octoturge
db5adc9324
Removed ort/ndarray/image (ONNX Runtime inference) and sqlx (Postgres audit write). inference::detect() and the Postgres half of reporter::report() are now stubs with a comment for what real code goes there. Redis Streams XREADGROUP loop and the Redis pub/sub alert stay real. Verified with a clean cargo check --all-targets (0 warnings).
continuum-ai-worker
Computer-vision failure detection worker for the Continuum print farm
platform. Consumes camera frame batches pushed onto the Redis Stream
stream:camera_frames (by continuum-backend's src/queue/) and reports
failures.
This is a learning-stage boilerplate
Real ONNX Runtime inference (the ort crate) and the Postgres audit write
(sqlx) are not implemented yet — src/inference/mod.rs always
"detects" one fixed example failure, and src/reporter/mod.rs only prints
where the Postgres write would go. The Redis Streams consumer-group loop in
main.rs and the Redis pub/sub alert in reporter/ are real. This lets the
whole pipeline (read a frame, "detect", report, ack) run and be understood
before adding a real model or a SQL database on top.
Pipeline
continuum-proxy --(frames)--> continuum-backend --(XADD)--> stream:camera_frames
|
XREADGROUP (this worker)
v
inference::detect (stub for now)
v
reporter::report (Redis pub/sub — real)
Getting started
cp .env.example .env
cargo run
Structure
src/
main.rs Consumer-group loop: XREADGROUP -> detect -> report -> XACK
config.rs Loads settings from environment variables
inference/ Detection stub — real ONNX Runtime inference goes here later
reporter/ Redis pub/sub alert (real) + a note for the Postgres write (later)