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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 15 new columns ({'question_id', 'question', 'split', 'backbone', 'atom_count', 'image_path', 'skill', 'expected_answer', 'prompt_id', 'human_label', 'annotation_id', 'image_complete', 'prompt', 'notes', 'human_uncertain'}) and 1 missing columns ({'rank'}).
This happened while the csv dataset builder was generating data using
hf://datasets/LawrenceYin/crisp-atom-audit-responses/responses.csv (at revision 881c448f823cbd6f5837c8c11f63e0a1840589ae), [/tmp/hf-datasets-cache/medium/datasets/90832860425041-config-parquet-and-info-LawrenceYin-crisp-atom-au-662bd6da/hub/datasets--LawrenceYin--crisp-atom-audit-responses/snapshots/881c448f823cbd6f5837c8c11f63e0a1840589ae/assignments.csv (origin=hf://datasets/LawrenceYin/crisp-atom-audit-responses@881c448f823cbd6f5837c8c11f63e0a1840589ae/assignments.csv), /tmp/hf-datasets-cache/medium/datasets/90832860425041-config-parquet-and-info-LawrenceYin-crisp-atom-au-662bd6da/hub/datasets--LawrenceYin--crisp-atom-audit-responses/snapshots/881c448f823cbd6f5837c8c11f63e0a1840589ae/responses.csv (origin=hf://datasets/LawrenceYin/crisp-atom-audit-responses@881c448f823cbd6f5837c8c11f63e0a1840589ae/responses.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 1800, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
annotator: string
image_id: string
annotation_id: string
prompt_id: string
backbone: string
split: string
atom_count: int64
prompt: string
image_path: string
question_id: string
question: string
expected_answer: string
skill: string
human_label: string
human_uncertain: bool
image_complete: bool
notes: double
timestamp: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2389
to
{'annotator': Value('string'), 'image_id': Value('string'), 'rank': Value('int64'), 'timestamp': 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 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 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 15 new columns ({'question_id', 'question', 'split', 'backbone', 'atom_count', 'image_path', 'skill', 'expected_answer', 'prompt_id', 'human_label', 'annotation_id', 'image_complete', 'prompt', 'notes', 'human_uncertain'}) and 1 missing columns ({'rank'}).
This happened while the csv dataset builder was generating data using
hf://datasets/LawrenceYin/crisp-atom-audit-responses/responses.csv (at revision 881c448f823cbd6f5837c8c11f63e0a1840589ae), [/tmp/hf-datasets-cache/medium/datasets/90832860425041-config-parquet-and-info-LawrenceYin-crisp-atom-au-662bd6da/hub/datasets--LawrenceYin--crisp-atom-audit-responses/snapshots/881c448f823cbd6f5837c8c11f63e0a1840589ae/assignments.csv (origin=hf://datasets/LawrenceYin/crisp-atom-audit-responses@881c448f823cbd6f5837c8c11f63e0a1840589ae/assignments.csv), /tmp/hf-datasets-cache/medium/datasets/90832860425041-config-parquet-and-info-LawrenceYin-crisp-atom-au-662bd6da/hub/datasets--LawrenceYin--crisp-atom-audit-responses/snapshots/881c448f823cbd6f5837c8c11f63e0a1840589ae/responses.csv (origin=hf://datasets/LawrenceYin/crisp-atom-audit-responses@881c448f823cbd6f5837c8c11f63e0a1840589ae/responses.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.
