Release: 1.29
CLI version 9.8.1
Release Date: 28 September 2022
TruEra release notes are structured by product functional area and further organized as follows:
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Product Area: DIAGNOSTICS
NEW
- Python SDK
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- Feature Importance model test added
- When packaging models, you can now pull the pip version from the current Python environment
- Get and Set support for the type of performance metric desired added for remote workspaces
ENHANCEMENTS
- Web App
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- Points page now shows id and timestamp metadata if id and timestamp were ingested; these fields can also be exported from the Points page
- Sorting by rank now saved into the query on the All Features page, allowing users to share a preferred rank-sorted link/query with others
- Python SDK
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- Transforms now supported in local environments
- Models with transforms can now be downloaded
- Support for uploading models with transforms from local to remote
- Model test harness now allows test type filtering
- Support for using both reference model and split at the same time for relative performance threshold
FIXES
- Web App
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- Correct error displayed when token API fails
- Error thrown when a segment is selected from a Data Collection different than the Data Collection originally specified for the model
- Model test summary action button now sets model comparison when clicked
- Model selection issue resolved for aggressively selected models
- Performance of Project Settings page corrected
- Backend empty-segment error handling corrected
- Ad hoc Reports, Calibration, Swap Analysis, Feature Associations and Automated Segments removed from standard TruEra deployments
- Global split drop-down disabled to correct error-handling of no splits in compare mode
- When selected split doesn’t contain ground truths, disclaimer on the Fairess page now shows the split name instead of the model
- Python SDK
- Project Settings no longer change when resetting context during download/upload
- Duplicate check for model stability test eliminated
- Split and Model deletion now also deletes associated model tests
- Ingestion
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- Users can no longer create data sources with duplicate names, this prevents indeterministic behavior during ingestion.
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