Deployment Architecture Overview

This page provides an overview of existing deployable components and how they fit together in the RapidMiner platform deployment.

  • RapidMiner Server: the server component of the RapidMiner platform manages the Server Repository and execution configuration, including user management and role based access control. It is also responsible of publishing RapidMiner processes as web services
  • RapidMiner Job Agent(s): the execution backend of the RapidMiner platform, where the scheduled or manually submitted processes are executed
  • RapidMiner Python Environment Manager: a web-based user interface which manages a bundled, Anaconda-based Python environment on all connected Job Agents of the platform deployment
  • RapidMiner Real-Time Scoring Agent: a standalone component used to serve RapidMiner processes as web services with low latency
  • RapidMiner Real-Time Scoring Admin: a convenient web-based user interface used to manage deployment packages on a connected Real-Time Scoring Agent
  • RapidMiner Radoop Proxy: a tool used to simplify network connectivity to firewalled Hadoop clusters
  • RapidMiner Docker Deployment Manager: a web-based user interface used to simplify the most common deployment tasks. Works with a docker-compose based deployment
  • JupyterHub: a co-deployed Notebook environment for Python coders, offering integrated user management with RapidMiner Server, and easy access to the Server repository
  • Grafana: the popular dashboarding tool, integrated with RapidMiner processes published as web services on RapidMiner Server