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

Add CPU limitation to docker deployment

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

Categories

Versions