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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 6 new columns ({'human_effect', 'cond_a', 'cond_b', 'outcome', 'true_effect', 'gpt4_effect'}) and 6 missing columns ({'omin', 'condition.name', 'outcome.name', 'model', 'omax', 'pred'}).
This happened while the csv dataset builder was generating data using
hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs/CONTRAST_level_true_gpt4_human.csv (at revision cfdb71e7f888ba11a5b267406fb0b01dd1bdb417), ['hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/ALL_MODEL_condition_means.csv', 'hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/CONTRAST_level_true_gpt4_human.csv', 'hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/MERGED_condition_level.csv', 'hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/RA_study_features.csv', 'hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/tess_items.csv', 'hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/tess_pairs.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/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
study: string
outcome: string
cond_a: string
cond_b: string
true_effect: double
gpt4_effect: double
human_effect: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1099
to
{'model': Value('string'), 'study': Value('string'), 'outcome.name': Value('string'), 'condition.name': Value('string'), 'pred': Value('float64'), 'omin': Value('int64'), 'omax': 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 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
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 6 new columns ({'human_effect', 'cond_a', 'cond_b', 'outcome', 'true_effect', 'gpt4_effect'}) and 6 missing columns ({'omin', 'condition.name', 'outcome.name', 'model', 'omax', 'pred'}).
This happened while the csv dataset builder was generating data using
hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs/CONTRAST_level_true_gpt4_human.csv (at revision cfdb71e7f888ba11a5b267406fb0b01dd1bdb417), ['hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/ALL_MODEL_condition_means.csv', 'hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/CONTRAST_level_true_gpt4_human.csv', 'hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/MERGED_condition_level.csv', 'hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/RA_study_features.csv', 'hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/tess_items.csv', 'hf://datasets/su3su2u1/repro-human-ai-complementarity-inputs@cfdb71e7f888ba11a5b267406fb0b01dd1bdb417/tess_pairs.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.
model string | study string | outcome.name string | condition.name string | pred float64 | omin int64 | omax int64 |
|---|---|---|---|---|---|---|
babbage-002 | AnsonBRIEF60 | blue_collar_positivity | Control group 1 | 3.184219 | 1 | 5 |
babbage-002 | AnsonBRIEF60 | blue_collar_positivity | Treatment group 1 | 3.204457 | 1 | 5 |
babbage-002 | AnsonBRIEF60 | economy_positivity | Control group 1 | 2.915065 | 1 | 5 |
babbage-002 | AnsonBRIEF60 | economy_positivity | Treatment group 1 | 2.977304 | 1 | 5 |
babbage-002 | berganS20 | support | 1 [Republican with instruction] | 2.345316 | 1 | 7 |
babbage-002 | berganS20 | support | 2 [Democrat with instruction] | 2.338613 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Democrat, Eric Engage | 2.857004 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Democrat, Eric, Not engage | 2.90934 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Democrat, Eric, Stay out | 2.837509 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Democrat, Erica, Engage | 2.827501 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Democrat, Erica, Not engage | 2.836642 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Democrat, Erica, Stay out | 2.796086 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Republican, Eric, Engage | 2.763406 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Republican, Eric, Not engage | 2.888936 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Republican, Eric, Stay out | 2.753509 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Republican, Erica, Engage | 2.75593 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Republican, Erica, Not engage | 3.046012 | 1 | 7 |
