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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 9 new columns ({'macs', 'phase', 'strategy', 'accuracy', 'params', 'seed', 'sparsity', 'model', 'dataset'}) and 3 missing columns ({'val_accuracy', 'epoch', 'best_accuracy'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Shanmuk4622/heaip-cifar100/results_ablation_full_cifar100.csv (at revision fe9784e1d4c140226ec9dc02a8a3469558d759a0), ['hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/cifar100/baselines/mobilenetv3/history.csv', 'hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/cifar100/baselines/resnet18/history.csv', 'hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/cifar100/baselines/vgg16/history.csv', 'hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/results_ablation_full_cifar100.csv', 'hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/results_ftepochs_cifar100.csv', 'hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/results_hparam_cifar100.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/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              phase: string
              dataset: string
              model: string
              strategy: string
              sparsity: int64
              seed: int64
              accuracy: double
              macs: int64
              params: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1276
              to
              {'epoch': Value('int64'), 'val_accuracy': Value('float64'), 'best_accuracy': 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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 ({'macs', 'phase', 'strategy', 'accuracy', 'params', 'seed', 'sparsity', 'model', 'dataset'}) and 3 missing columns ({'val_accuracy', 'epoch', 'best_accuracy'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Shanmuk4622/heaip-cifar100/results_ablation_full_cifar100.csv (at revision fe9784e1d4c140226ec9dc02a8a3469558d759a0), ['hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/cifar100/baselines/mobilenetv3/history.csv', 'hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/cifar100/baselines/resnet18/history.csv', 'hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/cifar100/baselines/vgg16/history.csv', 'hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/results_ablation_full_cifar100.csv', 'hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/results_ftepochs_cifar100.csv', 'hf://datasets/Shanmuk4622/heaip-cifar100@fe9784e1d4c140226ec9dc02a8a3469558d759a0/results_hparam_cifar100.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)

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epoch int64	val_accuracy float64	best_accuracy float64
0	1	1
1	1.04	1.04
2	7.5	7.5
3	20.9	20.9
4	24.91	24.91
5	23.95	24.91
6	29.79	29.79
7	31.88	31.88
8	33.51	33.51
9	33.62	33.62
10	37.2	37.2
11	41.66	41.66
12	40.75	41.66
13	39.05	41.66
14	43.8	43.8
15	43.04	43.8
16	44.29	44.29
17	45.64	45.64
18	46.66	46.66
19	51.17	51.17
20	47.26	51.17
21	49.85	51.17
22	50.03	51.17
23	53.74	53.74
24	54.29	54.29
25	54.16	54.29
26	52.81	54.29
27	55.11	55.11
28	56.89	56.89
29	58.24	58.24
30	56.78	58.24
31	58.43	58.43
32	59.07	59.07
33	59.45	59.45
34	59.13	59.45
35	61.32	61.32
36	62.1	62.1
37	63.34	63.34
38	63.72	63.72
39	63.88	63.88
40	63.71	63.88
41	64.53	64.53
42	65.21	65.21
43	65.38	65.38
44	66.03	66.03
45	66.06	66.06
46	66.29	66.29
47	66.39	66.39
48	66.53	66.53
49	66.54	66.54
0	13.82	13.82
1	28.98	28.98
2	37.5	37.5
3	36.17	37.5
4	42.66	42.66
5	47.51	47.51
6	50.22	50.22
7	50.25	50.25
8	56.83	56.83
9	53.94	56.83
10	52.81	56.83
11	59.23	59.23
12	57.31	59.23
13	56.93	59.23
14	58.62	59.23
15	60.53	60.53
16	61.56	61.56
17	59.84	61.56
18	62.27	62.27
19	62.91	62.91
20	63.44	63.44
21	62.24	63.44
22	63.16	63.44
23	61.84	63.44
24	65.52	65.52
25	65.46	65.52
26	65.11	65.52
27	68.28	68.28
28	68.3	68.3
29	68.21	68.3
30	69.44	69.44
31	69.04	69.44
32	70.14	70.14
33	71.3	71.3
34	72.15	72.15
35	73.06	73.06
36	73.84	73.84
37	73.69	73.84
38	74.64	74.64
39	74.44	74.64
40	74.58	74.64
41	74.87	74.87
42	75.32	75.32
43	75.13	75.32
44	75.38	75.38
45	75.33	75.38
46	75.38	75.38
47	75.29	75.38
48	75.44	75.44
49	75.4	75.44

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