Ability to use a model in a feature. Earlier, the platform allowed using a Feature in a Model and Models in other Models. Now, even the other way is allowed - A Model can be used in a Feature.
A Quality Check can now be copied to create new Quality Checks.
Support for MOJO2 format from H2O driverless.ai has been added.
In the corridor package, Model Transforms can now be used in create_data() to get a dataset with the transform’s values.
Strategy Automation
Allow Rules/Segments/Strategy PASS/FAILs to be used in other Rules to make logic reusable across strategies and segments. This allows for more complex scenarios like if-else scenarios and reusability of segments
Enable simple arithmetic operations in a rule operand. This allows simple mathematical formulas to be directly written during policy writing instead of creating features for them.
Enable global function to be used in rules - which allows users to use approved definitions/functions during rule writing instead of creating features for them.
Enable runtime parameters to be used in rules.
Common
Reporting / Dashboard:
Enable users to select which reports to be run when running a job
Allow report inputs which are string/numeric constants. These report inputs can be defined by report creators and provided by analysts when running jobs.
Allow report writers to test their report classes in the notebook using the run_report() utility which mimics the behavior in the platform
Job Execution:
A new type of job has been created called “Verification” which allows users to compare a simulation result with external data which is available outside the platform. This helps in determining the accuracy of calculations done within the platform during migrations of existing models or when registering a model from an external build environment in the platform.
Enable scheduling metrics for Policy, Dataset, and Quality Profile and provide some standard metrics which are available out of the box.
Approval Workflow:
Allow non-veto reviewers to mark a review as “Rejected” if they wish to
Technical
Support for PostgreSQL (10.19+) in addition to our existing support for Oracle, MS SQL, MySQL, and SQLite.
Improve speed of multiple APIs and improve the communication across workers via Redis
Enable technology teams to have more control over workspaces via backend scripts. Like - Renaming a workspace, Changing the description of the workspace, Activating/Deactivating workspaces.