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The last few decades have seen vast progress in computational reasoning. This has included significant developments in theory, increasing maturity of tools both in performance and usability, and the evolution of standards and benchmarks. The purpose of this article is to reflect on the use of reasoning for rewriting and simplifying relational database queries. We undertake a review of some of the results and reasoning algorithms that have been developed with a motivation from query evaluation,doi:10.1145/3196959.3196989 dblp:conf/pods/Benedikt18 fatcat:fmx4gidgbzb6fpxtvrsy4eyskm