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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 17 new columns ({'acousticness', 'instrumentalness', 'duration_ms', 'popularity', 'energy', 'track_id', 'name', 'artists', 'time_signature', 'valence', 'danceability', 'tempo', 'loudness', 'mode', 'liveness', 'key', 'speechiness'}) and 21 missing columns ({'loudness_Max', 'danceability_Min', 'valence_Max', 'loudness_Min', 'energy_Max', 'acousticness_Min', 'danceability_Max', 'liveness_Min', 'mode_Max', 'valence_Min', 'acousticness_Max', 'tempo_Min', 'tempo_Max', 'energy_Min', 'instrumentalness_Max', 'speechiness_Max', 'liveness_Max', 'speechiness_Min', 'instrumentalness_Min', 'mode_Min', 'Emotion'}).
This happened while the csv dataset builder was generating data using
hf://datasets/yarlspace/forMusic/MusicsUpdated.csv (at revision f1a7f1cadc3cd5d849b1e7906b4678d4eff089ea)
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
track_id: string
artists: string
name: string
duration_ms: int64
danceability: double
energy: double
key: int64
loudness: double
mode: int64
speechiness: double
acousticness: double
instrumentalness: double
liveness: double
valence: double
tempo: double
time_signature: int64
popularity: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2253
to
{'Emotion': Value(dtype='string', id=None), 'danceability_Min': Value(dtype='float64', id=None), 'danceability_Max': Value(dtype='float64', id=None), 'energy_Min': Value(dtype='float64', id=None), 'energy_Max': Value(dtype='float64', id=None), 'valence_Min': Value(dtype='float64', id=None), 'valence_Max': Value(dtype='float64', id=None), 'tempo_Min': Value(dtype='int64', id=None), 'tempo_Max': Value(dtype='int64', id=None), 'loudness_Min': Value(dtype='int64', id=None), 'loudness_Max': Value(dtype='int64', id=None), 'mode_Min': Value(dtype='int64', id=None), 'mode_Max': Value(dtype='int64', id=None), 'speechiness_Min': Value(dtype='float64', id=None), 'speechiness_Max': Value(dtype='float64', id=None), 'acousticness_Min': Value(dtype='float64', id=None), 'acousticness_Max': Value(dtype='float64', id=None), 'instrumentalness_Min': Value(dtype='float64', id=None), 'instrumentalness_Max': Value(dtype='float64', id=None), 'liveness_Min': Value(dtype='float64', id=None), 'liveness_Max': Value(dtype='float64', id=None)}
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 1436, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1053, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, 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 17 new columns ({'acousticness', 'instrumentalness', 'duration_ms', 'popularity', 'energy', 'track_id', 'name', 'artists', 'time_signature', 'valence', 'danceability', 'tempo', 'loudness', 'mode', 'liveness', 'key', 'speechiness'}) and 21 missing columns ({'loudness_Max', 'danceability_Min', 'valence_Max', 'loudness_Min', 'energy_Max', 'acousticness_Min', 'danceability_Max', 'liveness_Min', 'mode_Max', 'valence_Min', 'acousticness_Max', 'tempo_Min', 'tempo_Max', 'energy_Min', 'instrumentalness_Max', 'speechiness_Max', 'liveness_Max', 'speechiness_Min', 'instrumentalness_Min', 'mode_Min', 'Emotion'}).
This happened while the csv dataset builder was generating data using
hf://datasets/yarlspace/forMusic/MusicsUpdated.csv (at revision f1a7f1cadc3cd5d849b1e7906b4678d4eff089ea)
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.
