表达性和强类型安全的代码生成

T. Winant, Jesper Cockx, Dominique Devriese
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引用次数: 1

摘要

元程序是生成其他程序的程序,但是在弱类型安全系统中,对元程序进行类型检查只能建立自己的类型安全,生成的程序需要在生成后进行额外的类型检查。元程序的强类型安全意味着任何生成的对象程序的类型安全,这是一个具有重要工程优势的属性。当前的强类型安全系统受到表达性的限制,不能支持实践中发现的许多元程序,例如自动生成透镜。为了克服这个问题,我们放弃了分阶段元编程的想法。相反,我们使用现成的依赖类型语言作为元语言和相对标准的、本质上类型良好的对象语言表示。我们通过选择一种高级的、显式类型的中间表示作为对象语言,而不是一种表面编程语言,将这种方法扩展到实际的元编程。我们将我们的方法作为格拉斯哥Haskell编译器(GHC)的库来实现,并在几个元程序上对其进行评估,包括一个来自真实世界Haskell透镜库的deriveLenses元程序。我们的评估证明了超越当前技术水平的表达能力和对实际设置的适用性,而在代码大小方面的成本很小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Expressive and strongly type-safe code generation
Meta-programs are programs that generate other programs, but in weakly type-safe systems, type-checking a meta-program only establishes its own type safety, and generated programs need additional type-checking after generation. Strong type safety of a meta-program implies type safety of any generated object program, a property with important engineering benefits. Current strongly type-safe systems suffer from expressivity limitations and cannot support many meta-programs found in practice, for example automatic generation of lenses. To overcome this, we move away from the idea of staged meta-programming. Instead, we use an off-the-shelf dependently-typed language as the meta-language and a relatively standard, intrinsically well-typed representation of the object language. We scale this approach to practical meta-programming, by choosing a high-level, explicitly typed intermediate representation as the object language, rather than a surface programming language. We implement our approach as a library for the Glasgow Haskell Compiler (GHC) and evaluate it on several meta-programs, including a deriveLenses meta-program taken from a real-world Haskell lens library. Our evaluation demonstrates expressivity beyond the state of the art and applicability to real settings, at little cost in terms of code size.
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