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| Content Provider | ACM Digital Library |
|---|---|
| Author | Tan, Lin Lam, Patrick Eyolfson, Jon |
| Abstract | Modern software is often developed over many years with hundreds of thousands of commits. Commit metadata is a rich source of social characteristics, including the commit's time of day and the experience and commit frequency of its author. The "bugginess" of a commit is also a critical property of that commit. In this paper, we investigate the correlation between a commit's social characteristics and its "bugginess"; such results can be very useful for software developers and software engineering researchers. For instance, developers or code reviewers might be well-advised to thoroughly verify commits that are more likely to be buggy. In this paper, we study the correlation between a commit's bugginess and the time of day of the commit, the day of week of the commit, and the experience and commit frequency of the commit authors. We survey two widely-used open source projects: the Linux kernel and PostgreSQL. Our main findings include: (1) commits submitted between midnight and 4 AM (referred to as late-night commits) are significantly buggier and commits between 7 AM and noon are less buggy, implying that developers may want to double-check their own latenight commits; (2) daily-committing developers produce less-buggy commits, indicating that we may want to promote the practice of daily-committing developers reviewing other developers' commits; and (3) the bugginess of commits versus day-of-week varies for different software projects. |
| Starting Page | 153 |
| Ending Page | 162 |
| Page Count | 10 |
| File Format | |
| ISBN | 9781450305747 |
| DOI | 10.1145/1985441.1985464 |
| Language | English |
| Publisher | Association for Computing Machinery (ACM) |
| Publisher Date | 2011-05-21 |
| Publisher Place | New York |
| Access Restriction | Subscribed |
| Subject Keyword | Empirical study Source control system Bug detection |
| Content Type | Text |
| Resource Type | Article |
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