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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 ({'submix_lufs', 'start_seconds', 'file', 'segment_start_sample', 'end_seconds', 'length_seconds', 'start_sample', 'lufs', 'submix_lufs_target', 'length_sample'}) and 4 missing columns ({'loudness_integrated', 'naive_peak', 'Unnamed: 0', 'true_peak'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-deu/manifest/train/000000/music.csv (at revision 192e1a11308dd92f8d6ae96e50033932d43aace3)
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 ({'submix_lufs', 'start_seconds', 'file', 'segment_start_sample', 'end_seconds', 'length_seconds', 'start_sample', 'lufs', 'submix_lufs_target', 'length_sample'}) and 4 missing columns ({'loudness_integrated', 'naive_peak', 'Unnamed: 0', 'true_peak'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-deu/manifest/train/000000/music.csv (at revision 192e1a11308dd92f8d6ae96e50033932d43aace3)
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 | -30.344434 | -9.862966 | -9.867586 |
music | -33.548344 | -13.917749 | -13.917844 |
sfx_fg | -28.52808 | -6.172109 | -6.171939 |
sfx_bg | -39.523255 | -16.074362 | -17.212988 |
mixture | -28.345964 | -5.672392 | -5.67314 |
speech | -30.765937 | -10.383903 | -10.390785 |
music | -31.921839 | -12.008826 | -12.017399 |
sfx_fg | -42.288812 | -13.633688 | -14.016279 |
sfx_bg | -54.743711 | -26.893466 | -26.892749 |
mixture | -28.956572 | -9.663548 | -9.664414 |
speech | -27.673813 | -4.888611 | -4.899082 |
music | -40.718557 | -27.932442 | -28.063368 |
sfx_fg | -32.229784 | -1.995843 | -2.281651 |
sfx_bg | -50.452859 | -16.383853 | -16.454452 |
mixture | -26.83816 | -2.020106 | -2.053552 |
speech | -29.148716 | -5.714914 | -5.742167 |
music | -31.302672 | -7.525637 | -7.525589 |
sfx_fg | -26.273695 | -2.082134 | -2.082505 |
sfx_bg | -42.446477 | -17.174951 | -17.504299 |
mixture | -25.334764 | -1.215138 | -1.22547 |
speech | -27.557105 | -7.301457 | -7.314499 |
music | -35.229332 | -10.94911 | -11.047224 |
sfx_fg | -27.277207 | -2.00022 | -2.202258 |
sfx_bg | -43.930647 | -13.777466 | -14.056829 |
mixture | -25.750006 | -1.843605 | -1.973381 |
speech | -31.578472 | -9.549625 | -9.570728 |
music | -33.00607 | -14.548203 | -14.567437 |
sfx_fg | -29.425591 | -7.41656 | -7.834372 |
sfx_bg | -30.923803 | -1.991716 | -1.997381 |
mixture | -26.179103 | -1.848468 | -1.856476 |
speech | -26.815922 | -4.85224 | -4.880491 |
music | -34.95792 | -15.688492 | -15.695463 |
sfx_fg | -29.880274 | -7.498844 | -7.498268 |
sfx_bg | -55.79989 | -26.379597 | -26.381353 |
mixture | -26.41507 | -4.990174 | -4.999941 |
speech | -29.943337 | -5.710171 | -6.121024 |
music | -32.136323 | -13.729402 | -13.729275 |
sfx_fg | -25.778579 | -4.770663 | -4.755177 |
sfx_bg | -39.811109 | -13.855242 | -14.383 |
mixture | -25.471956 | -4.185531 | -4.171052 |
speech | -35.662643 | -15.515818 | -15.546869 |
music | -28.00587 | -5.172245 | -5.333606 |
sfx_fg | -35.421374 | -5.67966 | -5.678496 |
sfx_bg | -48.905679 | -14.318542 | -14.688685 |
mixture | -27.526233 | -4.695232 | -4.695105 |
speech | -26.375035 | -5.233296 | -5.233301 |
music | -37.179899 | -16.14823 | -16.150666 |
sfx_fg | -30.54093 | -1.957381 | -1.999902 |
sfx_bg | -49.113766 | -27.559798 | -27.562575 |
mixture | -25.969447 | -0.050176 | -0.054427 |
speech | -27.167409 | -5.379932 | -5.380223 |
music | -49.425958 | -28.799747 | -28.80257 |
sfx_fg | -41.65013 | -11.949154 | -11.900702 |
sfx_bg | -52.752459 | -22.508189 | -23.774007 |
mixture | -27.168018 | -5.386373 | -5.386579 |
speech | -29.207461 | -9.977198 | -9.978466 |
music | -43.675687 | -23.989263 | -23.989974 |
sfx_fg | -37.649049 | -4.157102 | -4.154909 |
sfx_bg | -26.817122 | -1.816295 | -1.995542 |
mixture | -26.049142 | -0.769426 | -0.934378 |
speech | -29.810847 | -7.101984 | -7.117302 |
music | -30.675205 | -13.03381 | -13.033626 |
sfx_fg | -30.950004 | -1.98463 | -2.927917 |
sfx_bg | -55.752342 | -28.548223 | -28.585021 |
mixture | -27.513463 | -1.3147 | -2.252959 |
speech | -26.955017 | -6.53688 | -6.542806 |
music | -31.892466 | -14.328554 | -14.343804 |
sfx_fg | -48.90152 | -24.652942 | -24.716383 |
sfx_bg | -39.889323 | -6.05896 | -6.939078 |
mixture | -26.300244 | -5.572277 | -5.589096 |
speech | -32.686858 | -9.624827 | -9.626192 |
music | -26.027682 | -2.835071 | -4.006117 |
sfx_fg | -30.313073 | -1.989171 | -2.008564 |
sfx_bg | -50.786521 | -24.960978 | -24.964801 |
mixture | -26.122089 | -0.184686 | -0.239852 |
speech | -27.032882 | -8.21658 | -8.220298 |
music | -43.147887 | -20.573014 | -20.572819 |
sfx_fg | -35.901749 | -2.000881 | -3.77841 |
sfx_bg | -39.634636 | -5.197416 | -5.236128 |
mixture | -26.932258 | -1.969118 | -3.743829 |
speech | -26.226884 | -4.51497 | -4.924819 |
music | -34.48717 | -20.668178 | -20.668714 |
sfx_fg | -35.589651 | -3.233397 | -3.74799 |
sfx_bg | -28.810778 | -2.769768 | -2.770982 |
mixture | -24.81444 | -2.360844 | -2.359934 |
speech | -35.590939 | -12.731276 | -12.805493 |
music | -32.914624 | -11.129361 | -11.134286 |
sfx_fg | -26.658615 | -1.998477 | -2.008063 |
sfx_bg | -55.476646 | -23.795329 | -24.244108 |
mixture | -26.650213 | -1.921177 | -1.932398 |
speech | -33.017039 | -6.830218 | -6.84639 |
music | -25.787582 | -5.675562 | -5.920475 |
sfx_fg | -37.832184 | -3.778744 | -3.946987 |
sfx_bg | -39.802256 | -6.38003 | -6.501433 |
mixture | -27.502162 | -3.771374 | -3.945599 |
speech | -27.95678 | -5.505914 | -5.520891 |
music | -37.151994 | -16.935966 | -16.936707 |
sfx_fg | -31.980535 | -6.604768 | -6.972211 |
sfx_bg | -36.084913 | -1.892626 | -2.124964 |
mixture | -27.240154 | -1.572605 | -1.793933 |
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