The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
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 15 new columns ({'Channel', 'Name', 'Fault_Diagnosis', 'Description', 'File', 'Domain_description', 'Sample_lenth', 'Visiable', 'TYPE', 'Sample_rate', 'Remaining_Life', 'Label_Description', 'Anomaly_Detection', 'RUL_label', 'RUL_label_description'}) and 1 missing columns ({'H5_Key'}).
This happened while the csv dataset builder was generating data using
hf://datasets/PHMbench/PHM-Vibench/analysis_raw_m2048_k100/01_reports/selected_metadata.csv (at revision 508cc138a048607284ae2644f96df46ad1df0830)
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 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Id: int64
Dataset_id: int64
Name: string
Description: double
TYPE: double
File: string
Visiable: int64
Label: double
Label_Description: double
Fault_level: double
RUL_label: double
RUL_label_description: double
Domain_id: double
Domain_description: string
Sample_rate: double
Sample_lenth: double
Channel: double
Fault_Diagnosis: string
Anomaly_Detection: string
Remaining_Life: string
Dataset_Name: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2807
to
{'Id': Value(dtype='int64', id=None), 'H5_Key': Value(dtype='int64', id=None), 'Dataset_id': Value(dtype='int64', id=None), 'Dataset_Name': Value(dtype='string', id=None), 'Label': Value(dtype='float64', id=None), 'Domain_id': Value(dtype='float64', id=None), 'Fault_level': Value(dtype='string', 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 1431, 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 992, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, 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 1873, 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 15 new columns ({'Channel', 'Name', 'Fault_Diagnosis', 'Description', 'File', 'Domain_description', 'Sample_lenth', 'Visiable', 'TYPE', 'Sample_rate', 'Remaining_Life', 'Label_Description', 'Anomaly_Detection', 'RUL_label', 'RUL_label_description'}) and 1 missing columns ({'H5_Key'}).
This happened while the csv dataset builder was generating data using
hf://datasets/PHMbench/PHM-Vibench/analysis_raw_m2048_k100/01_reports/selected_metadata.csv (at revision 508cc138a048607284ae2644f96df46ad1df0830)
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.
Id
int64 | H5_Key
int64 | Dataset_id
int64 | Dataset_Name
string | Label
float64 | Domain_id
float64 | Fault_level
string |
|---|---|---|---|---|---|---|
1
| 1
| 1
|
CWRU
| 0
| 0
|
0
|
2
| 2
| 1
|
CWRU
| 0
| 1
|
0
|
3
| 3
| 1
|
CWRU
| 0
| 2
|
0
|
4
| 4
| 1
|
CWRU
| 0
| 3
|
0
|
5
| 5
| 1
|
CWRU
| 1
| 0
|
1
|
6
| 6
| 1
|
CWRU
| 1
| 1
|
1
|
7
| 7
| 1
|
CWRU
| 1
| 2
|
1
|
8
| 8
| 1
|
CWRU
| 1
| 3
|
1
|
9
| 9
| 1
|
CWRU
| 1
| 0
|
1
|
10
| 10
| 1
|
CWRU
| 1
| 1
|
1
|
11
| 11
| 1
|
CWRU
| 1
| 2
|
1
|
12
| 12
| 1
|
CWRU
| 1
| 3
|
1
|
13
| 13
| 1
|
CWRU
| 2
| 0
|
1
|