Emotion string | danceability_Min float64 | danceability_Max float64 | energy_Min float64 | energy_Max float64 | valence_Min float64 | valence_Max float64 | tempo_Min int64 | tempo_Max int64 | loudness_Min int64 | loudness_Max int64 | mode_Min int64 | mode_Max int64 | speechiness_Min float64 | speechiness_Max float64 | acousticness_Min float64 | acousticness_Max float64 | instrumentalness_Min float64 | instrumentalness_Max float64 | liveness_Min float64 | liveness_Max float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
suspicion | 0.1 | 0.4 | 0.15 | 0.45 | 0.1 | 0.35 | 60 | 110 | -22 | -10 | 0 | 0 | 0 | 0.33 | 0.2 | 0.8 | 0.4 | 1 | 0 | 1 |
disappointment | 0.1 | 0.4 | 0.15 | 0.4 | 0.05 | 0.3 | 60 | 100 | -22 | -10 | 0 | 0 | 0 | 0.33 | 0.4 | 0.95 | 0 | 1 | 0 | 1 |
hope | 0.25 | 0.65 | 0.3 | 0.65 | 0.55 | 0.9 | 80 | 125 | -17 | -6 | 0 | 1 | 0 | 0.33 | 0.3 | 0.9 | 0 | 1 | 0 | 1 |
curiosity | 0.3 | 0.7 | 0.4 | 0.75 | 0.3 | 0.7 | 80 | 130 | -18 | -7 | 0 | 1 | 0 | 0.33 | 0.1 | 0.7 | 0.4 | 1 | 0 | 1 |
amusement | 0.65 | 0.9 | 0.6 | 0.85 | 0.7 | 1 | 110 | 140 | -10 | -3 | 1 | 1 | 0.05 | 0.4 | 0 | 1 | 0 | 1 | 0 | 1 |
realization | 0.2 | 0.6 | 0.25 | 0.65 | 0.25 | 0.7 | 60 | 120 | -20 | -8 | 0 | 1 | 0 | 0.33 | 0.3 | 0.9 | 0.3 | 0.9 | 0 | 1 |
shame | 0.15 | 0.45 | 0.2 | 0.45 | 0.1 | 0.3 | 65 | 105 | -21 | -10 | 0 | 0 | 0 | 0.25 | 0 | 1 | 0 | 1 | 0 | 1 |
reassurance | 0.2 | 0.6 | 0.25 | 0.6 | 0.65 | 0.95 | 70 | 120 | -18 | -7 | 1 | 1 | 0 | 0.33 | 0.4 | 1 | 0 | 1 | 0 | 1 |
envy | 0.2 | 0.6 | 0.35 | 0.75 | 0.1 | 0.4 | 70 | 140 | -17 | -7 | 0 | 0 | 0.03 | 0.45 | 0 | 1 | 0 | 1 | 0 | 1 |
disgust | 0.1 | 0.4 | 0.25 | 0.6 | 0 | 0.15 | 70 | 130 | -19 | -8 | 0 | 0 | 0 | 0.3 | 0 | 1 | 0 | 1 | 0 | 1 |
fear | 0.15 | 0.45 | 0.4 | 0.75 | 0 | 0.25 | 70 | 150 | -19 | -7 | 0 | 0 | 0 | 0.33 | 0.1 | 0.8 | 0.2 | 0.9 | 0 | 1 |
concern | 0 | 1 | 0 | 1 | 0 | 1 | 50 | 200 | -60 | 0 | 0 | 1 | 0 | 0.33 | 0 | 1 | 0 | 1 | 0 | 1 |
discomfort | 0.1 | 0.4 | 0.2 | 0.5 | 0.1 | 0.3 | 60 | 110 | -20 | -9 | 0 | 0 | 0 | 0.33 | 0.3 | 0.9 | 0 | 1 | 0 | 1 |
frustration | 0.25 | 0.6 | 0.65 | 0.9 | 0.05 | 0.3 | 110 | 170 | -11 | -2 | 0 | 0 | 0 | 0.33 | 0 | 1 | 0 | 1 | 0 | 1 |
creativity | 0.2 | 0.75 | 0.3 | 0.8 | 0.3 | 0.85 | 70 | 150 | -16 | -5 | 0 | 1 | 0 | 0.33 | 0.05 | 0.75 | 0.2 | 0.9 | 0 | 1 |
contentment | 0.2 | 0.6 | 0.2 | 0.55 | 0.7 | 1 | 70 | 115 | -20 | -9 | 1 | 1 | 0 | 0.15 | 0.5 | 1 | 0.1 | 0.8 | 0 | 1 |
tradition | 0.2 | 0.65 | 0.15 | 0.55 | 0.35 | 0.75 | 60 | 130 | -22 | -10 | 0 | 1 | 0 | 0.25 | 0.7 | 1 | 0 | 0.7 | 0 | 0.35 |
urgency | 0.2 | 0.55 | 0.8 | 1 | 0 | 0.2 | 140 | 200 | -8 | 0 | 0 | 0 | 0.05 | 0.4 | 0 | 1 | 0.1 | 0.7 | 0 | 1 |
panic | 0.2 | 0.55 | 0.8 | 1 | 0 | 0.2 | 140 | 200 | -8 | 0 | 0 | 0 | 0.05 | 0.4 | 0 | 1 | 0.1 | 0.7 | 0 | 1 |
pride | 0.3 | 0.7 | 0.55 | 0.85 | 0.6 | 0.9 | 90 | 140 | -12 | -4 | 1 | 1 | 0 | 0.33 | 0 | 1 | 0 | 1 | 0 | 1 |
nervousness | 0.2 | 0.5 | 0.35 | 0.7 | 0.1 | 0.35 | 90 | 160 | -17 | -8 | 0 | 0 | 0 | 0.33 | 0 | 1 | 0 | 1 | 0 | 1 |
relief | 0.15 | 0.5 | 0.1 | 0.45 | 0.6 | 0.9 | 60 | 110 | -24 | -10 | 1 | 1 | 0 | 0.33 | 0.6 | 1 | 0 | 1 | 0 | 1 |
nostalgia | 0.25 | 0.6 | 0.2 | 0.55 | 0.4 | 0.75 | 70 | 115 | -20 | -9 | 0 | 1 | 0 | 0.15 | 0.55 | 1 | 0.05 | 0.8 | 0 | 0.25 |
gratitude | 0.2 | 0.6 | 0.25 | 0.6 | 0.65 | 0.95 | 70 | 120 | -18 | -7 | 1 | 1 | 0 | 0.33 | 0.4 | 1 | 0 | 1 | 0 | 1 |
shock | 0.2 | 0.65 | 0.55 | 0.95 | 0.1 | 0.7 | 70 | 170 | -14 | -1 | 0 | 1 | 0 | 0.33 | 0 | 1 | 0 | 0.6 | 0 | 1 |
joy | 0.65 | 0.9 | 0.75 | 0.95 | 0.75 | 1 | 120 | 150 | -8 | -2 | 1 | 1 | 0 | 0.2 | 0 | 0.4 | 0 | 0.05 | 0 | 1 |
annoyance | 0.3 | 0.65 | 0.55 | 0.8 | 0.1 | 0.4 | 100 | 160 | -13 | -5 | 0 | 1 | 0.04 | 0.4 | 0 | 1 | 0 | 1 | 0 | 1 |
excitement | 0.6 | 0.85 | 0.8 | 1 | 0.65 | 1 | 130 | 170 | -7 | 0 | 0 | 1 | 0.05 | 0.3 | 0 | 1 | 0 | 0.1 | 0 | 1 |
passion | 0.4 | 0.75 | 0.65 | 0.9 | 0.55 | 0.9 | 100 | 150 | -12 | -3 | 0 | 1 | 0.03 | 0.35 | 0 | 1 | 0 | 1 | 0 | 1 |
love | 0.35 | 0.7 | 0.45 | 0.8 | 0.65 | 1 | 80 | 130 | -15 | -5 | 0 | 1 | 0.02 | 0.25 | 0.1 | 0.7 | 0 | 1 | 0 | 1 |
anger | 0.3 | 0.65 | 0.75 | 1 | 0 | 0.25 | 125 | 180 | -9 | 0 | 0 | 0 | 0.05 | 0.5 | 0 | 0.2 | 0 | 0.4 | 0 | 1 |
sadness | 0.1 | 0.35 | 0.1 | 0.35 | 0 | 0.25 | 55 | 95 | -23 | -11 | 0 | 0 | 0 | 0.15 | 0.6 | 1 | 0 | 0.7 | 0 | 1 |
anticipation | 0.3 | 0.7 | 0.5 | 0.8 | 0.4 | 0.8 | 90 | 140 | -15 | -5 | 0 | 1 | 0 | 0.33 | 0 | 1 | 0.1 | 0.7 | 0 | 1 |
neutral | 0.25 | 0.55 | 0.25 | 0.55 | 0.35 | 0.65 | 75 | 115 | -22 | -11 | 0 | 1 | 0 | 0.1 | 0.25 | 0.85 | 0.4 | 1 | 0.05 | 0.25 |
disapproval | 0.2 | 0.6 | 0.35 | 0.75 | 0.1 | 0.4 | 70 | 140 | -17 | -7 | 0 | 0 | 0.03 | 0.45 | 0 | 1 | 0 | 1 | 0 | 1 |
