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Generation and Refinement of Testing Models

Talkat Erlang 2023 · on Monday, 2023-09-04· [testing]
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Faktory is an Elixir library that generates executable Makina state-machine models from Corsa-annotated APIs, mapping each public function to a command and deriving argument generators from type specs. It captures contract postcondition failures, stores valid return values in an instances map, and uses random/opaque options to mix type-derived and previously returned values. That reduces precondition failures from ~90% to about 30% in examples (sorted lists, queues, ETS) and lets generated models be refined with Minina extensions; contracts currently can’t express inter-command relations.

AI-written summary · about

  1. 0:00Testing models introduction
  2. 3:58Minina library improvements
  3. 9:23Model generation factory
  4. 14:22State reuse for data
  5. 20:29Opaque option for hard types
  6. 22:59Refining models with Minina
  7. 24:03Summary and future work
  8. 25:49Q&A
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