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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 ({'start_seconds', 'length_seconds', 'submix_lufs_target', 'lufs', 'segment_start_sample', 'submix_lufs', 'start_sample', 'file', 'length_sample', 'end_seconds'}) and 4 missing columns ({'true_peak', 'loudness_integrated', 'naive_peak', 'Unnamed: 0'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-dra/manifest/train/000000/music.csv (at revision 1c93997e17fd69e46c650bfef78b7c7389220acc)
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 ({'start_seconds', 'length_seconds', 'submix_lufs_target', 'lufs', 'segment_start_sample', 'submix_lufs', 'start_sample', 'file', 'length_sample', 'end_seconds'}) and 4 missing columns ({'true_peak', 'loudness_integrated', 'naive_peak', 'Unnamed: 0'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-dra/manifest/train/000000/music.csv (at revision 1c93997e17fd69e46c650bfef78b7c7389220acc)
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 | -29.185868 | -8.331858 | -8.40891 |
music | -33.227046 | -13.598003 | -13.597848 |
sfx_fg | -28.231364 | -5.881821 | -5.881765 |
sfx_bg | -39.195784 | -15.745575 | -16.885362 |
mixture | -28.058551 | -6.247959 | -6.247625 |
speech | -29.388863 | -10.045001 | -10.044675 |
music | -30.598034 | -10.669661 | -10.6781 |
sfx_fg | -41.018683 | -12.373684 | -12.756127 |
sfx_bg | -53.412598 | -25.51703 | -25.515733 |
mixture | -29.076611 | -8.066963 | -8.082155 |
speech | -26.215731 | -8.929896 | -8.930097 |
music | -39.400223 | -26.608159 | -26.741556 |
sfx_fg | -30.75692 | -1.976115 | -2.056776 |
sfx_bg | -49.197618 | -15.119167 | -15.188926 |
mixture | -26.965439 | -1.954162 | -2.034814 |
speech | -28.305624 | -4.068512 | -4.079588 |
music | -30.902449 | -7.125276 | -7.125231 |
sfx_fg | -25.827063 | -1.999253 | -1.999584 |
sfx_bg | -42.039439 | -16.773922 | -17.104314 |
mixture | -25.295207 | -1.46132 | -1.470209 |
speech | -27.510129 | -7.077044 | -7.118752 |
music | -34.765173 | -10.480886 | -10.579237 |
sfx_fg | -26.814233 | -2.000116 | -2.200165 |
sfx_bg | -43.450187 | -13.292868 | -13.572113 |
mixture | -25.834908 | -1.412416 | -2.899662 |
speech | -32.167111 | -10.07055 | -10.088484 |
music | -32.96167 | -14.508286 | -14.527657 |
sfx_fg | -29.355079 | -7.345865 | -7.763456 |
sfx_bg | -30.873153 | -1.99177 | -1.99741 |
mixture | -26.627025 | -1.839904 | -1.846728 |
speech | -26.675507 | -5.686882 | -5.686609 |
music | -34.374545 | -15.108278 | -15.11435 |
sfx_fg | -29.293186 | -6.911158 | -6.910738 |
sfx_bg | -55.350874 | -25.842407 | -25.842987 |
mixture | -26.451929 | -4.91472 | -4.942141 |
speech | -29.24092 | -10.814534 | -10.833044 |
music | -31.347041 | -12.940335 | -12.940447 |
sfx_fg | -24.980593 | -3.970629 | -3.955049 |
sfx_bg | -39.013052 | -13.058524 | -13.586384 |
mixture | -25.251234 | -4.025221 | -4.011663 |
speech | -35.961226 | -16.381106 | -16.392505 |
music | -27.763772 | -4.943609 | -5.097925 |
sfx_fg | -35.199813 | -5.456179 | -5.454992 |
sfx_bg | -48.683553 | -14.093693 | -14.463807 |
mixture | -27.287502 | -4.876958 | -4.953641 |
speech | -26.443274 | -7.029179 | -7.038193 |
music | -37.16171 | -16.138299 | -16.140488 |
sfx_fg | -30.529221 | -1.957425 | -1.999925 |
sfx_bg | -49.097692 | -27.542838 | -27.545383 |
mixture | -26.496121 | -1.670057 | -1.672786 |
speech | -27.481552 | -7.255415 | -7.256079 |
music | -48.838872 | -28.204553 | -28.207612 |
sfx_fg | -41.071662 | -11.374979 | -11.326558 |
sfx_bg | -52.40561 | -22.031103 | -23.298423 |
mixture | -27.988248 | -7.292853 | -7.295421 |
speech | -30.584678 | -11.731213 | -11.737898 |
music | -43.973607 | -24.251102 | -24.251311 |
sfx_fg | -37.880591 | -4.387343 | -4.385144 |
sfx_bg | -27.054894 | -1.827797 | -1.966542 |
mixture | -26.524048 | -1.246106 | -1.316321 |
speech | -28.598845 | -10.172165 | -10.177368 |
music | -29.839882 | -12.202294 | -12.202256 |
sfx_fg | -30.104229 | -1.984565 | -2.707957 |
sfx_bg | -54.934735 | -27.732474 | -27.768064 |
mixture | -27.361233 | -1.241412 | -2.176595 |
speech | -25.913544 | -6.786873 | -6.787697 |
music | -30.920796 | -13.358915 | -13.374269 |
sfx_fg | -48.074648 | -23.94157 | -24.004834 |
sfx_bg | -39.049413 | -5.266806 | -6.146996 |
mixture | -25.72805 | -4.01224 | -4.755431 |
speech | -33.182766 | -15.255798 | -15.256304 |
music | -26.134785 | -2.916201 | -4.087255 |
sfx_fg | -30.426682 | -1.988497 | -2.023402 |
sfx_bg | -50.915365 | -25.089087 | -25.094879 |
mixture | -26.128598 | -0.450926 | -0.497276 |
speech | -26.551262 | -5.685969 | -5.687908 |
music | -42.698102 | -20.123906 | -20.123862 |
sfx_fg | -35.509931 | -2.000723 | -3.77869 |
sfx_bg | -39.197802 | -4.752391 | -4.791149 |
mixture | -26.75409 | -1.973448 | -3.7498 |
speech | -26.014938 | -4.652137 | -4.661688 |
music | -34.561015 | -20.751028 | -20.751453 |
sfx_fg | -35.659887 | -3.30358 | -3.818099 |
sfx_bg | -28.866157 | -2.833647 | -2.834723 |
mixture | -25.737306 | -2.301094 | -2.300203 |
speech | -35.765782 | -15.541286 | -15.545402 |
music | -33.006208 | -11.109387 | -11.114408 |
sfx_fg | -26.588575 | -1.977387 | -2.00808 |
sfx_bg | -55.416121 | -23.739749 | -24.186993 |
mixture | -26.533077 | -1.906503 | -1.916073 |
speech | -32.267239 | -12.488717 | -12.488911 |
music | -25.153627 | -5.061818 | -5.306726 |
sfx_fg | -37.253414 | -3.476002 | -3.884539 |
sfx_bg | -39.195303 | -5.770329 | -5.891548 |
mixture | -27.072554 | -3.580532 | -3.788548 |
speech | -25.455786 | -6.414691 | -6.435722 |
music | -34.861836 | -14.645729 | -14.646823 |
sfx_fg | -29.65605 | -4.268504 | -4.636308 |
sfx_bg | -33.82764 | -1.865746 | -2.077649 |
mixture | -26.419395 | -1.457745 | -1.656743 |
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