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Minimal Structured Logging for Autonomous Vehicles

Talkat CppCon 2019 · 2019-09-15..09-20· [data-visualization]
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A fast structured logger separates metadata (file, format, type descriptors) from per-instance fields, assigns a unique ID via a static linked list pre-main, and writes tiny binary records of ID+replacement bytes so fleet logs share one metadata file. Implementation uses an anonymous struct + macro in C++17, Explanation<> as the serializable payload type, ring buffers plus a background writer for batching, and C++20 NTTP/fixed_string removes the do‑while workaround; porting shows no noticeable compile‑time penalty.

AI-written summary · about

  1. 0:00Intro
  2. 0:14Minimal Structured Logging for Autonomous Vehicles
  3. 0:43Debug Logs and Autonomous Vehicles
  4. 2:26Logging Paradigms
  5. 3:40Ideal Debug Log Interface
  6. 5:37Metadata vs Instance Data
  7. 6:23"Ideal" AV Debug Logger
  8. 8:48Debug Log Statement Contents
  9. 14:43Metadata Aggregation Type Descriptor
  10. 18:42Transporting Log Statements: Explanation
  11. 19:20Transporting Log Statements: Usage
  12. 20:55Conclusion
  13. 23:51Structured Payload: Dynamic Data
  14. 27:08Metadata Aggregation Construction
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