FixKit: A Program Repair Collection for Python

Zusammenfassung

In recent years automatic program repair has gained much attention in the research community. Generally, program repair approaches consider a faulty program and a test suite that captures the program's intended behavior. The goal is to automatically generate a patch that corrects the fault by identifying the faulty code locations, suggesting a candidate fix, and validating it against the provided tests. However, most existing program repair tools focus on Java or C programs, while Python, one of the most popular programming languages, lacks approaches that work on it. We present FixKit a collection of *five* program repair approaches for Python programs. Moreover, our framework allows for easy integration of new repair approaches and swapping individual components, for instance, the used fault localization. Our framework enables researchers to effortlessly compare and investigate various repair, fault localization, and validation approaches on a common set of techniques.