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bayspec's Introduction

BaySpec

BaySpec is a Specification Mining algorithm that uses Bayesian networks that are created with the python library libpgm as an input and finds specifications in the network as most likely paths within the network.

This work is based on the methodology described in: Learning Temporal Specifications from Imperfect Traces Using Bayesian Inference A. Mrowca, M. Nocker, S. Steinhorst, S. Günnemann - Proceedings of the 56th Annual Design Automation Conference, 2019

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bayspec's Issues

blinker case study does not work.

I'm trying to evaluate blinker case study in your paper "Learning Temporal Specifications from Imperfect Traces Using Bayesian Inference"
I think we may run it with changing main code

bayspec/main.py

Line 9 in ea527ee

#start_evaluation(option=3)

to

start_evaluation(option=6)

This enables to run blinker case study code
bayspec/evaluation/plots/ev_case_study_blinker.py

However, I get error below.

$ /bin/python3 bayspec/main.py
Traceback (most recent call last):
  File "bayspec/main.py", line 9, in <module>
    start_evaluation(option=6)
  File "bayspec/evaluation/eval_main.py", line 26, in start_evaluation
    case_study_blinker_evaluation()
  File "bayspec/evaluation/eval_main.py", line 53, in case_study_blinker_evaluation
    case_study_blinker.start()
  File "bayspec/evaluation/plots/ev_case_study_blinker.py", line 14, in start
    with open("blinker_model/blinker_tscbn1.tscbn", "rb") as in_stream:
FileNotFoundError: [Errno 2] No such file or directory: 'blinker_model/blinker_tscbn1.tscbn'

It seems blinker_model/blinker_tscbn1.tscbn that is input of this code does not exist in the repo.

How I can represent the blinker case study?
Could you please commit blinker_tscbn1.tscbn and other necessary data?

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