Bug-fix benchmarks are essential for evaluating methodologies in automatic program repair (APR) and fault localization (FL). However, existing benchmarks, exemplified by Defects4J, need to evolve to incorporate recent bug-fixes aligned with contemporary development practices. Moreover, reproducibility, a key scientific principle, has been lacking in bug-fix benchmarks. To address these gaps, we present GitBug-Java, a reproducible benchmark of recent Java bugs. GitBug-Java features 199 bugs extracted from the 2023 commit history of 55 notable open-source repositories. The methodology for building GitBug-Java ensures the preservation of bug-fixes in fully-reproducible environments. We publish GitBug-Java at https://github.com/gitbugactions/gitbug-java.
GitBug-Java: A Reproducible Benchmark of Recent Java Bugs
GitBug-Java is a reproducible benchmark consisting of recent Java bugs extracted from open-source repositories, addressing the need for updated and reliable bug-fix benchmarks in automatic program repair and fault localization.
- Year
- 2024
- Venue
- arXiv 2024
- Authors
- 3
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- Abstract onlyARXIV-DEFAULT
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- arxiv.org/abs/2402.02961ARXIV-DEFAULT
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