docker/docker-compose.yml

version: '3.9'

x-airflow-common: &airflow-common
  image: ${AIRFLOW_IMAGE_NAME:-apache/airflow:2.9.1}
  environment: &airflow-common-env
    AIRFLOW__CORE__EXECUTOR: CeleryExecutor
    AIRFLOW__CORE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres/airflow
    AIRFLOW__CELERY__RESULT_BACKEND: db+postgresql://airflow:airflow@postgres/airflow
    AIRFLOW__CELERY__BROKER_URL: redis://:@redis:6379/0
    AIRFLOW__CORE__FERNET_KEY: ""
    AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION: "true"
    AIRFLOW__CORE__LOAD_EXAMPLES: "false"
    AIRFLOW__API__AUTH_BACKEND: "airflow.api.auth.backend.basic_auth"
    AIRFLOW__SMTP__SMTP_HOST: "smtp.gmail.com"
    AIRFLOW__SMTP__SMTP_PORT: 587
    AIRFLOW__SMTP__SMTP_USER: "olivier.airflow@gmail.com"
    AIRFLOW__SMTP__SMTP_PASSWORD: "rmgpejmrntnhbhuw"
    AIRFLOW__SMTP__SMTP_MAIL_FROM: "olivier.airflow@gmail.com"
    AIRFLOW__WEBSERVER__SECRET_KEY: idZKcKQdXAnRhJcJnjFMwQ==
    _PIP_ADDITIONAL_REQUIREMENTS: ${_PIP_ADDITIONAL_REQUIREMENTS:- apache-airflow-providers-docker pymongo} # librairie supplémentaire

  volumes:
    - ./../airflow/dags:/opt/airflow/dags
    - ./../airflow/logs:/opt/airflow/logs
    - ./../airflow/plugins:/opt/airflow/plugins
    - ./../models:/app/models:z
    - ./../data:/app/data:z
  user: "${AIRFLOW_UID:-50000}:${AIRFLOW_GID:-50000}"
  depends_on:
    redis:
      condition: service_healthy
    postgres:
      condition: service_healthy

services:
  mysql:
    image: mysql:latest
    container_name: users_db
    restart: always
    environment:
      MYSQL_ROOT_PASSWORD: ${MYSQL_ROOT_PWD}
      MYSQL_DATABASE: rakuten_db
    ports:
      - "3306:3306"
    volumes:
      - ./../data/mysql-data:/var/lib/mysql:z
      - ./init.sql:/docker-entrypoint-initdb.d/init.sql
    command: --innodb-flush-log-at-trx-commit=2

  adminer:
    image: adminer
    container_name: admin_db
    restart: always
    ports:
      - "8080:8080"

  api_predict:
    build: 
      context: ./../src
      dockerfile: Dockerfile.predict
    container_name: api_predict
    restart: always
    ports:
      - "8000:8000"
    volumes:
      - ./../models:/app/models:z
      - ./../data:/app/data:z
      - ./../tests:/app/tests:z

  api_oauth:
    build: 
      context: ./../src/fastapi_oauth
      dockerfile: Dockerfile.oauth
    container_name: api_oauth
    restart: always
    ports:
      - "8001:8001"

  api_train:
    build: 
      context: ./../src
      dockerfile: Dockerfile.train
    container_name: api_train
    restart: always
    ports:
      - "8002:8002"
    volumes:
      - ./../models:/app/models:z
      - ./../data:/app/data:z
      - ./../logs:/app/logs:z

  api_flows:
    build: 
      context: ./../src/flows
      dockerfile: Dockerfile.flows
    container_name: api_flows
    restart: always
    ports:
      - "8003:8003"
    volumes:
      - ./../models:/app/models:z
      - ./../data:/app/data:z

  streamlit:
    build: 
      context: ./../streamlit_app
      dockerfile: Dockerfile.streamlit
    container_name: streamlit
    restart: always
    ports:
      - "8501:8501"
    volumes:
      - ./../models:/app/models:z
      - ./../data:/app/data:z

  tensorboard:
    build: 
      context: ./../tensorboard
      dockerfile: Dockerfile.tensorboard
    container_name: tensorboard
    restart: always
    ports:
      - "6006:6006"
    volumes:
      - ./../logs:/app/logs:z

  postgres:
    image: postgres:13
    environment:
      POSTGRES_USER: airflow
      POSTGRES_PASSWORD: airflow
      POSTGRES_DB: airflow
    volumes:
      - postgres-db-volume:/var/lib/postgresql/data
    healthcheck:
      test: ["CMD", "pg_isready", "-U", "airflow"]
      interval: 5s
      retries: 5
    restart: always

  redis:
    image: redis:latest
    ports:
      - 6379:6379
    healthcheck:
      test: ["CMD", "redis-cli", "ping"]
      interval: 5s
      timeout: 30s
      retries: 50
    restart: always

  airflow-webserver:
    <<: *airflow-common
    command: webserver
    ports:
      - 8081:8080
    healthcheck:
      test: ["CMD", "curl", "--fail", "http://localhost:8081/health"]
      interval: 10s
      timeout: 10s
      retries: 5
    restart: always

  airflow-scheduler:
    <<: *airflow-common
    command: scheduler
    healthcheck:
      test:
        [
          "CMD-SHELL",
          'airflow jobs check --job-type SchedulerJob --hostname "$${HOSTNAME}"',
        ]
      interval: 10s
      timeout: 10s
      retries: 5
    restart: always

  airflow-worker:
    <<: *airflow-common
    command: celery worker
    healthcheck:
      test:
        - "CMD-SHELL"
        - 'celery --app airflow.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}"'
      interval: 10s
      timeout: 10s
      retries: 5
    restart: always

  airflow-init:
    <<: *airflow-common
    command: version
    environment:
      <<: *airflow-common-env
      _AIRFLOW_DB_UPGRADE: "true"
      _AIRFLOW_WWW_USER_CREATE: "true"
      _AIRFLOW_WWW_USER_USERNAME: ${_AIRFLOW_WWW_USER_USERNAME:-airflow}
      _AIRFLOW_WWW_USER_PASSWORD: ${_AIRFLOW_WWW_USER_PASSWORD:-airflow}
    user: "${AIRFLOW_UID:-50000}:${AIRFLOW_GID:-0}" 

  flower:
    <<: *airflow-common
    command: celery flower
    ports:
      - 5555:5555
    healthcheck:
      test: ["CMD", "curl", "--fail", "http://localhost:5555/"]
      interval: 10s
      timeout: 10s
      retries: 5
    restart: always

volumes:
  postgres-db-volume: