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Release Notes V1.19.0

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Version1.19.0
Release DateJuly 31, 2022

Data and Model Management

Section titled “Data and Model Management”
  • Ability to use a Runtime Parameter in the Model’s dependent feature or a Dataset’s target feature.
  • Recording Training and Validation Data for Models using Datasets registered within the system in addition to the existing method of documenting an external location.
  • Simplification of some properties for Models in notebooks. Exposing details such as alias, colname, and type of the model to be consistent with other objects in the platform.
    • This has 2 breaking changes
      • model.type -> model.algorithm_type (see below)
      • Model(name=)-> Model(alias=) (see below)
  • Improvements in Table Lookup models to handle corner cases and boundary conditions in a more flexible way.

Common

Section titled “Common”
  • Custom File upload Fields
    • Admins can now create Fields in Settings, which can be added on the Registry pages for various objects.
    • These fields behave as custom attributes for objects like DataElement, Feature, Dataset, Model, and Policy to which file attachments can be added.
  • Job Execution enhancements
    • Ability to tag jobs with Keywords while running a job on the platform.
    • Users can now set the start time to specify when the job should run in the future.
    • Allow selection of multiple objects as challengers in comparison and multiple simulations as benchmarks in a validation.
    • Support for job configurations which can be used to configure the execution environment before running a job. This can be used to configure the environment where the job is running (like the spark session with custom configs).
    • Show the time breakup for the Job - which gives a breakup of the time taken to execute various parts of the job.
  • Change Management
    • A new tab “Impact assessment” which can be used to understand what the impact of creating new version of an object can be downstream - it gives a dashboard of how many dependent objects are using the old version and their update status.
    • Change history will now show alerts for changes that have occurred that the user has not seen. Users can mark these changes as read/unread in the Change History.
  • Approval Workflow:
    • Ability to choose reviewers based on their role by selecting the “Specific Roles” option when defining an Approval Responsibility.
  • Allow Runtime Parameters to be Array types (like ArrayNumerical, ArrayCategorical, ArrayDateTime).

Technical

Section titled “Technical”
  • Multiple performance improvements for various APIs that are Improve speed of multiple APIs.