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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 3 new columns ({'head', 'timestamp', 'tail'}) and 5 missing columns ({'num_words', 'score', 'dst', 'ts', 'src'}).
This happened while the csv dataset builder was generating data using
hf://datasets/andrewsleader/TGB/thgl-github/thgl-github_edgelist.csv (at revision 6da4cf24684ac76d4caa0058e5ab4bf0214d1c79)
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
timestamp: int64
head: int64
tail: int64
relation_type: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 711
to
{'ts': Value(dtype='int64', id=None), 'src': Value(dtype='int64', id=None), 'dst': Value(dtype='int64', id=None), 'relation_type': Value(dtype='int64', id=None), 'num_words': Value(dtype='int64', id=None), 'score': Value(dtype='int64', id=None)}
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 1324, 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 938, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, 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 3 new columns ({'head', 'timestamp', 'tail'}) and 5 missing columns ({'num_words', 'score', 'dst', 'ts', 'src'}).
This happened while the csv dataset builder was generating data using
hf://datasets/andrewsleader/TGB/thgl-github/thgl-github_edgelist.csv (at revision 6da4cf24684ac76d4caa0058e5ab4bf0214d1c79)
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.
ts
int64 | src
int64 | dst
int64 | relation_type
int64 | num_words
int64 | score
int64 |
|---|---|---|---|---|---|
1,388,534,400
| 0
| 1
| 0
| 32
| 1
|
1,388,534,400
| 0
| 2
| 1
| 32
| 1
|
1,388,534,400
| 3
| 4
| 0
| 16
| 2
|
1,388,534,400
| 3
| 5
| 1
| 16
| 2
|
1,388,534,400
| 6
| 7
| 0
| 10
| 3
|
1,388,534,400
| 6
| 8
| 1
| 10
| 3
|
1,388,534,400
| 9
| 10
| 0
| 6
| -1
|
1,388,534,400
| 9
| 11
| 1
| 6
| -1
|
1,388,534,400
| 12
| 13
| 0
| 17
| 0
|
1,388,534,400
| 12
| 14
| 1
| 17
| 0
|
1,388,534,400
| 15
| 16
| 0
| 25
| 5
|
1,388,534,400
| 15
| 17
| 1
| 25
| 5
|
1,388,534,400
| 18
| 19
| 0
| 22
| 5
|
1,388,534,400
| 18
| 20
| 1
| 22
| 5
|
1,388,534,401
| 21
| 22
| 0
| 14
| 1
|
1,388,534,401
| 21
| 23
| 1
| 14
| 1
|
1,388,534,401
| 24
| 25
| 0
| 6
| 2
|
1,388,534,401
| 24
| 26
| 1
| 6
| 2
|
1,388,534,401
| 27
| 28
| 0
| 17
| 0
|
1,388,534,401
| 27
| 2
| 1
| 17
| 0
|
1,388,534,401
| 29
| 30
| 0
| 24
| 1
|
1,388,534,401
| 29
| 31
| 1
| 24
| 1
|
1,388,534,402
| 32
| 33
| 0
| 4
| 1
|
1,388,534,402
| 32
| 34
| 1
| 4
| 1
|
1,388,534,402
| 35
| 36
| 0
| 49
| 12
|
1,388,534,402
| 35
| 37
| 1
| 49
| 12
|
1,388,534,402
| 38
| 39
| 0
| 26
| 1
|
1,388,534,402
| 38
| 40
| 1
| 26
| 1
|
1,388,534,402
| 41
| 42
| 0
| 186
| 2
|
1,388,534,402
| 41
| 43
| 1
| 186
| 2
|
1,388,534,402
| 44
| 45
| 0
| 19
| 1
|
