TruEra v1.35 Release Notes

CLI version 11.6.1

Release Date: 8 Jul 2023

Product Area: DIAGNOSTICS

NEW

• Python SDK
  • New ingestion method add_data() replaces add_data_split() — which will soon be deprecated — lets you add data by either creating a new split or appending to an existing split for production data.
  • New set_model_execution()method sets the environment (either local or remote) in which to execute models, allowing you to compute locally and upload to remote without having to change the environment. NOTE: Remote environment execution only works with model runners and is not supported by the SaaS product.

ENHANCEMENTS

• Python SDK
  • SDK is now packaged with SHAP
  • “https://” automatically prepended to CONNECTION_STRING when not initially provided
  • Minimum server version requirement loosened
• Platform
  • RPC (remote procedure call) accuracy optimizations

FIXES

• Diagnostics
  • Drift results no longer fail when compared against features containing all NaNs (not a number).
• Python SDK
  • Numeric ids are now properly handled as strings in the backend
  • Ingestion of tabular data now works correctly
  • xs data retrieval errors repaired
• Security – Keycloak
  • Java 11 support for Keycloak server deprecated
  • Switch from Wildfly to Quarkus distribution
    • Keycloak distribution now supports importing your realms directly at start-up. See Keycloak guide.
    • OpenID Connect logout improvements
    • New admin console fully supported (old console deprecated)
    • Upgrade of embedded H2 database (Keycloak ships for development purposes with an H2 database driver. As it is intended for development purposes only, it should never be used in a production environment.) In this release (keycloak >= 20), the H2 driver has been upgraded from version 1.x to version 2.x.