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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 19 new columns ({'absolute_yardline_number', 's', 'ball_land_x', 'num_frames_output', 'o', 'dir', 'x', 'ball_land_y', 'player_birth_date', 'a', 'player_position', 'play_direction', 'player_side', 'player_role', 'y', 'player_name', 'player_height', 'player_weight', 'player_to_predict'}) and 1 missing columns ({'id'}).
This happened while the csv dataset builder was generating data using
zip://test_input.csv::/tmp/hf-datasets-cache/medium/datasets/75830281356070-config-parquet-and-info-dwarf2-nfl-c625cf63/hub/datasets--dwarf2--nfl/snapshots/99bf3760d9e7afaf673aeba07c2c071590730d69/gru_train.zip
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 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
game_id: int64
play_id: int64
player_to_predict: bool
nfl_id: int64
frame_id: int64
play_direction: string
absolute_yardline_number: int64
player_name: string
player_height: string
player_weight: int64
player_birth_date: string
player_position: string
player_side: string
player_role: string
x: double
y: double
s: double
a: double
dir: double
o: double
num_frames_output: int64
ball_land_x: double
ball_land_y: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2987
to
{'id': Value('int64'), 'game_id': Value('int64'), 'play_id': Value('int64'), 'nfl_id': Value('int64'), 'frame_id': 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 1455, 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 1054, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 19 new columns ({'absolute_yardline_number', 's', 'ball_land_x', 'num_frames_output', 'o', 'dir', 'x', 'ball_land_y', 'player_birth_date', 'a', 'player_position', 'play_direction', 'player_side', 'player_role', 'y', 'player_name', 'player_height', 'player_weight', 'player_to_predict'}) and 1 missing columns ({'id'}).
This happened while the csv dataset builder was generating data using
zip://test_input.csv::/tmp/hf-datasets-cache/medium/datasets/75830281356070-config-parquet-and-info-dwarf2-nfl-c625cf63/hub/datasets--dwarf2--nfl/snapshots/99bf3760d9e7afaf673aeba07c2c071590730d69/gru_train.zip
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
int64 | game_id
int64 | play_id
int64 | nfl_id
int64 | frame_id
int64 |
|---|---|---|---|---|
12,350
| 2,024,120,805
| 74
| 54,586
| 1
|
12,351
| 2,024,120,805
| 74
| 54,586
| 2
|
12,352
| 2,024,120,805
| 74
| 54,586
| 3
|
12,353
| 2,024,120,805
| 74
| 54,586
| 4
|
12,354
| 2,024,120,805
| 74
| 54,586
| 5
|
12,355
| 2,024,120,805
| 74
| 54,586
| 6
|
12,356
| 2,024,120,805
| 74
| 54,586
| 7
|
12,357
| 2,024,120,805
| 74
| 54,586
| 8
|
12,358
| 2,024,120,805
| 74
| 54,586
| 9
|
12,359
| 2,024,120,805
| 74
| 54,586
| 10
|
12,360
| 2,024,120,805
| 74
| 54,586
| 11
|
12,361
| 2,024,120,805
| 74
| 53,472
| 1
|
12,362
| 2,024,120,805
| 74
| 53,472
| 2
|
12,363
| 2,024,120,805
| 74
| 53,472
| 3
|
12,364
| 2,024,120,805
| 74
| 53,472
| 4
|
12,365
| 2,024,120,805
| 74
| 53,472
| 5
|
12,366
| 2,024,120,805
| 74
| 53,472
| 6
|
12,367
| 2,024,120,805
| 74
| 53,472
| 7
|
12,368
| 2,024,120,805
| 74
| 53,472
| 8
|
12,369
| 2,024,120,805
| 74
| 53,472
| 9
|
12,370
| 2,024,120,805
| 74
| 53,472
| 10
|
12,371
| 2,024,120,805
| 74
| 53,472
| 11
|
12,372
| 2,024,120,805
| 74
| 57,213
| 1
|
12,373
| 2,024,120,805
| 74
| 57,213
| 2
|
12,374
| 2,024,120,805
| 74
| 57,213
| 3
|
12,375
| 2,024,120,805
| 74
| 57,213
| 4
|
12,376
| 2,024,120,805
| 74
| 57,213
| 5
|
12,377
| 2,024,120,805
| 74
| 57,213
| 6
|
12,378
| 2,024,120,805
| 74
| 57,213
| 7
|
12,379
| 2,024,120,805
| 74
| 57,213
| 8
|
12,380
| 2,024,120,805
| 74
| 57,213
| 9
|
12,381
| 2,024,120,805
| 74
| 57,213
| 10
|
12,382
| 2,024,120,805
| 74
| 57,213
| 11
|
12,383
| 2,024,120,805
| 143
| 57,233
| 1
|
12,384
| 2,024,120,805
| 143
| 57,233
| 2
|
12,385
| 2,024,120,805
| 143
| 57,233
| 3
|
12,386
| 2,024,120,805
| 143
| 57,233
| 4
|
12,387
| 2,024,120,805
| 143
| 57,233
| 5
|
12,388
| 2,024,120,805
| 143
| 57,233
| 6
|
12,389
| 2,024,120,805
| 143
| 57,233
| 7
|
12,390
| 2,024,120,805
| 143
| 57,233
| 8
|
12,391
| 2,024,120,805
| 143
| 57,233
| 9
|
12,392
| 2,024,120,805
| 143
| 57,233
| 10
|
12,393
| 2,024,120,805
| 143
| 41,233
| 1
|
12,394
| 2,024,120,805
| 143
| 41,233
| 2
|
12,395
| 2,024,120,805
| 143
| 41,233
| 3
|
12,396
| 2,024,120,805
| 143
| 41,233
| 4
|
12,397
| 2,024,120,805
| 143
| 41,233
| 5
|
12,398
| 2,024,120,805
| 143
| 41,233
| 6
|
12,399
| 2,024,120,805
| 143
| 41,233
| 7
|
12,400
| 2,024,120,805
| 143
| 41,233
| 8
|
12,401
| 2,024,120,805
| 143
| 41,233
| 9
|
12,402
| 2,024,120,805
| 143
| 41,233
| 10
|
12,403
| 2,024,120,805
| 312
| 54,586
| 1
|
12,404
| 2,024,120,805
| 312
| 54,586
| 2
|
12,405
| 2,024,120,805
| 312
| 54,586
| 3
|
12,406
| 2,024,120,805
| 312
| 54,586
| 4
|
12,407
| 2,024,120,805
| 312
| 54,586
| 5
|
12,408
| 2,024,120,805
| 312
| 54,586
| 6
|
12,409
| 2,024,120,805
| 312
| 54,586
| 7
|
12,410
| 2,024,120,805
| 312
| 54,586
| 8
|
12,411
| 2,024,120,805
| 312
| 54,586
| 9
|
12,412
| 2,024,120,805
| 312
| 54,586
| 10
|
12,413
| 2,024,120,805
| 312
| 54,586
| 11
|
12,414
| 2,024,120,805
| 312
| 57,801
| 1
|
12,415
| 2,024,120,805
| 312
| 57,801
| 2
|
12,416
| 2,024,120,805
| 312
| 57,801
| 3
|
12,417
| 2,024,120,805
| 312
| 57,801
| 4
|
12,418
| 2,024,120,805
| 312
| 57,801
| 5
|
12,419
| 2,024,120,805
| 312
| 57,801
| 6
|
12,420
| 2,024,120,805
| 312
| 57,801
| 7
|
12,421
| 2,024,120,805
| 312
| 57,801
| 8
|
12,422
| 2,024,120,805
| 312
| 57,801
| 9
|
12,423
| 2,024,120,805
| 312
| 57,801
| 10
|
12,424
| 2,024,120,805
| 312
| 57,801
| 11
|
12,425
| 2,024,120,805
| 312
| 41,233
| 1
|
12,426
| 2,024,120,805
| 312
| 41,233
| 2
|
12,427
| 2,024,120,805
| 312
| 41,233
| 3
|
12,428
| 2,024,120,805
| 312
| 41,233
| 4
|
12,429
| 2,024,120,805
| 312
| 41,233
| 5
|
12,430
| 2,024,120,805
| 312
| 41,233
| 6
|
12,431
| 2,024,120,805
| 312
| 41,233
| 7
|
12,432
| 2,024,120,805
| 312
| 41,233
| 8
|
12,433
| 2,024,120,805
| 312
| 41,233
| 9
|
12,434
| 2,024,120,805
| 312
| 41,233
| 10
|
12,435
| 2,024,120,805
| 312
| 41,233
| 11
|
12,436
| 2,024,120,805
| 388
| 53,916
| 1
|
12,437
| 2,024,120,805
| 388
| 53,916
| 2
|
12,438
| 2,024,120,805
| 388
| 53,916
| 3
|
12,439
| 2,024,120,805
| 388
| 53,916
| 4
|
12,440
| 2,024,120,805
| 388
| 53,916
| 5
|
12,441
| 2,024,120,805
| 388
| 53,916
| 6
|
12,442
| 2,024,120,805
| 388
| 53,916
| 7
|
12,443
| 2,024,120,805
| 388
| 53,916
| 8
|
12,444
| 2,024,120,805
| 388
| 53,916
| 9
|
12,445
| 2,024,120,805
| 388
| 53,916
| 10
|
12,446
| 2,024,120,805
| 388
| 53,916
| 11
|
12,447
| 2,024,120,805
| 388
| 53,916
| 12
|
12,448
| 2,024,120,805
| 388
| 53,916
| 13
|
12,449
| 2,024,120,805
| 388
| 53,916
| 14
|
End of preview.