docker/docker-compose.yml

services:

  api:
    build:
      context: ..
      dockerfile: docker/Dockerfile
    image: loanguard:latest
    container_name: loanguard-api
    ports:
      - "8000:8000"
    environment:
      - LG__PATHS__MLFLOW_URI=http://mlflow:5000
    volumes:
      - ../artifacts:/app/artifacts:ro
    depends_on:
      - mlflow
    restart: unless-stopped

  dashboard:
    image: loanguard:latest
    container_name: loanguard-dashboard
    command: ["streamlit", "run", "src/dashboard/app.py", "--server.address=0.0.0.0", "--server.port=8501"]
    ports:
      - "8501:8501"
    volumes:
      - ../artifacts:/app/artifacts:ro
    depends_on:
      - api
    restart: unless-stopped

  mlflow:
    image: ghcr.io/mlflow/mlflow:v2.10.2
    container_name: loanguard-mlflow
    ports:
      - "5000:5000"
    volumes:
      - mlflow-data:/mlflow
    command: >
      mlflow server
      --host 0.0.0.0
      --port 5000
      --backend-store-uri sqlite:////mlflow/mlflow.db
      --default-artifact-root /mlflow/artifacts
    restart: unless-stopped

  prometheus:
    image: prom/prometheus:latest
    container_name: loanguard-prometheus
    ports:
      - "9090:9090"
    volumes:
      - ./prometheus.yml:/etc/prometheus/prometheus.yml:ro
    depends_on:
      - api
    restart: unless-stopped

volumes:
  mlflow-data: