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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 68 new columns ({'action_16', 'action_34', 'action_26', 'action_49', 'action_31', 'action_33', 'action_6', 'action_32', 'action_63', 'action_17', 'action_29', 'action_62', 'action_47', 'action_44', 'action_43', 'action_13', 'action_24', 'action_14', 'action_45', 'action_10', 'action_50', 'action_58', 'action_48', 'action_1', 'action_37', 'action_53', 'action_30', 'action_0', 'action_2', 'action_23', 'action_21', 'action_18', 'action_3', 'wall_stress_top', 'wall_stress', 'action_4', 'action_22', 'action_42', 'action_40', 'action_61', 'action_12', 'action_7', 'action_11', 'action_5', 'action_8', 'action_56', 'action_60', 'wall_stress_bottom', 'reward', 'action_41', 'action_54', 'action_59', 'action_51', 'action_38', 'action_25', 'action_46', 'action_19', 'action_52', 'action_55', 'action_27', 'action_20', 'action_15', 'action_36', 'action_9', 'action_57', 'action_35', 'action_39', 'action_28'}) and 27 missing columns ({'velocity_magnitude_p25', 'vorticity_magnitude_p5', 'drag', 'velocity_magnitude_p95', 'lift', 'pressure_mean', 'velocity_magnitude_max', 'pressure_max', 'velocity_magnitude_mean', 'vorticity_magnitude_p25', 'pressure_min', 'velocity_magnitude_min', 'vorticity_magnitude_mean', 'abs_lift', 'velocity_magnitude_p5', 'vorticity_magnitude_p95', 'pressure_p95', 'vorticity_magnitude_p75', 'velocity_magnitude_p50', 'vorticity_magnitude_p50', 'pressure_p5', 'vorticity_magnitude_min', 'pressure_p75', 'pressure_p50', 'vorticity_magnitude_max', 'pressure_p25', 'velocity_magnitude_p75'}).

This happened while the csv dataset builder was generating data using

hf://datasets/safe-autonomous-systems/fluidgym-data/initial_domains/channel_flow3D_L3.14_Re180_Res64_Ref1/0/train_opposition_control_both_episode.csv (at revision de501f0d114d2548c98684cd63a91968a7be8805)

