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pxy1118
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LoGIC-Dataset

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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 1 new columns ({'yield'}) and 1 missing columns ({'E'}).

This happened while the csv dataset builder was generating data using

hf://datasets/pxy1118/LoGIC-Dataset/CNN/dataset/yield.csv (at revision f2efb5530466d9b08369e6c4ee3cd90d923cb4fb), [/tmp/hf-datasets-cache/medium/datasets/83893333526492-config-parquet-and-info-pxy1118-LoGIC-Dataset-75026f4b/hub/datasets--pxy1118--LoGIC-Dataset/snapshots/f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/CNN/dataset/E.csv (origin=hf://datasets/pxy1118/LoGIC-Dataset@f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/CNN/dataset/E.csv), /tmp/hf-datasets-cache/medium/datasets/83893333526492-config-parquet-and-info-pxy1118-LoGIC-Dataset-75026f4b/hub/datasets--pxy1118--LoGIC-Dataset/snapshots/f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/CNN/dataset/yield.csv (origin=hf://datasets/pxy1118/LoGIC-Dataset@f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/CNN/dataset/yield.csv), /tmp/hf-datasets-cache/medium/datasets/83893333526492-config-parquet-and-info-pxy1118-LoGIC-Dataset-75026f4b/hub/datasets--pxy1118--LoGIC-Dataset/snapshots/f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/GNN/dataset/simulation_results.csv (origin=hf://datasets/pxy1118/LoGIC-Dataset@f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/GNN/dataset/simulation_results.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
              sample: int64
              yield: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 481
              to
              {'sample': Value('int64'), 'E': 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 1 new columns ({'yield'}) and 1 missing columns ({'E'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/pxy1118/LoGIC-Dataset/CNN/dataset/yield.csv (at revision f2efb5530466d9b08369e6c4ee3cd90d923cb4fb), [/tmp/hf-datasets-cache/medium/datasets/83893333526492-config-parquet-and-info-pxy1118-LoGIC-Dataset-75026f4b/hub/datasets--pxy1118--LoGIC-Dataset/snapshots/f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/CNN/dataset/E.csv (origin=hf://datasets/pxy1118/LoGIC-Dataset@f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/CNN/dataset/E.csv), /tmp/hf-datasets-cache/medium/datasets/83893333526492-config-parquet-and-info-pxy1118-LoGIC-Dataset-75026f4b/hub/datasets--pxy1118--LoGIC-Dataset/snapshots/f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/CNN/dataset/yield.csv (origin=hf://datasets/pxy1118/LoGIC-Dataset@f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/CNN/dataset/yield.csv), /tmp/hf-datasets-cache/medium/datasets/83893333526492-config-parquet-and-info-pxy1118-LoGIC-Dataset-75026f4b/hub/datasets--pxy1118--LoGIC-Dataset/snapshots/f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/GNN/dataset/simulation_results.csv (origin=hf://datasets/pxy1118/LoGIC-Dataset@f2efb5530466d9b08369e6c4ee3cd90d923cb4fb/GNN/dataset/simulation_results.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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sample
int64
E
float64
0
13,910.53
1
12,108.18
2
9,724.58
3
14,060.1
4
13,510.48
5
10,513.81
6
12,474.13
7
12,093.88
8
14,671.94
9
12,683.2
10
16,299.92
11
11,449.38
12
11,761.27
13
11,098.52
14
11,813.04
15
13,964.92
16
10,421.23
17
11,427.71
18
13,301.94
19
11,605.15
20
11,806.03
21
11,361.61
22
13,387.51
23
11,248.6
24
13,530.49
25
10,670.45
26
10,817.19
27
16,773.37
28
15,558.68
29
11,774.08
30
11,566.5
31
11,919.1
32
11,600.79
33
14,364.65
34
13,918.87
35
12,013.71
36
15,708.81
37
13,456.85
38
12,165.46
39
11,427.13
40
10,573.54
41
15,423.62
42
13,064.6
43
16,798.07
44
12,046.93
45
15,327.07
46
10,820.04
47
12,144.22
48
14,206.42
49
14,634.77
50
12,146.53
51
12,644.01
52
12,879.16
53
10,704.96
54
10,135.37
55
12,138.01
56
12,122.98
57
12,462.92
58
11,399.03
59
14,336.32
60
13,250.26
61
13,132.01
62
11,451.34
63
14,465.95
64
9,710.44
65
11,340.39
66
12,500.65
67
10,005.38
68
12,347.3
69
10,687.46
70
12,149.87
71
12,296.83
72
13,161.11
73
13,617.1
74
10,881.85
75
17,245.27
76
12,509.05
77
15,189.71
78
14,111.91
79
9,914.22
80
11,867.47
81
10,229.67
82
10,264.55
83
14,973.12
84
11,735.91
85
10,086.75
86
12,012.25
87
13,854.02
88
11,230.21
89
12,086.13
90
10,366.22
91
14,140.84
92
12,445.33
93
12,899.42
94
13,036.36
95
13,077.27
96
15,027.71
97
15,616.78
98
13,928.44
99
13,225.6
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