docker-compose.yaml

version: "3.9"

services:
    web:
        container_name: backend
        build:
            context: ./backend
            dockerfile: Dockerfile
        volumes:
            - ./backend/backend_apps:/usr/src/app
            - media:/usr/src/app/media
        env_file:
            - ./backend/backend_apps/.env.sample
        # command: uvicorn server.asgi:application --workers 4
        depends_on:
            - db

    react:
        container_name: frontend
        build:
            context: ./frontend_GUI
        volumes:
            - ./frontend_GUI/gui:/usr/src/app
        expose:
            - 3000
        environment:
            - REACT_APP_AXIOS_URL=http://127.0.0.1
        depends_on:
            - web

    db:
        container_name: database
        image: arm64v8/postgres
        volumes:
            - postgres_data:/var/lib/postgresql/data/
        env_file:
            - backend/backend_apps/.env.sample

    tfserving_classifier_hsv:
        container_name: tfserving_classifier_hsv
        image: emacski/tensorflow-serving:2.5.1
        volumes:
            - ./algorithms_HSV/HSV_Model:/models/model
        ports:
            - "8501:8501"
        depends_on:
            - web

    tfserving_classifier_ssim:
        container_name: tfserving_classifier_ssim
        image: emacski/tensorflow-serving:2.5.1
        volumes:
            - ./algorithms_SSIM/SSIM_Model:/models/model
        ports:
            - "8502:8501"
        depends_on:
            - web

    nginx:
        container_name: nginx
        restart: always
        build: ./nginx
        volumes:
            - media:/usr/src/app/media
        ports:
            - "80:80"
        depends_on:
            - react

    redis:
        container_name: redis
        image: "redis:6.2.6-alpine"

    celery:
        container_name: celery
        build:
            context: ./backend
        command: celery -A server worker --without-heartbeat --without-gossip --without-mingle
        volumes:
            - media:/usr/src/app/media
            - ./backend/backend_apps:/usr/src/app
        env_file:
            - backend/backend_apps/.env.sample
        depends_on:
            - redis

    flower:
        container_name: flower
        build: ./backend
        command: celery -A server flower -l INFO
        ports:
            - "5556:5555"
        environment:
            - FLASK_DEBUG=1
            - CELERY_BROKER_URL=redis://redis:6379/0
            - CELERY_RESULT_BACKEND=redis://redis:6379/0
        volumes:
            - ./backend/backend_apps:/usr/src/app
        env_file:
            - backend/backend_apps/.env.sample
        depends_on:
            - celery
            - web
            - react

volumes:
    postgres_data:
    media: