Datasets:

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krishna112003

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Spotify_Music_Analytics_and_Popularity_Prediction

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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 ({'id_artists', 'speechiness', 'loudness', 'valence', 'liveness', 'artists', 'acousticness', 'explicit', 'danceability', 'mode', 'duration_ms', 'tempo', 'time_signature', 'energy', 'release_date', 'instrumentalness', 'key'}) and 2 missing columns ({'genres', 'followers'}).

This happened while the csv dataset builder was generating data using

hf://datasets/krishna112003/Spotify_Music_Analytics_and_Popularity_Prediction/tracks.csv (at revision c7677baf0c73c94b2ee1f530cb23fea9c2a4da6b), [/tmp/hf-datasets-cache/medium/datasets/13702703305526-config-parquet-and-info-krishna112003-Spotify_Mus-1fdeab86/hub/datasets--krishna112003--Spotify_Music_Analytics_and_Popularity_Prediction/snapshots/c7677baf0c73c94b2ee1f530cb23fea9c2a4da6b/artists.csv (origin=hf://datasets/krishna112003/Spotify_Music_Analytics_and_Popularity_Prediction@c7677baf0c73c94b2ee1f530cb23fea9c2a4da6b/artists.csv), /tmp/hf-datasets-cache/medium/datasets/13702703305526-config-parquet-and-info-krishna112003-Spotify_Mus-1fdeab86/hub/datasets--krishna112003--Spotify_Music_Analytics_and_Popularity_Prediction/snapshots/c7677baf0c73c94b2ee1f530cb23fea9c2a4da6b/tracks.csv (origin=hf://datasets/krishna112003/Spotify_Music_Analytics_and_Popularity_Prediction@c7677baf0c73c94b2ee1f530cb23fea9c2a4da6b/tracks.csv)]

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 1837, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              id: string
              name: string
              popularity: int64
              duration_ms: int64
              explicit: int64
              artists: string
              id_artists: string
              release_date: string
              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
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2594
              to
              {'id': Value('string'), 'followers': Value('float64'), 'genres': Value('string'), 'name': Value('string'), 'popularity': Value('int64')}
              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 1348, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 890, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 951, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, 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 1839, 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 ({'id_artists', 'speechiness', 'loudness', 'valence', 'liveness', 'artists', 'acousticness', 'explicit', 'danceability', 'mode', 'duration_ms', 'tempo', 'time_signature', 'energy', 'release_date', 'instrumentalness', 'key'}) and 2 missing columns ({'genres', 'followers'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/krishna112003/Spotify_Music_Analytics_and_Popularity_Prediction/tracks.csv (at revision c7677baf0c73c94b2ee1f530cb23fea9c2a4da6b), [/tmp/hf-datasets-cache/medium/datasets/13702703305526-config-parquet-and-info-krishna112003-Spotify_Mus-1fdeab86/hub/datasets--krishna112003--Spotify_Music_Analytics_and_Popularity_Prediction/snapshots/c7677baf0c73c94b2ee1f530cb23fea9c2a4da6b/artists.csv (origin=hf://datasets/krishna112003/Spotify_Music_Analytics_and_Popularity_Prediction@c7677baf0c73c94b2ee1f530cb23fea9c2a4da6b/artists.csv), /tmp/hf-datasets-cache/medium/datasets/13702703305526-config-parquet-and-info-krishna112003-Spotify_Mus-1fdeab86/hub/datasets--krishna112003--Spotify_Music_Analytics_and_Popularity_Prediction/snapshots/c7677baf0c73c94b2ee1f530cb23fea9c2a4da6b/tracks.csv (origin=hf://datasets/krishna112003/Spotify_Music_Analytics_and_Popularity_Prediction@c7677baf0c73c94b2ee1f530cb23fea9c2a4da6b/tracks.csv)]
              
              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)