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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 ({'file', 'length_seconds', 'start_sample', 'segment_start_sample', 'length_sample', 'submix_lufs', 'lufs', 'start_seconds', 'submix_lufs_target', 'end_seconds'}) and 4 missing columns ({'naive_peak', 'loudness_integrated', 'true_peak', 'Unnamed: 0'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-fra/manifest/train/000000/music.csv (at revision ae9096860570734fa8bcdc37c26cdbfd9d911377)
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 ({'file', 'length_seconds', 'start_sample', 'segment_start_sample', 'length_sample', 'submix_lufs', 'lufs', 'start_seconds', 'submix_lufs_target', 'end_seconds'}) and 4 missing columns ({'naive_peak', 'loudness_integrated', 'true_peak', 'Unnamed: 0'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-fra/manifest/train/000000/music.csv (at revision ae9096860570734fa8bcdc37c26cdbfd9d911377)
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 | -30.180413 | -11.415121 | -11.437678 |
music | -33.770253 | -14.147616 | -14.147648 |
sfx_fg | -28.751514 | -6.425603 | -6.425564 |
sfx_bg | -39.785103 | -16.336125 | -17.474583 |
mixture | -28.146416 | -6.232228 | -6.232145 |
speech | -30.687421 | -9.48098 | -9.480981 |
music | -31.744273 | -11.819547 | -11.828275 |
sfx_fg | -42.125778 | -13.464024 | -13.846558 |
sfx_bg | -54.554456 | -26.701482 | -26.699321 |
mixture | -29.383977 | -8.962803 | -8.96302 |
speech | -27.282874 | -6.438971 | -6.787399 |
music | -40.32751 | -27.536513 | -27.667687 |
sfx_fg | -31.818454 | -1.995845 | -2.281448 |
sfx_bg | -50.105152 | -16.033875 | -16.103576 |
mixture | -26.956844 | -1.014776 | -1.2615 |
speech | -29.894665 | -4.736279 | -4.741274 |
music | -31.233689 | -7.455854 | -7.455794 |
sfx_fg | -26.189662 | -2.052323 | -2.052685 |
sfx_bg | -42.367156 | -17.095142 | -17.424465 |
mixture | -25.602674 | -1.328202 | -1.335504 |
speech | -27.286035 | -4.579465 | -4.579455 |
music | -35.108921 | -10.827772 | -10.926295 |
sfx_fg | -27.170885 | -2.000161 | -2.201907 |
sfx_bg | -43.825372 | -13.684304 | -13.963723 |
mixture | -25.754478 | -1.627484 | -2.188353 |
speech | -31.917964 | -12.126932 | -12.126828 |
music | -33.152868 | -14.698852 | -14.718039 |
sfx_fg | -29.553629 | -7.546396 | -7.964205 |
sfx_bg | -31.053015 | -1.991733 | -1.997394 |
mixture | -26.49871 | -1.842745 | -1.849557 |
speech | -26.627424 | -6.321264 | -6.32528 |
music | -34.866335 | -15.599574 | -15.605472 |
sfx_fg | -29.782181 | -7.401977 | -7.401554 |
sfx_bg | -55.815275 | -26.386844 | -26.386678 |
mixture | -26.014077 | -5.665061 | -5.687283 |
speech | -29.440439 | -9.00394 | -9.013767 |
music | -31.707916 | -13.320168 | -13.320003 |
sfx_fg | -25.343153 | -4.330617 | -4.315122 |
sfx_bg | -39.381568 | -13.428833 | -13.957075 |
mixture | -25.137433 | -4.411677 | -4.400968 |
speech | -37.370919 | -13.349212 | -13.353437 |
music | -28.005278 | -5.17125 | -5.332373 |
sfx_fg | -35.421093 | -5.679064 | -5.677916 |
sfx_bg | -48.895641 | -14.307381 | -14.677412 |
mixture | -27.554814 | -4.870608 | -5.020291 |
speech | -26.120985 | -1.999827 | -2.104579 |
music | -36.856663 | -15.82784 | -15.829811 |
sfx_fg | -30.181639 | -1.957423 | -1.999912 |
sfx_bg | -48.765134 | -27.211632 | -27.214983 |
mixture | -25.983979 | 0.368663 | 0.368718 |
speech | -26.562693 | -4.436753 | -4.465481 |
music | -49.187794 | -28.566195 | -28.569392 |
sfx_fg | -41.402617 | -11.69678 | -11.648082 |
sfx_bg | -52.629628 | -22.316407 | -23.583519 |
mixture | -26.661217 | -4.458385 | -4.486531 |
speech | -30.194087 | -10.588084 | -10.595403 |
music | -44.312589 | -24.642896 | -24.64326 |
sfx_fg | -38.216685 | -4.70721 | -4.705001 |
sfx_bg | -27.42 | -1.928386 | -1.998075 |
mixture | -26.346668 | -1.089639 | -1.178416 |
speech | -29.301728 | -9.719894 | -9.72581 |
music | -29.905164 | -12.266844 | -12.266785 |
sfx_fg | -30.148293 | -1.984567 | -2.748438 |
sfx_bg | -54.994942 | -27.804749 | -27.841322 |
mixture | -27.497342 | -1.582299 | -2.335629 |
speech | -25.844296 | -6.161076 | -6.179883 |
music | -30.772071 | -13.208906 | -13.223776 |
sfx_fg | -47.860263 | -23.733459 | -23.796494 |
sfx_bg | -38.858826 | -5.060314 | -5.940507 |
mixture | -25.387718 | -5.354654 | -5.386067 |
speech | -33.184639 | -8.577921 | -8.5869 |
music | -26.034981 | -2.835464 | -4.006521 |
sfx_fg | -30.297171 | -1.989016 | -2.013468 |
sfx_bg | -50.831803 | -25.003444 | -25.009181 |
mixture | -26.403195 | -0.498487 | -0.545642 |
speech | -26.961071 | -7.500647 | -7.520527 |
music | -43.207649 | -20.633028 | -20.632958 |
sfx_fg | -35.97208 | -2.000959 | -3.777433 |
sfx_bg | -39.690911 | -5.24862 | -5.287405 |
mixture | -26.756832 | -2.136361 | -3.848914 |
speech | -27.95518 | -4.162041 | -4.174315 |
music | -36.22557 | -22.360185 | -22.360718 |
sfx_fg | -37.250424 | -4.893245 | -5.407828 |
sfx_bg | -30.454205 | -4.430866 | -4.43203 |
mixture | -26.321698 | -3.895887 | -3.895045 |
speech | -35.411301 | -16.957094 | -16.956933 |
music | -33.349256 | -11.452459 | -11.457045 |
sfx_fg | -26.927128 | -1.990428 | -2.002161 |
sfx_bg | -55.748178 | -24.07026 | -24.513584 |
mixture | -26.709472 | -1.936844 | -1.946446 |
speech | -31.581215 | -11.091251 | -11.106564 |
music | -24.56358 | -4.451389 | -4.696291 |
sfx_fg | -36.719393 | -3.086879 | -3.846438 |
sfx_bg | -38.580462 | -5.160358 | -5.281554 |
mixture | -26.81995 | -2.634426 | -3.351823 |
speech | -26.365319 | -4.089246 | -4.08925 |
music | -35.952113 | -15.735153 | -15.735545 |
sfx_fg | -30.784289 | -5.411549 | -5.77924 |
sfx_bg | -34.911274 | -1.89248 | -2.124675 |
mixture | -26.893255 | -1.538864 | -1.759449 |
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