annotator string | image_id string | rank int64 | timestamp int64 |
|---|---|---|---|
B | sd3_medium__g2_0022__s0 | 0 | 1,778,852,662 |
B | flux_dev__g2_0718__s0 | 1 | 1,778,852,662 |
B | sdxl__g2_0006__s0 | 2 | 1,778,852,662 |
B | flux_dev__g2_0310__s0 | 3 | 1,778,852,662 |
B | sdxl__g2_0717__s0 | 4 | 1,778,852,662 |
B | flux_dev__g2_0722__s0 | 5 | 1,778,852,662 |
B | sd3_medium__g2_0502__s0 | 6 | 1,778,852,662 |
B | sd3_medium__g2_0422__s0 | 7 | 1,778,852,662 |
B | flux_dev__g2_0620__s0 | 8 | 1,778,852,662 |
B | sdxl__g2_0112__s0 | 9 | 1,778,852,662 |
B | flux_dev__g2_0711__s0 | 10 | 1,778,852,662 |
B | sd3_medium__g2_0712__s0 | 11 | 1,778,852,662 |
B | sd3_medium__g2_0607__s0 | 12 | 1,778,852,662 |
B | sdxl__g2_0219__s0 | 13 | 1,778,852,662 |
B | sd3_medium__g2_0415__s0 | 14 | 1,778,852,662 |
B | flux_dev__g2_0604__s0 | 15 | 1,778,852,662 |
B | sdxl__g2_0423__s0 | 16 | 1,778,852,662 |
B | flux_dev__g2_0606__s0 | 17 | 1,778,852,662 |
B | flux_dev__g2_0605__s0 | 18 | 1,778,852,662 |
B | flux_dev__g2_0021__s0 | 19 | 1,778,852,662 |
B | flux_dev__g2_0624__s0 | 20 | 1,778,852,662 |
B | sd3_medium__g2_0006__s0 | 21 | 1,778,852,662 |
B | flux_dev__g2_0700__s0 | 22 | 1,778,852,662 |
B | flux_dev__g2_0213__s0 | 23 | 1,778,852,662 |
B | sd3_medium__g2_0624__s0 | 24 | 1,778,852,662 |
B | flux_dev__g2_0022__s0 | 25 | 1,778,852,662 |
B | flux_dev__g2_0515__s0 | 26 | 1,778,852,662 |
B | sd3_medium__g2_0012__s0 | 27 | 1,778,852,662 |
B | sd3_medium__g2_0023__s0 | 28 | 1,778,852,662 |
B | sdxl__g2_0101__s0 | 29 | 1,778,852,662 |
B | flux_dev__g2_0707__s0 | 30 | 1,778,852,662 |
B | flux_dev__g2_0501__s0 | 31 | 1,778,852,662 |
B | sd3_medium__g2_0209__s0 | 32 | 1,778,852,662 |
B | flux_dev__g2_0119__s0 | 33 | 1,778,852,662 |
B | sdxl__g2_0604__s0 | 34 | 1,778,852,662 |
B | sdxl__g2_0624__s0 | 35 | 1,778,852,662 |
B | sdxl__g2_0408__s0 | 36 | 1,778,852,662 |
B | sd3_medium__g2_0005__s0 | 37 | 1,778,852,662 |
B | flux_dev__g2_0617__s0 | 38 | 1,778,852,662 |
B | flux_dev__g2_0504__s0 | 39 | 1,778,852,662 |
B | sd3_medium__g2_0310__s0 | 40 | 1,778,852,662 |
B | sd3_medium__g2_0317__s0 | 41 | 1,778,852,662 |
B | flux_dev__g2_0205__s0 | 42 | 1,778,852,662 |
B | flux_dev__g2_0513__s0 | 43 | 1,778,852,662 |
B | sd3_medium__g2_0418__s0 | 44 | 1,778,852,662 |
B | flux_dev__g2_0403__s0 | 45 | 1,778,852,662 |
B | sdxl__g2_0207__s0 | 46 | 1,778,852,662 |
B | sdxl__g2_0324__s0 | 47 | 1,778,852,662 |
B | flux_dev__g2_0011__s0 | 48 | 1,778,852,662 |
B | flux_dev__g2_0103__s0 | 49 | 1,778,852,662 |
B | sd3_medium__g2_0303__s0 | 50 | 1,778,852,662 |
