""" Database connection setup using SQLAlchemy. The schema is managed by dbt — the backend only reads from marts.* tables. """ from contextlib import contextmanager from sqlalchemy import create_engine from sqlalchemy.orm import sessionmaker, declarative_base from .config import settings engine = create_engine( settings.database_url, pool_size=10, max_overflow=20, pool_pre_ping=True, echo=False, ) SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine) Base = declarative_base() def get_db(): """Dependency for FastAPI routes.""" db = SessionLocal() try: yield db finally: db.close() @contextmanager def get_db_session(): """Context manager for non-FastAPI contexts.""" db = SessionLocal() try: yield db db.commit() except Exception: db.rollback() raise finally: db.close()