pymwp: A Static Analyzer Determining Polynomial Growth Bounds
Clément Aubert,
Thomas Rubiano,
Neea Rusch
et al.
Abstract:We present pymwp, a static analyzer that automatically computes, if they exist, polynomial bounds relating input and output sizes. In case of exponential growth, our tool detects precisely which dependencies between variables induced it. Based on the sound mwp-flow calculus, the analysis captures bounds on large classes of programs by being non-deterministic and not requiring termination. For this reason, implementing this calculus required solving several non-trivial implementation problems, to handle its com… Show more
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