docker-compose.yaml

version: "3"
services:
  jupyter:
    user: root
    volumes:
      - "./notebooks:/home/joyvan/work"
    environment:
      GRANT_SUDO: "yes"
    ports:
      - "8888:8888"
    build:
      args:
        splice_base_image_version: 0.0.2
      context: jupyter
    image: splicemachine/ml-workflow_jupyter:0.0.3
  mlflow:
    environment:
      DB_HOST: ${DB_HOST:-host.docker.internal}
      DB_USER: mlmanager
      DB_PASSWORD: ${DB_PASSWORD:-admin}
      DB_DATABASE_NAME: ${DB_DATABASE_NAME:-splicedb}
      FRAMEWORK_NAME: my-framework
      MODE: development
      ENVIRONMENT: ${ENVIRONMENT:-default}
    image: splicemachine/sm_k8_mlflow:0.1.32
    ports:
      - "5001:5001"
      - "5003:5003"
    build:
      args:
        splice_base_image_version: 0.0.2
      context: ./
      dockerfile: ./mlflow/Dockerfile
  bobby:
    privileged: true
    environment:
      DB_HOST: host.docker.internal
      DB_USER: mlmanager
      DB_PASSWORD: ${DB_PASSWORD:-admin}
      FRAMEWORK_NAME: my-framework
      MLFLOW_URL: "http://mlflow:5001"
      CREATOR_ROLE: "true"
      AZURE_USERNAME: ${AZURE_USERNAME}
      AZURE_PASSWORD: ${AZURE_PASSWORD}
      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID}
      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY}
      SAGEMAKER_ROLE: ${SAGEMAKER_ROLE}
      MODE: production
      ENVIRONMENT: ${ENVIRONMENT:-default}
    image: splicemachine/sm_k8_bobby:0.1.32
    build:
      args:
        server_image_tag: 0.0.15
        splice_base_image_version: 0.0.2
      context: ./
      dockerfile: ./bobby/Dockerfile
  feature_store:
    environment:
      DB_HOST: ${DB_HOST:-host.docker.internal}
      DB_USER: mlmanager
      DB_PASSWORD: ${DB_PASSWORD:-admin}
      DB_DATABASE_NAME: ${DB_DATABASE_NAME:-splicedb}
      ENABLE_CORS_URL: ${ENABLE_CORS_URL}
      FRAMEWORK_NAME: my-framework
      MODE: development
      ROOT_PATH: / # Change this to /featurestore in the cloud
      ENVIRONMENT: ${ENVIRONMENT:-default}
      AIRFLOW_URL: "http://host.docker.internal:9876/api/v1"
      AIRFLOW_USER: airflow
      AIRFLOW_PASSWORD: airflow
      AIRFLOW_EXTERNAL_UI: "http://localhost:9876"
    image: splicemachine/sm_k8_feature_store:0.0.6
    ports:
      - "8000:8000"
    build:
      args:
        splice_base_image_version: 0.0.2
      context: ./
      dockerfile: ./feature_store/Dockerfile