Principled and practical static analysis for Python: Weakest precondition inference of hyperparameter constraints
Ingkarat Rak‐amnouykit,
Ana Milanova,
Guillaume Baudart
et al.
Abstract:Application programming interfaces often have correctness constraints that cut across multiple arguments. Violating these constraints causes the underlying code to raise runtime exceptions, but at the interface level, these are usually documented at most informally. This article presents novel principled static analysis and the first interprocedural weakest‐precondition analysis for Python to extract inter‐argument constraints. The analysis is mostly static, but to make it tractable for typical Python idioms, … Show more
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