GHAminer: An Open Source Tool to Extract GitHub Actions Build Metrics
GitHub Actions (GHA) has become among the most popular Continuous Integration (CI) platforms in open-source software (OSS) and commercial projects. Collecting such build data remains of crucial importance for practitioners and researchers to allow build performance monitoring, optimization and improvement. However, mining GHA builds to collect build-related data and metrics remains challenging and time-consuming. In this paper, we introduce GHAminer, an open-source tool designed to collect build-related metrics for GitHub Actions. GHAminer covers various aspects of data such as the build-related code changes and tests, the build duration and status (e.g., passed, failed, timeout, etc.), and repository metadata, which would be useful for practitioners and researchers to make data-driven decisions to enhance CI efficiency and quality. The tool has a modular architecture that supports efficient data extraction with minimal API load. Specifically, it consists of a set of modules that are related to repository information collection, build analysis, commit history analysis, and build log parsing. We evaluate the performance of GHAminer on a representative sample of 1,151OSS projects. Results show that GHAminer is efficient in handling projects of various sizes with relatively stable performance to collect build data for larger projects. GHAminer is publicly available with a demo video at: https://github.com/stilab-ets/GHAminer
Thu 6 MarDisplayed time zone: Eastern Time (US & Canada) change
14:00 - 15:30 | Tool Demo and ShowcaseTool Demo Track at M-2401 Chair(s): Brittany Reid Nara Institute of Science and Technology | ||
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14:07 7mTalk | AutoGuard: Reporting breaking changes of REST APIs from Java Spring Boot source code Tool Demo Track Alexander Lercher University of Klagenfurt, Clemens Bauer University of Klagenfurt, Christian Macho University of Klagenfurt, Martin Pinzger Universität Klagenfurt File Attached | ||
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14:21 7mTalk | DATSO: A Difficulty Assessment Tool for Stack Overflow Questions Tool Demo Track Aman Swaraj Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India, Neha Gujar Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India, Manashree Kalode Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India, Bhoomi Bonal Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India, Krishna Agarwal Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India, Sandeep Kumar Dept. of Computer Science & Engineering, Indian Institute of Technology, Roorkee, India | ||
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14:35 7mTalk | GHAminer: An Open Source Tool to Extract GitHub Actions Build Metrics Tool Demo Track Jasem Khelifi ETS Montreal, University of Quebec, Yacine Benzina ETS Montreal, University of Quebec, Moataz Chouchen Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada, Ali Ouni ETS Montreal, University of Quebec, Mohammed SAYAGH Queen's University, Salah Bouktif United Arab Emirates University | ||
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