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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 ({'checkpoint-400', 'checkpoint-500', 'checkpoint-650', 'checkpoint-700', 'checkpoint-200', 'checkpoint-100', 'checkpoint-250', 'checkpoint-50', 'checkpoint-150', 'checkpoint-300', 'checkpoint-550', 'checkpoint-711', 'checkpoint-600', 'checkpoint-450', 'checkpoint-350'}) and 1 missing columns ({'gsm8k_accuracy'}).
This happened while the json dataset builder was generating data using
hf://datasets/p11-p11/data_for_plots/checkpoint_results/gs8_dpo_last_checkpoint/gsm8_few_shot_evaluation_results_all_dpo.json (at revision d3a58bfff88feb86d0559e6ff61c03fab4ac3ec5)
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
checkpoint-50: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-100: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-150: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-200: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-250: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-300: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-350: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-400: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-450: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-500: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-550: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-600: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-650: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-700: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
checkpoint-711: struct<gsm8k_accuracy: double>
child 0, gsm8k_accuracy: double
to
{'gsm8k_accuracy': Value(dtype='float64', 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 15 new columns ({'checkpoint-400', 'checkpoint-500', 'checkpoint-650', 'checkpoint-700', 'checkpoint-200', 'checkpoint-100', 'checkpoint-250', 'checkpoint-50', 'checkpoint-150', 'checkpoint-300', 'checkpoint-550', 'checkpoint-711', 'checkpoint-600', 'checkpoint-450', 'checkpoint-350'}) and 1 missing columns ({'gsm8k_accuracy'}).
This happened while the json dataset builder was generating data using
hf://datasets/p11-p11/data_for_plots/checkpoint_results/gs8_dpo_last_checkpoint/gsm8_few_shot_evaluation_results_all_dpo.json (at revision d3a58bfff88feb86d0559e6ff61c03fab4ac3ec5)
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.
gsm8k_accuracy
float64 |
|---|
0.201668
|
0.249431
|
0.296437
|
0.301744
|
0.286581
|
0.322972
|
0.321456
|
0.310842
|
0.31539
|
0.166793
|
0.318423
|
0.310083
|
0.313116
|
0.313874
|
0.313116
|
null |
0.291888
|
0.319181
|
0.409401
|
0.408643
|
0.409401
|
0.406368
|
0.409401
|
0.410159
|
0.410159
|
0.240334
|
0.413192
|
0.410159
|
0.410917
|
0.410917
|
0.412434
|
null |
0.492039
|
0
|
0.14329
|
0.145565
|
0.14329
|
0.12282
|
0.15163
|
0.161486
|
0.124337
|
0.119788
|
0.141016
|
0.162244
|
0.000758
|
0.174375
|
0.145565
|
0.152388
|
0.176649
|
0.172858
|
0.176649
|
0.173616
|
0.173616
|
0.009098
|
0.02047
|
0.073541
|
0.088704
|
0.09022
|
0.078089
|
0.107657
|
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