TruEra v1.28 Release Notes

CLI version 9.7.0

Release Date: 29 August 2022

Product Area: DIAGNOSTICS

ENHANCEMENTS

• Python SDK
  • Label data validation when id_col_name provided
  • String validation of dataframe col names when ingesting splits
  • sklearn pipeline support and feature enhancements for local compute
  • Support for uploading SHAP influences, if computed, when synchronizing local → remote
  • Support for models with feature maps when computing SHAP influences locally
  • pd.Series as output of predict method now allowed when validating regression models
    
    
• Web App – Diagnostics
  • Search now enabled in Select Model dropdown
  • Rankings displayed for All Features persist when transitioning to Single Feature
  • Feature Groups tabdisplays even when a split has no feature groups defined
  • Segment filter button now consistently aligned on all pages
  • Rank by sort criterion dropdown on All Features page now clears and returns Feature list to original order when X button clicked

FIXES

• Python SDK
  • Support for the use of additional_modules in Data Capture while adding no-post data with id and feature map
  • Connection strings with /p now sanitized
  • get_xs() call with slicing fixed in local using extra data
    
    
• Web App – Diagnostics
  • Data sources now displayed in Data Management page
  • keyerror from Python SDK now handled more gracefully when comparing models in partial feature dependence graph
  • Segment filter now correctly applied when navigating from Model Summary page
  • Model Comparing header now displays correctly on Segments page
  • Ground Truth displayed in correct location when editing Segments that have a Ground Truth filter
  • Auto-selection of Edit when navigating items in Segment dropdown corrected
  • Error message boxes are now scrollable when content requires

Product Area: INTEGRATIONS / PLATFORM

NEW

• Platform Integrations
• • Scheduled ingestion support for SageMaker

ENHANCEMENTS

• Cloud Infrastructure
  • New temporal containers now included with future TruEra installations
  • Support for sklearn.pipeline.Pipeline models
  • Staged user management enabled

• Container Images
  • Temporal images now available from the TruEra stack
  • Trino, Mysql, and Hive Metastore container images now available

• Model Ingestion
  • conda-forge added as secondary channel in default .candarc

FIXES

• Platform Integrations
  • Use of additional_modules now supported for Data Capture

• Cloud Infrastructure
  • Helm chart envoy proxy definition fixed to preclude two command clauses
  • Prometheus role in Kubernetes fixed 

Product Area: DOCUMENTATION

ENHANCEMENTS

• New feature doc updates 
• sklearn pipeline ingestion doc updates
• Content structure and organization improvements
• SDK-only copy of remote quickstart notebook added to Downloads page