babbage-002 | Blair1131 | Approve_Handling | Male, Republican, Erica, Stay out | 2.914379 | 1 | 7 |
babbage-002 | bolsenM6 | Providing Personal Pronouns | Baseline | 2.244978 | 1 | 7 |
babbage-002 | bolsenM6 | Providing Personal Pronouns | Descriptive Information | 2.282354 | 1 | 7 |
babbage-002 | bolsenM6 | Providing Personal Pronouns | Descriptive Information + Injunctive Norm | 2.143082 | 1 | 7 |
babbage-002 | bolsenM6 | Providing Personal Pronouns | Injunctive Norm | 2.204933 | 1 | 7 |
babbage-002 | bolsenM6 | They/Them Pronouns in Forms | Baseline | 2.681925 | 1 | 7 |
babbage-002 | bolsenM6 | They/Them Pronouns in Forms | Descriptive Information | 2.621906 | 1 | 7 |
babbage-002 | bolsenM6 | They/Them Pronouns in Forms | Descriptive Information + Injunctive Norm | 2.57261 | 1 | 7 |
babbage-002 | bolsenM6 | They/Them Pronouns in Forms | Injunctive Norm | 2.590989 | 1 | 7 |
babbage-002 | bolsenM6 | Using They/Them Pronouns | Baseline | 3.13964 | 1 | 7 |
babbage-002 | bolsenM6 | Using They/Them Pronouns | Descriptive Information | 3.153761 | 1 | 7 |
babbage-002 | bolsenM6 | Using They/Them Pronouns | Descriptive Information + Injunctive Norm | 3.067376 | 1 | 7 |
babbage-002 | bolsenM6 | Using They/Them Pronouns | Injunctive Norm | 2.930034 | 1 | 7 |
babbage-002 | Bougher893 | warmth Candidate A | CONTROL (NO PARTY CUE) x ALIGNED | 26.56714 | 0 | 100 |
babbage-002 | Bougher893 | warmth Candidate A | CONTROL (NO PARTY CUE) x CROSS-PRESSURED, NON-SALIENT | 27.458487 | 0 | 100 |
babbage-002 | Bougher893 | warmth Candidate A | CONTROL (NO PARTY CUE) x CROSS-PRESSURED, SALIENT | 25.568531 | 0 | 100 |
babbage-002 | Bougher893 | warmth Candidate B | CONTROL (NO PARTY CUE) x ALIGNED | 33.711839 | 0 | 100 |
babbage-002 | Bougher893 | warmth Candidate B | CONTROL (NO PARTY CUE) x CROSS-PRESSURED, NON-SALIENT | 31.422607 | 0 | 100 |
babbage-002 | Bougher893 | warmth Candidate B | CONTROL (NO PARTY CUE) x CROSS-PRESSURED, SALIENT | 31.610584 | 0 | 100 |
babbage-002 | Bougher893 | warmth gop | CONTROL (NO PARTY CUE) x ALIGNED | 30.882302 | 0 | 100 |
babbage-002 | Bougher893 | warmth gop | CONTROL (NO PARTY CUE) x CROSS-PRESSURED, NON-SALIENT | 30.859484 | 0 | 100 |
babbage-002 | Bougher893 | warmth gop | CONTROL (NO PARTY CUE) x CROSS-PRESSURED, SALIENT | 34.194083 | 0 | 100 |
babbage-002 | Braman751 | legitimacy | Gun Control, Clear Authority, 15% support | 4.404336 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Gun Control, Clear Authority, 85% support | 4.320984 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Gun Control, Clearly No Authority, 15% support | 4.280993 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Gun Control, Clearly No Authority, 85% support | 4.275752 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Gun Control, Divided, 85% support | 4.382445 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Gun Control, Divided. 15% support | 4.561571 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Immigration, Clear Authority, 15% support | 3.991702 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Immigration, Clear Authority, 85% support | 3.902408 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Immigration, Clearly No Authority, 15% support | 4.037415 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Immigration, Clearly No Authority, 85% support | 4.200328 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Immigration, Divided, 15% support | 3.828066 | 1 | 7 |
babbage-002 | Braman751 | legitimacy | Immigration, Divided, 85% support | 3.993257 | 1 | 7 |
babbage-002 | Braman751 | pass_legislation | Gun Control, Clear Authority, 15% support | 2.197964 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Gun Control, Clear Authority, 85% support | 2.246117 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Gun Control, Clearly No Authority, 15% support | 2.177735 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Gun Control, Clearly No Authority, 85% support | 2.17044 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Gun Control, Divided, 85% support | 2.117121 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Gun Control, Divided. 15% support | 2.279211 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Immigration, Clear Authority, 15% support | 2.260341 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Immigration, Clear Authority, 85% support | 2.314986 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Immigration, Clearly No Authority, 15% support | 2.337013 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Immigration, Clearly No Authority, 85% support | 2.306073 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Immigration, Divided, 15% support | 2.35387 | 1 | 6 |
