Datasets:

---

rajatarya

/

big_csvs

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 16 new columns ({'Offense Date', 'Offense ID', 'Sector', 'NIBRS Offense Code Description', 'NIBRS Group AB', 'Shooting Type Group', 'NIBRS Crime Against Category', 'Offense Sub Category', 'Report Number', 'Precinct', 'Block Address', 'Reporting Area', 'NIBRS_offense_code', 'Offense Category', 'Neighborhood', 'Report DateTime'}) and 19 missing columns ({'X Coordinate', 'Location Description', 'Y Coordinate', 'Ward', 'FBI Code', 'Block', 'Location', 'Date', 'Domestic', 'ID', 'Primary Type', 'Community Area', 'IUCR', 'Description', 'Arrest', 'Updated On', 'District', 'Case Number', 'Year'}).

This happened while the csv dataset builder was generating data using

hf://datasets/rajatarya/big_csvs/Seattle_Crime_Data_2008-Present_20251022.csv (at revision f9df7aef87e0319cca97f7da83ad09076d1df80f)

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
              Report Number: string
              Report DateTime: string
              Offense ID: int64
              Offense Date: string
              NIBRS Group AB: string
              NIBRS Crime Against Category: string
              Offense Sub Category: string
              Shooting Type Group: string
              Block Address: string
              Latitude: string
              Longitude: string
              Beat: string
              Precinct: string
              Sector: string
              Neighborhood: string
              Reporting Area: string
              Offense Category: string
              NIBRS Offense Code Description: string
              NIBRS_offense_code: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2698
              to
              {'ID': Value('int64'), 'Case Number': Value('string'), 'Date': Value('string'), 'Block': Value('string'), 'IUCR': Value('string'), 'Primary Type': Value('string'), 'Description': Value('string'), 'Location Description': Value('string'), 'Arrest': Value('bool'), 'Domestic': Value('bool'), 'Beat': Value('int64'), 'District': Value('int64'), 'Ward': Value('float64'), 'Community Area': Value('float64'), 'FBI Code': Value('string'), 'X Coordinate': Value('float64'), 'Y Coordinate': Value('float64'), 'Year': Value('int64'), 'Updated On': Value('string'), 'Latitude': Value('float64'), 'Longitude': Value('float64'), 'Location': Value('string')}
              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 1455, 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 1054, 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 16 new columns ({'Offense Date', 'Offense ID', 'Sector', 'NIBRS Offense Code Description', 'NIBRS Group AB', 'Shooting Type Group', 'NIBRS Crime Against Category', 'Offense Sub Category', 'Report Number', 'Precinct', 'Block Address', 'Reporting Area', 'NIBRS_offense_code', 'Offense Category', 'Neighborhood', 'Report DateTime'}) and 19 missing columns ({'X Coordinate', 'Location Description', 'Y Coordinate', 'Ward', 'FBI Code', 'Block', 'Location', 'Date', 'Domestic', 'ID', 'Primary Type', 'Community Area', 'IUCR', 'Description', 'Arrest', 'Updated On', 'District', 'Case Number', 'Year'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/rajatarya/big_csvs/Seattle_Crime_Data_2008-Present_20251022.csv (at revision f9df7aef87e0319cca97f7da83ad09076d1df80f)
              
              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)