Datasets:

jskinner215

/

multi_kaggle_churn

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 20 new columns ({'Total night calls', 'Total day minutes', 'Total intl charge', 'Churn', 'State', 'Voice mail plan', 'Total day calls', 'Number vmail messages', 'Total eve minutes', 'Account length', 'Total intl minutes', 'Area code', 'International plan', 'Total night minutes', 'Total night charge', 'Total eve calls', 'Total intl calls', 'Customer service calls', 'Total eve charge', 'Total day charge'}) and 14 missing columns ({'Age', 'Surname', 'Exited', 'CreditScore', 'RowNumber', 'Gender', 'CustomerId', 'Tenure', 'HasCrCard', 'IsActiveMember', 'EstimatedSalary', 'Geography', 'NumOfProducts', 'Balance'}).

This happened while the csv dataset builder was generating data using

hf://datasets/jskinner215/multi_kaggle_churn/churn-bigml-20.csv (at revision 1342703e30dad09cef7bd3b1c1aaf7591348c2b2)

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
              State: string
              Account length: int64
              Area code: int64
              International plan: string
              Voice mail plan: string
              Number vmail messages: int64
              Total day minutes: double
              Total day calls: int64
              Total day charge: double
              Total eve minutes: double
              Total eve calls: int64
              Total eve charge: double
              Total night minutes: double
              Total night calls: int64
              Total night charge: double
              Total intl minutes: double
              Total intl calls: int64
              Total intl charge: double
              Customer service calls: int64
              Churn: bool
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2860
              to
              {'RowNumber': Value(dtype='int64', id=None), 'CustomerId': Value(dtype='int64', id=None), 'Surname': Value(dtype='string', id=None), 'CreditScore': Value(dtype='int64', id=None), 'Geography': Value(dtype='string', id=None), 'Gender': Value(dtype='string', id=None), 'Age': Value(dtype='int64', id=None), 'Tenure': Value(dtype='int64', id=None), 'Balance': Value(dtype='float64', id=None), 'NumOfProducts': Value(dtype='int64', id=None), 'HasCrCard': Value(dtype='int64', id=None), 'IsActiveMember': Value(dtype='int64', id=None), 'EstimatedSalary': Value(dtype='float64', id=None), 'Exited': 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 20 new columns ({'Total night calls', 'Total day minutes', 'Total intl charge', 'Churn', 'State', 'Voice mail plan', 'Total day calls', 'Number vmail messages', 'Total eve minutes', 'Account length', 'Total intl minutes', 'Area code', 'International plan', 'Total night minutes', 'Total night charge', 'Total eve calls', 'Total intl calls', 'Customer service calls', 'Total eve charge', 'Total day charge'}) and 14 missing columns ({'Age', 'Surname', 'Exited', 'CreditScore', 'RowNumber', 'Gender', 'CustomerId', 'Tenure', 'HasCrCard', 'IsActiveMember', 'EstimatedSalary', 'Geography', 'NumOfProducts', 'Balance'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/jskinner215/multi_kaggle_churn/churn-bigml-20.csv (at revision 1342703e30dad09cef7bd3b1c1aaf7591348c2b2)
              
              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)