docker-compose.yaml

version: "3.9"
services:
  api:
    build: api
    ports:
      - 8086:8086
    volumes:
      - models:/mlruns

  app:
    build: app
    ports:
      - 8501:8501

  train:
    build: training
    ports:
      - 4200:4200
    volumes:
      - models:/mlruns
    x-develop:
      watch:
        - action: sync
          path: .
          target: /training
      
  prefect-db:
    image: postgres:15.4-alpine
    restart: always
    environment:
      - POSTGRES_USER=postgres
      - POSTGRES_PASSWORD=yHwt6Mjo7dESruva5B4W0u8G0JBossTk
      - POSTGRES_DB=prefect
    ports:
      - '5432:5432'
    volumes:
      - prefect-db:/var/lib/postgresql/data

  mlflow:
    build: mlflow
    ports:
      - 5000:5000
    volumes:
      - models:/mlruns

  prometheus:
    image: prom/prometheus:latest
    ports:
      - 9090:9090
    volumes:
      - ./monitoring/prometheus.yml:/etc/prometheus/prometheus.yml
    command:
      - "--config.file=/etc/prometheus/prometheus.yml"

  grafana:
    image: grafana/grafana:latest
    user: "472"
    depends_on:
      - prometheus
    ports:
      - 3000:3000
    volumes:
      - ./monitoring/datasource.yml:/etc/grafana/provisioning/datasources/datasource.yml
      - ./monitoring/dashboard.json:/etc/grafana/provisioning/dashboards/dashboard.json
      - ./monitoring/dashboard.yml:/etc/grafana/provisioning/dashboards/default.yml
volumes:
  models:
  prefect-db: