netmanaiops / logclass Goto Github PK
View Code? Open in Web Editor NEWIEEE-TNSM 2021: Anomalous Log Identification and Classification with Partial Labels
License: MIT License
IEEE-TNSM 2021: Anomalous Log Identification and Classification with Partial Labels
License: MIT License
And when I try to run the code ,it comes to an error:
(venv) E:\LogClass\LogClass-master>python -m logclass --train --kfold 3 --logs_type "bgl" --raw_logs "data/open_source_logs" --report macro
Experiment ID: 3077882225
-------------------------------------params-------------------------------------
Beginning experiment using the following configuration:
report: ['macro']
train: True
force: False
base_dir: E:\LogClass\LogClass-master\output
logs_type: bgl
healthy_label: unlabeled
features: ['tfilf']
binary_classifier: pu_learning
multi_classifier: svm
swap: False
raw_logs: data\open_source_logs
kfold: 3
logs: E:\LogClass\LogClass-master\output\preprocessed_logs\bgl.txt
id: 3077882225
id_dir: E:\LogClass\LogClass-master\output\logclass_bgl_3077882225
models_dir: E:\LogClass\LogClass-master\output\logclass_bgl_3077882225\models
features_dir: E:\LogClass\LogClass-master\output\logclass_bgl_3077882225\features
results_dir: E:\LogClass\LogClass-master\output\logclass_bgl_3077882225\results
Traceback (most recent call last):
File "C:\Users\Administrator\AppData\Local\Programs\Python\Python37\lib\runpy.py", line 193, in _run_module_as_main
"main", mod_spec)
File "C:\Users\Administrator\AppData\Local\Programs\Python\Python37\lib\runpy.py", line 85, in _run_code
exec(code, run_globals)
File "E:\LogClass\LogClass-master\logclass.py", line 199, in
main()
File "E:\LogClass\LogClass-master\logclass.py", line 188, in main
preprocess = preprocess_registry.get_preprocessor(params['logs_type'])
File "E:\LogClass\LogClass-master\preprocess\registry.py", line 20, in get_preprocessor
return _PREPROCESSORS[data_src]
KeyError: 'bgl'
Is there anything missing?
I can‘t find’output‘
Experiment ID: 2310136305
F:\Users\Desktop\LogClass\LogClass\output\logclass_bgl_2310136305
Traceback (most recent call last):
File "D:\ANACONDA\envs\study\lib\runpy.py", line 194, in _run_module_as_main
return _run_code(code, main_globals, None,
File "D:\ANACONDA\envs\study\lib\runpy.py", line 87, in _run_code
exec(code, run_globals)
File "F:\Users\Desktop\LogClass\LogClass\logclass.py", line 201, in
main()
File "F:\Users\Desktop\LogClass\LogClass\logclass.py", line 185, in main
load_params(params)
File "F:\Users\Desktop\LogClass\LogClass\utils.py", line 28, in load_params
with open(params_file, "r") as fp:
FileNotFoundError: [Errno 2] No such file or directory: 'F:\Users\Desktop\LogClass\LogClass\output\logclass_bgl_2310136305\best_params.json'
I have had several best_pararms.json of different outputs,but every time I run this code above,it can give me best_pararms.json of different id which can't found.
Is there anything wrong with the code?
from .utils import (
ImportError: attempted relative import with no known parent package
This file is in the data/open_source_logs/bgl
folder.
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