Datasets:

---

moushmim

/

tourism-package-pred-data

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 3 new columns ({'CustomerID', 'ProdTaken', 'Unnamed: 0'})

This happened while the csv dataset builder was generating data using

hf://datasets/moushmim/tourism-package-pred-data/tourism.csv (at revision 5ac0141d639140653d4adf402389d2412a4e753f), [/tmp/hf-datasets-cache/medium/datasets/56679553825333-config-parquet-and-info-moushmim-tourism-package--068f52b6/hub/datasets--moushmim--tourism-package-pred-data/snapshots/5ac0141d639140653d4adf402389d2412a4e753f/Xtest.csv (origin=hf://datasets/moushmim/tourism-package-pred-data@5ac0141d639140653d4adf402389d2412a4e753f/Xtest.csv), /tmp/hf-datasets-cache/medium/datasets/56679553825333-config-parquet-and-info-moushmim-tourism-package--068f52b6/hub/datasets--moushmim--tourism-package-pred-data/snapshots/5ac0141d639140653d4adf402389d2412a4e753f/Xtrain.csv (origin=hf://datasets/moushmim/tourism-package-pred-data@5ac0141d639140653d4adf402389d2412a4e753f/Xtrain.csv), /tmp/hf-datasets-cache/medium/datasets/56679553825333-config-parquet-and-info-moushmim-tourism-package--068f52b6/hub/datasets--moushmim--tourism-package-pred-data/snapshots/5ac0141d639140653d4adf402389d2412a4e753f/tourism.csv (origin=hf://datasets/moushmim/tourism-package-pred-data@5ac0141d639140653d4adf402389d2412a4e753f/tourism.csv), /tmp/hf-datasets-cache/medium/datasets/56679553825333-config-parquet-and-info-moushmim-tourism-package--068f52b6/hub/datasets--moushmim--tourism-package-pred-data/snapshots/5ac0141d639140653d4adf402389d2412a4e753f/ytest.csv (origin=hf://datasets/moushmim/tourism-package-pred-data@5ac0141d639140653d4adf402389d2412a4e753f/ytest.csv), /tmp/hf-datasets-cache/medium/datasets/56679553825333-config-parquet-and-info-moushmim-tourism-package--068f52b6/hub/datasets--moushmim--tourism-package-pred-data/snapshots/5ac0141d639140653d4adf402389d2412a4e753f/ytrain.csv (origin=hf://datasets/moushmim/tourism-package-pred-data@5ac0141d639140653d4adf402389d2412a4e753f/ytrain.csv)]

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 1887, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 674, 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
              Unnamed: 0: int64
              CustomerID: int64
              ProdTaken: int64
              Age: double
              TypeofContact: string
              CityTier: int64
              DurationOfPitch: double
              Occupation: string
              Gender: string
              NumberOfPersonVisiting: int64
              NumberOfFollowups: double
              ProductPitched: string
              PreferredPropertyStar: double
              MaritalStatus: string
              NumberOfTrips: double
              Passport: int64
              PitchSatisfactionScore: int64
              OwnCar: int64
              NumberOfChildrenVisiting: double
              Designation: string
              MonthlyIncome: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2881
              to
              {'Age': Value('float64'), 'TypeofContact': Value('string'), 'CityTier': Value('string'), 'DurationOfPitch': Value('float64'), 'Occupation': Value('string'), 'Gender': Value('string'), 'NumberOfPersonVisiting': Value('int64'), 'NumberOfFollowups': Value('float64'), 'ProductPitched': Value('string'), 'PreferredPropertyStar': Value('string'), 'MaritalStatus': Value('string'), 'NumberOfTrips': Value('float64'), 'Passport': Value('int64'), 'PitchSatisfactionScore': Value('int64'), 'OwnCar': Value('int64'), 'NumberOfChildrenVisiting': Value('float64'), 'Designation': Value('string'), 'MonthlyIncome': 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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1889, 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 3 new columns ({'CustomerID', 'ProdTaken', 'Unnamed: 0'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/moushmim/tourism-package-pred-data/tourism.csv (at revision 5ac0141d639140653d4adf402389d2412a4e753f), [/tmp/hf-datasets-cache/medium/datasets/56679553825333-config-parquet-and-info-moushmim-tourism-package--068f52b6/hub/datasets--moushmim--tourism-package-pred-data/snapshots/5ac0141d639140653d4adf402389d2412a4e753f/Xtest.csv (origin=hf://datasets/moushmim/tourism-package-pred-data@5ac0141d639140653d4adf402389d2412a4e753f/Xtest.csv), /tmp/hf-datasets-cache/medium/datasets/56679553825333-config-parquet-and-info-moushmim-tourism-package--068f52b6/hub/datasets--moushmim--tourism-package-pred-data/snapshots/5ac0141d639140653d4adf402389d2412a4e753f/Xtrain.csv (origin=hf://datasets/moushmim/tourism-package-pred-data@5ac0141d639140653d4adf402389d2412a4e753f/Xtrain.csv), /tmp/hf-datasets-cache/medium/datasets/56679553825333-config-parquet-and-info-moushmim-tourism-package--068f52b6/hub/datasets--moushmim--tourism-package-pred-data/snapshots/5ac0141d639140653d4adf402389d2412a4e753f/tourism.csv (origin=hf://datasets/moushmim/tourism-package-pred-data@5ac0141d639140653d4adf402389d2412a4e753f/tourism.csv), /tmp/hf-datasets-cache/medium/datasets/56679553825333-config-parquet-and-info-moushmim-tourism-package--068f52b6/hub/datasets--moushmim--tourism-package-pred-data/snapshots/5ac0141d639140653d4adf402389d2412a4e753f/ytest.csv (origin=hf://datasets/moushmim/tourism-package-pred-data@5ac0141d639140653d4adf402389d2412a4e753f/ytest.csv), /tmp/hf-datasets-cache/medium/datasets/56679553825333-config-parquet-and-info-moushmim-tourism-package--068f52b6/hub/datasets--moushmim--tourism-package-pred-data/snapshots/5ac0141d639140653d4adf402389d2412a4e753f/ytrain.csv (origin=hf://datasets/moushmim/tourism-package-pred-data@5ac0141d639140653d4adf402389d2412a4e753f/ytrain.csv)]
              
              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)