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 ensure to read the upgrade from AI Hub 9 migration instructions!

The following describes the enhancements and bug fixes in AI Hub 10.3.1:

AI Hub

The following describes the enhancements and bug fixes in AI Hub by DevOps team.

Enhancements

Implemented Healthchecks in the docker-compose file for the components to improve stability of the stack. For more information visit Healthchecks
Aihub Job Agent
- Introduced additional volume to jobagent service for mounting huggingface models.
Aihub Backend
- Added optional SMTP setting for AiHub Backend
- Custumized Repository upload limit
Added TZ to all containers
Prometheus profile is acitivated by default for Ai Hub components(Backend, Job/WebAPI Agents and WebAPI Gatway)
Better custom port support
Refactored Panopticon configuration, licensing and storage

Docker

Add CPU limitation to docker deployment

Kubernates

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