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The dataset generation failed because of a cast error
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 ({'Y', 'MINUTE', 'Latitude', 'Date', 'NEIGHBOURHOOD', 'Longitude', 'HOUR', 'HUNDRED_BLOCK', 'DAY', 'X'}) and 1 missing columns ({'Incident_Counts'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Abdullah4747/FBI_Train/Train.csv (at revision fc313a740a2cd79fea14ff23c3de11c384ad587d)
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 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
TYPE: string
HUNDRED_BLOCK: string
NEIGHBOURHOOD: string
X: double
Y: double
Latitude: double
Longitude: double
HOUR: double
MINUTE: double
YEAR: int64
MONTH: int64
DAY: int64
Date: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1710
to
{'YEAR': Value(dtype='int64', id=None), 'MONTH': Value(dtype='int64', id=None), 'TYPE': Value(dtype='string', id=None), 'Incident_Counts': 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 1436, 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 1053, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1873, 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 ({'Y', 'MINUTE', 'Latitude', 'Date', 'NEIGHBOURHOOD', 'Longitude', 'HOUR', 'HUNDRED_BLOCK', 'DAY', 'X'}) and 1 missing columns ({'Incident_Counts'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Abdullah4747/FBI_Train/Train.csv (at revision fc313a740a2cd79fea14ff23c3de11c384ad587d)
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)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
YEAR
int64 | MONTH
int64 | TYPE
string | Incident_Counts
null |
|---|---|---|---|
2,013
| 6
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,013
| 6
|
Theft of Vehicle
| null |
2,013
| 6
|
Theft of Bicycle
| null |
2,013
| 6
|
Theft from Vehicle
| null |
2,013
| 6
|
Other Theft
| null |
2,013
| 6
|
Offence Against a Person
| null |
2,013
| 6
|
Mischief
| null |
2,013
| 6
|
Break and Enter Residential/Other
| null |
2,013
| 6
|
Break and Enter Commercial
| null |
2,013
| 5
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,013
| 5
|
Theft of Vehicle
| null |
2,013
| 5
|
Theft of Bicycle
| null |
2,013
| 5
|
Theft from Vehicle
| null |
2,013
| 5
|
Other Theft
| null |
2,013
| 5
|
Offence Against a Person
| null |
2,013
| 5
|
Mischief
| null |
2,013
| 5
|
Break and Enter Residential/Other
| null |
2,013
| 5
|
Break and Enter Commercial
| null |
2,013
| 4
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,013
| 4
|
Theft of Vehicle
| null |
2,013
| 4
|
Theft of Bicycle
| null |
2,013
| 4
|
Theft from Vehicle
| null |
2,013
| 4
|
Other Theft
| null |
2,013
| 4
|
Offence Against a Person
| null |
2,013
| 4
|
Mischief
| null |
2,013
| 4
|
Break and Enter Residential/Other
| null |
2,013
| 4
|
Break and Enter Commercial
| null |
2,013
| 3
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,013
| 3
|
Theft of Vehicle
| null |
2,013
| 3
|
Theft of Bicycle
| null |
2,013
| 3
|
Theft from Vehicle
| null |
2,013
| 3
|
Other Theft
| null |
2,013
| 3
|
Offence Against a Person
| null |
2,013
| 3
|
Mischief
| null |
2,013
| 3
|
Break and Enter Residential/Other
| null |
2,013
| 3
|
Break and Enter Commercial
| null |
2,013
| 2
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,013
| 2
|
Theft of Vehicle
| null |
2,013
| 2
|
Theft of Bicycle
| null |
2,013
| 2
|
Theft from Vehicle
| null |
2,013
| 2
|
Other Theft
| null |
2,013
| 2
|
Offence Against a Person
| null |
2,013
| 2
|
Mischief
| null |
2,013
| 2
|
Break and Enter Residential/Other
| null |
2,013
| 2
|
Break and Enter Commercial
| null |
2,013
| 1
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,013
| 1
|
Theft of Vehicle
| null |
2,013
| 1
|
Theft of Bicycle
| null |
2,013
| 1
|
Theft from Vehicle
| null |
2,013
| 1
|
Other Theft
| null |
2,013
| 1
|
Offence Against a Person
| null |
2,013
| 1
|
Mischief
| null |
2,013
| 1
|
Break and Enter Residential/Other
| null |
2,013
| 1
|
Break and Enter Commercial
| null |
2,012
| 12
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,012
| 12
|
Theft of Vehicle
| null |
2,012
| 12
|
Theft of Bicycle
| null |
2,012
| 12
|
Theft from Vehicle
| null |
2,012
| 12
|
Other Theft
| null |
2,012
| 12
|
Offence Against a Person
| null |
2,012
| 12
|
Mischief
| null |
2,012
| 12
|
Break and Enter Residential/Other
| null |
2,012
| 12
|
Break and Enter Commercial
| null |
2,012
| 11
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,012
| 11
|
Theft of Vehicle
| null |
2,012
| 11
|
Theft of Bicycle
| null |
2,012
| 11
|
Theft from Vehicle
| null |
2,012
| 11
|
Other Theft
| null |
2,012
| 11
|
Offence Against a Person
| null |
2,012
| 11
|
Mischief
| null |
2,012
| 11
|
Break and Enter Residential/Other
| null |
2,012
| 11
|
Break and Enter Commercial
| null |
2,012
| 10
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,012
| 10
|
Theft of Vehicle
| null |
2,012
| 10
|
Theft of Bicycle
| null |
2,012
| 10
|
Theft from Vehicle
| null |
2,012
| 10
|
Other Theft
| null |
2,012
| 10
|
Offence Against a Person
| null |
2,012
| 10
|
Mischief
| null |
2,012
| 10
|
Break and Enter Residential/Other
| null |
2,012
| 10
|
Break and Enter Commercial
| null |
2,012
| 9
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,012
| 9
|
Theft of Vehicle
| null |
2,012
| 9
|
Theft of Bicycle
| null |
2,012
| 9
|
Theft from Vehicle
| null |
2,012
| 9
|
Other Theft
| null |
2,012
| 9
|
Offence Against a Person
| null |
2,012
| 9
|
Mischief
| null |
2,012
| 9
|
Break and Enter Residential/Other
| null |
2,012
| 9
|
Break and Enter Commercial
| null |
2,012
| 8
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
2,012
| 8
|
Theft of Vehicle
| null |
2,012
| 8
|
Theft of Bicycle
| null |
2,012
| 8
|
Theft from Vehicle
| null |
2,012
| 8
|
Other Theft
| null |
2,012
| 8
|
Offence Against a Person
| null |
2,012
| 8
|
Mischief
| null |
2,012
| 8
|
Break and Enter Residential/Other
| null |
2,012
| 8
|
Break and Enter Commercial
| null |
2,012
| 7
|
Vehicle Collision or Pedestrian Struck (with Injury)
| null |
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