Datasets:

---

Junjun2333

/

HPDv3-PlusPlus

like 2

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 10 new columns ({'level', 'image_path', 'source', 'tier', 'capability', 'prompt', 'iter_step', 'group_id', 'iter_norm', 'ogd_std'}) and 2 missing columns ({'std', 'group_key'}).

This happened while the json dataset builder was generating data using

hf://datasets/Junjun2333/HPDv3-PlusPlus/train/rollout.json (at revision 5ccc5efa6024607a06ac502beb772d59235e7f93), ['hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/ogd_std.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/rollout.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage1_labeled.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage1_ref.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage2_labeled.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/train_aes.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/train_tf.json'], ['hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/ogd_std.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/rollout.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage1_labeled.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage1_ref.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage2_labeled.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/train_aes.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/train_tf.json']

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
              group_id: string
              source: string
              prompt: string
              tier: string
              iter_step: string
              capability: string
              iter_norm: string
              level: string
              image_path: string
              ogd_std: string
              to
              {'group_key': Value('string'), 'std': 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 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 10 new columns ({'level', 'image_path', 'source', 'tier', 'capability', 'prompt', 'iter_step', 'group_id', 'iter_norm', 'ogd_std'}) and 2 missing columns ({'std', 'group_key'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/Junjun2333/HPDv3-PlusPlus/train/rollout.json (at revision 5ccc5efa6024607a06ac502beb772d59235e7f93), ['hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/ogd_std.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/rollout.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage1_labeled.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage1_ref.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage2_labeled.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/train_aes.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/train_tf.json'], ['hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/ogd_std.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/rollout.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage1_labeled.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage1_ref.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/stage2_labeled.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/train_aes.json', 'hf://datasets/Junjun2333/HPDv3-PlusPlus@5ccc5efa6024607a06ac502beb772d59235e7f93/train/train_tf.json']
              
              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)