car-classification/docker-compose.yml at master · STATWORX/car-classification · GitHub

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version: "3.7"
services:
  tfserving:
    image: tensorflow/serving
    container_name: car-classifier.predictions
    ports:
      - 8501:8501
    networks:
      network-car-classifier:
        aliases:
          - tf_serving
    volumes:
      - ./model/:/models/resnet_unfreeze_all_filtered/1
    environment:
      - MODEL_NAME=resnet_unfreeze_all_filtered

  explainability:
    image: car-classifier/explainability
    container_name: car-classifier.explainability
    build:
      context: ./car_classifier
      dockerfile: Dockerfile
    ports:
      - 5000:5000
    networks:
      network-car-classifier:
        aliases:
          - explainability
    volumes:
      - ./model/classes.pickle:/models/resnet_unfreeze_all_filtered/1/classes.pickle
      - ./model/saved_model.pb:/models/resnet_unfreeze_all_filtered/1/model/saved_model.pb
      - ./model/variables/:/models/resnet_unfreeze_all_filtered/1/model/variables

  dashboard:
    image: car-classifier/dashboard
    container_name: car-classifier.dashboard
    depends_on:
      - nginx
      - tfserving
      - explainability
    build:
      context: ./dashboard
      dockerfile: Dockerfile
    ports:
      - 8050:8050
    networks:
      - network-car-classifier
    environment:
      - IS_IN_DOCKER=True
    restart: on-failure

  nginx:
    image: nginx
    container_name: car-classifier.webserver
    ports:
      - 1234:80
    networks:
      network-car-classifier:
        aliases:
          - nginx
    volumes:
      - ./data/images/:/usr/share/nginx/html:ro
      - ./dashboard/nginx.conf:/etc/nginx/nginx.conf:ro

  #dashboard-shiny-proxy:
  #  image: car-classifier/dashboard-shiny-proxy
  #  container_name: car-classifier.dashboard-shiny-proxy
  #  depends_on:
  #    - nginx
  #    - tfserving
  #    - explainability
  #  build:
  #    context: ./dashboard/shinyproxy
  #    dockerfile: Dockerfile
  #  ports:
  #    - 8080:8080
  #  networks:
  #    - network-car-classifier
  #  volumes:
  #    - /var/run/docker.sock:/var/run/docker.sock
  #  restart: on-failure

networks:
  network-car-classifier:
    name: network-car-classifier