Multi-dimensional exploration of API usage

Coen De Roover, R. Lämmel, Ekaterina Pek
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引用次数: 62

Abstract

This paper is concerned with understanding API usage in a systematic, explorative manner for the benefit of both API developers and API users. There exist complementary, less explorative methods, e.g., based on code search, code completion, or API documentation. In contrast, our approach is highly interactive and can be seen as an extension of what IDEs readily provide today. Exploration is based on multiple dimensions: i) the hierarchically organized scopes of projects and APIs; ii) metrics of API usage (e.g., number of project classes extending API classes); iii) metadata for APIs; iv) project- versus API-centric views. We also provide the QUAATLAS corpus of Java projects which enhances the existing QUALITAS corpus to enable API-usage analysis. We implemented the exploration approach in an open-source, IDE-like, Web-enabled tool EXAPUS.
API使用的多维探索
本文关注的是以一种系统的、探索性的方式理解API的使用,以造福于API开发人员和API用户。存在一些互补的、较少探索的方法,例如,基于代码搜索、代码完成或API文档的方法。相比之下,我们的方法是高度交互的,可以看作是对当前ide提供的功能的扩展。探索基于多个维度:i)项目和api的分层组织范围;ii) API使用的度量(例如,扩展API类的项目类的数量);iii) api元数据;iv)以项目为中心的视图与以api为中心的视图。我们还提供了Java项目的QUALITAS语料库,它增强了现有的QUALITAS语料库,以支持api使用分析。我们在一个开源的、类似ide的、支持web的工具EXAPUS中实现了这种探索方法。
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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