Datasets:

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phuchoang2603

/

coursera

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 15 new columns ({'tip', 'trips_pooled', 'trip_start_timestamp', 'trip_seconds', 'additional_charges', 'dropoff_centroid_longitude', 'date', 'weekday', 'trip_miles', 'fare', 'shared_trip_authorized', 'pickup_centroid_latitude', 'pickup_centroid_longitude', 'dropoff_centroid_latitude', 'trip_total'}) and 22 missing columns ({'Dropoff Centroid Longitude', 'Pickup Census Tract', 'Trip End Timestamp', 'Pickup Centroid Latitude', 'Pickup Community Area', 'Pickup Centroid Location', 'Trip Miles', 'Tip', 'Fare', 'Trip Total', 'Dropoff Census Tract', 'Trips Pooled', 'Dropoff Centroid Latitude', 'Additional Charges', 'Shared Trip Authorized', 'Trip Start Timestamp', 'Pickup Centroid Longitude', 'Trip Seconds', 'Dropoff Community Area', 'len_date', 'Trip ID', 'Dropoff Centroid Location'}).

This happened while the csv dataset builder was generating data using

hf://datasets/phuchoang2603/coursera/rideshare_2022_cleaned.csv (at revision f176487f3c7e6de523b22e0fa90b23cc677f32f9)

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
              trip_start_timestamp: string
              trip_seconds: double
              trip_miles: double
              fare: double
              tip: double
              additional_charges: double
              trip_total: double
              shared_trip_authorized: int64
              trips_pooled: int64
              pickup_centroid_latitude: double
              pickup_centroid_longitude: double
              dropoff_centroid_latitude: double
              dropoff_centroid_longitude: double
              date: string
              weekday: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2211
              to
              {'Trip ID': Value('string'), 'Trip Start Timestamp': Value('string'), 'Trip End Timestamp': Value('string'), 'Trip Seconds': Value('float64'), 'Trip Miles': Value('float64'), 'Pickup Census Tract': Value('float64'), 'Dropoff Census Tract': Value('float64'), 'Pickup Community Area': Value('float64'), 'Dropoff Community Area': Value('float64'), 'Fare': Value('float64'), 'Tip': Value('float64'), 'Additional Charges': Value('float64'), 'Trip Total': Value('float64'), 'Shared Trip Authorized': Value('int64'), 'Trips Pooled': Value('int64'), 'Pickup Centroid Latitude': Value('float64'), 'Pickup Centroid Longitude': Value('float64'), 'Pickup Centroid Location': Value('string'), 'Dropoff Centroid Latitude': Value('float64'), 'Dropoff Centroid Longitude': Value('float64'), 'Dropoff Centroid Location': Value('string'), 'len_date': 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 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 15 new columns ({'tip', 'trips_pooled', 'trip_start_timestamp', 'trip_seconds', 'additional_charges', 'dropoff_centroid_longitude', 'date', 'weekday', 'trip_miles', 'fare', 'shared_trip_authorized', 'pickup_centroid_latitude', 'pickup_centroid_longitude', 'dropoff_centroid_latitude', 'trip_total'}) and 22 missing columns ({'Dropoff Centroid Longitude', 'Pickup Census Tract', 'Trip End Timestamp', 'Pickup Centroid Latitude', 'Pickup Community Area', 'Pickup Centroid Location', 'Trip Miles', 'Tip', 'Fare', 'Trip Total', 'Dropoff Census Tract', 'Trips Pooled', 'Dropoff Centroid Latitude', 'Additional Charges', 'Shared Trip Authorized', 'Trip Start Timestamp', 'Pickup Centroid Longitude', 'Trip Seconds', 'Dropoff Community Area', 'len_date', 'Trip ID', 'Dropoff Centroid Location'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/phuchoang2603/coursera/rideshare_2022_cleaned.csv (at revision f176487f3c7e6de523b22e0fa90b23cc677f32f9)
              
              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)