A Note About: Critical Review of BugSwarm for Fault Localization and Program Repair

Abstract: Datasets play an important role in the advancement of software tools and facilitate their evaluation. BugSwarm is an infrastructure to automatically create a large dataset of real-world reproducible failures and fixes. In this paper, we respond to Durieux and Abreu's critical review of the BugSwarm dataset, referred to in this paper as CriticalReview. We replicate CriticalReview's study and find several incorrect claims and assumptions about the BugSwarm dataset. We discuss these incorrect claims and other contributions listed by CriticalReview. Finally, we discuss general misconceptions about BugSwarm, and our vision for the use of the infrastructure and dataset.