Commit graph

4 commits

Author SHA1 Message Date
Marko Djordjevic
8d9a86efb4 code-review-fix task 14.2: remove dead get_db_session function from db.py 2026-02-18 20:47:44 +01:00
Marko Djordjevic
9bc82b822c security: remove credential SQL comments and add DATABASE_URL fail-fast check
- Remove hardcoded SQL comments containing 'ml_user' and 'ml_password'
- Remove fallback default credentials in DATABASE_URL construction
- Add fail-fast validation: raise RuntimeError if DATABASE_URL env var is missing or empty
- Mark task 1.4 as complete in code-review-fix/tasks.md
2026-02-18 10:56:49 +01:00
Marko Djordjevic
aa81d4f3d0 fix(ml): complete ML pipeline fixes and setup
- Fix CCI indicator to use HLC prices instead of close only
- Parse datetime column when loading enriched CSV
- Strip timezone from annotation timestamps
- Fix TA-Lib pattern names (CDL3WHITESOLDIERS, CDL3BLACKCROWS)
- Exclude programmatic label columns from training features
- Fix classification report to handle missing classes
- Update MLflow tracking to use localhost:5000
- Grant PostgreSQL permissions to ml_user

Pipeline now runs successfully end-to-end:
- Feature engineering: 2543 rows, 31 columns
- Annotation ingestion: 286 samples
- Training: 89.47% test accuracy with Random Forest
2026-02-15 21:29:54 +01:00
Marko Djordjevic
ea339a54a7 feat(ml): add database schema, config parser, and DVC setup
- Initialize DVC with local storage backend (task 1.6)
- Create PostgreSQL schema for training_runs table (task 1.7)
- Add SQLAlchemy database connection setup (task 1.8)
- Create Pydantic config models for pipeline.yaml (task 2.1)
- Add migration runner for database setup
- Fix pyproject.toml package discovery config
2026-02-15 12:08:53 +01:00