Datasets:

---

AI4Science-WestlakeU

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RealPDEBench

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AI for Scientific Simulation and Discovery Lab 4

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 ({'7125_0.7.h5', '8062_1.1.h5', '4406_0.7.h5', '8062_0.9.h5', '3562_1.1.h5', '3562_0.9.h5', '6281_1.2.h5', '2625_1.0.h5', '8062_1.0.h5', '8062_0.7.h5'}) and 2 missing columns ({'sim_id', 'time_id'}).

This happened while the json dataset builder was generating data using

hf://datasets/AI4Science-WestlakeU/RealPDEBench/controlled_cylinder/in_dist_test_params_real.json (at revision e11df872da8230cd7ad3ccdef41ec83d2a3e4e67)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              2625_1.0.h5: list<item: double>
                child 0, item: double
              3562_0.9.h5: list<item: double>
                child 0, item: double
              3562_1.1.h5: list<item: double>
                child 0, item: double
              4406_0.7.h5: list<item: double>
                child 0, item: double
              6281_1.2.h5: list<item: double>
                child 0, item: double
              7125_0.7.h5: list<item: double>
                child 0, item: double
              8062_0.7.h5: list<item: double>
                child 0, item: double
              8062_0.9.h5: list<item: double>
                child 0, item: double
              8062_1.0.h5: list<item: double>
                child 0, item: double
              8062_1.1.h5: list<item: double>
                child 0, item: double
              to
              {'sim_id': Value('string'), 'time_id': Value('int64')}
              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 1334, 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 911, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 10 new columns ({'7125_0.7.h5', '8062_1.1.h5', '4406_0.7.h5', '8062_0.9.h5', '3562_1.1.h5', '3562_0.9.h5', '6281_1.2.h5', '2625_1.0.h5', '8062_1.0.h5', '8062_0.7.h5'}) and 2 missing columns ({'sim_id', 'time_id'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/AI4Science-WestlakeU/RealPDEBench/controlled_cylinder/in_dist_test_params_real.json (at revision e11df872da8230cd7ad3ccdef41ec83d2a3e4e67)
              
              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)