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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 1 new columns ({'__index_level_0__'})
This happened while the csv dataset builder was generating data using
hf://datasets/ClarusC64/premier-league-fatigue-driven-decision-space-collapse-detection-v0.1/data/test.csv (at revision f4f30d12f4bc8cf000babf278e77c281bb032b5b), [/tmp/hf-datasets-cache/medium/datasets/92647558319034-config-parquet-and-info-ClarusC64-premier-league--0ed6f482/hub/datasets--ClarusC64--premier-league-fatigue-driven-decision-space-collapse-detection-v0.1/snapshots/f4f30d12f4bc8cf000babf278e77c281bb032b5b/data/test.csv (origin=hf://datasets/ClarusC64/premier-league-fatigue-driven-decision-space-collapse-detection-v0.1@f4f30d12f4bc8cf000babf278e77c281bb032b5b/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_window: string
team: string
player_id: string
position_role: string
baseline_reference: string
fatigue_context_summary: double
decision_space_collapse_percent: double
collapse_onset_timestamp: double
fatigue_collapse_signature: double
predictability_spike_index: double
error_likelihood_uplift: double
notes: string
constraints: string
gold_checklist: string
__index_level_0__: string
-- schema metadata --
pandas: '{"index_columns": ["__index_level_0__"], "column_indexes": [{"na' + 2438
to
{'id': Value('string'), 'match_id': Value('string'), 'minute_window': Value('string'), 'team': Value('string'), 'player_id': Value('string'), 'position_role': Value('string'), 'baseline_reference': Value('string'), 'fatigue_context_summary': Value('string'), 'decision_space_collapse_percent': Value('int64'), 'collapse_onset_timestamp': Value('string'), 'fatigue_collapse_signature': Value('string'), 'predictability_spike_index': Value('float64'), 'error_likelihood_uplift': Value('float64'), '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 1 new columns ({'__index_level_0__'})
This happened while the csv dataset builder was generating data using
hf://datasets/ClarusC64/premier-league-fatigue-driven-decision-space-collapse-detection-v0.1/data/test.csv (at revision f4f30d12f4bc8cf000babf278e77c281bb032b5b), [/tmp/hf-datasets-cache/medium/datasets/92647558319034-config-parquet-and-info-ClarusC64-premier-league--0ed6f482/hub/datasets--ClarusC64--premier-league-fatigue-driven-decision-space-collapse-detection-v0.1/snapshots/f4f30d12f4bc8cf000babf278e77c281bb032b5b/data/test.csv (origin=hf://datasets/ClarusC64/premier-league-fatigue-driven-decision-space-collapse-detection-v0.1@f4f30d12f4bc8cf000babf278e77c281bb032b5b/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_window string | team string | player_id string | position_role string | baseline_reference string | fatigue_context_summary string | decision_space_collapse_percent int64 | collapse_onset_timestamp string | fatigue_collapse_signature string | predictability_spike_index float64 | error_likelihood_uplift float64 | notes string | constraints string | gold_checklist string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
DSCC-001 | EPL-2025-301 | 70-76 | ARS | ARS-6 | pivot | DSCB-001 | repeated first-time back pass; fewer scans; late to offer | 42 | min_72 | scan_drop+safe_loop | 0.62 | 0.22 | Collapse crosses 40% | Premier League only. | collapse+onset+signature |
DSCC-002 | EPL-2025-302 | 78-84 | LIV | LIV-8R | 8_right | DSCB-002 | stops turning; avoids weak side; delayed release | 38 | min_81 | turn_avoidance+latency_rise | 0.55 | 0.18 | Near threshold | Premier League only. | collapse+onset+signature |
DSCC-003 | EPL-2025-303 | 62-68 | MCI | MCI-10 | 10 | DSCB-003 | marked tight; begins forcing layoffs; miscontrols rise | 45 | min_64 | forced_one_touch+control_errors | 0.7 | 0.26 | Predictable connector | Premier League only. | collapse+onset+signature |
DSCC-004 | EPL-2025-304 | 74-80 | NEW | NEW-RB | fullback | DSCB-004 | late overlap; clears early; declines inside link | 41 | min_76 | route_simplification+early_clear | 0.58 | 0.2 | Right side stalls | Premier League only. | collapse+onset+signature |
DSCC-005 | EPL-2025-305 | 80-86 | CHE | CHE-9 | striker | DSCB-005 | holds fail; fewer runs; fouls drawn instead of turns | 33 | min_83 | run_drop+duel_loss | 0.46 | 0.14 | Role limits collapse | Premier League only. | collapse+onset+signature |
DSCC-006 | EPL-2025-306 | 67-73 | TOT | TOT-LW | winger_left | DSCB-006 | stops taking 1v1; recycles; heavy touches | 47 | min_69 | take_on_drop+touch_heavy | 0.72 | 0.28 | Wing threat gone | Premier League only. | collapse+onset+signature |
What this dataset tests
Whether a system can detect fatigue-driven collapse
of player decision-space in live match contexts.
Required outputs
- decision-space collapse percent
- collapse onset timestamp
- collapse signature
- predictability spike index
- error likelihood uplift
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