Visual-Insights/docker-compose.yml at master · SpaaceCadet/Visual-Insights · GitHub

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version: '3.8'

services:

  mysql_database:
    image: mysql:8
    container_name: mysql_instance

    environment:
      - MYSQL_ROOT_PASSWORD_FILE=/run/secrets/mysql_password_file
      - MYSQL_PASSWORD_FILE=/run/secrets/mysql_password_file
      - MYSQL_USER_FILE=/run/secrets/mysql_user

    networks:
      yahya_prive:
        ipv4_address: 10.12.13.2

    cap_add:
      - NET_ADMIN

    ports:
      - "3306:3306"

    volumes:
      - ./sql:/docker-entrypoint-initdb.d
      - ./secrets:/run/secrets
      - ./mysql:/var/lib/mysql

    restart: unless-stopped

  tensorflow_serving:
    image: tensorflow/serving
    container_name: tflowserv
    ports:
      - "8500:8500"  # gRPC
      - "8501:8501"  # REST API
    volumes:
      - ./tf_serving/model_config.config:/models/model_config.config
      - ./tf_serving/models/Multivariate_cnn_lstm:/models/varcnnlstm
      - ./tf_serving/models/MultivariateLstm3:/models/vanillalstm
      - ./tf_serving/models/Multivariate_Lstm:/models/varlstm
    command: ["tensorflow_model_server", "--model_config_file=/models/model_config.config"]
    networks:
      yahya_prive:
        ipv4_address: 10.12.13.3
    cap_add:
      - NET_ADMIN


  webapp:
    image: webapp-test
    container_name: webapp
    ports:
      - "5000:5000"  # http port
    networks:
        yahya_prive:
          ipv4_address: 10.12.13.4
    depends_on:
      - tensorflow_serving
      - mysql_database

networks:
  yahya_prive:
    driver: bridge
    ipam:
      config:
        - subnet: 10.12.13.0/24
          gateway: 10.12.13.1