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Beyond protoc --decode: Schema Inference, Lossless Decoding, and...

Talkat gRPConf North America 2026 · on Thursday, 2026-09-03· [databases]
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prototools demos a practical workflow: reproto extracts and decompiles embedded FileDescriptorSets (example: Google Maps/Places proto rebuilt), prototext auto-inferrs message types from a corpus and preserves every non‑canonical byte, and Proto Lens lets analysts apply overrides and heat‑map matches across a big descriptor DB (25 MB, ~8,000 files, tens of thousands of types). Examples show detecting shadowed repeated fields, catching an exposed API key, and producing a byte-exact lossless round trip after auto-inference across thousands of types.

AI-written summary · about

  1. 0:00Introduction and context
  2. 1:08Protools suite overview
  3. 2:36Demo scenario setup
  4. 3:18Decoding with missing schema
  5. 4:46Extracting schema with Protoscan
  6. 5:50Inspecting decompiled schema
  7. 6:55Inferring type with Prototext
  8. 7:38Proto Lens interactive analysis
  9. 10:55Analyzing log file with Proto Lens
  10. 12:23Applying type overrides
  11. 15:59Expanding schema corpus
  12. 17:02Full typing with Google APIs
  13. 18:27Detecting encoding anomalies
  14. 20:31Reporting findings
  15. 22:00Key takeaways summary
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