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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 8 new columns ({'groovy_chair_3', 'groovy_chair_2', 'groovy_chair_1', 'kronester_teapot_3', 'groovy_chair_4', 'kronester_teapot_2', 'kronester_teapot_4', 'kronester_teapot_1'}) and 17 missing columns ({'resolution_type', 'resolution', 'default', 'cache_dir', 'crop_style', 'type', 'repeats', 'crop', 'metadata_backend', 'cache_dir_vae', 'minimum_image_size', 'dataset_type', 'disabled', 'write_batch_size', 'instance_data_dir', 'caption_strategy', 'id'}).
This happened while the json dataset builder was generating data using
hf://datasets/playerzer0x/testing_dataset/config_20241022_131928/user_prompt_library.json (at revision ae90e53c03d99b5154dd574dae4b55762fd7aa2a)
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 580, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
groovy_chair_1: string
groovy_chair_2: string
groovy_chair_3: string
groovy_chair_4: string
kronester_teapot_1: string
kronester_teapot_2: string
kronester_teapot_3: string
kronester_teapot_4: string
to
{'id': Value(dtype='string', id=None), 'type': Value(dtype='string', id=None), 'instance_data_dir': Value(dtype='string', id=None), 'crop': Value(dtype='bool', id=None), 'crop_style': Value(dtype='string', id=None), 'minimum_image_size': Value(dtype='int64', id=None), 'resolution': Value(dtype='int64', id=None), 'resolution_type': Value(dtype='string', id=None), 'repeats': Value(dtype='int64', id=None), 'metadata_backend': Value(dtype='string', id=None), 'caption_strategy': Value(dtype='string', id=None), 'cache_dir_vae': Value(dtype='string', id=None), 'dataset_type': Value(dtype='string', id=None), 'default': Value(dtype='bool', id=None), 'cache_dir': Value(dtype='string', id=None), 'disabled': Value(dtype='bool', id=None), 'write_batch_size': Value(dtype='int64', id=None)}
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 1392, 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 1041, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 999, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1740, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, 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 8 new columns ({'groovy_chair_3', 'groovy_chair_2', 'groovy_chair_1', 'kronester_teapot_3', 'groovy_chair_4', 'kronester_teapot_2', 'kronester_teapot_4', 'kronester_teapot_1'}) and 17 missing columns ({'resolution_type', 'resolution', 'default', 'cache_dir', 'crop_style', 'type', 'repeats', 'crop', 'metadata_backend', 'cache_dir_vae', 'minimum_image_size', 'dataset_type', 'disabled', 'write_batch_size', 'instance_data_dir', 'caption_strategy', 'id'}).
This happened while the json dataset builder was generating data using
hf://datasets/playerzer0x/testing_dataset/config_20241022_131928/user_prompt_library.json (at revision ae90e53c03d99b5154dd574dae4b55762fd7aa2a)
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 | type
string | instance_data_dir
string | crop
bool | crop_style
string | minimum_image_size
int64 | resolution
int64 | resolution_type
string | repeats
int64 | metadata_backend
string | caption_strategy
string | cache_dir_vae
string | dataset_type
null | default
null | cache_dir
null | disabled
null | write_batch_size
null |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
groovy_chair-512 | local | datasets/testing_dataset/groovy_chair | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-512 | null | null | null | null | null |
groovy_chair-768 | local | datasets/testing_dataset/groovy_chair | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-768 | null | null | null | null | null |
groovy_chair-1024 | local | datasets/testing_dataset/groovy_chair | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//groovy_chair-vae-1024 | null | null | null | null | null |
kronester_teapot-512 | local | datasets/testing_dataset/kronester_teapot | false | random | 512 | 512 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-512 | null | null | null | null | null |
kronester_teapot-768 | local | datasets/testing_dataset/kronester_teapot | false | random | 768 | 768 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-768 | null | null | null | null | null |
kronester_teapot-1024 | local | datasets/testing_dataset/kronester_teapot | false | random | 1,024 | 1,024 | pixel_area | 0 | discovery | textfile | cache//kronester_teapot-vae-1024 | null | null | null | null | null |
text-embed-cache | local | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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