ml-api-public/docker-compose.yml at master · matisilva/ml-api-public · GitHub

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version: "3.2"
services:
  traefik:
    image: "traefik:v2.0.0-rc3"
    container_name: "traefik"
    command:
      - "--log.level=DEBUG"
      - "--api.insecure=true"
      - "--providers.docker=true"
      - "--providers.docker.exposedbydefault=false"
      - "--entrypoints.web.address=:80"
    ports:
      - "80:80"
      - "8080:8080"
    volumes:
      - "/var/run/docker.sock:/var/run/docker.sock:ro"

  api:
    image: flask_api
    depends_on:
      - kafka
    build:
      context: ./api
    command: "gunicorn -k gevent --workers=1 --threads=8 --bind 0.0.0.0:80 app:app"
    environment:
      - FLASK_DEBUG=1
    depends_on:
      - redis
      - model
    volumes:
      - ./feedback:/src/feedback
    tty: true
    labels:
      - "traefik.enable=true"
      - "traefik.http.services.api.loadbalancer.server.port=80"
      - "traefik.http.routers.api.rule=Host(`localhost`)"
      - "traefik.http.routers.api.entrypoints=web"

    # logging:
    #   driver: "gelf"
    #   options:
    #     gelf-address: "udp://localhost:12201"
    #     tag: "api-logs"

  redis:
    image: redis:5.0.6

  zookeeper:
    image: confluentinc/cp-zookeeper:latest
    environment:
      ZOOKEEPER_CLIENT_PORT: 2181
      ZOOKEEPER_TICK_TIME: 2000

  kafka:
    image: confluentinc/cp-kafka:latest
    depends_on:
      - zookeeper
    environment:
      KAFKA_BROKER_ID: 1
      KAFKA_ZOOKEEPER_CONNECT: zookeeper:2181
      KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://kafka:29092,PLAINTEXT_HOST://localhost:9092
      KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: PLAINTEXT:PLAINTEXT,PLAINTEXT_HOST:PLAINTEXT
      KAFKA_INTER_BROKER_LISTENER_NAME: PLAINTEXT
      KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: 1

  model:
    image: ml_service
    depends_on:
      - kafka
    build:
      context: ./model
    tty: true
    command: "python3 /src/ml_service.py"
    depends_on:
      - redis