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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 5 new columns ({'__index_level_3__', '__index_level_2__', '__index_level_1__', '__index_level_0__', '__index_level_4__'})
This happened while the csv dataset builder was generating data using
hf://datasets/ClarusC64/premier-league-substitution-injury-linkage-resilience-simulation-v0.1/data/test.csv (at revision d689ff178979912183880099ee02c8eee1f2498a), [/tmp/hf-datasets-cache/medium/datasets/96563623047885-config-parquet-and-info-ClarusC64-premier-league--c16ebc2d/hub/datasets--ClarusC64--premier-league-substitution-injury-linkage-resilience-simulation-v0.1/snapshots/d689ff178979912183880099ee02c8eee1f2498a/data/test.csv (origin=hf://datasets/ClarusC64/premier-league-substitution-injury-linkage-resilience-simulation-v0.1@d689ff178979912183880099ee02c8eee1f2498a/data/test.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 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, 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
id: string
match_id: string
minute: string
team: double
removed_player: double
removal_reason: double
baseline_linkage_summary: double
replacement_candidates: double
viable_replacement_set: double
post_sub_linkage_resilience: string
resilience_delta_percent: string
formation_stability_score: string
collapse_risk_band: string
notes: string
constraints: string
gold_checklist: string
__index_level_0__: string
__index_level_1__: string
__index_level_2__: int64
__index_level_3__: string
__index_level_4__: int64
-- schema metadata --
pandas: '{"index_columns": ["__index_level_0__", "__index_level_1__", "__' + 2972
to
{'id': Value('string'), 'match_id': Value('string'), 'minute': Value('int64'), 'team': Value('string'), 'removed_player': Value('string'), 'removal_reason': Value('string'), 'baseline_linkage_summary': Value('string'), 'replacement_candidates': Value('string'), 'viable_replacement_set': Value('string'), 'post_sub_linkage_resilience': Value('float64'), 'resilience_delta_percent': Value('float64'), 'formation_stability_score': Value('float64'), 'collapse_risk_band': Value('string'), 'notes': Value('string'), 'constraints': Value('string'), 'gold_checklist': Value('string')}
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 1736, 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 1889, 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 5 new columns ({'__index_level_3__', '__index_level_2__', '__index_level_1__', '__index_level_0__', '__index_level_4__'})
This happened while the csv dataset builder was generating data using
hf://datasets/ClarusC64/premier-league-substitution-injury-linkage-resilience-simulation-v0.1/data/test.csv (at revision d689ff178979912183880099ee02c8eee1f2498a), [/tmp/hf-datasets-cache/medium/datasets/96563623047885-config-parquet-and-info-ClarusC64-premier-league--c16ebc2d/hub/datasets--ClarusC64--premier-league-substitution-injury-linkage-resilience-simulation-v0.1/snapshots/d689ff178979912183880099ee02c8eee1f2498a/data/test.csv (origin=hf://datasets/ClarusC64/premier-league-substitution-injury-linkage-resilience-simulation-v0.1@d689ff178979912183880099ee02c8eee1f2498a/data/test.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)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.
id string | match_id string | minute int64 | team string | removed_player string | removal_reason string | baseline_linkage_summary string | replacement_candidates string | viable_replacement_set string | post_sub_linkage_resilience float64 | resilience_delta_percent float64 | formation_stability_score float64 | collapse_risk_band string | notes string | constraints string | gold_checklist string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SILRS-001 | EPL-2025-120 | 61 | ARS | 6 | fatigue | single pivot bridge; SPoF true | 8_drop;RB_invert;sub_6_like_for_like | sub_6_like_for_like | 0.62 | -0.1 | 0.78 | medium | Like-for-like keeps links | Premier League only. | delta+viable+risk |
SILRS-002 | EPL-2025-120 | 61 | ARS | 6 | injury | single pivot bridge; SPoF true | 8_drop;RB_invert;CB_step | 8_drop | 0.52 | -0.24 | 0.7 | medium-high | No true 6 available | Premier League only. | delta+viable+risk |
SILRS-003 | EPL-2025-125 | 74 | CHE | 10 | tactical | 10 is connector but marked | winger_in;8_push;switch_to_4-3-3 | switch_to_4-3-3 | 0.6 | -0.06 | 0.76 | medium | System fix via shape | Premier League only. | delta+viable+risk |
SILRS-004 | EPL-2025-124 | 68 | NEW | LW | injury | left weak linkage; right ok | youth_winger;RB_overlap;8_left_shift | 8_left_shift | 0.58 | -0.04 | 0.74 | low-medium | Shift 8 left stabilizes | Premier League only. | delta+viable+risk |
SILRS-005 | EPL-2025-122 | 80 | LIV | RBin | fatigue | RBin is alt bridge | RB_stay_wide;6_drop;sub_RB_like | 6_drop | 0.6 | -0.08 | 0.72 | medium | Restore bridge via 6 | Premier League only. | delta+viable+risk |
SILRS-006 | EPL-2025-123 | 55 | EVE | 9 | injury | direct link via 9; SPoF true | 10_false9;winger_up;sub_striker | sub_striker | 0.56 | -0.12 | 0.68 | medium | Direct plan needs striker | Premier League only. | delta+viable+risk |
What this dataset tests
Whether an intelligence system can simulate
player removal and replacement
and estimate post-change linkage resilience.
Required outputs
- viable replacement set
- post-sub linkage resilience
- resilience delta percent
- formation stability score
- collapse risk band
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