Datasets:

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cheryyunl

/

3D-data-megatron

like 0

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 9 new columns ({'total_time_processing', 'n_total_packed_doc', 'total_time_startup', 'total_docs_processed', 'n_total_tokens', 'total_bytes_processed', 'n_pointclouds', 'n_total_doc', 'total_time'}) and 3 missing columns ({'n_pointcloud_tokens', 'n_tokens', 'n_objects'}).

This happened while the json dataset builder was generating data using

hf://datasets/cheryyunl/3D-data-megatron/3dfuture/3dfuture_shard_000_pack32k/data_stats.json (at revision 6df9d93a26ed89bb3e2b7ed8c89ee04c901a0edd)

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 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, 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 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              total_bytes_processed: int64
              total_docs_processed: int64
              total_time: double
              total_time_startup: double
              total_time_processing: double
              n_pointclouds: int64
              n_total_doc: int64
              n_total_packed_doc: int64
              n_total_tokens: int64
              to
              {'n_tokens': Value(dtype='int64', id=None), 'n_pointcloud_tokens': Value(dtype='int64', id=None), 'n_objects': Value(dtype='int64', 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 1433, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 989, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, 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 1873, 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 9 new columns ({'total_time_processing', 'n_total_packed_doc', 'total_time_startup', 'total_docs_processed', 'n_total_tokens', 'total_bytes_processed', 'n_pointclouds', 'n_total_doc', 'total_time'}) and 3 missing columns ({'n_pointcloud_tokens', 'n_tokens', 'n_objects'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/cheryyunl/3D-data-megatron/3dfuture/3dfuture_shard_000_pack32k/data_stats.json (at revision 6df9d93a26ed89bb3e2b7ed8c89ee04c901a0edd)
              
              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)