docker-compose.yml

services:
  predictor_a: &default
    build:
      context: container
      args:
        - MODEL4CONTAINER=./models/MLFLOW_AUTOGLUON
    environment:
      - DISABLE_NGINX=true
      - GUNICORN_CMD_ARGS=--bind=0.0.0.0:${GUNICORN_PORT} --workers=1
      - LOGURU_LEVEL=INFO
    # volumes:
      # - ./log:/app/log
    expose:
      - ${GUNICORN_PORT}
  predictor_b:
    <<: *default
    build:
      context: container
      args:
        - MODEL4CONTAINER=./models/MLFLOW_H2OAUTOML
  coordinator:
    <<: *default
    build:
      context: container
      args:
        - MODEL4CONTAINER=./models/MLFLOW_COORDINATOR
    environment:
      - GUNICORN_CMD_ARGS=--bind=0.0.0.0:${GUNICORN_PORT} --workers=1
      - PREDICTOR_A_URI=http://predictor_a:${GUNICORN_PORT}/invocations
      - PREDICTOR_B_URI=http://predictor_b:${GUNICORN_PORT}/invocations
      - LOGURU_LEVEL=INFO
    depends_on:
      - predictor_a
      - predictor_b
    ports:
      - "${API_PORT}:${GUNICORN_PORT}"