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What's New in RapidMiner AI Hub 10.2.0?
Released: 16th August 2023
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 10.2.0:
Enhancements
- Added Endpoints and Web API Agents
- AI Hub Server offers a registry where all Web API Agents are managed and registered
- Introduced a Web API Gateway which handles load balancing and routing of connected Web API Agents derived from the registry
- A Web API Agent is a different flavor of the Scoring Agent utilizing the registry and can be enabled with
SPRING_PROFILES_ACTIVE=webapi - A Web API Agent service can be secured with basic, AI Hub or API token authentication
- The new security can be configured on a deployment level
- Endpoints can include multiple authentication types
- Basic security configuration in deployments uses hashed passwords
- Unsecured (anonymous) authentication is also possible
- The endpoint authentication types can be selectively executed on a test page
- The new security can be configured on a deployment level
- With AI Hub, by default licenses and extensions are synchronized
- The endpoints of deployments can be tested
- Added Project clean-up
- Added ability to remove all old Snapshot versions of a Project
- Per user request
- Or on a schedule (time and size based)
- Time based cleanup is based on cron expression. The user can directly specify the cron in the advanced mode, or using a cron expression generator in simple mode
- When the Project is cleaned, added functionality to add archives to the Project
- Archives can be checked out in Studio
- Added automatic deletion of archives
- Based on max time or count
- Added consistency measures for the clean-up
- Added ability to remove all old Snapshot versions of a Project
- Added templates for Radoop logging in
rapidminer.properties - Bundled
jxbrowserin Job Containers and Scoring Agents to easily use RapidMiner extensions like Animated Plots - Added queued extension management to provide new extensions during runtime
- Improved git handling of uninitialized projects
- Added advanced cron editor into schedules page
- Changed data size properties to Spring properties
- Added REST endpoint for log retrieving for RTSA
- Added session based changelog locking for Liquibase database migrator
- Allowed for profile based migration of RTSA to Web Api Agent
- Added local timezone to instance information endpoint and parsed timezone in UI accordingly
- Increased default REST template timeouts to 15s
- Enabled "Auto Refresh" in the Project list and Project single page view
- Bumped Spring Boot version to
2.7.14 - Bumped Keycloak to
20.0.5 - Bumped License Agent version to
1.0.4 - Bumped License Core version to
4.5.2 - Bumped JX Browser version to
7.30.3 - Bumped bundled Python extension version to
10.0.1 - Bumped Studio Core version to
10.2.0 - Upgraded Grafana to 10.0.3
Fixed
- Fixed missing explicit JSON content types in internal REST clients
- Fixed including dev and test profiles in production builds
- Fixed queues page to keep expanded queues open after receiving new data upon auto-refresh
- Fixed error message when displaying descriptive error message in case of uploading non ZIP files to a project, indicating that only ZIP files are accepted
- Added causing exception for delete operation inside Job Container's repository cache
- Fixed Job Logs not updating on reload
- Fixed platform python execution missing conda initialisation
- Fixed showing duplicate licenses in License UI
- Fixed showing deleted content in newly created Project
- Fixed some property names for native RTS distribution