TruEra v1.26 Release Notes

Release: 1.26

CLI version 9.5.0

Release Date: 1 August 2022

TruEra release notes are structured by product functional area and further organized as follows:

NEW – functionality introduced for the first time in this release of the software
ENHANCEMENTS – improvements/extensions to existing functionality
FIXES – resolution of reported/discovered issues and bugs

NEW

Web App – Diagnostics
- Feature Groups moved to its own page
- Most important features added to Model Summary page for selected model and split
- Token level visualization of influences for root cause analysis (RCA) added
- Table view on All Features page with the ability to sort by rank
- Embedded anchor argument added to NLPAttributionsConfiguration cell in Ipython notebook

ENHANCEMENTS

Python SDK
- Using model as reference, SDK now allows defining relative model performance test
- When not via data layer, SDK avoids ingesting splits with ID columns
Web App – Diagnostics
- Service Account management page now disabled by default
- SIngle-click copy of error details added to help report encountered issues to TruEra
- Version information and documentation relocated to optimize access
- Monitoring table visible and available before metrics are loaded
- On single feature page, Side Feature Table shows the display for selected feature by default
- Description fields added for generalized Segment metrics
- Documentation link removed
- Improved usability of error detail copy button

FIXES

Web App – Diagnostics
- Corrected issue causing Project Overview component to crash
- Splash screen refresh after adding first Data Collection to project
- Data source URI can now be entered via the Web App

ENHANCEMENTS

Model Runners
- Parallelism in tree + blackbox explanations (reversion of behavior) disabled

FIXES

Clarifications regarding how to pick layer names for neural network (NN) ingestion
Rendered formatting fixed for Plotly graphs in notebooks
Monitoring Quickstart updated
Example tests and formatting updates added to Ingesting Custom Python Models
Feature transform notebook updated; test created to run it
ID-related issue fixed in Diagnostics Quickstart
References to Documentation link removed