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What's New in RapidMiner AI Hub 10.0.0?
Released: 3rd November 2022
This is a major version upgrade. Please ensure to read the Upgrade from AI Hub 9 migration instructions!
The following describes the enhancements and bug fixes in AI Hub 10.0.0:
Enhancements
- Upgrade all dependencies and Spring Boot to version 2
- Move from ActiveMQ to ActiveMQ Artemis (compatible with
2.26.0
) - Use Keycloak as Identity Provider
- Add migration path from AI Hub/Server 9
- Dynamically assign
ENCRYPTION_SECRET
and write into home directory if not present- Encryption secret will be generated dynamically once on startup and stored in
encryption.secret-location
- It is possible to overwrite the encryption secret by setting the property
encryption.secret
- Encryption secret will be generated dynamically once on startup and stored in
- Use Single Page Application for frontend
- Use Postgres as only option for database
- Use proper database migrator tool for bootstrapping required schemas entirely
- Enrich Jobs API
- Add ID of the schedule that scheduled a job
- Jobs can be filtered by
scheduleId
- License can be set via
license.license
and will be stored in thelicense.location
- Add configurable cleanup scheduler for the RTS
- Can be enabled with
scoring-agent.execution.cleanup.cron-expression
- A cron expression has to be defined
scoring-agent.execution.cleanup.enabled
- The scheduler will wait for jobs to finish
- A timeout can be set via
scoring-agent.execution.cleanup.timeout
- The waiting interval for running jobs can be changed via
scoring-agent.execution.cleanup.waitBetween
- A timeout can be set via
- Can be enabled with
- Add pause and resume all schedules functionality (state change)
- Add ability to toggle scheduler into standby without changing state of schedules
- Add database indexes
jobservice_job
:created_at
a_jobservice_job
:created_at
jobservice_job
:stop_requested = 1
a_jobservice_job
:stop_requested = 1
jobservice_job_agent
:state
jobservice_job_agent
:last_status_at
- Switch to REST endpoint for retrieving AI Hub instance information
- Add REST endpoint for log retrieving
- Add new Spring Security classes for authorization in the Scoring Agent
- Add migration to the Scoring Agent
- Change units from minutes to seconds for
jobservice.scheduled.archive.maxAge
andjobservice.scheduled.archive.jobCleanup.maxAge
- Remove
jupyterEnabled
andgrafanaEnabled
from endpoints and UI which is now handled by the platform setup - Disabling the automatic snapshot creation after a job has been executed inside a Job Container can now be achieved by setting the Job Container's property
jobcontainer.remote.versioned.auto-commit-strategy
toNONE
- Change host of rm-juypterhub-db-svc to jupyterhub-db in the sample-dev Project
- Respect
X-Forwarded-..
HTTP headers for Project URL generation natively
Fixed
- Add missing internal locking of Job Agent scheduled tasks
- Change execution mode of Scoring Agent to
SCORING_AGENT
instead ofJOB_CONTAINER
- Strip common
80
and443
ports from LFS server responses