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TJStatsHockey

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TJStatsHockey 1

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 14 new columns ({'Off_Zone_Starts', 'Shots_Blocked', 'GF%', 'GA', 'Assists', 'G-ixG', 'oiSH', 'CF', 'SCF', 'Total_Points', 'First_Assists', 'Def_Zone_Starts', 'Total_Points_pp', 'OZ Start%'}) and 11 missing columns ({'date', 'Total Points_pp', 'Off.\xa0Zone Starts', 'Team', 'game', 'Total Assists', 'Shots Blocked', 'Def.\xa0Zone Starts', 'Total Points', 'Position', 'First Assists'}).

This happened while the csv dataset builder was generating data using

hf://datasets/TJStatsHockey/data/summary_2025.csv (at revision afaac8818d5aa71bd687b8f99d19ed302470bfb5), [/tmp/hf-datasets-cache/medium/datasets/77205548034537-config-parquet-and-info-TJStatsHockey-data-74e2fe6a/hub/datasets--TJStatsHockey--data/snapshots/afaac8818d5aa71bd687b8f99d19ed302470bfb5/player_games_cards.csv (origin=hf://datasets/TJStatsHockey/data@afaac8818d5aa71bd687b8f99d19ed302470bfb5/player_games_cards.csv), /tmp/hf-datasets-cache/medium/datasets/77205548034537-config-parquet-and-info-TJStatsHockey-data-74e2fe6a/hub/datasets--TJStatsHockey--data/snapshots/afaac8818d5aa71bd687b8f99d19ed302470bfb5/summary_2025.csv (origin=hf://datasets/TJStatsHockey/data@afaac8818d5aa71bd687b8f99d19ed302470bfb5/summary_2025.csv), /tmp/hf-datasets-cache/medium/datasets/77205548034537-config-parquet-and-info-TJStatsHockey-data-74e2fe6a/hub/datasets--TJStatsHockey--data/snapshots/afaac8818d5aa71bd687b8f99d19ed302470bfb5/team_games.csv (origin=hf://datasets/TJStatsHockey/data@afaac8818d5aa71bd687b8f99d19ed302470bfb5/team_games.csv), /tmp/hf-datasets-cache/medium/datasets/77205548034537-config-parquet-and-info-TJStatsHockey-data-74e2fe6a/hub/datasets--TJStatsHockey--data/snapshots/afaac8818d5aa71bd687b8f99d19ed302470bfb5/team_games_all.csv (origin=hf://datasets/TJStatsHockey/data@afaac8818d5aa71bd687b8f99d19ed302470bfb5/team_games_all.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 1893, 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 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
              player_id: int64
              Player: string
              pos: string
              GP: int64
              TOI: double
              TOI_pp: double
              Goals: int64
              Assists: int64
              First_Assists: int64
              Total_Points: int64
              Total_Points_pp: int64
              Shots: int64
              ixG: double
              iCF: int64
              iSCF: int64
              iHDCF: int64
              Hits: int64
              Shots_Blocked: int64
              SF: int64
              CF: int64
              GF: int64
              xGF: double
              Off_Zone_Starts: int64
              Def_Zone_Starts: int64
              oiSH: double
              SCF: int64
              GA: int64
              G-ixG: double
              OZ Start%: double
              GF%: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3575
              to
              {'player_id': Value('int64'), 'game': Value('int64'), 'date': Value('string'), 'Player': Value('string'), 'Team': Value('string'), 'Position': Value('string'), 'pos': Value('string'), 'GP': Value('int64'), 'TOI': Value('float64'), 'TOI_pp': Value('float64'), 'Goals': Value('int64'), 'Total Assists': Value('int64'), 'First Assists': Value('int64'), 'Total Points': Value('int64'), 'Total Points_pp': Value('int64'), 'Shots': Value('int64'), 'ixG': Value('float64'), 'iCF': Value('int64'), 'iSCF': Value('int64'), 'iHDCF': Value('int64'), 'Hits': Value('int64'), 'Shots Blocked': Value('int64'), 'SF': Value('int64'), 'GF': Value('int64'), 'xGF': Value('float64'), 'Off.\xa0Zone Starts': Value('int64'), 'Def.\xa0Zone Starts': 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 1347, 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 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, 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 1895, 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 14 new columns ({'Off_Zone_Starts', 'Shots_Blocked', 'GF%', 'GA', 'Assists', 'G-ixG', 'oiSH', 'CF', 'SCF', 'Total_Points', 'First_Assists', 'Def_Zone_Starts', 'Total_Points_pp', 'OZ Start%'}) and 11 missing columns ({'date', 'Total Points_pp', 'Off.\xa0Zone Starts', 'Team', 'game', 'Total Assists', 'Shots Blocked', 'Def.\xa0Zone Starts', 'Total Points', 'Position', 'First Assists'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/TJStatsHockey/data/summary_2025.csv (at revision afaac8818d5aa71bd687b8f99d19ed302470bfb5), [/tmp/hf-datasets-cache/medium/datasets/77205548034537-config-parquet-and-info-TJStatsHockey-data-74e2fe6a/hub/datasets--TJStatsHockey--data/snapshots/afaac8818d5aa71bd687b8f99d19ed302470bfb5/player_games_cards.csv (origin=hf://datasets/TJStatsHockey/data@afaac8818d5aa71bd687b8f99d19ed302470bfb5/player_games_cards.csv), /tmp/hf-datasets-cache/medium/datasets/77205548034537-config-parquet-and-info-TJStatsHockey-data-74e2fe6a/hub/datasets--TJStatsHockey--data/snapshots/afaac8818d5aa71bd687b8f99d19ed302470bfb5/summary_2025.csv (origin=hf://datasets/TJStatsHockey/data@afaac8818d5aa71bd687b8f99d19ed302470bfb5/summary_2025.csv), /tmp/hf-datasets-cache/medium/datasets/77205548034537-config-parquet-and-info-TJStatsHockey-data-74e2fe6a/hub/datasets--TJStatsHockey--data/snapshots/afaac8818d5aa71bd687b8f99d19ed302470bfb5/team_games.csv (origin=hf://datasets/TJStatsHockey/data@afaac8818d5aa71bd687b8f99d19ed302470bfb5/team_games.csv), /tmp/hf-datasets-cache/medium/datasets/77205548034537-config-parquet-and-info-TJStatsHockey-data-74e2fe6a/hub/datasets--TJStatsHockey--data/snapshots/afaac8818d5aa71bd687b8f99d19ed302470bfb5/team_games_all.csv (origin=hf://datasets/TJStatsHockey/data@afaac8818d5aa71bd687b8f99d19ed302470bfb5/team_games_all.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)