3 New Features, Enhancements and Limitations in this Release
New Features
- Installer Upgrades
- Pre-install configuration check improvements.
- System Admin
- New utility for independently exporting/importing Parameters Sets (of Model Pipelines).
- Gateway services will now be enabled by default.
- SAML POST support.
- Health and Application Monitoring
- Standardized logger format across services.
- Timezone used in logs is now configurable.
- Improved messaging and removal of redundant logging.
- Workspace
- A new details screen has been introduced for comprehensive overview of workspace details and for simplified updates of workspace definition.
- Support for Materialized Views and Triggers in Data Sourcing.
- Model Pipelines
- User can now set limits on memory usage in a Python execution session.
- Model Review
- New workflow introduced for Model Review process.
- New screen for tracking comments during development review cycle.
- Reviewers can now write custom notebooks for model validation.
- Git Integration
- Ability to break a Pipeline into various sub-stages for easier interactions.
- Enhanced Model Audit
- All updates (include those in scripts) to Pipelines will now be traceable from a new Audit screen.
- File outputs can now be tracked from Execution History.
- Model Evaluation and Bias Mitigation widgets.
- Support of new Select-Multiple dynamic form.
- Checksum validation for pipeline dumps during import process.
- Performance improvements:
- Reduced latencies in Pipeline Executions
- Initialization time reduced to 40% (around 4-5 sec).
- Model Catalog
- Download option now available for models.
- Datasets
- Performance improvements: Reduced memory footprint while using in Datasets in Pipelines.
- Script is now visible to users for seeded transformations.
- Bug fixes
- Scheduler Services
- Ability to execute/schedule a batch with SYSDATE-X days
- OFSAAI Integration
- Bug fixes related to MMG model executions from ICC/RRF.
- Data Studio
- Performance Improvements
- Technology Stack Changes
- OJet 17.1
- DS/PGX 24.4
Limitations from past releases that have been re-mediated in this release
- Plots rendering in paragraph may hang the paragraph outputs.