Commit Graph
8 Commits
Author SHA1 Message Date
Asep Haryana Saputra b4975819eb feat: serve ML inference endpoints with Axum 2026-05-23 09:48:54 +00:00
Asep Haryana SaputraandClaude Opus 4.7 36e4a49ca7 fix: harden ONNX model wrapper
- Store ONNX Session in Option<Mutex<Session>> for thread-safe concurrent access
- Lock session before run() in predict(), map lock poisoning to PredictionFailed
- Preserve ModelUnavailable when session is None
- Reject non-finite values (NaN, +inf, -inf) in prediction_from_probabilities
- Add unit tests for NaN, positive infinity, and negative infinity rejection
- Keep all existing tests passing

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-23 09:44:25 +00:00
Asep Haryana Saputra fc34e52911 feat: add ONNX model inference wrapper 2026-05-23 09:41:30 +00:00
Asep Haryana Saputra ad4c897c41 feat: preprocess uploaded images in Rust 2026-05-23 09:38:10 +00:00
Asep Haryana Saputra ee872c644f fix: align ML service response schemas 2026-05-23 09:36:20 +00:00
Asep Haryana Saputra dce4d4f21c feat: define ML service API responses 2026-05-23 09:33:15 +00:00
Asep Haryana Saputra 96c38df124 feat: load ML service config from environment 2026-05-23 09:30:51 +00:00
Asep Haryana SaputraandClaude Opus 4.7 10e890cc42 feat: scaffold Rust ML service crate
Create Rust crate skeleton with Cargo.toml, main.rs, and config.rs.
Includes package metadata, dependencies (anyhow, axum, image, ndarray,
ort, serde, tokio, tower, tracing), and config module with LABELS
constants, SERVICE_NAME, SERVICE_VERSION, DEFAULT_INPUT_SIZE, and
resolve_model_path function. Config tests verify label order, relative
path resolution, and absolute path preservation.

Also includes approved spec and implementation plan documents.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-23 09:23:38 +00:00