Science Score: 44.0%
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✓CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○DOI references
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○Academic publication links
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○Scientific vocabulary similarity
Low similarity (15.5%) to scientific vocabulary
Keywords
Repository
An automated fault localization tool for Python programs.
Basic Info
- Host: GitHub
- Owner: atom-sw
- License: mit
- Language: Python
- Default Branch: main
- Homepage: https://fauxpy.readthedocs.io/
- Size: 405 KB
Statistics
- Stars: 23
- Watchers: 0
- Forks: 2
- Open Issues: 0
- Releases: 5
Topics
Metadata Files
README.md
FauxPy
What is FauxPy?
FauxPy (pronounced: foh pie) is an automated fault localization tool for Python programs.
It helps developers locate the root cause of software bugs using advanced dynamic analysis techniques.
New in FauxPy: LLM-Driven MBFL
FauxPy now supports LLM-Driven Mutation-Based Fault Localization!
This functionality is the result of integrating PyLLMut into FauxPy.
Help improve FauxPy! Share your feedback in our Discussions.
Features
FauxPy supports seven classic fault localization techniques in four families:
- SBFL (spectrum-based) techniques Tarantula, Ochiai, and DStar.
- MBFL (mutation-based) techniques Metallaxis and Muse.
- PS (predicate switching) fault localization.
- ST (stack-trace) fault localization.
It supports fault localization at the level of statements (statement-level granularity) and at the level of functions (function-level granularity).
FauxPy is based on dynamic analysis, and works seamlessly with tests written in:
FauxPy can also leverage large language models (LLMs) to improve fault localization effectiveness.
Documentation
Full documentation is available at FauxPy documentation.
Installation
To install FauxPy, follow the instructions in the Installation Guide.
Usage
For quick examples of how to use FauxPy, refer to the Quick Start Guide.
Command-Line Options
For a detailed list of command-line options, refer to the Command-Line Options Guide.
How to Cite
If you use this tool in your research, please cite it as described in our citation guide: How to Cite
Mirrors
This repository is a public mirror of (part of) FauxPy's private development repository. There are two public mirrors, whose content is identical:
- https://github.com/atom-sw/fauxpy
- https://github.com/mohrez86/fauxpy
Owner
- Name: ATOM software
- Login: atom-sw
- Kind: organization
- Location: Switzerland
- Website: https://bugcounting.net
- Repositories: 8
- Profile: https://github.com/atom-sw
Automation in Software and Verification Technology Research Group at USI
Citation (CITATION.cff)
@article{Rezaalipour:2024,
title={An empirical study of fault localization in {P}ython programs},
author={Rezaalipour, Mohammad and Furia, Carlo A.},
journal={Empirical Software Engineering},
volume={29},
number={4},
pages={92},
year={2024},
publisher={Springer}
}
GitHub Events
Total
- Release event: 5
- Watch event: 6
- Push event: 8
- Create event: 5
Last Year
- Release event: 5
- Watch event: 6
- Push event: 8
- Create event: 5