RATest: Explaining Wrong Relational Queries Using Small Examples
Abstract: We present a system called RATest, designed to help debug relational queries against reference queries and test database instances. In many applications, e.g., classroom learning and regression testing, we test the correctness of a user query Q by evaluating it over a test database instance D and comparing its result with that of evaluating a reference (correct) query $Q_0$ over D. If $Q(D)$ differs from $Q_0(D)$, the user knows Q is incorrect. However, D can be large (often by design), which makes debugging Q difficult. The key idea behind RATest is to show the user a much smaller database instance $D' \subseteq D$, which we call a counterexample, such that $Q(D') \neq Q_0(D')$. RATest builds on data provenance and constraint solving, and employs a suite of techniques to support, at interactive speed, complex queries involving differences and group-by aggregation. We demonstrate an application of RATest in learning: it has been used successfully by a large undergraduate database course in a university to help students with a relational algebra assignment.
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