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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 5 new columns ({'fdc_id', 'acquisition_date', 'state', 'treatment', 'market_class'}) and 2 missing columns ({'fdc_id_of_acquisition_food', 'fdc_id_of_sample_food'}).
This happened while the csv dataset builder was generating data using
hf://datasets/yvfu/FoodData_Central_csv_2025-04-24/agricultural_samples.csv (at revision 5cd3c77e60c49618efb835bfa6fb2f7893e3a413)
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
fdc_id: int64
acquisition_date: string
market_class: string
treatment: string
state: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 854
to
{'fdc_id_of_sample_food': Value('int64'), 'fdc_id_of_acquisition_food': 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 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 5 new columns ({'fdc_id', 'acquisition_date', 'state', 'treatment', 'market_class'}) and 2 missing columns ({'fdc_id_of_acquisition_food', 'fdc_id_of_sample_food'}).
This happened while the csv dataset builder was generating data using
hf://datasets/yvfu/FoodData_Central_csv_2025-04-24/agricultural_samples.csv (at revision 5cd3c77e60c49618efb835bfa6fb2f7893e3a413)
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.
fdc_id_of_sample_food
int64 | fdc_id_of_acquisition_food
int64 |
|---|---|
319,874
| 319,876
|
319,874
| 319,875
|
319,879
| 319,881
|
319,879
| 319,880
|
319,885
| 319,890
|
319,885
| 319,887
|
319,885
| 319,888
|
319,885
| 319,891
|
319,885
| 319,889
|
319,885
| 319,886
|
319,894
| 319,896
|
319,894
| 319,897
|
319,894
| 319,895
|
319,894
| 319,898
|
319,901
| 319,903
|
319,901
| 319,905
|
319,901
| 319,904
|
319,901
| 319,902
|
319,921
| 319,923
|
319,921
| 319,924
|
319,921
| 319,922
|
319,921
| 319,925
|
319,939
| 319,943
|
319,939
| 319,941
|
319,939
| 319,942
|
319,939
| 319,940
|
319,958
| 319,963
|
319,958
| 319,960
|
319,958
| 319,959
|
319,958
| 319,961
|
319,958
| 319,962
|
319,958
| 319,964
|
319,978
| 319,980
|
319,978
| 319,979
|
319,984
| 319,989
|
319,984
| 319,985
|
319,984
| 319,986
|
319,984
| 319,987
|
319,984
| 319,990
|
319,984
| 319,988
|
320,005
| 320,007
|
320,005
| 320,006
|
320,005
| 320,008
|
320,005
| 320,010
|
320,005
| 320,009
|
320,025
| 320,026
|
320,031
| 320,032
|
320,037
| 320,038
|
320,043
| 320,044
|
320,062
| 320,063
|
320,085
| 320,086
|
320,104
| 320,105
|
320,124
| 320,125
|
320,143
| 320,144
|
320,165
| 320,166
|
320,172
| 320,173
|
320,179
| 320,180
|
320,185
| 320,186
|
320,191
| 320,192
|
320,197
| 320,198
|
320,203
| 320,204
|
320,210
| 320,211
|
320,230
| 320,231
|
320,253
| 320,254
|
320,275
| 320,276
|
320,298
| 320,299
|
320,307
| 320,308
|
320,313
| 320,314
|
320,332
| 320,333
|
320,353
| 320,355
|
320,353
| 320,354
|
320,357
| 320,368
|
320,357
| 320,365
|
320,357
| 320,369
|
320,357
| 320,355
|
320,357
| 320,362
|
320,357
| 320,376
|
320,357
| 320,354
|
320,357
| 320,375
|
320,357
| 320,363
|
320,357
| 320,359
|
320,357
| 320,378
|
320,357
| 320,364
|
320,357
| 320,360
|
320,357
| 320,379
|
320,357
| 320,367
|
320,357
| 320,358
|
320,357
| 320,371
|
320,357
| 320,374
|
320,357
| 320,361
|
320,357
| 320,370
|
320,357
| 320,373
|
320,357
| 320,372
|
320,357
| 320,377
|
320,357
| 320,366
|
320,382
| 320,369
|
320,382
| 320,358
|
320,384
| 320,361
|
320,384
| 320,354
|
320,384
| 320,368
|
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