Compiling graph programs to C

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Abstract

We show how to generate efficient C code for a high-level domain-specific language for graphs. The experimental language GP 2 is based on graph transformation rules and aims to facilitate formal reasoning on programs. Implementing graph programs is challenging because rule matching is expensive in general. GP 2 addresses this problem by providing rooted rules which under mild conditions can be matched in constant time. Using a search plan, our compiler generates C code for matching rooted graph transformation rules. We present run-time experiments with our implementation in a case study on checking graphs for two-colourability: on grid graphs of up to 100,000 nodes, the compiled GP 2 program is as fast as the tailor-made C program given by Sedgewick.

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Bak, C., & Plump, D. (2016). Compiling graph programs to C. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 9761, pp. 102–117). Springer Verlag. https://doi.org/10.1007/978-3-319-40530-8_7

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