Datasets:

---

Yousra0x0

/

reconstruction_unetv2_val20

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 8 new columns ({'SSIM', 'Trachea_removed', 'Dice', 'Faces_full', 'IoU', 'PSNR(dB)', 'Recall', 'Precision'}) and 8 missing columns ({'MSD_compression(mm)', 'Faces', 'HD95_compression(mm)', 'HD95_vs_GT(mm)', 'Size(MB)', 'QEM_time(s)', 'Target', 'MSD_vs_GT(mm)'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Yousra0x0/reconstruction_unetv2_val20/table2_main_metrics.csv (at revision 2baa18b6d6254f780c2dca19ea3a2256f7c098a9), [/tmp/hf-datasets-cache/medium/datasets/72583189270544-config-parquet-and-info-Yousra0x0-reconstruction_-ee472841/hub/datasets--Yousra0x0--reconstruction_unetv2_val20/snapshots/2baa18b6d6254f780c2dca19ea3a2256f7c098a9/table1_qem_metrics.csv (origin=hf://datasets/Yousra0x0/reconstruction_unetv2_val20@2baa18b6d6254f780c2dca19ea3a2256f7c098a9/table1_qem_metrics.csv), /tmp/hf-datasets-cache/medium/datasets/72583189270544-config-parquet-and-info-Yousra0x0-reconstruction_-ee472841/hub/datasets--Yousra0x0--reconstruction_unetv2_val20/snapshots/2baa18b6d6254f780c2dca19ea3a2256f7c098a9/table2_main_metrics.csv (origin=hf://datasets/Yousra0x0/reconstruction_unetv2_val20@2baa18b6d6254f780c2dca19ea3a2256f7c098a9/table2_main_metrics.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/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Patient: string
              Dice: double
              IoU: double
              Precision: double
              Recall: double
              PSNR(dB): double
              SSIM: double
              Faces_full: int64
              Watertight: bool
              Volume(mm³): int64
              Trachea_removed: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1535
              to
              {'Patient': Value('string'), 'Target': Value('string'), 'Faces': Value('int64'), 'HD95_compression(mm)': Value('float64'), 'MSD_compression(mm)': Value('float64'), 'HD95_vs_GT(mm)': Value('float64'), 'MSD_vs_GT(mm)': Value('float64'), 'Volume(mm³)': Value('int64'), 'Size(MB)': Value('float64'), 'Watertight': Value('bool'), 'QEM_time(s)': Value('float64')}
              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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, 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 8 new columns ({'SSIM', 'Trachea_removed', 'Dice', 'Faces_full', 'IoU', 'PSNR(dB)', 'Recall', 'Precision'}) and 8 missing columns ({'MSD_compression(mm)', 'Faces', 'HD95_compression(mm)', 'HD95_vs_GT(mm)', 'Size(MB)', 'QEM_time(s)', 'Target', 'MSD_vs_GT(mm)'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Yousra0x0/reconstruction_unetv2_val20/table2_main_metrics.csv (at revision 2baa18b6d6254f780c2dca19ea3a2256f7c098a9), [/tmp/hf-datasets-cache/medium/datasets/72583189270544-config-parquet-and-info-Yousra0x0-reconstruction_-ee472841/hub/datasets--Yousra0x0--reconstruction_unetv2_val20/snapshots/2baa18b6d6254f780c2dca19ea3a2256f7c098a9/table1_qem_metrics.csv (origin=hf://datasets/Yousra0x0/reconstruction_unetv2_val20@2baa18b6d6254f780c2dca19ea3a2256f7c098a9/table1_qem_metrics.csv), /tmp/hf-datasets-cache/medium/datasets/72583189270544-config-parquet-and-info-Yousra0x0-reconstruction_-ee472841/hub/datasets--Yousra0x0--reconstruction_unetv2_val20/snapshots/2baa18b6d6254f780c2dca19ea3a2256f7c098a9/table2_main_metrics.csv (origin=hf://datasets/Yousra0x0/reconstruction_unetv2_val20@2baa18b6d6254f780c2dca19ea3a2256f7c098a9/table2_main_metrics.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)