Witnessing Program Transformations

We study two closely related problems: (a) showing that a program transformation is correct and (b) propagating an invariant through a program transformation. The second problem is motivated by an application which utilizes program invariants to improve the quality of compiler optimizations. We show that both problems can be addressed by augmenting a transformation with an auxiliary

witness generation

procedure. For every application of the transformation, the witness generator constructs a relation which guarantees the correctness of that instance. We show that

stuttering simulation

is a sound and complete witness format. Completeness means that, under mild conditions, every correct transformation induces a stuttering simulation witness which is strong enough to prove that the transformation is correct. A witness is self-contained, in that its correctness is independent of the optimization procedure which generates it. Any invariant of a source program can be turned into an invariant of the target of a transformation by suitably composing it with its witness. Stuttering simulations readily compose, forming a single witness for a sequence of transformations. Witness generation is simpler than a formal proof of correctness, and it is comprehensive, unlike the heuristics used for translation validation. We define witnesses for a number of standard compiler optimizations; this exercise shows that witness generators can be implemented quite easily.