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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 ({'lufs', 'length_sample', 'segment_start_sample', 'submix_lufs', 'start_seconds', 'length_seconds', 'file', 'submix_lufs_target', 'start_sample', 'end_seconds'}) and 4 missing columns ({'Unnamed: 0', 'naive_peak', 'true_peak', 'loudness_integrated'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-eus/manifest/test/000000/music.csv (at revision 0f217c896053c2f8527883342dcb4b5f092800b9)
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 ({'lufs', 'length_sample', 'segment_start_sample', 'submix_lufs', 'start_seconds', 'length_seconds', 'file', 'submix_lufs_target', 'start_sample', 'end_seconds'}) and 4 missing columns ({'Unnamed: 0', 'naive_peak', 'true_peak', 'loudness_integrated'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-eus/manifest/test/000000/music.csv (at revision 0f217c896053c2f8527883342dcb4b5f092800b9)
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 | -24.684113 | -5.43031 | -5.496593 |
music | -35.369833 | -17.398563 | -17.398518 |
sfx_fg | -29.530983 | -1.994032 | -1.998592 |
sfx_bg | -41.78855 | -9.024433 | -9.022877 |
mixture | -25.356855 | -0.317248 | -0.401238 |
speech | -33.825003 | -11.868505 | -11.927903 |
music | -35.548891 | -13.336114 | -13.343939 |
sfx_fg | -29.223002 | -1.881195 | -1.986195 |
sfx_bg | -53.398887 | -24.526129 | -24.547537 |
mixture | -28.991987 | -1.075969 | -1.141044 |
speech | -27.15174 | -5.520971 | -5.568349 |
music | -35.414356 | -15.767138 | -15.771482 |
sfx_fg | -27.790845 | -6.262378 | -6.705517 |
sfx_bg | -37.886447 | -2.002248 | -2.026208 |
mixture | -25.847327 | -2.108632 | -2.52864 |
speech | -30.871814 | -10.850206 | -10.85033 |
music | -24.988031 | -7.622268 | -7.625448 |
sfx_fg | -32.486446 | -11.429865 | -11.42786 |
sfx_bg | -42.832252 | -11.271368 | -11.629845 |
mixture | -24.405962 | -6.460493 | -6.466972 |
speech | -32.162849 | -13.995528 | -14.02774 |
music | -27.71853 | -9.346605 | -9.364242 |
sfx_fg | -29.406302 | -2.997228 | -2.998468 |
sfx_bg | -34.586886 | -9.684508 | -9.99457 |
mixture | -25.530782 | -2.462494 | -2.463717 |
speech | -33.177915 | -11.981981 | -12.02456 |
music | -39.236102 | -20.096348 | -20.096646 |
sfx_fg | -29.445266 | -3.390438 | -4.035284 |
sfx_bg | -28.917451 | -7.807845 | -7.816581 |
mixture | -26.832101 | -3.200477 | -3.396283 |
speech | -31.084358 | -11.829374 | -11.834801 |
music | -32.510503 | -12.576519 | -12.576502 |
sfx_fg | -26.829843 | -1.96665 | -1.993581 |
sfx_bg | -38.964297 | -2.340328 | -3.469673 |
mixture | -25.903901 | -1.827772 | -1.830114 |
speech | -28.851408 | -5.47315 | -5.473807 |
music | -33.625492 | -17.276437 | -17.276734 |
sfx_fg | -29.440797 | -1.861653 | -1.974486 |
sfx_bg | -37.558227 | -6.988948 | -7.180818 |
mixture | -27.722804 | -1.239051 | -1.307608 |
speech | -29.498317 | -9.261743 | -9.271869 |
music | -43.110395 | -23.644576 | -23.644167 |
sfx_fg | -29.380594 | -2.928369 | -3.063998 |
sfx_bg | -44.444927 | -7.406424 | -7.587476 |
mixture | -27.67814 | -2.251287 | -2.374737 |
speech | -22.209648 | -1.996229 | -1.99712 |
music | -38.807101 | -20.576353 | -20.578692 |
sfx_fg | -35.145253 | -2.005104 | -2.494068 |
sfx_bg | -50.147516 | -19.415865 | -19.598291 |
mixture | -23.102232 | -1.633156 | -1.633124 |
speech | -26.512399 | -5.249065 | -5.251114 |
music | -34.106382 | -13.454902 | -13.454372 |
sfx_fg | -30.363283 | -1.939215 | -1.977598 |
sfx_bg | -30.392439 | -2.690368 | -3.063692 |
mixture | -25.850239 | -0.451147 | -0.906637 |
speech | -25.00736 | -6.392873 | -6.395215 |
music | -47.274084 | -29.700708 | -29.70307 |
sfx_fg | -28.975499 | -1.985448 | -1.999711 |
sfx_bg | -49.15153 | -21.307977 | -21.360721 |
mixture | -25.056503 | -1.981396 | -1.99973 |
speech | -29.770273 | -10.572795 | -10.593219 |
music | -28.039368 | -8.0912 | -8.091256 |
sfx_fg | -29.839475 | -1.979795 | -1.995988 |
sfx_bg | -45.700553 | -16.424089 | -16.574973 |
mixture | -26.074895 | -1.157314 | -1.166524 |
speech | -25.326967 | -4.140634 | -4.147182 |
music | -32.647865 | -8.324494 | -8.506945 |
sfx_fg | -31.635078 | -1.944422 | -1.991446 |
sfx_bg | -33.195039 | -2.000166 | -2.000118 |
mixture | -26.681817 | -0.694859 | -0.692969 |
speech | -25.273971 | -5.569981 | -5.569476 |
music | -32.974762 | -15.866899 | -15.866179 |
sfx_fg | -30.499866 | -2.588415 | -2.591237 |
sfx_bg | -33.689631 | -4.031285 | -3.910657 |
mixture | -25.996104 | -2.057918 | -2.060417 |
speech | -30.382509 | -10.507656 | -10.5196 |
music | -32.706066 | -13.67853 | -13.853345 |
sfx_fg | -26.310922 | -1.962344 | -1.99975 |
sfx_bg | -45.333304 | -14.825289 | -14.882251 |
mixture | -27.577243 | -1.200181 | -1.199794 |
speech | -24.72923 | -2.971838 | -2.995512 |
music | -28.595598 | -9.636509 | -9.638509 |
sfx_fg | -33.97321 | -3.245194 | -3.290597 |
sfx_bg | -35.212782 | -2.190792 | -2.805511 |
mixture | -25.243779 | -1.712359 | -2.244714 |
speech | -26.678684 | -5.13006 | -5.129937 |
music | -31.709391 | -14.509054 | -14.510919 |
sfx_fg | -45.340283 | -18.574009 | -18.585102 |
sfx_bg | -35.549933 | -13.20415 | -13.258746 |
mixture | -27.159207 | -5.002086 | -5.005668 |
speech | -25.809768 | -4.7645 | -4.77566 |
music | -33.093547 | -15.407049 | -15.43831 |
sfx_fg | -39.137105 | -6.258766 | -6.267062 |
sfx_bg | -50.387147 | -15.94026 | -17.717008 |
mixture | -26.859295 | -4.736838 | -4.749899 |
speech | -28.653868 | -9.235857 | -9.246804 |
music | -27.272237 | -8.833708 | -8.834893 |
sfx_fg | -34.617756 | -1.904916 | -2.495687 |
sfx_bg | -35.078382 | -3.312775 | -3.379183 |
mixture | -25.67266 | -1.898968 | -2.489251 |
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