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What's New in RapidMiner AI Hub 10.3.1?

Version 10 is a major version upgrade when you are currently on version 9. Please make sure to read the upgrade from AI Hub 9 migration instructions!

The items below the enhancements and bug fixes for AI Hub 10.3.1 by the DevOps team, including breaking changes.

Enhancements

  • Implemented health checks for the components in the docker-compose file to improve stability of the stack. For more information visit health checks.

  • AI Hub Job Agent

    • Introduced additional volume to AI Hub Job Agent service for mounting Huggingface models.
  • AI Hub Backend

    • Added optional SMTP setting for AI Hub Backend service
    • Customized Repository upload limit
  • Added TZ to all containers

  • Prometheus profile is activated by default for AI Hub components (Backend, Job / Web API Agents and Web API Gateway)

  • Better custom port support

  • Refactored Panopticon configuration, licensing and storage

Docker

Kubernetes

  • Panopticon Vizapp default memory and CPU limit increased to 2 Gi and 1 CPU

  • Panopticon file upload size to 30000000 bytes

There is a limited concurrency of Job Agents due to potential concurrent writes of the same model into the directory. By default, Job Agents and Job Containers maintain a 1-to-1 relationship, minimizing issues. However, if a Job Agent spawns more than one Job Container, concurrency concerns may arise.

BREAKING CHANGES

  • docker-compose version

    • changed from 3.9 to 2.4
  • Panopticon Vizapp default PVC name has been changed

    • from panopticon-vizapp-pvc to panopticon-vizapp-appdata-pvc
  • Panopticon Vizapp volume name was changed

    • from pv-panopticon-viz to panopticon-appdata-vol