docker-compose.yml

version: "2"
services: 

    hbase:
        image: hyness/hbase-rest-standalone 
        volumes:
            - ./docker_volumes/hbase/hbase-server-config.xml:/opt/hbase/conf/hbase-site.xml # The config file
            - ./docker_volumes/hbase/hbase-data/:/data/hbase
            - ./docker_volumes/hbase/zookeeper-data/:/data/zookeeper
        hostname: hbase
    
    elasticsearch:
        image: elasticsearch:1.7.5
        hostname: elasticsearch
        command: [elasticsearch, -Des.cluster.name=elasticsearch, -Des.discovery.zen.ping.multicast.enabled=false, -Des.discovery.zen.ping.unicast.hosts=elasticsearch] 
        
    pio:
      build: prediction.io/
      command: bash -c 'echo "sleeping for 30 seconds" && sleep 30 && pio eventserver'
      ports:
        - "7070:7070"
      volumes:
        - ./docker_volumes/prediction-io-store:/prediction-io/.pio_store
        - ./docker_volumes/hbase/hbase-client-config.xml:/prediction-io/vendors/hbase/conf/hbase-site.xml
        - ./docker_volumes/universal/:/prediction-io/universal
      environment:
        # PredictionIO Storage Configuration
        #
        # This section controls programs that make use of PredictionIO's built-in
        # storage facilities. Default values are shown below.
        
        # Storage Repositories    

        # Default is to use PostgreSQL but for clustered scalable setup we'll use
        # Elasticsearch
        PIO_STORAGE_REPOSITORIES_METADATA_NAME: pio_meta
        PIO_STORAGE_REPOSITORIES_METADATA_SOURCE: ELASTICSEARCH
        
        PIO_STORAGE_REPOSITORIES_EVENTDATA_NAME: pio_event
        PIO_STORAGE_REPOSITORIES_EVENTDATA_SOURCE: HBASE

        PIO_STORAGE_REPOSITORIES_MODELDATA_NAME: pio_model
        PIO_STORAGE_REPOSITORIES_MODELDATA_SOURCE: LOCALFS

        # Local File System Example
        PIO_STORAGE_SOURCES_LOCALFS_TYPE: localfs
        PIO_STORAGE_SOURCES_LOCALFS_PATH: /prediction-io/.pio_store/models
        
        # Elasticsearch Example
        PIO_STORAGE_SOURCES_ELASTICSEARCH_TYPE: elasticsearch
        PIO_STORAGE_SOURCES_ELASTICSEARCH_HOME: /prediction-io/vendors/elasticsearch
        # The next line should match the ES cluster.name in ES config
        PIO_STORAGE_SOURCES_ELASTICSEARCH_CLUSTERNAME: elasticsearch 
        # For single host Elasticsearch, may add hosts and ports later
        PIO_STORAGE_SOURCES_ELASTICSEARCH_HOSTS: elasticsearch
        PIO_STORAGE_SOURCES_ELASTICSEARCH_PORTS: 9300

        # Configure HBase connection:
        PIO_STORAGE_SOURCES_HBASE_TYPE: hbase
        HBASE_CONF_DIR: /prediction-io/vendors/hbase/conf

        # Event Store:
        PIO_STORAGE_REPOSITORIES_EVENTDATA_NAME: pio_event
        PIO_STORAGE_REPOSITORIES_EVENTDATA_SOURCE: HBASE

        # Hbase clustered config (use one host/port if not clustered)
        PIO_STORAGE_SOURCES_HBASE_HOSTS: hbase 
        PIO_STORAGE_SOURCES_HBASE_PORTS: 0