B | flux_dev__g2_0120__s0 | 51 | 1,778,852,662 |
B | sd3_medium__g2_0419__s0 | 52 | 1,778,852,662 |
B | flux_dev__g2_0114__s0 | 53 | 1,778,852,662 |
B | sd3_medium__g2_0406__s0 | 54 | 1,778,852,662 |
B | sd3_medium__g2_0408__s0 | 55 | 1,778,852,662 |
B | sd3_medium__g2_0515__s0 | 56 | 1,778,852,662 |
B | flux_dev__g2_0417__s0 | 57 | 1,778,852,662 |
B | sd3_medium__g2_0208__s0 | 58 | 1,778,852,662 |
B | sd3_medium__g2_0516__s0 | 59 | 1,778,852,662 |
nort | sd3_medium__g2_0119__s0 | 0 | 1,778,852,702 |
nort | sd3_medium__g2_0214__s0 | 1 | 1,778,852,702 |
nort | sd3_medium__g2_0700__s0 | 2 | 1,778,852,702 |
nort | sd3_medium__g2_0224__s0 | 3 | 1,778,852,702 |
nort | sdxl__g2_0015__s0 | 4 | 1,778,852,702 |
nort | flux_dev__g2_0408__s0 | 5 | 1,778,852,702 |
nort | sd3_medium__g2_0322__s0 | 6 | 1,778,852,702 |
nort | sdxl__g2_0515__s0 | 7 | 1,778,852,702 |
nort | sd3_medium__g2_0521__s0 | 8 | 1,778,852,702 |
nort | sd3_medium__g2_0623__s0 | 9 | 1,778,852,702 |
nort | flux_dev__g2_0222__s0 | 10 | 1,778,852,702 |
nort | flux_dev__g2_0518__s0 | 11 | 1,778,852,702 |
nort | sdxl__g2_0117__s0 | 12 | 1,778,852,702 |
nort | flux_dev__g2_0200__s0 | 13 | 1,778,852,702 |
nort | sd3_medium__g2_0112__s0 | 14 | 1,778,852,702 |
nort | sd3_medium__g2_0102__s0 | 15 | 1,778,852,702 |
nort | sd3_medium__g2_0702__s0 | 16 | 1,778,852,702 |
nort | flux_dev__g2_0319__s0 | 17 | 1,778,852,702 |
nort | flux_dev__g2_0101__s0 | 18 | 1,778,852,702 |
nort | flux_dev__g2_0715__s0 | 19 | 1,778,852,702 |
nort | flux_dev__g2_0519__s0 | 20 | 1,778,852,702 |
nort | flux_dev__g2_0307__s0 | 21 | 1,778,852,702 |
nort | sd3_medium__g2_0319__s0 | 22 | 1,778,852,702 |
nort | flux_dev__g2_0006__s0 | 23 | 1,778,852,702 |
nort | sdxl__g2_0513__s0 | 24 | 1,778,852,702 |
nort | sdxl__g2_0005__s0 | 25 | 1,778,852,702 |
nort | sd3_medium__g2_0612__s0 | 26 | 1,778,852,702 |
nort | flux_dev__g2_0424__s0 | 27 | 1,778,852,702 |
nort | sd3_medium__g2_0116__s0 | 28 | 1,778,852,702 |
nort | sd3_medium__g2_0207__s0 | 29 | 1,778,852,702 |
nort | flux_dev__g2_0210__s0 | 30 | 1,778,852,702 |
nort | flux_dev__g2_0214__s0 | 31 | 1,778,852,702 |
nort | flux_dev__g2_0720__s0 | 32 | 1,778,852,702 |
nort | flux_dev__g2_0013__s0 | 33 | 1,778,852,702 |
nort | flux_dev__g2_0516__s0 | 34 | 1,778,852,702 |
nort | flux_dev__g2_0717__s0 | 35 | 1,778,852,702 |
nort | sdxl__g2_0623__s0 | 36 | 1,778,852,702 |
nort | flux_dev__g2_0714__s0 | 37 | 1,778,852,702 |
nort | flux_dev__g2_0005__s0 | 38 | 1,778,852,702 |
nort | sd3_medium__g2_0703__s0 | 39 | 1,778,852,702 |
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