babbage-002 | Braman751 | pass_legislation | Immigration, Divided, 85% support | 2.359958 | 1 | 6 |
babbage-002 | Braman751 | scholar_credibility | Gun Control, Clear Authority, 15% support | 1.704071 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Gun Control, Clear Authority, 85% support | 1.733811 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Gun Control, Clearly No Authority, 15% support | 1.705777 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Gun Control, Clearly No Authority, 85% support | 1.686856 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Gun Control, Divided, 85% support | 1.721103 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Gun Control, Divided. 15% support | 1.751381 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Immigration, Clear Authority, 15% support | 1.711811 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Immigration, Clear Authority, 85% support | 1.750332 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Immigration, Clearly No Authority, 15% support | 1.727561 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Immigration, Clearly No Authority, 85% support | 1.742637 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Immigration, Divided, 15% support | 1.742356 | 1 | 2 |
babbage-002 | Braman751 | scholar_credibility | Immigration, Divided, 85% support | 1.742013 | 1 | 2 |
babbage-002 | brandtS1 | coppock_dv_name | 1 [1] | 2.726131 | 1 | 7 |
babbage-002 | brandtS1 | coppock_dv_name | 2 [2] | 2.799488 | 1 | 7 |
babbage-002 | bucci1408 | Caught | A: Drunk Driving, High Risk | 22.716176 | 0 | 100 |
babbage-002 | bucci1408 | Caught | A: Drunk Driving, Low Risk | 24.845914 | 0 | 100 |
babbage-002 | bucci1408 | Respect | A: Drunk Driving, High Risk | 1.505436 | 1 | 5 |
babbage-002 | bucci1408 | Respect | A: Drunk Driving, Low Risk | 1.506333 | 1 | 5 |
babbage-002 | bucci1408 | Rewarding | A: Drunk Driving, High Risk | 46.931714 | 0 | 100 |
babbage-002 | bucci1408 | Rewarding | A: Drunk Driving, Low Risk | 46.603006 | 0 | 100 |
babbage-002 | CalarcoS38 | Approval | HIGH STATUS, HEAVY DRINKIG, WARNING | 3.614329 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | HIGH STATUS, HEAVY DRINKING, NO WARNING | 3.650359 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | HIGH STATUS, LIGHT DRINKING, NO WARNING | 3.711901 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | HIGH STATUS, LIGHT DRINKING, WARNING | 3.62876 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | HIGH STATUS, NO DRINKING, NO WARNING | 3.782238 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | HIGH STATUS, NO DRINKING, WARNING | 3.835446 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | LOW STATUS, HEAVY DRINKING, NO WARNING | 3.626718 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | LOW STATUS, HEAVY DRINKING, WARNING | 3.64211 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | LOW STATUS, LIGHT DRINKING, NO WARNING | 3.655354 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | LOW STATUS, LIGHT DRINKING, WARNING | 3.767334 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | LOW STATUS, NO DRINKING, NO WARNING | 3.78334 | 1 | 5 |
babbage-002 | CalarcoS38 | Approval | LOW STATUS, NO DRINKING, WARNING | 3.846601 | 1 | 5 |
babbage-002 | Campbell1308 | Gender Roles | Control | 4.762708 | 0 | 10 |
babbage-002 | Campbell1308 | Gender Roles | Democratic story | 5.437131 | 0 | 10 |
babbage-002 | Campbell1308 | Gender Roles | Non-Partisan story | 5.456388 | 0 | 10 |
babbage-002 | Campbell1308 | Gender Roles | Republican story | 5.563963 | 0 | 10 |
babbage-002 | Campbell1308 | Political Engagement | Control | 2.967063 | 0 | 10 |
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