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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 1 new columns ({'event'}) and 2 missing columns ({'dataset', 'metric'}).
This happened while the csv dataset builder was generating data using
zip://Final IEEE DSC Dataset/Attack/papi/papi_values_client3_1.csv::hf://datasets/arin29/MINCER_2026_v1@24570f903c8862140ba30a11a8f305fd6240a7d3/MINCER_Dataset_v1.zip, ['hf://datasets/arin29/MINCER_2026_v1@24570f903c8862140ba30a11a8f305fd6240a7d3/MINCER_Dataset_v1.zip']
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
timestamp: string
event: string
value: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 616
to
{'timestamp': Value('string'), 'dataset': Value('string'), 'metric': Value('string'), 'value': 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 1 new columns ({'event'}) and 2 missing columns ({'dataset', 'metric'}).
This happened while the csv dataset builder was generating data using
zip://Final IEEE DSC Dataset/Attack/papi/papi_values_client3_1.csv::hf://datasets/arin29/MINCER_2026_v1@24570f903c8862140ba30a11a8f305fd6240a7d3/MINCER_Dataset_v1.zip, ['hf://datasets/arin29/MINCER_2026_v1@24570f903c8862140ba30a11a8f305fd6240a7d3/MINCER_Dataset_v1.zip']
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.
timestamp string | dataset string | metric string | value string |
|---|---|---|---|
1/29/2026 21:04 | client3/diskmon | job_id | 0 |
1/29/2026 21:04 | client3/diskmon | app_id | 0 |
1/29/2026 21:04 | client3/diskmon | reads_comp#loop0 | 286 |
1/29/2026 21:04 | client3/diskmon | reads_comp.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_merg#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_merg.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_read#loop0 | 5114 |
1/29/2026 21:04 | client3/diskmon | sect_read.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | time_read#loop0 | 39 |
1/29/2026 21:04 | client3/diskmon | time_read.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_comp#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_comp.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_merg#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_merg.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_written#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_written.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | time_write#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | time_write.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | ios_in_progress#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | ios_in_progress.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | time_ios#loop0 | 296 |
1/29/2026 21:04 | client3/diskmon | time_ios.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | weighted_time#loop0 | 39 |
1/29/2026 21:04 | client3/diskmon | weighted_time.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | disk.byte_read#loop0 | 1243598848 |
1/29/2026 21:04 | client3/diskmon | disk.byte_read.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | disk.byte_written#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | disk.byte_written.rate#loop0 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_comp#loop1 | 98 |
1/29/2026 21:04 | client3/diskmon | reads_comp.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_merg#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_merg.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_read#loop1 | 2610 |
1/29/2026 21:04 | client3/diskmon | sect_read.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | time_read#loop1 | 24 |
1/29/2026 21:04 | client3/diskmon | time_read.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_comp#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_comp.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_merg#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_merg.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_written#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_written.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | time_write#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | time_write.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | ios_in_progress#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | ios_in_progress.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | time_ios#loop1 | 76 |
1/29/2026 21:04 | client3/diskmon | time_ios.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | weighted_time#loop1 | 24 |
1/29/2026 21:04 | client3/diskmon | weighted_time.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | disk.byte_read#loop1 | 1235427328 |
1/29/2026 21:04 | client3/diskmon | disk.byte_read.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | disk.byte_written#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | disk.byte_written.rate#loop1 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_comp#loop2 | 1177 |
1/29/2026 21:04 | client3/diskmon | reads_comp.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_merg#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_merg.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_read#loop2 | 84994 |
1/29/2026 21:04 | client3/diskmon | sect_read.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | time_read#loop2 | 234 |
1/29/2026 21:04 | client3/diskmon | time_read.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_comp#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_comp.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_merg#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_merg.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_written#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_written.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | time_write#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | time_write.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | ios_in_progress#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | ios_in_progress.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | time_ios#loop2 | 4272 |
1/29/2026 21:04 | client3/diskmon | time_ios.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | weighted_time#loop2 | 234 |
1/29/2026 21:04 | client3/diskmon | weighted_time.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | disk.byte_read#loop2 | 1277559040 |
1/29/2026 21:04 | client3/diskmon | disk.byte_read.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | disk.byte_written#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | disk.byte_written.rate#loop2 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_comp#loop3 | 32 |
1/29/2026 21:04 | client3/diskmon | reads_comp.rate#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_merg#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | reads_merg.rate#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_read#loop3 | 76 |
1/29/2026 21:04 | client3/diskmon | sect_read.rate#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | time_read#loop3 | 1 |
1/29/2026 21:04 | client3/diskmon | time_read.rate#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_comp#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_comp.rate#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_merg#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | writes_merg.rate#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_written#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | sect_written.rate#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | time_write#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | time_write.rate#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | ios_in_progress#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | ios_in_progress.rate#loop3 | 0 |
1/29/2026 21:04 | client3/diskmon | time_ios#loop3 | 20 |
1/29/2026 21:04 | client3/diskmon | time_ios.rate#loop3 | 0 |
End of preview.
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