使用定义解释器键入可靠性证明

Nada Amin, Tiark Rompf
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引用次数: 66

摘要

虽然在每个研究生PL课上都教授类型稳健性证明,但现实语言与正式证明之间的差距很大。在Scala的例子中,已经证明它的形式化模型,依赖对象类型(DOT)演算,不能同时支持关键的元理论属性,如环境缩小和子类型传递性,这些通常是类型稳健性证明所必需的。此外,Scala和许多其他现实语言缺乏通用的替换属性。本文的第一个贡献是演示如何使用基于Coq实现的高级定义解释器的操作语义来执行高级多态类型系统的类型可靠性证明。我们以这种方式为System F和几个扩展(包括可变引用)提供了第一个机械化的可靠性证明。我们的证明只使用了直接的归纳,这是很重要的,因为大步语义、可变引用和多态性的组合通常被认为需要共归纳证明技术。本文的第二个主要贡献是展示了类点演算是如何从F的操作方面的直接推广中出现的,揭示了系统F和DOT之间具有路径依赖类型的演算的丰富设计空间,我们称之为系统D广场。通过直接处理目标语言,定义解释器可以关注设计空间,并公开在运行时真正重要的不变量。研究这样的运行时不变量是类型系统设计的一个令人兴奋的新途径。
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Type soundness proofs with definitional interpreters
While type soundness proofs are taught in every graduate PL class, the gap between realistic languages and what is accessible to formal proofs is large. In the case of Scala, it has been shown that its formal model, the Dependent Object Types (DOT) calculus, cannot simultaneously support key metatheoretic properties such as environment narrowing and subtyping transitivity, which are usually required for a type soundness proof. Moreover, Scala and many other realistic languages lack a general substitution property. The first contribution of this paper is to demonstrate how type soundness proofs for advanced, polymorphic, type systems can be carried out with an operational semantics based on high-level, definitional interpreters, implemented in Coq. We present the first mechanized soundness proofs in this style for System F and several extensions, including mutable references. Our proofs use only straightforward induction, which is significant, as the combination of big-step semantics, mutable references, and polymorphism is commonly believed to require coinductive proof techniques. The second main contribution of this paper is to show how DOT-like calculi emerge from straightforward generalizations of the operational aspects of F, exposing a rich design space of calculi with path-dependent types inbetween System F and DOT, which we dub the System D Square. By working directly on the target language, definitional interpreters can focus the design space and expose the invariants that actually matter at runtime. Looking at such runtime invariants is an exciting new avenue for type system design.
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