Optimize fuzzer by avoiding traversal of the whole configuration in term substitution #69
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bbyalcinkaya
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Mar 14, 2025
Replaces `top_down` with `bottom_up` to avoid redundant traversals in replacement terms, improving performance for large terms. While replacement terms are usually not large, this change enables an optimization in komet that results in a 3x speedup. The optimization in komet works by embedding large configuration cells without variables directly into a replacement term. This prevents the substitution algorithm from needlessly traversing these large terms, significantly reducing overhead. * runtimeverification/komet#69 Co-authored-by: automergerpr-permission-manager[bot] <190534181+automergerpr-permission-manager[bot]@users.noreply.github.com>
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Closing in favor of #77 |
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This PR improves performance by embedding large configuration cells without variables directly into a
Step. This prevents the substitution algorithm from needlessly traversing these large terms, leading to a 3x speedup in fuzzing.The speedup was measured using the existing test suite, particularly the FxDAO tests. In cases where the initial state is larger—such as tests involving multiple contracts or bigger contracts—the performance improvement is even more significant.
While this optimization is effective, a more robust solution would be to extend the
fuzzfunction from pyk with an optional parameter for custom substitution functions. This would allow direct manipulation of variables in the template without requiring a full tree traversal.