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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 2 new columns ({'__index_level_0__', '__index_level_1__'})
This happened while the csv dataset builder was generating data using
hf://datasets/ClarusC64/premier-league-functional-linkage-graph-construction-v0.1/data/test.csv (at revision 7a4743da9e062554d297e75404db9e4b3f5375da), [/tmp/hf-datasets-cache/medium/datasets/38040082470250-config-parquet-and-info-ClarusC64-premier-league--025e1d19/hub/datasets--ClarusC64--premier-league-functional-linkage-graph-construction-v0.1/snapshots/7a4743da9e062554d297e75404db9e4b3f5375da/data/test.csv (origin=hf://datasets/ClarusC64/premier-league-functional-linkage-graph-construction-v0.1@7a4743da9e062554d297e75404db9e4b3f5375da/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
formation_base: string
unit_definition: double
tracking_state_summary: double
linkage_graph: double
unit_connectivity_score: double
critical_link_players: double
redundancy_index: double
single_point_failure_flags: double
key_link_routes: double
notes: string
constraints: string
gold_checklist: string
__index_level_0__: string
__index_level_1__: string
-- schema metadata --
pandas: '{"index_columns": ["__index_level_0__", "__index_level_1__"], "c' + 2524
to
{'id': Value('string'), 'match_id': Value('string'), 'minute_window': Value('string'), 'team': Value('string'), 'formation_base': Value('string'), 'unit_definition': Value('string'), 'tracking_state_summary': Value('string'), 'linkage_graph': Value('string'), 'unit_connectivity_score': Value('float64'), 'critical_link_players': Value('string'), 'redundancy_index': Value('float64'), 'single_point_failure_flags': Value('bool'), 'key_link_routes': 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 2 new columns ({'__index_level_0__', '__index_level_1__'})
This happened while the csv dataset builder was generating data using
hf://datasets/ClarusC64/premier-league-functional-linkage-graph-construction-v0.1/data/test.csv (at revision 7a4743da9e062554d297e75404db9e4b3f5375da), [/tmp/hf-datasets-cache/medium/datasets/38040082470250-config-parquet-and-info-ClarusC64-premier-league--025e1d19/hub/datasets--ClarusC64--premier-league-functional-linkage-graph-construction-v0.1/snapshots/7a4743da9e062554d297e75404db9e4b3f5375da/data/test.csv (origin=hf://datasets/ClarusC64/premier-league-functional-linkage-graph-construction-v0.1@7a4743da9e062554d297e75404db9e4b3f5375da/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 | formation_base string | unit_definition string | tracking_state_summary string | linkage_graph string | unit_connectivity_score float64 | critical_link_players string | redundancy_index float64 | single_point_failure_flags bool | key_link_routes string | notes string | constraints string | gold_checklist string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
FLGC-001 | EPL-2025-120 | 10-15 | ARS | 4-3-3 | DEF|MID|ATT | 6 receives under cover shadow; CB->6->8->RW is main route | CBL-6:0.74;CBR-6:0.70;6-8L:0.62;6-8R:0.58;8L-RW:0.55;8R-LW:0.44 | 0.71 | 6 | 0.32 | true | CB->6->8L->RW | Single pivot link | Premier League only. | graph+critical+redundancy |
FLGC-002 | EPL-2025-121 | 22-27 | MCI | 3-2-4-1 | DEF|MID|ATT | double pivot shares link; wide 8s connect halfspaces | CB-6:0.62;CB-8:0.50;6-8:0.60;8-9:0.56;8-W:0.58 | 0.76 | 6;8L | 0.58 | false | CB->6->8->9;CB->8->W | Redundant links | Premier League only. | graph+critical+redundancy |
FLGC-003 | EPL-2025-122 | 35-40 | LIV | 4-3-3 | DEF|MID|ATT | RB inverted creates second bridge; 6 not sole connector | CB-6:0.60;CB-RBin:0.64;RBin-8R:0.58;8R-RW:0.62;6-8L:0.50 | 0.74 | RBin;8R | 0.54 | false | CB->RBin->8R->RW | Alternate bridge present | Premier League only. | graph+critical+redundancy |
FLGC-004 | EPL-2025-123 | 50-55 | EVE | 4-4-2 | DEF|MID|ATT | direct to striker; midfield bypass; second balls decide | CB-9:0.66;9-10:0.52;CB-8:0.34;8-W:0.36 | 0.58 | 9 | 0.28 | true | CB->9->10 | Bypass creates fragility | Premier League only. | graph+critical+redundancy |
FLGC-005 | EPL-2025-124 | 60-65 | NEW | 4-3-3 | DEF|MID|ATT | 8s offer but spacing uneven; left side disconnected | CB-6:0.62;6-8R:0.56;6-8L:0.40;8R-RW:0.52;8L-LW:0.30 | 0.6 | 6 | 0.3 | true | CB->6->8R->RW | Left linkage weak | Premier League only. | graph+critical+redundancy |
FLGC-006 | EPL-2025-125 | 75-80 | CHE | 4-2-3-1 | DEF|MID|ATT | double pivot stable; 10 connects but marked | CB-6:0.60;CB-8:0.58;6-10:0.44;8-10:0.46;10-9:0.48 | 0.66 | 10 | 0.46 | false | CB->6/8->10->9 | Connector is 10 under mark | Premier League only. | graph+critical+redundancy |
What this dataset tests
Whether an intelligence system can construct
a functional linkage graph from match state
and identify critical connectors and redundancy.
Required outputs
- linkage graph
- unit connectivity score
- critical link players
- redundancy index
- single-point failure flags
- key link routes
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