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Keynote: Tools for Verified Scala

Talkat Scala Days Copenhagen 2017 · 2017-05-30..06-02· [machine-learning]
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A verification toolchain centered on Stainless (evolved from Leon) analyzes a pure-Scala subset, emits concrete counterexamples, and proves correctness for all inputs by generating VC formulas solved with SMT. Examples: binary search required an average-index fix to avoid overflow; binary-search-tree proofs needed a sorted representation invariant and an abstraction function for content; simple lemmas verify in ~1 second; synthesis produces insertion-sort from a spec and the system can propose repairs via counterexample-guided unrolling and induction/unrolling.

AI-written summary · about

  1. 0:00Intro
  2. 2:40Acknowledgements
  3. 3:27Stainless analyzes Scala programs
  4. 5:15Using stainless
  5. 7:41require elaborates on inputs, ensuring on outputs
  6. 11:05Simpler Example: Adding Two Naturals
  7. 19:04IntSet example from Functional Programming
  8. 19:58Complete IntSet.scala Example
  9. 21:21What the lecture segment proves
  10. 22:19Stating algebraic properties in postconditions
  11. 23:29Proving algebraic properties with stainless
  12. 25:07From the manual proof
  13. 25:34The lecture segment ends with
  14. 26:08Let's try it in stainless
  15. 27:09Why? Is property false?
  16. 30:25Sortedness invariant and content function
  17. 36:49Automated Verification: How 1 Induction assume and prove specification
  18. 38:16Recursive functions inside formulas
  19. 39:02Uniform Decision Procedure
  20. 40:33Integration with Types
  21. 41:24Overview of Activities
  22. 43:46Insertion Sort Synthesis
  23. 44:32Conclusions
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