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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 29 new columns ({'TSOURCONSV', 'ID', 'SSOURCCODE', 'PUBLISHED_ACTION_NAME', 'IMPCOST', 'QSAVED', 'PSOURCCODE', 'AR_NUMBER', 'QCONSERVED', 'TSAVED', 'PSOURCONSV', 'PUBLISHED_RESOURCE_SAVINGS', 'APPCODE', 'ARC2', 'PCONSERVED', 'TSOURCCODE', 'QSOURCCODE', 'QSOURCONSV', 'PUBLISHED_RESOURCE_UNIT', 'TCONSERVED', 'FY', 'IMPSTATUS', 'PSAVED', 'REBATE', 'SUPERID', 'SSOURCONSV', 'SCONSERVED', 'SSAVED', 'INCREMNTAL'}) and 4 missing columns ({'permitted_or_required', 'rule', 'topic', 'limitation'}).
This happened while the csv dataset builder was generating data using
hf://datasets/limingwang001/gdpval-workbuddy-delivery2/244bd62a-34da-52e9-8b2e-3f8fbc46f06b/reference_files/09f542f580e95f8b91e971cfcf6af3fd/assessment_recommendations.csv (at revision bc73c0091556a1b1296f42639cad8b1590285c39), ['hf://datasets/limingwang001/gdpval-workbuddy-delivery2@bc73c0091556a1b1296f42639cad8b1590285c39/1ce72c18-ca8f-57ed-91aa-01bf0e14ba0a/reference_files/b6c9a42967e85560b1c61b363706b1a3/03_Information_Flow_and_Data_Safeguards.csv', 'hf://datasets/limingwang001/gdpval-workbuddy-delivery2@bc73c0091556a1b1296f42639cad8b1590285c39/244bd62a-34da-52e9-8b2e-3f8fbc46f06b/reference_files/09f542f580e95f8b91e971cfcf6af3fd/assessment_recommendations.csv', 'hf://datasets/limingwang001/gdpval-workbuddy-delivery2@bc73c0091556a1b1296f42639cad8b1590285c39/244bd62a-34da-52e9-8b2e-3f8fbc46f06b/reference_files/09f542f580e95f8b91e971cfcf6af3fd/plant_profile.csv', 'hf://datasets/limingwang001/gdpval-workbuddy-delivery2@bc73c0091556a1b1296f42639cad8b1590285c39/99ef5b1d-fc42-58f9-ae0a-a1a692d574f3/deliverable_files/c1e97f89d06e506380a35695f8925595/Current_Arterial_Management_Materials_Warehouse_Inventory.csv']
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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
SUPERID: string
ID: string
AR_NUMBER: int64
APPCODE: int64
ARC2: double
IMPSTATUS: string
IMPCOST: int64
PSOURCCODE: string
PCONSERVED: int64
PSOURCONSV: double
PSAVED: int64
SSOURCCODE: double
SCONSERVED: double
SSOURCONSV: double
SSAVED: double
TSOURCCODE: double
TCONSERVED: double
TSOURCONSV: double
TSAVED: double
QSOURCCODE: double
QCONSERVED: double
QSOURCONSV: double
QSAVED: double
REBATE: string
INCREMNTAL: string
FY: int64
PUBLISHED_ACTION_NAME: string
PUBLISHED_RESOURCE_SAVINGS: double
PUBLISHED_RESOURCE_UNIT: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3729
to
{'topic': Value('string'), 'rule': Value('string'), 'permitted_or_required': Value('string'), 'limitation': 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 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
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 29 new columns ({'TSOURCONSV', 'ID', 'SSOURCCODE', 'PUBLISHED_ACTION_NAME', 'IMPCOST', 'QSAVED', 'PSOURCCODE', 'AR_NUMBER', 'QCONSERVED', 'TSAVED', 'PSOURCONSV', 'PUBLISHED_RESOURCE_SAVINGS', 'APPCODE', 'ARC2', 'PCONSERVED', 'TSOURCCODE', 'QSOURCCODE', 'QSOURCONSV', 'PUBLISHED_RESOURCE_UNIT', 'TCONSERVED', 'FY', 'IMPSTATUS', 'PSAVED', 'REBATE', 'SUPERID', 'SSOURCONSV', 'SCONSERVED', 'SSAVED', 'INCREMNTAL'}) and 4 missing columns ({'permitted_or_required', 'rule', 'topic', 'limitation'}).
This happened while the csv dataset builder was generating data using
hf://datasets/limingwang001/gdpval-workbuddy-delivery2/244bd62a-34da-52e9-8b2e-3f8fbc46f06b/reference_files/09f542f580e95f8b91e971cfcf6af3fd/assessment_recommendations.csv (at revision bc73c0091556a1b1296f42639cad8b1590285c39), ['hf://datasets/limingwang001/gdpval-workbuddy-delivery2@bc73c0091556a1b1296f42639cad8b1590285c39/1ce72c18-ca8f-57ed-91aa-01bf0e14ba0a/reference_files/b6c9a42967e85560b1c61b363706b1a3/03_Information_Flow_and_Data_Safeguards.csv', 'hf://datasets/limingwang001/gdpval-workbuddy-delivery2@bc73c0091556a1b1296f42639cad8b1590285c39/244bd62a-34da-52e9-8b2e-3f8fbc46f06b/reference_files/09f542f580e95f8b91e971cfcf6af3fd/assessment_recommendations.csv', 'hf://datasets/limingwang001/gdpval-workbuddy-delivery2@bc73c0091556a1b1296f42639cad8b1590285c39/244bd62a-34da-52e9-8b2e-3f8fbc46f06b/reference_files/09f542f580e95f8b91e971cfcf6af3fd/plant_profile.csv', 'hf://datasets/limingwang001/gdpval-workbuddy-delivery2@bc73c0091556a1b1296f42639cad8b1590285c39/99ef5b1d-fc42-58f9-ae0a-a1a692d574f3/deliverable_files/c1e97f89d06e506380a35695f8925595/Current_Arterial_Management_Materials_Warehouse_Inventory.csv']
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.
topic string | rule string | permitted_or_required string | limitation string |
|---|---|---|---|
confidential business information | firewalls prevent participants from accessing other participants' information | required | AP administers the Registry |
AP access | AP will not access, compile, or use another participant's information except to provide that participant its own information | required | no cross-participant use |
owner reports | no reports containing aggregated nonpublic information for any content owner | prohibited | none |
user reports | no reports containing aggregated nonpublic information regarding multiple owners or users | prohibited | single-user exception below |
single content user | report may aggregate nonpublic information about content used only by that user from multiple owners | permitted | limited to that user's own use |
public licensing terms | only registered content users may access Registry licensing terms | required | participants register as owners and/or users |
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