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A Static Type Analyzer of Untyped Ruby Code for Ruby 3

Talkat RubyConf 2019 · 2019-11-18..11-20· [ruby, machine-learning]
slides:none on file

A static analyzer called Type Profiler executes Ruby code at the type level using abstract interpretation to generate RBS-style signatures and flag unknowns. It produces prototype signatures (unions when control flow forks), is applied to Ao.rb (~300 lines) and Optcarrot (~5,000 lines), finds many fields and methods but misses untested paths and unknown builtins, cannot handle dynamic send/eval well, and requires test‑integration and manual fixes; open source.

AI-written summary · about

  1. 0:00RUBYCONF 2019
  2. 3:04Ruby Signature The standard type signature format for stdlib and gems - Type Profiler A type analysis for non-annotated Ruby code
  3. 14:42[WIP] A tool to test RBS definitions by dynamic type checking
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