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
              reward: double
              wall_stress: double
              wall_stress_bottom: double
              wall_stress_top: double
              action_0: double
              action_1: double
              action_2: double
              action_3: double
              action_4: double
              action_5: double
              action_6: double
              action_7: double
              action_8: double
              action_9: double
              action_10: double
              action_11: double
              action_12: double
              action_13: double
              action_14: double
              action_15: double
              action_16: double
              action_17: double
              action_18: double
              action_19: double
              action_20: double
              action_21: double
              action_22: double
              action_23: double
              action_24: double
              action_25: double
              action_26: double
              action_27: double
              action_28: double
              action_29: double
              action_30: double
              action_31: double
              action_32: double
              action_33: double
              action_34: double
              action_35: double
              action_36: double
              action_37: double
              action_38: double
              action_39: double
              action_40: double
              action_41: double
              action_42: double
              action_43: double
              action_44: double
              action_45: double
              action_46: double
              action_47: double
              action_48: double
              action_49: double
              action_50: double
              action_51: double
              action_52: double
              action_53: double
              action_54: double
              action_55: double
              action_56: double
              action_57: double
              action_58: double
              action_59: double
              action_60: double
              action_61: double
              action_62: double
              action_63: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 8362
              to
              {'drag': Value('float64'), 'lift': Value('float64'), 'abs_lift': Value('float64'), 'velocity_magnitude_mean': Value('float64'), 'velocity_magnitude_min': Value('float64'), 'velocity_magnitude_max': Value('float64'), 'velocity_magnitude_p5': Value('float64'), 'velocity_magnitude_p25': Value('float64'), 'velocity_magnitude_p50': Value('float64'), 'velocity_magnitude_p75': Value('float64'), 'velocity_magnitude_p95': Value('float64'), 'pressure_mean': Value('float64'), 'pressure_min': Value('float64'), 'pressure_max': Value('float64'), 'pressure_p5': Value('float64'), 'pressure_p25': Value('float64'), 'pressure_p50': Value('float64'), 'pressure_p75': Value('float64'), 'pressure_p95': Value('float64'), 'vorticity_magnitude_mean': Value('float64'), 'vorticity_magnitude_min': Value('float64'), 'vorticity_magnitude_max': Value('float64'), 'vorticity_magnitude_p5': Value('float64'), 'vorticity_magnitude_p25': Value('float64'), 'vorticity_magnitude_p50': Value('float64'), 'vorticity_magnitude_p75': Value('float64'), 'vorticity_magnitude_p95': 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 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 68 new columns ({'action_16', 'action_34', 'action_26', 'action_49', 'action_31', 'action_33', 'action_6', 'action_32', 'action_63', 'action_17', 'action_29', 'action_62', 'action_47', 'action_44', 'action_43', 'action_13', 'action_24', 'action_14', 'action_45', 'action_10', 'action_50', 'action_58', 'action_48', 'action_1', 'action_37', 'action_53', 'action_30', 'action_0', 'action_2', 'action_23', 'action_21', 'action_18', 'action_3', 'wall_stress_top', 'wall_stress', 'action_4', 'action_22', 'action_42', 'action_40', 'action_61', 'action_12', 'action_7', 'action_11', 'action_5', 'action_8', 'action_56', 'action_60', 'wall_stress_bottom', 'reward', 'action_41', 'action_54', 'action_59', 'action_51', 'action_38', 'action_25', 'action_46', 'action_19', 'action_52', 'action_55', 'action_27', 'action_20', 'action_15', 'action_36', 'action_9', 'action_57', 'action_35', 'action_39', 'action_28'}) and 27 missing columns ({'velocity_magnitude_p25', 'vorticity_magnitude_p5', 'drag', 'velocity_magnitude_p95', 'lift', 'pressure_mean', 'velocity_magnitude_max', 'pressure_max', 'velocity_magnitude_mean', 'vorticity_magnitude_p25', 'pressure_min', 'velocity_magnitude_min', 'vorticity_magnitude_mean', 'abs_lift', 'velocity_magnitude_p5', 'vorticity_magnitude_p95', 'pressure_p95', 'vorticity_magnitude_p75', 'velocity_magnitude_p50', 'vorticity_magnitude_p50', 'pressure_p5', 'vorticity_magnitude_min', 'pressure_p75', 'pressure_p50', 'vorticity_magnitude_max', 'pressure_p25', 'velocity_magnitude_p75'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/safe-autonomous-systems/fluidgym-data/initial_domains/channel_flow3D_L3.14_Re180_Res64_Ref1/0/train_opposition_control_both_episode.csv (at revision de501f0d114d2548c98684cd63a91968a7be8805)
              
              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)

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drag
float64
lift
float64
abs_lift
float64
velocity_magnitude_mean
float64
velocity_magnitude_min
float64
velocity_magnitude_max
float64
velocity_magnitude_p5
float64
velocity_magnitude_p25
float64
velocity_magnitude_p50
float64
velocity_magnitude_p75
float64
velocity_magnitude_p95
float64
pressure_mean
float64
pressure_min
float64
pressure_max
float64
pressure_p5
float64
pressure_p25
float64
pressure_p50
float64
pressure_p75
float64
pressure_p95
float64
vorticity_magnitude_mean
float64
vorticity_magnitude_min
float64
vorticity_magnitude_max
float64
vorticity_magnitude_p5
float64
vorticity_magnitude_p25
float64
vorticity_magnitude_p50
float64
vorticity_magnitude_p75
float64
vorticity_magnitude_p95
float64
0.299849
0.84995
0.84995
2.147839
0.01092
4.080694
0.104656
0.341753
2.398743
3.914815
4.05608
0.002786
-0.096173
0.105475
-0.01158
-0.000297
0.002826
0.006256
0.016367
0.015065
-33.541965
35.224339
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0.831689
1.918024
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0.88822
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2.14808
0.010913
4.081003
0.100029
0.34853
2.399841
3.914726
4.056603
0.002691
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0.108034
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0.002709
0.00652
0.016158
0.012983
-33.803207
35.595516
-1.384399
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0.830152
1.934817
0.309849
0.915839
0.915839
2.149009
0.010937
4.081372
0.109557
0.35119
2.39931
3.912757
4.056902
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0.109782
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0.002335
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0.010085
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35.624321
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0.827624
1.932425
0.313341
0.922279
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2.148036
0.010936
4.081249
0.10068
0.347552
2.399848
3.916692
4.058088
0.002645
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0.106341
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35.420879
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