Spaces:
Sleeping
Sleeping
Commit History
-
Upload folder using huggingface_hub
Verified signature9796e1e
-
feat: update ML pipeline with preprocessing module and string-based inputs
- Replace integer-encoded fields (genre, heure_supplementaires, frequence_deplacement) with human-readable Literal/String types in schema and DB models - Add departement and niveau_hierarchique_poste fields to schema and DB models - Extract feature engineering from predict route into ml_model/preprocessing.py - Update best_pipeline.pkl to include preprocessing stepsf67b60a
-
feat: add PostgreSQL database layer with SQLAlchemy ORM
- Add Employee and Prediction SQLAlchemy models (app/db/models.py) - Add database session/engine configuration from env vars (app/db/session.py) - Add script to create database and tables if not exists (scripts/create_db.py) - Add docker-compose with PostgreSQL + pgAdmin services - Update .env.example with DB_* connection variables - Add psycopg2-binary, SQLAlchemy, greenlet to requirements.txt - Document database schema, UML diagram and column constraints in READMEa194bc8