Datasets:

---

Harsha1001

/

Machine-Failure-Prediction

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 8 new columns ({'Process temperature', 'Failure', 'Type', 'Tool wear', 'Air temperature', 'Torque', 'UDI', 'Rotational speed'}) and 12 missing columns ({'Geography', 'Surname', 'Exited', 'NumOfProducts', 'Balance', 'IsActiveMember', 'CustomerId', 'CreditScore', 'EstimatedSalary', 'Age', 'HasCrCard', 'Tenure'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Harsha1001/Machine-Failure-Prediction/machine-failure-prediction.csv (at revision 869dc8318bc66f935d757c5934f4d5d7039a4bfe)

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
              UDI: int64
              Type: string
              Air temperature: double
              Process temperature: double
              Rotational speed: int64
              Torque: double
              Tool wear: int64
              Failure: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1212
              to
              {'CustomerId': Value('int64'), 'Surname': Value('string'), 'CreditScore': Value('int64'), 'Geography': Value('string'), 'Age': Value('float64'), 'Tenure': Value('int64'), 'Balance': Value('float64'), 'NumOfProducts': Value('int64'), 'HasCrCard': Value('float64'), 'IsActiveMember': Value('float64'), 'EstimatedSalary': Value('float64'), 'Exited': Value('int64')}
              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 8 new columns ({'Process temperature', 'Failure', 'Type', 'Tool wear', 'Air temperature', 'Torque', 'UDI', 'Rotational speed'}) and 12 missing columns ({'Geography', 'Surname', 'Exited', 'NumOfProducts', 'Balance', 'IsActiveMember', 'CustomerId', 'CreditScore', 'EstimatedSalary', 'Age', 'HasCrCard', 'Tenure'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Harsha1001/Machine-Failure-Prediction/machine-failure-prediction.csv (at revision 869dc8318bc66f935d757c5934f4d5d7039a4bfe)
              
              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)