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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 ({'length_seconds', 'lufs', 'submix_lufs', 'start_sample', 'file', 'start_seconds', 'segment_start_sample', 'submix_lufs_target', 'length_sample', 'end_seconds'}) and 4 missing columns ({'Unnamed: 0', 'loudness_integrated', 'true_peak', 'naive_peak'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-inc/manifest/train/000000/music.csv (at revision 82b9272ed67e95048e2910930cd0f5006e134b29)
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
file: string
start_sample: int64
length_sample: int64
segment_start_sample: int64
start_seconds: double
length_seconds: double
end_seconds: double
lufs: double
submix_lufs: double
submix_lufs_target: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1496
to
{'Unnamed: 0': Value('string'), 'loudness_integrated': Value('float64'), 'true_peak': Value('float64'), 'naive_peak': Value('float64')}
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 1450, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 993, in stream_convert_to_parquet
builder._prepare_split(
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 10 new columns ({'length_seconds', 'lufs', 'submix_lufs', 'start_sample', 'file', 'start_seconds', 'segment_start_sample', 'submix_lufs_target', 'length_sample', 'end_seconds'}) and 4 missing columns ({'Unnamed: 0', 'loudness_integrated', 'true_peak', 'naive_peak'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-inc/manifest/train/000000/music.csv (at revision 82b9272ed67e95048e2910930cd0f5006e134b29)
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.
Unnamed: 0 string | loudness_integrated float64 | true_peak float64 | naive_peak float64 |
|---|---|---|---|
speech | -28.982889 | -7.024649 | -7.032493 |
music | -32.937089 | -13.3077 | -13.307829 |
sfx_fg | -27.952543 | -5.601805 | -5.601785 |
sfx_bg | -39.020949 | -15.575383 | -16.713652 |
mixture | -27.85965 | -5.968671 | -5.96904 |
speech | -29.136778 | -10.2847 | -10.285181 |
music | -30.394604 | -10.469708 | -10.47828 |
sfx_fg | -40.784848 | -12.14351 | -12.526289 |
sfx_bg | -53.195593 | -25.361914 | -25.360014 |
mixture | -28.417 | -7.300426 | -7.308894 |
speech | -26.097857 | -4.084774 | -4.084945 |
music | -39.761755 | -26.977382 | -27.102989 |
sfx_fg | -31.162513 | -1.977951 | -2.061591 |
sfx_bg | -49.522802 | -15.440513 | -15.510444 |
mixture | -26.459743 | -0.925135 | -0.957804 |
speech | -27.478713 | -4.391492 | -4.3912 |
music | -30.823293 | -7.045549 | -7.045499 |
sfx_fg | -25.783494 | -1.99946 | -1.999763 |
sfx_bg | -41.961119 | -16.693901 | -17.024653 |
mixture | -25.029041 | -1.214018 | -1.221329 |
speech | -27.273713 | -7.742409 | -7.743423 |
music | -34.61853 | -10.339359 | -10.437741 |
sfx_fg | -26.677672 | -2.000072 | -2.198879 |
sfx_bg | -43.314188 | -13.162172 | -13.442423 |
mixture | -25.740161 | -0.886519 | -0.886543 |
speech | -31.523861 | -8.471642 | -8.484734 |
music | -32.67459 | -14.21794 | -14.237625 |
sfx_fg | -29.083474 | -7.07567 | -7.493204 |
sfx_bg | -30.597066 | -1.991706 | -1.997381 |
mixture | -26.516389 | -1.834123 | -1.8409 |
speech | -25.684978 | -2.994117 | -2.994392 |
music | -33.637198 | -14.369527 | -14.375673 |
