Datasets:

---

Quantum9999

/

Tourism-Package-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 1 new columns ({'ProdTaken'}) and 35 missing columns ({'ProductPitched_King', 'TypeofContact_Self Enquiry', 'Gender_Male', 'PreferredPropertyStar', 'NumberOfTrips', 'Designation_Manager', 'TypeofContact_Company Invited', 'Occupation_Small Business', 'MaritalStatus_Single', 'NumberOfPersonVisiting', 'Age', 'Passport_1', 'ProductPitched_Deluxe', 'Designation_Executive', 'ProductPitched_Super Deluxe', 'Occupation_Large Business', 'CityTier', 'Passport_0', 'OwnCar_0', 'MaritalStatus_Divorced', 'Occupation_Salaried', 'NumberOfChildrenVisiting', 'MaritalStatus_Married', 'Designation_VP', 'ProductPitched_Standard', 'NumberOfFollowups', 'MonthlyIncome', 'DurationOfPitch', 'Occupation_Free Lancer', 'OwnCar_1', 'Designation_AVP', 'Designation_Senior Manager', 'ProductPitched_Basic', 'Gender_Female', 'PitchSatisfactionScore'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Quantum9999/Tourism-Package-Prediction/y_train.csv (at revision ea08b0019da9f04c339cdea8e50064056bc295a4)

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
              ProdTaken: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 377
              to
              {'Age': Value('float64'), 'CityTier': Value('float64'), 'NumberOfPersonVisiting': Value('float64'), 'PreferredPropertyStar': Value('float64'), 'NumberOfTrips': Value('float64'), 'NumberOfChildrenVisiting': Value('float64'), 'MonthlyIncome': Value('float64'), 'PitchSatisfactionScore': Value('float64'), 'NumberOfFollowups': Value('float64'), 'DurationOfPitch': Value('float64'), 'TypeofContact_Company Invited': Value('float64'), 'TypeofContact_Self Enquiry': Value('float64'), 'Occupation_Free Lancer': Value('float64'), 'Occupation_Large Business': Value('float64'), 'Occupation_Salaried': Value('float64'), 'Occupation_Small Business': Value('float64'), 'Gender_Female': Value('float64'), 'Gender_Male': Value('float64'), 'MaritalStatus_Divorced': Value('float64'), 'MaritalStatus_Married': Value('float64'), 'MaritalStatus_Single': Value('float64'), 'Passport_0': Value('float64'), 'Passport_1': Value('float64'), 'OwnCar_0': Value('float64'), 'OwnCar_1': Value('float64'), 'Designation_AVP': Value('float64'), 'Designation_Executive': Value('float64'), 'Designation_Manager': Value('float64'), 'Designation_Senior Manager': Value('float64'), 'Designation_VP': Value('float64'), 'ProductPitched_Basic': Value('float64'), 'ProductPitched_Deluxe': Value('float64'), 'ProductPitched_King': Value('float64'), 'ProductPitched_Standard': Value('float64'), 'ProductPitched_Super Deluxe': 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 1339, 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 972, 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 1 new columns ({'ProdTaken'}) and 35 missing columns ({'ProductPitched_King', 'TypeofContact_Self Enquiry', 'Gender_Male', 'PreferredPropertyStar', 'NumberOfTrips', 'Designation_Manager', 'TypeofContact_Company Invited', 'Occupation_Small Business', 'MaritalStatus_Single', 'NumberOfPersonVisiting', 'Age', 'Passport_1', 'ProductPitched_Deluxe', 'Designation_Executive', 'ProductPitched_Super Deluxe', 'Occupation_Large Business', 'CityTier', 'Passport_0', 'OwnCar_0', 'MaritalStatus_Divorced', 'Occupation_Salaried', 'NumberOfChildrenVisiting', 'MaritalStatus_Married', 'Designation_VP', 'ProductPitched_Standard', 'NumberOfFollowups', 'MonthlyIncome', 'DurationOfPitch', 'Occupation_Free Lancer', 'OwnCar_1', 'Designation_AVP', 'Designation_Senior Manager', 'ProductPitched_Basic', 'Gender_Female', 'PitchSatisfactionScore'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Quantum9999/Tourism-Package-Prediction/y_train.csv (at revision ea08b0019da9f04c339cdea8e50064056bc295a4)
              
              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)