admiration | 0.3 | 0.65 | 0.4 | 0.75 | 0.6 | 0.9 | 80 | 130 | -16 | -6 | 1 | 1 | 0 | 0.33 | 0.2 | 0.8 | 0 | 1 | 0 | 1 |
caring | 0.2 | 0.55 | 0.2 | 0.5 | 0.6 | 0.9 | 65 | 110 | -20 | -9 | 1 | 1 | 0 | 0.2 | 0.5 | 1 | 0 | 1 | 0 | 1 |
approval | 0.4 | 0.75 | 0.45 | 0.75 | 0.6 | 0.9 | 90 | 135 | -14 | -5 | 1 | 1 | 0 | 0.33 | 0 | 1 | 0 | 1 | 0 | 1 |
determination | 0.4 | 0.75 | 0.6 | 0.9 | 0.5 | 0.85 | 100 | 150 | -10 | -3 | 0 | 1 | 0 | 0.33 | 0 | 1 | 0 | 1 | 0 | 1 |
satisfaction | 0.2 | 0.6 | 0.2 | 0.55 | 0.7 | 1 | 70 | 115 | -20 | -9 | 1 | 1 | 0 | 0.15 | 0.5 | 1 | 0.1 | 0.8 | 0 | 1 |
caution | 0.1 | 0.4 | 0.15 | 0.45 | 0.1 | 0.35 | 60 | 110 | -22 | -10 | 0 | 0 | 0 | 0.33 | 0.2 | 0.8 | 0.4 | 1 | 0 | 1 |
optimism | 0.5 | 0.8 | 0.6 | 0.85 | 0.7 | 1 | 110 | 140 | -11 | -4 | 1 | 1 | 0 | 0.33 | 0 | 0.5 | 0 | 1 | 0 | 1 |
approv | 0.4 | 0.75 | 0.45 | 0.75 | 0.6 | 0.9 | 90 | 135 | -14 | -5 | 1 | 1 | 0 | 0.33 | 0 | 1 | 0 | 1 | 0 | 1 |
surprise | 0.2 | 0.65 | 0.55 | 0.95 | 0.1 | 0.7 | 70 | 170 | -14 | -1 | 0 | 1 | 0 | 0.33 | 0 | 1 | 0 | 0.6 | 0 | 1 |
anxiety | 0.15 | 0.45 | 0.4 | 0.75 | 0 | 0.25 | 70 | 150 | -19 | -7 | 0 | 0 | 0 | 0.33 | 0.1 | 0.8 | 0.2 | 0.9 | 0 | 1 |
trust | 0.2 | 0.6 | 0.25 | 0.6 | 0.65 | 0.95 | 70 | 120 | -18 | -7 | 1 | 1 | 0 | 0.33 | 0.4 | 1 | 0 | 1 | 0 | 1 |
confidence | 0.4 | 0.75 | 0.6 | 0.9 | 0.5 | 0.85 | 100 | 150 | -10 | -3 | 0 | 1 | 0 | 0.33 | 0 | 1 | 0 | 1 | 0 | 1 |
regret | 0.1 | 0.4 | 0.1 | 0.35 | 0.05 | 0.35 | 55 | 90 | -24 | -11 | 0 | 0 | 0 | 0.33 | 0.6 | 1 | 0 | 1 | 0 | 1 |
remorse | 0.1 | 0.4 | 0.1 | 0.35 | 0.05 | 0.35 | 55 | 90 | -24 | -11 | 0 | 0 | 0 | 0.33 | 0.6 | 1 | 0 | 1 | 0 | 1 |
confusion | 0.15 | 0.5 | 0.25 | 0.6 | 0.2 | 0.5 | 65 | 120 | -21 | -9 | 0 | 1 | 0 | 0.4 | 0.1 | 0.8 | 0.1 | 0.9 | 0 | 1 |
grief | 0.05 | 0.3 | 0 | 0.25 | 0 | 0.15 | 50 | 85 | -28 | -14 | 0 | 0 | 0 | 0.1 | 0.75 | 1 | 0.3 | 0.95 | 0 | 1 |
embarrassment | 0.15 | 0.45 | 0.2 | 0.45 | 0.1 | 0.3 | 65 | 105 | -21 | -10 | 0 | 0 | 0 | 0.25 | 0 | 1 | 0 | 1 | 0 | 1 |
deceit | 0.2 | 0.6 | 0.25 | 0.6 | 0.1 | 0.4 | 65 | 115 | -20 | -10 | 0 | 0 | 0.03 | 0.45 | 0 | 1 | 0 | 1 | 0 | 1 |
desire | 0.5 | 0.8 | 0.6 | 0.85 | 0.5 | 0.85 | 90 | 140 | -13 | -4 | 0 | 1 | 0.04 | 0.3 | 0 | 1 | 0 | 1 | 0 | 1 |
disbelief | 0.2 | 0.55 | 0.3 | 0.65 | 0.15 | 0.45 | 60 | 110 | -19 | -8 | 0 | 1 | 0 | 0.33 | 0 | 1 | 0.2 | 0.8 | 0 | 1 |
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