sfx_fg | -28.570235 | -6.188597 | -6.188001 |
sfx_bg | -54.639123 | -25.131446 | -25.132247 |
mixture | -26.232116 | -3.019177 | -3.057606 |
speech | -29.71208 | -10.378977 | -10.379416 |
music | -31.783402 | -13.367468 | -13.367412 |
sfx_fg | -25.421117 | -4.410702 | -4.395198 |
sfx_bg | -39.436792 | -13.47308 | -14.000982 |
mixture | -25.40559 | -4.52126 | -4.9233 |
speech | -34.951032 | -12.456118 | -12.464327 |
music | -27.707149 | -4.873316 | -5.034323 |
sfx_fg | -35.120204 | -5.377791 | -5.376633 |
sfx_bg | -48.60468 | -14.017086 | -14.386978 |
mixture | -27.339465 | -4.767472 | -4.890231 |
speech | -25.171256 | -3.30056 | -3.303091 |
music | -35.963884 | -14.938207 | -14.940269 |
sfx_fg | -29.248215 | -1.95744 | -1.999293 |
sfx_bg | -47.870607 | -26.340508 | -26.342514 |
mixture | -25.623446 | -0.574921 | -0.576562 |
speech | -27.013416 | -5.852996 | -5.855877 |
music | -48.587319 | -27.9543 | -27.959224 |
sfx_fg | -40.847585 | -11.142915 | -11.094428 |
sfx_bg | -51.966283 | -21.455007 | -22.720821 |
mixture | -28.217325 | -5.816659 | -5.822244 |
speech | -30.295871 | -3.597164 | -3.624808 |
music | -44.195952 | -24.523726 | -24.523097 |
sfx_fg | -38.105848 | -4.597419 | -4.595237 |
sfx_bg | -27.308251 | -1.919551 | -1.99807 |
mixture | -26.498937 | -0.42089 | -0.572484 |
speech | -29.020683 | -7.860371 | -7.877342 |
music | -30.249297 | -12.608474 | -12.608357 |
sfx_fg | -30.561009 | -1.984625 | -2.927923 |
sfx_bg | -55.326004 | -28.126817 | -28.163637 |
mixture | -27.335679 | -1.274609 | -2.20982 |
speech | -25.366157 | -4.331663 | -4.345196 |
music | -30.581898 | -13.018669 | -13.034284 |
sfx_fg | -45.282557 | -20.750664 | -20.812885 |
sfx_bg | -38.738022 | -4.961929 | -5.842063 |
mixture | -25.797478 | -3.324579 | -3.366771 |
speech | -31.639094 | -11.206887 | -11.211185 |
music | -25.582723 | -2.38604 | -3.556938 |
sfx_fg | -29.911125 | -1.990783 | -2.033549 |
sfx_bg | -50.441295 | -24.564362 | -24.569858 |
mixture | -25.710581 | -0.164257 | -0.205485 |
speech | -26.032431 | -3.660999 | -3.6611 |
music | -42.247091 | -19.673737 | -19.673764 |
sfx_fg | -35.028959 | -2.000772 | -3.778371 |
sfx_bg | -38.742997 | -4.305936 | -4.344686 |
mixture | -26.827097 | -1.961496 | -2.554807 |
speech | -25.452875 | -4.264936 | -4.278141 |
music | -33.74195 | -19.937661 | -19.938538 |
sfx_fg | -34.850483 | -2.493568 | -3.008272 |
sfx_bg | -28.099003 | -2.052514 | -2.053661 |
mixture | -25.42793 | -1.518358 | -1.517524 |
speech | -35.590345 | -10.935647 | -10.935625 |
music | -32.810736 | -11.025253 | -11.030149 |
sfx_fg | -26.559992 | -1.986891 | -2.008045 |
sfx_bg | -55.379071 | -23.69921 | -24.148035 |
mixture | -26.575053 | -1.969245 | -1.993428 |
speech | -31.828264 | -11.82504 | -11.836788 |
music | -24.754 | -4.662072 | -4.906926 |
sfx_fg | -36.900583 | -3.244747 | -3.882428 |
sfx_bg | -38.79248 | -5.370456 | -5.491756 |
mixture | -27.044783 | -3.230034 | -3.490814 |
speech | -24.181016 | -3.716389 | -3.716399 |
music | -34.272246 | -14.055329 | -14.056048 |
sfx_fg | -29.07564 | -3.688289 | -4.055841 |
sfx_bg | -33.228136 | -1.98204 | -2.095733 |
mixture | -26.367634 | -1.635978 | -1.744326 |
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