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The dataset generation failed because of a cast error
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 ({'6281_1.2.h5', '8062_0.7.h5', '7125_0.7.h5', '8062_0.9.h5', '8062_1.0.h5', '8062_1.1.h5', '4406_0.7.h5', '3562_1.1.h5', '3562_0.9.h5', '2625_1.0.h5'}) and 2 missing columns ({'time_id', 'sim_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 e567d0f6052427753ee71fbd56cd7649132dd734), ['hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/hf_dataset/test_index_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/hf_dataset/test_index_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/hf_dataset/test_index_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/hf_dataset/test_index_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/hf_dataset/test_index_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/hf_dataset/test_index_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/hf_dataset/test_index_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/hf_dataset/test_index_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/hf_dataset/test_index_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/hf_dataset/test_index_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/in_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/in_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/out_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/out_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/in_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/in_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/out_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/out_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/in_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/in_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/out_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/out_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/in_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/in_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/out_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/out_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/in_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/in_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/out_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/out_dist_test_params_real.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/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 674, 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 1342, 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 907, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1889, 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 ({'6281_1.2.h5', '8062_0.7.h5', '7125_0.7.h5', '8062_0.9.h5', '8062_1.0.h5', '8062_1.1.h5', '4406_0.7.h5', '3562_1.1.h5', '3562_0.9.h5', '2625_1.0.h5'}) and 2 missing columns ({'time_id', 'sim_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 e567d0f6052427753ee71fbd56cd7649132dd734), ['hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/hf_dataset/test_index_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/hf_dataset/test_index_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/hf_dataset/test_index_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/hf_dataset/test_index_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/hf_dataset/test_index_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/hf_dataset/test_index_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/hf_dataset/test_index_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/hf_dataset/test_index_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/hf_dataset/test_index_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/hf_dataset/test_index_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/in_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/in_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/out_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/combustion/out_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/in_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/in_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/out_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/controlled_cylinder/out_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/in_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/in_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/out_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/cylinder/out_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/in_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/in_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/out_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/foil/out_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/in_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/in_dist_test_params_real.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/out_dist_test_params_numerical.json', 'hf://datasets/AI4Science-WestlakeU/RealPDEBench@e567d0f6052427753ee71fbd56cd7649132dd734/fsi/out_dist_test_params_real.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)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
sim_id string | time_id int64 |
|---|---|
20NH3_1.1.h5 | 1,687 |
40NH3_0.85.h5 | 477 |
0NH3_0.85.h5 | 376 |
40NH3_1.1.h5 | 826 |
20NH3_1.1.h5 | 1,056 |
80NH3_1.25.h5 | 1,901 |
20NH3_0.9.h5 | 1,670 |
0NH3_0.85.h5 | 36 |
80NH3_0.9.h5 | 1,426 |
20NH3_1.25.h5 | 1,549 |
20NH3_0.9.h5 | 1,076 |
0NH3_1.2.h5 | 1,767 |
40NH3_1.1.h5 | 1,058 |
20NH3_1.1.h5 | 211 |
80NH3_1.15.h5 | 30 |
20NH3_1.05.h5 | 1,253 |
0NH3_1.2.h5 | 1,443 |
40NH3_1.h5 | 96 |
40NH3_1.15.h5 | 1,256 |
20NH3_1.25.h5 | 196 |
60NH3_0.95.h5 | 127 |
80NH3_1.2.h5 | 833 |
20NH3_0.85.h5 | 1,924 |
0NH3_1.15.h5 | 1,607 |
0NH3_1.25.h5 | 1,886 |
0NH3_1.15.h5 | 1,611 |
20NH3_1.05.h5 | 1,230 |
20NH3_1.3.h5 | 958 |
80NH3_1.25.h5 | 840 |
20NH3_0.75.h5 | 937 |
40NH3_1.2.h5 | 1,761 |
20NH3_1.1.h5 | 196 |
80NH3_0.9.h5 | 58 |
0NH3_1.15.h5 | 1,646 |
40NH3_0.9.h5 | 236 |
20NH3_1.05.h5 | 1,153 |
20NH3_0.75.h5 | 1,514 |
0NH3_1.h5 | 734 |
20NH3_1.25.h5 | 1,613 |
20NH3_0.75.h5 | 1,756 |
0NH3_1.3.h5 | 611 |
40NH3_1.15.h5 | 856 |
20NH3_1.1.h5 | 378 |
20NH3_1.25.h5 | 842 |
0NH3_0.85.h5 | 299 |
20NH3_1.05.h5 | 892 |
80NH3_1.25.h5 | 119 |
60NH3_0.95.h5 | 1,376 |
0NH3_1.15.h5 | 1,624 |
20NH3_1.25.h5 | 577 |
80NH3_0.9.h5 | 1,491 |
0NH3_1.1.h5 | 338 |
0NH3_1.3.h5 | 1,348 |
20NH3_1.1.h5 | 379 |
20NH3_1.1.h5 | 696 |
0NH3_1.h5 | 1,492 |
20NH3_1.1.h5 | 1,035 |
40NH3_1.15.h5 | 795 |
40NH3_1.15.h5 | 1,096 |
0NH3_0.85.h5 | 833 |
0NH3_1.2.h5 | 1,736 |
80NH3_1.2.h5 | 1,933 |
0NH3_1.1.h5 | 1,630 |
0NH3_1.2.h5 | 1,636 |
20NH3_0.9.h5 | 1,116 |
20NH3_1.3.h5 | 249 |
20NH3_1.h5 | 977 |
0NH3_0.85.h5 | 1,012 |
40NH3_1.h5 | 121 |
0NH3_1.h5 | 1,896 |
40NH3_1.h5 | 1,573 |
40NH3_0.85.h5 | 989 |
40NH3_1.h5 | 1,608 |
0NH3_1.2.h5 | 959 |
80NH3_1.25.h5 | 806 |
40NH3_1.1.h5 | 1,653 |
40NH3_0.85.h5 | 935 |
80NH3_1.2.h5 | 181 |
40NH3_1.2.h5 | 202 |
0NH3_1.1.h5 | 118 |
0NH3_1.2.h5 | 1,860 |
0NH3_0.9.h5 | 934 |
0NH3_1.3.h5 | 378 |
0NH3_1.h5 | 469 |
40NH3_1.1.h5 | 105 |
40NH3_0.85.h5 | 187 |
80NH3_1.15.h5 | 341 |
20NH3_0.85.h5 | 1,253 |
40NH3_0.9.h5 | 1,641 |
0NH3_1.25.h5 | 1,564 |
60NH3_0.95.h5 | 852 |
20NH3_1.h5 | 1,153 |
40NH3_1.15.h5 | 371 |
20NH3_0.9.h5 | 423 |
20NH3_1.05.h5 | 693 |
0NH3_1.25.h5 | 562 |
40NH3_0.9.h5 | 1,338 |
0NH3_1.2.h5 | 1,272 |
80NH3_1.25.h5 | 434 |
40NH3_1.1.h5 | 1,347 |
End of preview.