Datasets:

---

dwahdany

/

privacy-arena-data

like 0

Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
dataset: string
architecture: string
num_classes: int64
pool_size: int64
n_members: int64
split_source: string
epochs: int64
lr: double
weight_decay: double
dropout: double
full_auc_loss: double
full_auc_conf: double
member_acc: double
nonmember_acc: double
wall_clock_sec: double
to
{'epoch': Value('int64'), 'train_loss': Value('float64'), 'auc_loss': Value('float64'), 'auc_conf': Value('float64'), 'member_acc': Value('float64'), 'nonmember_acc': Value('float64'), 'member_loss': Value('float64'), 'nonmember_loss': Value('float64'), 'elapsed_sec': Value('float64')}
because column names don't match
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 764, in write_table
                  self.write_rows_on_file()  # in case there are buffered rows to write first
                  ~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 663, in write_rows_on_file
                  self._write_table(table)
                  ~~~~~~~~~~~~~~~~~^^^^^^^
                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
              dataset: string
              architecture: string
              num_classes: int64
              pool_size: int64
              n_members: int64
              split_source: string
              epochs: int64
              lr: double
              weight_decay: double
              dropout: double
              full_auc_loss: double
              full_auc_conf: double
              member_acc: double
              nonmember_acc: double
              wall_clock_sec: double
              to
              {'epoch': Value('int64'), 'train_loss': Value('float64'), 'auc_loss': Value('float64'), 'auc_conf': Value('float64'), 'member_acc': Value('float64'), 'nonmember_acc': Value('float64'), 'member_loss': Value('float64'), 'nonmember_loss': Value('float64'), 'elapsed_sec': Value('float64')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                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 13 new columns ({'lr', 'dropout', 'full_auc_loss', 'num_classes', 'wall_clock_sec', 'weight_decay', 'epochs', 'n_members', 'architecture', 'dataset', 'pool_size', 'full_auc_conf', 'split_source'}) and 7 missing columns ({'epoch', 'nonmember_loss', 'member_loss', 'train_loss', 'auc_conf', 'auc_loss', 'elapsed_sec'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/dwahdany/privacy-arena-data/models/mia/fitzpatrick17k_vitb16/training_history.json (at revision a62c8f2599874c09434c0986caec42c0293645f8), ['hf://datasets/dwahdany/privacy-arena-data@a62c8f2599874c09434c0986caec42c0293645f8/models/mia/fairface_vitb16/training_history.json', 'hf://datasets/dwahdany/privacy-arena-data@a62c8f2599874c09434c0986caec42c0293645f8/models/mia/fairface_vitb16/training_summary.json', 'hf://datasets/dwahdany/privacy-arena-data@a62c8f2599874c09434c0986caec42c0293645f8/models/mia/fitzpatrick17k_vitb16/training_history.json', 'hf://datasets/dwahdany/privacy-arena-data@a62c8f2599874c09434c0986caec42c0293645f8/models/mia/fitzpatrick17k_vitb16/training_summary.json'], ['hf://datasets/dwahdany/privacy-arena-data@a62c8f2599874c09434c0986caec42c0293645f8/models/mia/fairface_vitb16/training_history.json', 'hf://datasets/dwahdany/privacy-arena-data@a62c8f2599874c09434c0986caec42c0293645f8/models/mia/fairface_vitb16/training_summary.json', 'hf://datasets/dwahdany/privacy-arena-data@a62c8f2599874c09434c0986caec42c0293645f8/models/mia/fitzpatrick17k_vitb16/training_history.json', 'hf://datasets/dwahdany/privacy-arena-data@a62c8f2599874c09434c0986caec42c0293645f8/models/mia/fitzpatrick17k_vitb16/training_summary.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)
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
                  num_examples, num_bytes = writer.finalize()
                                            ~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 781, in finalize
                  self.write_rows_on_file()
                  ~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 663, in write_rows_on_file
                  self._write_table(table)
                  ~~~~~~~~~~~~~~~~~^^^^^^^
                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
              dataset: string
              architecture: string
              num_classes: int64
              pool_size: int64
              n_members: int64
              split_source: string
              epochs: int64
              lr: double
              weight_decay: double
              dropout: double
              full_auc_loss: double
              full_auc_conf: double
              member_acc: double
              nonmember_acc: double
              wall_clock_sec: double
              to
              {'epoch': Value('int64'), 'train_loss': Value('float64'), 'auc_loss': Value('float64'), 'auc_conf': Value('float64'), 'member_acc': Value('float64'), 'nonmember_acc': Value('float64'), 'member_loss': Value('float64'), 'nonmember_loss': Value('float64'), 'elapsed_sec': Value('float64')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              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 1869, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset