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Correctness

DataFusion Checks Its Own Optimizer: Plan Invariants as a Debugging and Correctness Net

Oct 21, 2026 8 min read Jay Hubbert

DataFusion validates the plan after every optimizer rule, using a two-level invariant system where the cheap structural checks always run and the expensive semantic checks are …

DatafusionOptimizerCorrectnessInternalsDesign

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