Diamond-Cost-Predictor/docker-compose.yml at main · MichaelEnny/Diamond-Cost-Predictor · GitHub

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version: '3.8'

services:
  # Diamond Price Predictor API
  api:
    build:
      context: .
      dockerfile: Dockerfile.flask
    container_name: diamond-predictor-api
    ports:
      - "5000:5000"
    environment:
      - FLASK_ENV=production
      - FLASK_HOST=0.0.0.0
      - FLASK_PORT=5000
      - PYTHONPATH=/app/src
    volumes:
      - ./artifacts:/app/artifacts
      - ./logs:/app/logs
      - ./models:/app/models
    restart: unless-stopped
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:5000/api/v1/health"]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 60s
    networks:
      - diamond-network

  # MLflow Tracking Server
  mlflow:
    image: python:3.9-slim
    container_name: diamond-mlflow
    ports:
      - "5001:5000"
    volumes:
      - ./mlruns:/mlflow/mlruns
      - ./artifacts:/mlflow/artifacts
    working_dir: /mlflow
    command: >
      sh -c "
        pip install mlflow>=2.0.0 &&
        mlflow server
        --backend-store-uri sqlite:///mlruns/mlflow.db
        --default-artifact-root /mlflow/artifacts
        --host 0.0.0.0
        --port 5000
      "
    restart: unless-stopped
    networks:
      - diamond-network

  # Streamlit Dashboard
  dashboard:
    build:
      context: .
      dockerfile: Dockerfile.streamlit
    container_name: diamond-dashboard
    ports:
      - "8501:8501"
    environment:
      - API_URL=http://api:5000
    depends_on:
      api:
        condition: service_healthy
    restart: unless-stopped
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:8501/healthz"]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 60s
    networks:
      - diamond-network

  # Prometheus Monitoring (Optional)
  prometheus:
    image: prom/prometheus:latest
    container_name: diamond-prometheus
    ports:
      - "9090:9090"
    volumes:
      - ./monitoring/prometheus.yml:/etc/prometheus/prometheus.yml
    command:
      - '--config.file=/etc/prometheus/prometheus.yml'
      - '--storage.tsdb.path=/prometheus'
      - '--web.console.libraries=/etc/prometheus/console_libraries'
      - '--web.console.templates=/etc/prometheus/consoles'
      - '--web.enable-lifecycle'
    restart: unless-stopped
    networks:
      - diamond-network
    profiles:
      - monitoring

  # Grafana Dashboard (Optional)
  grafana:
    image: grafana/grafana:latest
    container_name: diamond-grafana
    ports:
      - "3000:3000"
    environment:
      - GF_SECURITY_ADMIN_PASSWORD=admin
    volumes:
      - grafana-storage:/var/lib/grafana
    depends_on:
      - prometheus
    restart: unless-stopped
    networks:
      - diamond-network
    profiles:
      - monitoring

networks:
  diamond-network:
    driver: bridge

volumes:
  grafana-storage:
    driver: local