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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 3 new columns ({'video', 'detections', 'frame'}) and 3 missing columns ({'class', 'confidence', 'bbox'}).
This happened while the json dataset builder was generating data using
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(origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame007993.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008014.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008014.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008015.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008015.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008018.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008018.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008019.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008019.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008021.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008021.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008022.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008022.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008023.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008023.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008024.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008024.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008025.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008025.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008026.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008026.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008027.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008027.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008028.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008028.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008207.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008207.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008208.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008208.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008210.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008210.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008212.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008212.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008213.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008213.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008215.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008215.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008216.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008216.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008218.json (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_frame008218.json), /tmp/hf-datasets-cache/medium/datasets/96019067580842-config-parquet-and-info-rushilara-uav-drone-detec-12e5912c/hub/datasets--rushilara--uav-drone-detections/snapshots/82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_from_008219.jsonl (origin=hf://datasets/rushilara/uav-drone-detections@82f2f2c3bb8c9c41ad8caeb67ecb5f9e055c3b09/drone_video_2_from_008219.jsonl)]
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 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, 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
video: int64
frame: int64
detections: list<item: struct<class: string, confidence: double, bbox: list<item: double>>>
child 0, item: struct<class: string, confidence: double, bbox: list<item: double>>
child 0, class: string
child 1, confidence: double
child 2, bbox: list<item: double>
child 0, item: double
to
{'class': Value('string'), 'confidence': Value('float64'), 'bbox': List(Value('float64'))}
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 1892, 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 3 new columns ({'video', 'detections', 'frame'}) and 3 missing columns ({'class', 'confidence', 'bbox'}).
This happened while the json dataset builder was generating data using
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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