Relational e-matching
Yihong Zhang, Yisu Remy Wang, Max Willsey, Zachary Tatlock
Abstract
We present a new approach to e-matching based on relational join; in particular, we apply recent database query execution techniques to guarantee worst-case optimal run time. Compared to the conventional backtracking approach that always searches the e-graph "top down", our new relational e-matching approach can better exploit pattern structure by searching the e-graph according to an optimized query plan. We also establish the first data complexity result for e-matching, bounding run time as a function of the e-graph size and output size. We prototyped and evaluated our technique in the state-of-the-art egg e-graph framework. Compared to a conventional baseline, relational e-matching is simpler to implement and orders of magnitude faster in practice.
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Cited by top-tier papers11
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Builds on3
- egg: Fast and extensible equality saturationMax Willsey, Chandrakana Nandi, Yisu Remy Wang, Oliver Flatt et al.POPL 2021 · 170 citations
- Adopting Worst-Case Optimal Joins in Relational Database SystemsMichael J. Freitag, Maximilian Bandle, Tobias Schmidt, Alfons Kemper et al.VLDB 2020 · 79 citations
- Synthesizing structured CAD models with equality saturation and inverse transformationsChandrakana Nandi, Max Willsey, Adam Anderson, James R. Wilcox et al.PLDI 2020 · 65 citations
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