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

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