The Software Heritage Graph Dataset: Public Software Development Under One Roof

Antoine Pietri, D. Spinellis, Stefano Zacchiroli
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引用次数: 43

Abstract

Software Heritage is the largest existing public archive of software source code and accompanying development history: it currently spans more than five billion unique source code files and one billion unique commits, coming from more than 80 million software projects. This paper introduces the Software Heritage graph dataset: a fully-deduplicated Merkle DAG representation of the Software Heritage archive. The dataset links together file content identifiers, source code directories, Version Control System (VCS) commits tracking evolution over time, up to the full states of VCS repositories as observed by Software Heritage during periodic crawls. The dataset's contents come from major development forges (including GitHub and GitLab), FOSS distributions (e.g., Debian), and language-specific package managers (e.g., PyPI). Crawling information is also included, providing timestamps about when and where all archived source code artifacts have been observed in the wild. The Software Heritage graph dataset is available in multiple formats, including downloadable CSV dumps and Apache Parquet files for local use, as well as a public instance on Amazon Athena interactive query service for ready-to-use powerful analytical processing. Source code file contents are cross-referenced at the graph leaves, and can be retrieved through individual requests using the Software Heritage archive API.
软件遗产图数据集:同一屋檐下的公共软件开发
Software Heritage是现有最大的软件源代码和相关开发历史的公共存档:它目前涵盖了超过50亿个唯一的源代码文件和10亿个唯一的提交,来自超过8000万个软件项目。本文介绍了软件遗产图数据集:软件遗产档案的完全重复的Merkle DAG表示。数据集将文件内容标识符、源代码目录、版本控制系统(VCS)提交的跟踪演变链接在一起,直到软件遗产在定期抓取期间观察到的VCS存储库的完整状态。数据集的内容来自主要的开发平台(包括GitHub和GitLab)、自由/开源软件发行版(例如Debian)和特定语言的包管理器(例如PyPI)。还包括爬行信息,提供关于在野外观察到所有存档的源代码工件的时间和地点的时间戳。Software Heritage图形数据集有多种格式,包括可下载的CSV转储文件和供本地使用的Apache Parquet文件,以及Amazon Athena交互式查询服务上的公共实例,用于随时可用的强大分析处理。源代码文件内容在图叶上被交叉引用,并且可以通过使用Software Heritage存档API的单个请求进行检索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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