CLI version 9.7.0
Release Date: 29 August 2022
TruEra release notes are structured by product functional area and further organized as follows:
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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
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- 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
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