14
| 14
| 1
|
CWRU
| 2
| 1
|
1
|
15
| 15
| 1
|
CWRU
| 2
| 2
|
1
|
16
| 16
| 1
|
CWRU
| 2
| 3
|
1
|
17
| 17
| 1
|
CWRU
| 2
| 0
|
1
|
18
| 18
| 1
|
CWRU
| 2
| 1
|
1
|
19
| 19
| 1
|
CWRU
| 2
| 2
|
1
|
20
| 20
| 1
|
CWRU
| 2
| 3
|
1
|
21
| 21
| 1
|
CWRU
| 3
| 0
|
1
|
22
| 22
| 1
|
CWRU
| 3
| 1
|
1
|
23
| 23
| 1
|
CWRU
| 3
| 2
|
1
|
24
| 24
| 1
|
CWRU
| 3
| 3
|
1
|
25
| 25
| 1
|
CWRU
| 3
| 0
|
1
|
26
| 26
| 1
|
CWRU
| 3
| 1
|
1
|
27
| 27
| 1
|
CWRU
| 3
| 2
|
1
|
28
| 28
| 1
|
CWRU
| 3
| 3
|
1
|
29
| 29
| 1
|
CWRU
| 3
| 0
|
1
|
30
| 30
| 1
|
CWRU
| 3
| 1
|
1
|
31
| 31
| 1
|
CWRU
| 3
| 2
|
1
|
32
| 32
| 1
|
CWRU
| 3
| 3
|
1
|
33
| 33
| 1
|
CWRU
| 3
| 0
|
1
|
34
| 34
| 1
|
CWRU
| 3
| 1
|
1
|
35
| 35
| 1
|
CWRU
| 3
| 2
|
1
|
36
| 36
| 1
|
CWRU
| 3
| 3
|
1
|
37
| 37
| 1
|
CWRU
| 3
| 0
|
1
|
38
| 38
| 1
|
CWRU
| 3
| 1
|
1
|
39
| 39
| 1
|
CWRU
| 3
| 2
|
1
|
40
| 40
| 1
|
CWRU
| 3
| 3
|
1
|
41
| 41
| 1
|
CWRU
| 3
| 0
|
1
|
42
| 42
| 1
|
CWRU
| 3
| 1
|
1
|
43
| 43
| 1
|
CWRU
| 3
| 2
|
1
|
44
| 44
| 1
|
CWRU
| 3
| 3
|
1
|
45
| 45
| 1
|
CWRU
| 1
| 0
|
2
|
46
| 46
| 1
|
CWRU
| 1
| 1
|
2
|
47
| 47
| 1
|
CWRU
| 1
| 2
|
2
|
48
| 48
| 1
|
CWRU
| 1
| 3
|
2
|
49
| 49
| 1
|
CWRU
| 1
| 1
|
2
|
50
| 50
| 1
|
CWRU
| 1
| 2
|
2
|
51
| 51
| 1
|
CWRU
| 1
| 3
|
2
|
52
| 52
| 1
|
CWRU
| 1
| 3
|
2
|
53
| 53
| 1
|
CWRU
| 2
| 0
|
2
|
54
| 54
| 1
|
CWRU
| 2
| 1
|
2
|
55
| 55
| 1
|
CWRU
| 2
| 2
|
2
|
56
| 56
| 1
|
CWRU
| 2
| 3
|
2
|
57
| 57
| 1
|
CWRU
| 2
| 0
|
2
|
58
| 58
| 1
|
CWRU
| 2
| 1
|
2
|
59
| 59
| 1
|
CWRU
| 2
| 2
|
2
|
60
| 60
| 1
|
CWRU
| 2
| 3
|
2
|
61
| 61
| 1
|
CWRU
| 3
| 0
|
2
|
62
| 62
| 1
|
CWRU
| 3
| 1
|
2
|
63
| 63
| 1
|
CWRU
| 3
| 2
|
2
|
64
| 64
| 1
|
CWRU
| 3
| 3
|
2
|
65
| 65
| 1
|
CWRU
| 3
| 0
|
2
|
66
| 66
| 1
|
CWRU
| 3
| 1
|
2
|
67
| 67
| 1
|
CWRU
| 3
| 2
|
2
|
68
| 68
| 1
|
CWRU
| 3
| 3
|
2
|
69
| 69
| 1
|
CWRU
| 1
| 0
|
3
|
70
| 70
| 1
|
CWRU
| 1
| 1
|
3
|
71
| 71
| 1
|
CWRU
| 1
| 2
|
3
|
72
| 72
| 1
|
CWRU
| 1
| 3
|
3
|
73
| 73
| 1
|
CWRU
| 1
| 0
|
3
|
74
| 74
| 1
|
CWRU
| 1
| 1
|
3
|
75
| 75
| 1
|
CWRU
| 1
| 2
|
3
|
76
| 76
| 1
|
CWRU
| 1
| 3
|
3
|
77
| 77
| 1
|
CWRU
| 2
| 0
|
3
|
78
| 78
| 1
|
CWRU
| 2
| 1
|
3
|
79
| 79
| 1
|
CWRU
| 2
| 2
|
3
|
80
| 80
| 1
|
CWRU
| 2
| 3
|
3
|
81
| 81
| 1
|
CWRU
| 2
| 0
|
3
|
82
| 82
| 1
|
CWRU
| 2
| 1
|
3
|
83
| 83
| 1
|
CWRU
| 2
| 2
|
3
|
84
| 84
| 1
|
CWRU
| 2
| 3
|
3
|
85
| 85
| 1
|
CWRU
| 3
| 0
|
3
|
86
| 86
| 1
|
CWRU
| 3
| 1
|
3
|
87
| 87
| 1
|
CWRU
| 3
| 2
|
3
|
88
| 88
| 1
|
CWRU
| 3
| 3
|
3
|
89
| 89
| 1
|
CWRU
| 3
| 0
|
3
|
90
| 90
| 1
|
CWRU
| 3
| 1
|
3
|
91
| 91
| 1
|
CWRU
| 3
| 2
|
3
|
92
| 92
| 1
|
CWRU
| 3
| 3
|
3
|
93
| 93
| 1
|
CWRU
| 3
| 0
|
2
|
94
| 94
| 1
|
CWRU
| 3
| 1
|
2
|
95
| 95
| 1
|
CWRU
| 3
| 2
|
2
|
96
| 96
| 1
|
CWRU
| 3
| 3
|
2
|
97
| 97
| 1
|
CWRU
| 3
| 0
|
3
|
98
| 98
| 1
|
CWRU
| 3
| 1
|
3
|
99
| 99
| 1
|
CWRU
| 3
| 2
|
3
|
100
| 100
| 1
|
CWRU
| 3
| 3
|
3
|
End of preview.