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Author SHA1 Message Date
Asep Haryana Saputra b1e99643f6 fix: allow ONNX model in Docker context 2026-05-23 10:48:01 +00:00
Asep Haryana SaputraandClaude Code ba33bc1f23 fix: make Rust ML Docker build include ONNX runtime assets 
- Add 'download-binaries' feature to ort crate in Cargo.toml to ensure ONNX Runtime binaries are downloaded during build
- Update .dockerignore to allow Machine_Learning/model/model.onnx through build context while still excluding other generated model artifacts (saved_model, tfjs_model, tflite)
- Dockerfile can now successfully copy model.onnx at runtime

Co-Authored-By: Claude Code <noreply@anthropic.com>
 2026-05-23 10:44:32 +00:00
Asep Haryana Saputra d33f334dc1 build: containerize Rust ML service 2026-05-23 10:38:58 +00:00
Asep Haryana Saputra b6987ff329 test: add ONNX parity validation script 2026-05-23 10:32:32 +00:00
Asep Haryana Saputra 6c5a56ade3 fix: capture ONNX conversion errors 2026-05-23 10:28:34 +00:00
Asep Haryana Saputra abba07b969 fix: improve ONNX conversion logging 2026-05-23 10:26:21 +00:00
Asep Haryana Saputra 4d82bbae34 feat: add ONNX conversion script 2026-05-23 09:57:19 +00:00
Asep Haryana Saputra 3d3f1d14fa refactor: replace Python ML service runtime with Rust 2026-05-23 09:50:39 +00:00
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
Asep Haryana Saputra b735897dc2 fix: add LFS support in checkout step of deployment workflow 2026-05-22 22:22:07 +00:00
Asep Haryana Saputra 8cd128a438 fix: update ML_SERVICE_URL to use internal service endpoint in deployment configuration 2026-05-22 22:10:00 +00:00
Asep Haryana Saputra 4453758180 fix: update API proxy configuration to use internal service endpoint 2026-05-22 22:06:21 +00:00
Asep Haryana Saputra 193f83d9c5 fix: update VITE_API_BASE_URL fallback to an empty string in deployment workflow 2026-05-22 22:01:23 +00:00
Asep Haryana Saputra 2a12c998a8 fix: remove outdated comment regarding dynamic IMAGE_PREFIX in deployment workflow 2026-05-22 21:58:57 +00:00
Asep Haryana Saputra 83993febc7 fix: update comment to clarify dynamic IMAGE_PREFIX setting in deployment workflow 2026-05-22 21:58:00 +00:00
Asep Haryana Saputra 1d421ee948 feat: update deployment configuration and enhance VITE_API_BASE_URL handling 2026-05-22 21:53:01 +00:00
Asep Haryana Saputra 39039b4d27 fix: update environment variable setup in deployment script 2026-05-22 21:42:58 +00:00
Asep Haryana Saputra fbd85c7e3a fix: update image prefix setting and normalize repository name in deployment script 2026-05-22 21:41:21 +00:00
Asep Haryana Saputra a94fb50225 fix: normalize repository name to lowercase in deployment workflow 2026-05-22 21:40:42 +00:00
Asep Haryana Saputra a0f9d307fd feat: enhance deployment script to clone repository if not present 2026-05-22 21:38:52 +00:00
Asep Haryana Saputra 80df164a2b fix: improve validation of deployment secrets in workflow 2026-05-22 21:35:48 +00:00
Asep Haryana Saputra 64d63587c7 feat: validate deployment secrets and update SSH action version 2026-05-22 21:33:32 +00:00
Asep Haryana SaputraandClaude Opus 4.7 1978597bcf feat: add Docker deployment workflow 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 21:20:56 +00:00
Asep Haryana Saputra 5ca95907a0 feat: implement Docker deployment plan with web, API, and ML services 2026-05-22 20:11:37 +00:00
Asep Haryana SaputraandClaude Opus 4.7 1d4355e9f0 docs: add Docker deployment design 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 20:08:13 +00:00
Asep Haryana SaputraandClaude Opus 4.7 e84be0d42f fix: handle malformed ML service responses 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 20:00:01 +00:00
Asep Haryana SaputraandClaude Opus 4.7 b81fecaa3f chore: remove API local model dependencies 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:54:31 +00:00
Asep Haryana SaputraandClaude Opus 4.7 1689f3f44e feat: call ML service for image classification 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:53:10 +00:00
Asep Haryana SaputraandClaude Opus 4.7 9a642a8581 feat: add ML service URL config 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:50:25 +00:00
Asep Haryana SaputraandClaude Opus 4.7 b177662241 docs: add API ML service migration plan 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:49:04 +00:00
Asep Haryana SaputraandClaude Opus 4.7 b69b32f5b3 docs: add API ML service migration spec 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:46:48 +00:00
Asep Haryana SaputraandClaude Opus 4.7 c3e7453390 chore: remove local Claude artifact from tracking 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:41:00 +00:00
Asep Haryana SaputraandClaude Opus 4.7 ed8cecc3f5 fix: align ML service labels with training order 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:40:41 +00:00
Asep Haryana Saputra 59877bc17f chore: add __pycache__ to .gitignore 2026-05-22 19:35:44 +00:00
Asep Haryana SaputraandClaude Opus 4.7 47d9a53a44 docs: add ML service implementation plan 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:34:11 +00:00
Asep Haryana SaputraandClaude Opus 4.7 f08ba6753d chore: ignore ML service virtualenv 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:34:03 +00:00
Asep Haryana SaputraandClaude Opus 4.7 3b0416b946 docs: add ML service usage guide 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:30:05 +00:00
Asep Haryana SaputraandClaude Opus 4.7 a30071d8e8 feat: add ML service API routes 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:29:44 +00:00
Asep Haryana SaputraandClaude Opus 4.7 f3d2b8d72e feat: add ML model prediction service 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:29:13 +00:00
Asep Haryana SaputraandClaude Opus 4.7 ca9cbb12bf feat: add ML service response schemas 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:28:43 +00:00
Asep Haryana SaputraandClaude Opus 4.7 37831ba717 feat: add ML service Moon tasks 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:23:43 +00:00
Asep Haryana SaputraandClaude Opus 4.7 d21bd2e683 feat: scaffold ML service configuration 
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:21:15 +00:00
Asep Haryana SaputraandClaude Opus 4.7 5b441282fc docs: add ML service design spec 
Document the agreed FastAPI inference service boundary before implementation planning.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 19:14:56 +00:00