1,388,534,402
| 44
| 46
| 1
| 19
| 1
|
1,388,534,402
| 47
| 48
| 0
| 32
| 3
|
1,388,534,402
| 47
| 49
| 1
| 32
| 3
|
1,388,534,403
| 50
| 51
| 0
| 14
| 8
|
1,388,534,403
| 50
| 52
| 1
| 14
| 8
|
1,388,534,403
| 53
| 54
| 0
| 15
| 62
|
1,388,534,403
| 53
| 55
| 1
| 15
| 62
|
1,388,534,403
| 56
| 57
| 0
| 75
| 3
|
1,388,534,403
| 56
| 58
| 1
| 75
| 3
|
1,388,534,403
| 59
| 59
| 0
| 9
| 1
|
1,388,534,403
| 59
| 60
| 1
| 9
| 1
|
1,388,534,404
| 61
| 62
| 0
| 19
| 1
|
1,388,534,404
| 61
| 63
| 1
| 19
| 1
|
1,388,534,405
| 64
| 65
| 0
| 8
| 14
|
1,388,534,405
| 64
| 66
| 1
| 8
| 14
|
1,388,534,405
| 67
| 68
| 0
| 7
| 2
|
1,388,534,405
| 67
| 69
| 1
| 7
| 2
|
1,388,534,405
| 70
| 71
| 0
| 9
| 1
|
1,388,534,405
| 70
| 2
| 1
| 9
| 1
|
1,388,534,406
| 72
| 73
| 0
| 30
| 1
|
1,388,534,406
| 72
| 74
| 1
| 30
| 1
|
1,388,534,406
| 75
| 76
| 0
| 12
| 1
|
1,388,534,406
| 75
| 77
| 1
| 12
| 1
|
1,388,534,406
| 78
| 79
| 0
| 6
| 2
|
1,388,534,406
| 78
| 80
| 1
| 6
| 2
|
1,388,534,406
| 81
| 82
| 0
| 7
| 1
|
1,388,534,406
| 81
| 83
| 1
| 7
| 1
|
1,388,534,406
| 84
| 85
| 0
| 8
| 1
|
1,388,534,406
| 84
| 63
| 1
| 8
| 1
|
1,388,534,407
| 86
| 87
| 0
| 1
| 1
|
1,388,534,407
| 86
| 88
| 1
| 1
| 1
|
1,388,534,407
| 89
| 90
| 0
| 13
| 11
|
1,388,534,407
| 89
| 60
| 1
| 13
| 11
|
1,388,534,407
| 91
| 92
| 0
| 19
| 2
|
1,388,534,407
| 91
| 93
| 1
| 19
| 2
|
1,388,534,407
| 94
| 95
| 0
| 8
| 174
|
1,388,534,407
| 94
| 96
| 1
| 8
| 174
|
1,388,534,407
| 97
| 98
| 0
| 7
| 1
|
1,388,534,407
| 97
| 99
| 1
| 7
| 1
|
1,388,534,408
| 100
| 101
| 0
| 2
| 1
|
1,388,534,408
| 100
| 102
| 1
| 2
| 1
|
1,388,534,408
| 103
| 104
| 0
| 56
| 1
|
1,388,534,408
| 103
| 93
| 1
| 56
| 1
|
1,388,534,408
| 105
| 59
| 0
| 56
| 1
|
1,388,534,408
| 105
| 60
| 1
| 56
| 1
|
1,388,534,408
| 106
| 107
| 0
| 2
| 1
|
1,388,534,408
| 106
| 2
| 1
| 2
| 1
|
1,388,534,408
| 108
| 109
| 0
| 14
| 1
|
1,388,534,408
| 108
| 110
| 1
| 14
| 1
|
1,388,534,408
| 111
| 112
| 0
| 12
| 3
|
1,388,534,408
| 111
| 55
| 1
| 12
| 3
|
1,388,534,409
| 113
| 114
| 0
| 228
| 7
|
1,388,534,409
| 113
| 20
| 1
| 228
| 7
|
1,388,534,409
| 115
| 116
| 0
| 49
| 2
|
1,388,534,409
| 115
| 117
| 1
| 49
| 2
|
1,388,534,409
| 118
| 119
| 0
| 21
| 2
|
1,388,534,409
| 118
| 120
| 1
| 21
| 2
|
1,388,534,409
| 121
| 122
| 0
| 21
| 3
|
1,388,534,409
| 121
| 55
| 1
| 21
| 3
|
1,388,534,409
| 123
| 124
| 0
| 20
| 2
|
1,388,534,409
| 123
| 37
| 1
| 20
| 2
|
1,388,534,409
| 125
| 126
| 0
| 15
| -11
|
1,388,534,409
| 125
| 127
| 1
| 15
| -11
|
1,388,534,410
| 128
| 129
| 0
| 1
| 12
|
1,388,534,410
| 128
| 130
| 1
| 1
| 12
|
1,388,534,410
| 131
| 132
| 0
| 37
| 0
|
1,388,534,410
| 131
| 2
| 1
| 37
| 0
|
1,388,534,410
| 133
| 134
| 0
| 3
| -1
|
1,388,534,410
| 133
| 2
| 1
| 3
| -1
|
End of preview.