Cloudera Docs

November 21, 2024

Release notes and fixed issues for version 2.0.46-b238.

New Features / Improvements

  • Model Hub Enhancement: The model size is now shown in the user-friendly format both in the Model Hub UI and Cloudera AI Registry UI.
  • Cloudera AI Inference service Enhancement: New AI Inference Services menu item is added to the left-navigation pane of the Cloudera AI UI to manage the lifecycle of Cloudera AI Inference service using UI. For more information, see Using Cloudera AI Inference service.
  • Added Spark 3.5 ML Runtime Addon
  • Product and features named:
    • Clouder Machine Learning (CML) is renamed to Cloudera AI.
    • Cloudera Machine Learning Model Registry is renamed to Cloudera AI Registry.
    • Cloudera Machine Learning Workspace is renamed to Cloudera AI Workbench.
    • Cloudera Applied Machine Learning Prototypes and Accelerators for ML Projects is renamed to Cloudera Accelerators for Machine Learning Projects.

Fixed Issues

  • CVE fixes - This release includes numerous security fixes for critical and high Common Vulnerability and Exposures (CVE).
  • Previously, the public and private settings did not carry forward after the AI Registry upgrade. This issue is now resolved. (DSE-36799)
  • Enhanced the error message that was displayed when importing a model from Model Hub to Registered Models. (DSE-39897)
  • Generic (vLLM) NIM profile deployment was returning an empty GPU list in the UI. This issue is now resolved. (DSE-39913)
  • Previously, public cloud CDP CLI was not showing the instance type's GPU count. This issue is now resolved. (DSE-39539)
  • Cloudera AI v2 API deployed application did not inherit user-level environment variables and site-level environment variables. This issue has been solved, and now an application created using APIv2 does not only inherit project-level environment variables but also user-level environment variables and site-level environment variables. (DSE-37611)
  • Previously, scheduled jobs skipped job runs and did not specify the error. Now, the skipped jobs runs have improved exit code to distinguish them from failed jobs. (DSE-39976)
  • Previously, the Next buttons on the Site Administration page did not work. This issue is now resolved. (DSE-34133).
  • Previously, restarting the application using the Cloudera AI v2 API did not inherit account application-level environment variables. This issue is now resolved. (DSE-39894)
  • Users can now view the existing applications in the Cloudera AI UI even if the creation of a new application is disabled. (DSE-39980)
  • Previously, Python logging did not work with PBJ Runtimes. This issue is now resolved. (DSE-39929)
  • Previously, reloading the session page would result in an incorrect state where the PBJ session's editor cell could appear green even if it is in a processing state (executing some commands). With this fix, an accurate representation of the processing state is displayed even after a refresh. (DSE-40049)