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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 ({'video_id;video_id_part;duration;time_range_15s;Functional_Disconnection;occlusion_crowding;attentive_seconds;distracted_seconds;attention_level;label_reading;phone_use;dominant_distraction;camera_motion;artwork_1_time_bucket;artwork_2_time_bucket;artwork_3_time_bucket;artwork_4_time_bucket;privacy_flags;annotator_id;annotation_date'}) and 1 missing columns ({'video_id;video_id_part;duration;time_range_15s;Functional_Disconnection;occlusion_crowding;attentive_seconds;distracted_seconds;attention_level;label_reading;phone_use;dominant_distraction;camera_motion;lighting_condition;artwork_1_time_bucket;artwork_2_time_bucket;artwork_3_time_bucket;artwork_4_time_bucket;privacy_flags;annotator_id;annotation_date'}).
This happened while the csv dataset builder was generating data using
hf://datasets/daviarag/museums-artworks/dataset_museos_ty.csv (at revision d10fb525944ced1d463fd58b61c4182bc6b88653)
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
video_id;video_id_part;duration;time_range_15s;Functional_Disconnection;occlusion_crowding;attentive (... 233 chars omitted): string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1027
to
{'video_id;video_id_part;duration;time_range_15s;Functional_Disconnection;occlusion_crowding;attentive_seconds;distracted_seconds;attention_level;label_reading;phone_use;dominant_distraction;camera_motion;lighting_condition;artwork_1_time_bucket;artwork_2_time_bucket;artwork_3_time_bucket;artwork_4_time_bucket;privacy_flags;annotator_id;annotation_date': 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 1339, 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 972, 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 1 new columns ({'video_id;video_id_part;duration;time_range_15s;Functional_Disconnection;occlusion_crowding;attentive_seconds;distracted_seconds;attention_level;label_reading;phone_use;dominant_distraction;camera_motion;artwork_1_time_bucket;artwork_2_time_bucket;artwork_3_time_bucket;artwork_4_time_bucket;privacy_flags;annotator_id;annotation_date'}) and 1 missing columns ({'video_id;video_id_part;duration;time_range_15s;Functional_Disconnection;occlusion_crowding;attentive_seconds;distracted_seconds;attention_level;label_reading;phone_use;dominant_distraction;camera_motion;lighting_condition;artwork_1_time_bucket;artwork_2_time_bucket;artwork_3_time_bucket;artwork_4_time_bucket;privacy_flags;annotator_id;annotation_date'}).
This happened while the csv dataset builder was generating data using
hf://datasets/daviarag/museums-artworks/dataset_museos_ty.csv (at revision d10fb525944ced1d463fd58b61c4182bc6b88653)
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.
video_id;video_id_part;duration;time_range_15s;Functional_Disconnection;occlusion_crowding;attentive_seconds;distracted_seconds;attention_level;label_reading;phone_use;dominant_distraction;camera_motion;lighting_condition;artwork_1_time_bucket;artwork_2_time_bucket;artwork_3_time_bucket;artwork_4_time_bucket;privacy_flags;annotator_id;annotation_date string |
|---|
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"VID_20250812_190748.mp4";"""VID_20250812_190748.mp4""_general";00:56;full_video;NONE;mild;56;0;high;;;;;;;;;;;DAD;17/10/2025 |
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"VID_20250812_190748.mp4";"""VID_20250812_190748.mp4""_4";00:11;45–60s;;;11;0;high;No;No;none;panning;good;6;;;;none;; |
"VID_20250812_191154_HLG.mp4";"""VID_20250812_191154_HLG.mp4""_general";01:05;full_video;NONE;mild;47;18;high;;;;;;;;;;;DAD;17/10/2025 |
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"VID_20250812_191154_HLG.mp4";"""VID_20250812_191154_HLG.mp4""_2";00:15;15–30s;;;13;2;high;No;No;none;panning;good;8;5;;;none;; |
"VID_20250812_191154_HLG.mp4";"""VID_20250812_191154_HLG.mp4""_3";00:15;30–45s;;;5;10;low;No;No;people;walking;good;3;;;;none;; |
"VID_20250812_191154_HLG.mp4";"""VID_20250812_191154_HLG.mp4""_4";00:15;45–60s;;;9;6;medium;No;No;none;steady;good;7;2;;;none;; |
"VID_20250812_191154_HLG.mp4";"""VID_20250812_191154_HLG.mp4""_5";00:05;60–75s;;;5;0;high;No;No;none;steady;good;2;3;;;none;; |
"VID_20250812_191620.mp4";"""VID_20250812_191620.mp4""_general";01:20;full_video;NONE;none;80;0;high;;;;;;;;;;;DAD;17/10/2025 |
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"VID_20250812_191620.mp4";"""VID_20250812_191620.mp4""_2";00:15;15–30s;;;15;0;high;No;No;none;steady;good;15;;;;violent_scene;; |
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"VID_20250812_191620.mp4";"""VID_20250812_191620.mp4""_6";00:05;75–90s;;;5;0;high;Yes;No;none;steady;good;5;;;;none;; |
"VID_20250812_192003_HLG.mp4";"""VID_20250812_192003_HLG.mp4""_general";00:56;full_video;NONE;mild;5;51;low;;;;;;;;;;;DAD;17/10/2025 |
End of preview.
Who are the source data producers?
The source data producers include the ASTOUND team for generating and evaluating the dialogues. Also include the ArtEmis team for artwork data and annotators for emotion attributions.
ASTOUND is an EIC funded project (No. 101071191) under the HORIZON-EIC-2021-PATHFINDERCHALLENGES-01 call. Website: https://www.astound-project.eu
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