Datasets:
omkar334
/
TS_datasets

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The dataset generation failed because of a cast error
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 53 new columns ({'Unnamed: 30', 'Unnamed: 38', 'P3', 'Unnamed: 50', 'Unnamed: 24', 'Unnamed: 34', 'P4', 'Unnamed: 12', 'Unnamed: 31', 'Unnamed: 27', 'Unnamed: 19', 'Unnamed: 39', 'Unnamed: 47', 'Unnamed: 7', 'Unnamed: 8', 'Unnamed: 18', 'P6', 'Unnamed: 3', 'Unnamed: 10', 'Unnamed: 11', 'Unnamed: 0', 'Unnamed: 16', 'Unnamed: 46', 'Unnamed: 5', 'Unnamed: 29', 'Unnamed: 2', 'Unnamed: 36', 'Unnamed: 40', 'Unnamed: 44', 'P5', 'Unnamed: 41', 'Unnamed: 20', 'P1', 'Unnamed: 4', 'P2', 'Unnamed: 28', 'Unnamed: 33', 'Unnamed: 25', 'Unnamed: 45', 'Unnamed: 51', 'Unnamed: 22', 'Unnamed: 9', 'Unnamed: 42', 'Unnamed: 21', 'Unnamed: 23', 'Unnamed: 49', 'Unnamed: 43', 'Unnamed: 15', 'Unnamed: 37', 'Unnamed: 14', 'Unnamed: 32', 'Unnamed: 13', 'Unnamed: 52'}) and 26 missing columns ({'feature_21', 'feature_18', 'feature_1', 'feature_24', 'feature_14', 'feature_13', 'feature_0', 'feature_8', 'feature_20', 'feature_23', 'feature_2', 'feature_5', 'timestamp_(min)', 'feature_12', 'feature_11', 'feature_17', 'feature_15', 'feature_4', 'feature_7', 'feature_6', 'feature_16', 'feature_3', 'feature_9', 'feature_10', 'feature_22', 'feature_19'}).

This happened while the csv dataset builder was generating data using

hf://datasets/omkar334/TS_datasets/SWaT/swat_train.csv (at revision fdae61f30d318e859f56224aba0980f3483906df)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Unnamed: 0: string
              P1: string
              Unnamed: 2: string
              Unnamed: 3: string
              Unnamed: 4: string
              Unnamed: 5: string
              P2: string
              Unnamed: 7: string
              Unnamed: 8: string
              Unnamed: 9: string
              Unnamed: 10: string
              Unnamed: 11: string
              Unnamed: 12: string
              Unnamed: 13: string
              Unnamed: 14: string
              Unnamed: 15: string
              Unnamed: 16: string
              P3: string
              Unnamed: 18: string
              Unnamed: 19: string
              Unnamed: 20: string
              Unnamed: 21: string
              Unnamed: 22: string
              Unnamed: 23: string
              Unnamed: 24: string
              Unnamed: 25: string
              P4: string
              Unnamed: 27: string
              Unnamed: 28: string
              Unnamed: 29: string
              Unnamed: 30: string
              Unnamed: 31: string
              Unnamed: 32: string
              Unnamed: 33: string
              Unnamed: 34: string
              P5: string
              Unnamed: 36: string
              Unnamed: 37: string
              Unnamed: 38: string
              Unnamed: 39: string
              Unnamed: 40: string
              Unnamed: 41: string
              Unnamed: 42: string
              Unnamed: 43: string
              Unnamed: 44: string
              Unnamed: 45: string
              Unnamed: 46: string
              Unnamed: 47: string
              P6: string
              Unnamed: 49: string
              Unnamed: 50: string
              Unnamed: 51: string
              Unnamed: 52: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 6605
              to
              {'timestamp_(min)': Value('float64'), 'feature_0': Value('float64'), 'feature_1': Value('float64'), 'feature_2': Value('float64'), 'feature_3': Value('float64'), 'feature_4': Value('float64'), 'feature_5': Value('float64'), 'feature_6': Value('float64'), 'feature_7': Value('float64'), 'feature_8': Value('float64'), 'feature_9': Value('float64'), 'feature_10': Value('float64'), 'feature_11': Value('float64'), 'feature_12': Value('float64'), 'feature_13': Value('float64'), 'feature_14': Value('float64'), 'feature_15': Value('float64'), 'feature_16': Value('float64'), 'feature_17': Value('float64'), 'feature_18': Value('float64'), 'feature_19': Value('float64'), 'feature_20': Value('float64'), 'feature_21': Value('float64'), 'feature_22': Value('float64'), 'feature_23': Value('float64'), 'feature_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 1456, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 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 53 new columns ({'Unnamed: 30', 'Unnamed: 38', 'P3', 'Unnamed: 50', 'Unnamed: 24', 'Unnamed: 34', 'P4', 'Unnamed: 12', 'Unnamed: 31', 'Unnamed: 27', 'Unnamed: 19', 'Unnamed: 39', 'Unnamed: 47', 'Unnamed: 7', 'Unnamed: 8', 'Unnamed: 18', 'P6', 'Unnamed: 3', 'Unnamed: 10', 'Unnamed: 11', 'Unnamed: 0', 'Unnamed: 16', 'Unnamed: 46', 'Unnamed: 5', 'Unnamed: 29', 'Unnamed: 2', 'Unnamed: 36', 'Unnamed: 40', 'Unnamed: 44', 'P5', 'Unnamed: 41', 'Unnamed: 20', 'P1', 'Unnamed: 4', 'P2', 'Unnamed: 28', 'Unnamed: 33', 'Unnamed: 25', 'Unnamed: 45', 'Unnamed: 51', 'Unnamed: 22', 'Unnamed: 9', 'Unnamed: 42', 'Unnamed: 21', 'Unnamed: 23', 'Unnamed: 49', 'Unnamed: 43', 'Unnamed: 15', 'Unnamed: 37', 'Unnamed: 14', 'Unnamed: 32', 'Unnamed: 13', 'Unnamed: 52'}) and 26 missing columns ({'feature_21', 'feature_18', 'feature_1', 'feature_24', 'feature_14', 'feature_13', 'feature_0', 'feature_8', 'feature_20', 'feature_23', 'feature_2', 'feature_5', 'timestamp_(min)', 'feature_12', 'feature_11', 'feature_17', 'feature_15', 'feature_4', 'feature_7', 'feature_6', 'feature_16', 'feature_3', 'feature_9', 'feature_10', 'feature_22', 'feature_19'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/omkar334/TS_datasets/SWaT/swat_train.csv (at revision fdae61f30d318e859f56224aba0980f3483906df)
              
              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)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

timestamp_(min)
float64
feature_0
float64
feature_1
float64
feature_2
float64
feature_3
float64
feature_4
float64
feature_5
float64
feature_6
float64
feature_7
float64
feature_8
float64
feature_9
float64
feature_10
float64
feature_11
float64
feature_12
float64
feature_13
float64
feature_14
float64
feature_15
float64
feature_16
float64
feature_17
float64
feature_18
float64
feature_19
float64
feature_20
float64
feature_21
float64
feature_22
float64
feature_23
float64
feature_24
float64
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