Datasets:

DvorakInnovationAI

/

filtered-hotel-dataset

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DvorakInnovation 10

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 10 new columns ({'reviewer_location', 'stayDate', 'rating/5', 'hotel_url', 'reviewDate', 'reviewTitle', 'travelerType', 'hotelname', 'stayLength', 'roomInfo'}) and 12 missing columns ({'Rating', 'room features', 'Rating Text', 'Room TypeBed Sizes', 'Name', 'Bed Sizes ', 'Occupancy', 'Discounted Price', 'Taxes', 'Hotel Url', 'Price(Nrs) ', 'Distance'}).

This happened while the csv dataset builder was generating data using

hf://datasets/DvorakInnovationAI/filtered-hotel-dataset/filtered_booking_reviews.csv (at revision a44a8cd30bb3621f8387c67ae34072768fa824b7)

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 1869, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 580, 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 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Unnamed: 0: int64
              hotelname: string
              reviewer_location: string
              roomInfo: string
              stayDate: string
              stayLength: string
              reviewDate: string
              reviewTitle: string
              rating/5: double
              travelerType: string
              hotel_url: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1584
              to
              {'Unnamed: 0': Value(dtype='int64', id=None), 'Hotel Url': Value(dtype='string', id=None), 'Name': Value(dtype='string', id=None), 'Distance': Value(dtype='string', id=None), 'Rating': Value(dtype='float64', id=None), 'Rating Text': Value(dtype='string', id=None), 'Room TypeBed Sizes': Value(dtype='string', id=None), 'Bed Sizes ': Value(dtype='string', id=None), 'room features': Value(dtype='string', id=None), 'Occupancy': Value(dtype='string', id=None), 'Price(Nrs) ': Value(dtype='string', id=None), 'Discounted Price': Value(dtype='string', id=None), 'Taxes': Value(dtype='string', 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 1392, 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 1041, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 999, 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 1740, 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 1871, 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 10 new columns ({'reviewer_location', 'stayDate', 'rating/5', 'hotel_url', 'reviewDate', 'reviewTitle', 'travelerType', 'hotelname', 'stayLength', 'roomInfo'}) and 12 missing columns ({'Rating', 'room features', 'Rating Text', 'Room TypeBed Sizes', 'Name', 'Bed Sizes ', 'Occupancy', 'Discounted Price', 'Taxes', 'Hotel Url', 'Price(Nrs) ', 'Distance'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/DvorakInnovationAI/filtered-hotel-dataset/filtered_booking_reviews.csv (at revision a44a8cd30bb3621f8387c67ae34072768fa824b7)
              
              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)