Verification of high-level transformations with inductive refinement types

Author:

Al-Sibahi Ahmad Salim1,Jensen Thomas P.2,Dimovski Aleksandar S.3,Wąsowski Andrzej4

Affiliation:

1. University of Copenhagen, Denmark / Skanned, Denmark / IT University of Copenhagen, Denmark

2. Inria, France

3. IT University of Copenhagen, Denmark / Mother Teresa University, Macedonia

4. IT University of Copenhagen, Denmark

Abstract

High-level transformation languages like Rascal include expressive features for manipulating large abstract syntax trees: first-class traversals, expressive pattern matching, backtracking and generalized iterators. We present the design and implementation of an abstract interpretation tool, Rabit, for verifying inductive type and shape properties for transformations written in such languages. We describe how to perform abstract interpretation based on operational semantics, specifically focusing on the challenges arising when analyzing the expressive traversals and pattern matching. Finally, we evaluate Rabit on a series of transformations (normalization, desugaring, refactoring, code generators, type inference, etc.) showing that we can effectively verify stated properties.

Funder

Innovationsfonden

Det Frie Forskningsråd

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Graphics and Computer-Aided Design,Software

Reference52 articles.

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2. Ahmad Salim Al-Sibahi. 2017. The Formal Semantics of Rascal Light. CoRR abs/1703.02312 (2017). http://arxiv.org/abs/1703.02312. Ahmad Salim Al-Sibahi. 2017. The Formal Semantics of Rascal Light. CoRR abs/1703.02312 (2017). http://arxiv.org/abs/1703.02312.

3. Symbolic execution of high-level transformations

4. Ahmad Salim Al-Sibahi Thomas P. Jensen Aleksandar S. Dimovski and Andrzej Wasowski. 2018. Verification of High-Level Transformations with Inductive Refinement Types. ArXiv e-prints (Sept. 2018). arXiv:cs.PL/1809.06336 https://arxiv.org/abs/1809.06336. Ahmad Salim Al-Sibahi Thomas P. Jensen Aleksandar S. Dimovski and Andrzej Wasowski. 2018. Verification of High-Level Transformations with Inductive Refinement Types. ArXiv e-prints (Sept. 2018). arXiv:cs.PL/1809.06336 https://arxiv.org/abs/1809.06336.

5. Spatial Interpolants;Albarghouthi Aws;ESOP,2015

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