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:
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Product Area: DIAGNOSTICS
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
- CLI
- H2O model packaging issue fixed
Product Area: INTEGRATIONS / PLATFORM
ENHANCEMENTS
- Cloud Infrastructure
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- Kubernetes (K8) Prometheus role corrected
- Model Runners
- Parallelism in tree + blackbox explanations (reversion of behavior) disabled
Product Area: DOCUMENTATION
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
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