Static vs. dynamic type systems: an empirical study about the relationship between type casts and development time

Andreas Stuchlik, Stefan Hanenberg
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引用次数: 43

Abstract

Static type systems are essential in computer science. However, there is hardly any knowledge about the impact of type systems on the resulting piece of software. While there are authors that state that static types increase the development speed, other authors argue the other way around. A previous experiment suggests that there are multiple factors that play a role for a comparison of statically and dynamically typed language. As a follow-up, this paper presents an empirical study with 21 subjects that compares programming tasks performed in Java and Groovy - programming tasks where the number of expected type casts vary in the statically typed language. The result of the study is, that the dynamically typed group solved the complete programming tasks significantly faster for most tasks - but that for larger tasks with a higher number of type casts no significant difference could be found.
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静态与动态类型系统:类型转换与开发时间关系的实证研究
静态类型系统在计算机科学中是必不可少的。然而,几乎没有任何关于类型系统对最终软件的影响的知识。虽然有些作者认为静态类型提高了开发速度,但其他作者却持相反的观点。之前的一项实验表明,有多种因素对静态类型语言和动态类型语言的比较起作用。作为后续,本文提出了一项有21个主题的实证研究,比较了在Java和Groovy中执行的编程任务-在静态类型语言中预期类型强制转换的数量不同的编程任务。研究的结果是,对于大多数任务,动态类型组解决完整的编程任务的速度要快得多——但是对于具有大量类型强制转换的大型任务,没有发现显著的差异。
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