype='float64', id=None), 'attribute_0': Value(dtype='string', id=None), 'attribute_1': Value(dtype='string', id=None), 'attribute_2': Value(dtype='int64', id=None), 'attribute_3': Value(dtype='int64', id=None), 'measurement_0': Value(dtype='int64', id=None), 'measurement_1': Value(dtype='int64', id=None), 'measurement_2': Value(dtype='int64', id=None), 'measurement_3': Value(dtype='float64', id=None), 'measurement_4': Value(dtype='float64', id=None), 'measurement_5': Value(dtype='float64', id=None), 'measurement_6': Value(dtype='float64', id=None), 'measurement_7': Value(dtype='float64', id=None), 'measurement_8': Value(dtype='float64', id=None), 'measurement_9': Value(dtype='float64', id=None), 'measurement_10': Value(dtype='float64', id=None), 'measurement_11': Value(dtype='float64', id=None), 'measurement_12': Value(dtype='float64', id=None), 'measurement_13': Value(dtype='float64', id=None), 'measurement_14': Value(dtype='float64', id=None), 'measurement_15': Value(dtype='float64', id=None), 'measurement_16': Value(dtype='float64', id=None), 'measurement_17': Value(dtype='float64', id=None), 'failure': Value(dtype='int64', id=None)}
              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 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, 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 1 missing columns ({'failure'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/ttxy/tabular/test.csv (at revision 7a5acc07f9db8c57080a713c40a3e24484d865c0)
              
              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)