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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 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.
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