Datasets:

---

zociety

/

crimedatasets

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 28 new columns ({'LOCATION', 'Crm Cd 1', 'Rpt Dist No', 'Vict Age', 'Premis Desc', 'Status Desc', 'AREA ', 'Crm Cd', 'Crm Cd 3', 'Crm Cd 4', 'TIME OCC', 'Vict Descent', 'Weapon Used Cd', 'DR_NO', 'Mocodes', 'Vict Sex', 'Premis Cd', 'Crm Cd 2', 'Status', 'LON', 'Cross Street', 'AREA NAME', 'Crm Cd Desc', 'DATE OCC', 'Part 1-2', 'LAT', 'Weapon Desc', 'Date Rptd'}) and 22 missing columns ({'District', 'Location Description', 'Ward', 'Updated On', 'Longitude', 'Community Area', 'Date', 'ID', 'Location', 'Arrest', 'Block', 'Primary Type', 'Y Coordinate', 'FBI Code', 'X Coordinate', 'Latitude', 'Year', 'Case Number', 'Domestic', 'IUCR', 'Beat', 'Description'}).

This happened while the csv dataset builder was generating data using

hf://datasets/zociety/crimedatasets/LosAngeles/Crime_Data_from_2010_to_2019_Los_Angeles.csv (at revision b3665e0991d99139a3b0c18e67955fb287ec4d4c)

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
              DR_NO: int64
              Date Rptd: string
              DATE OCC: string
              TIME OCC: int64
              AREA : int64
              AREA NAME: string
              Rpt Dist No: int64
              Part 1-2: int64
              Crm Cd: int64
              Crm Cd Desc: string
              Mocodes: string
              Vict Age: int64
              Vict Sex: string
              Vict Descent: string
              Premis Cd: double
              Premis Desc: string
              Weapon Used Cd: double
              Weapon Desc: string
              Status: string
              Status Desc: string
              Crm Cd 1: int64
              Crm Cd 2: double
              Crm Cd 3: double
              Crm Cd 4: double
              LOCATION: string
              Cross Street: string
              LAT: double
              LON: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3516
              to
              {'ID': Value(dtype='int64', id=None), 'Case Number': Value(dtype='string', id=None), 'Date': Value(dtype='string', id=None), 'Block': Value(dtype='string', id=None), 'IUCR': Value(dtype='string', id=None), 'Primary Type': Value(dtype='string', id=None), 'Description': Value(dtype='string', id=None), 'Location Description': Value(dtype='string', id=None), 'Arrest': Value(dtype='bool', id=None), 'Domestic': Value(dtype='bool', id=None), 'Beat': Value(dtype='int64', id=None), 'District': Value(dtype='int64', id=None), 'Ward': Value(dtype='float64', id=None), 'Community Area': Value(dtype='float64', id=None), 'FBI Code': Value(dtype='string', id=None), 'X Coordinate': Value(dtype='float64', id=None), 'Y Coordinate': Value(dtype='float64', id=None), 'Year': Value(dtype='int64', id=None), 'Updated On': Value(dtype='string', id=None), 'Latitude': Value(dtype='float64', id=None), 'Longitude': Value(dtype='float64', id=None), 'Location': 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 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 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 28 new columns ({'LOCATION', 'Crm Cd 1', 'Rpt Dist No', 'Vict Age', 'Premis Desc', 'Status Desc', 'AREA ', 'Crm Cd', 'Crm Cd 3', 'Crm Cd 4', 'TIME OCC', 'Vict Descent', 'Weapon Used Cd', 'DR_NO', 'Mocodes', 'Vict Sex', 'Premis Cd', 'Crm Cd 2', 'Status', 'LON', 'Cross Street', 'AREA NAME', 'Crm Cd Desc', 'DATE OCC', 'Part 1-2', 'LAT', 'Weapon Desc', 'Date Rptd'}) and 22 missing columns ({'District', 'Location Description', 'Ward', 'Updated On', 'Longitude', 'Community Area', 'Date', 'ID', 'Location', 'Arrest', 'Block', 'Primary Type', 'Y Coordinate', 'FBI Code', 'X Coordinate', 'Latitude', 'Year', 'Case Number', 'Domestic', 'IUCR', 'Beat', 'Description'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/zociety/crimedatasets/LosAngeles/Crime_Data_from_2010_to_2019_Los_Angeles.csv (at revision b3665e0991d99139a3b0c18e67955fb287ec4d4c)
              
              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)