Datasets:

bealopezzz

/

bixi-data

like 1

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 41 new columns ({'hrs_16', 'hrs_11', 'TRIPDISTANCE', 'hrs_8', 'TRIPSPEED', 'day_5', 'hrs_20', 'TRIPDAYWEEK', 'hrs_2', 'Rel Hum (%)', 'hrs_0', 'hrs_5', 'hrs_18', 'hrs_23', 'hrs_15', 'day_3', 'hrs_17', 'hrs_21', 'hrs_19', 'Unnamed: 0', 'day_0', 'hrs_9', 'hrs_14', 'TRIPENDDATETIME', 'hrs_13', 'day_4', 'TRIPENDHOUR', 'day_1', 'day_2', 'hrs_12', 'TRIPDURATION', 'TRIPSTARTHOUR', 'hrs_1', 'hrs_3', 'Temp (°C)', 'hrs_6', 'hrs_7', 'hrs_4', 'hrs_10', 'day_6', 'hrs_22'}) and 10 missing columns ({'ENDSTATIONNAME', 'ENDSTATIONARRONDISSEMENT', 'STARTSTATIONLONGITUDE', 'STARTSTATIONARRONDISSEMENT', 'ENDSTATIONLONGITUDE', 'STARTTIMEMS', 'ENDSTATIONLATITUDE', 'STARTSTATIONNAME', 'ENDTIMEMS', 'STARTSTATIONLATITUDE'}).

This happened while the csv dataset builder was generating data using

hf://datasets/bealopezzz/bixi-data/augmented_feature_set.csv (at revision 34f3c44497034da8a63257b2f4a44caf1c5093fd)

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
              Unnamed: 0: int64
              TRIPDURATION: double
              TRIPDISTANCE: double
              TRIPENDDATETIME: string
              TRIPSTARTHOUR: int64
              TRIPENDHOUR: int64
              TRIPDAYWEEK: int64
              TRIPSPEED: double
              hrs_0: bool
              hrs_1: bool
              hrs_2: bool
              hrs_3: bool
              hrs_4: bool
              hrs_5: bool
              hrs_6: bool
              hrs_7: bool
              hrs_8: bool
              hrs_9: bool
              hrs_10: bool
              hrs_11: bool
              hrs_12: bool
              hrs_13: bool
              hrs_14: bool
              hrs_15: bool
              hrs_16: bool
              hrs_17: bool
              hrs_18: bool
              hrs_19: bool
              hrs_20: bool
              hrs_21: bool
              hrs_22: bool
              hrs_23: bool
              day_0: bool
              day_1: bool
              day_2: bool
              day_3: bool
              day_4: bool
              day_5: bool
              day_6: bool
              Temp (°C): double
              Rel Hum (%): double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 4775
              to
              {'STARTSTATIONNAME': Value(dtype='string', id=None), 'STARTSTATIONARRONDISSEMENT': Value(dtype='string', id=None), 'STARTSTATIONLATITUDE': Value(dtype='float64', id=None), 'STARTSTATIONLONGITUDE': Value(dtype='float64', id=None), 'ENDSTATIONNAME': Value(dtype='string', id=None), 'ENDSTATIONARRONDISSEMENT': Value(dtype='string', id=None), 'ENDSTATIONLATITUDE': Value(dtype='float64', id=None), 'ENDSTATIONLONGITUDE': Value(dtype='float64', id=None), 'STARTTIMEMS': Value(dtype='int64', id=None), 'ENDTIMEMS': Value(dtype='float64', 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 1316, in compute_config_parquet_and_info_response
                  parquet_operations, partial = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 909, in stream_convert_to_parquet
                  builder._prepare_split(
                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 41 new columns ({'hrs_16', 'hrs_11', 'TRIPDISTANCE', 'hrs_8', 'TRIPSPEED', 'day_5', 'hrs_20', 'TRIPDAYWEEK', 'hrs_2', 'Rel Hum (%)', 'hrs_0', 'hrs_5', 'hrs_18', 'hrs_23', 'hrs_15', 'day_3', 'hrs_17', 'hrs_21', 'hrs_19', 'Unnamed: 0', 'day_0', 'hrs_9', 'hrs_14', 'TRIPENDDATETIME', 'hrs_13', 'day_4', 'TRIPENDHOUR', 'day_1', 'day_2', 'hrs_12', 'TRIPDURATION', 'TRIPSTARTHOUR', 'hrs_1', 'hrs_3', 'Temp (°C)', 'hrs_6', 'hrs_7', 'hrs_4', 'hrs_10', 'day_6', 'hrs_22'}) and 10 missing columns ({'ENDSTATIONNAME', 'ENDSTATIONARRONDISSEMENT', 'STARTSTATIONLONGITUDE', 'STARTSTATIONARRONDISSEMENT', 'ENDSTATIONLONGITUDE', 'STARTTIMEMS', 'ENDSTATIONLATITUDE', 'STARTSTATIONNAME', 'ENDTIMEMS', 'STARTSTATIONLATITUDE'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/bealopezzz/bixi-data/augmented_feature_set.csv (at revision 34f3c44497034da8a63257b2f4a44caf1c5093fd)
              
              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)