Full List of Enhancements and Bug Fixes:
UI:
Ensemble: added support for model ensembles in the ModelOp UI
Generic Model: changed the logo to represent the Generic Model (i.e. a model that does not have any source code attached upon creation)
Job Creation Wizard: In the Job Creation wizard, added the job extension to the filename when the file extension is selected from the drop-down
Threshold (DMN) Editor: when
When adding a new set of thresholds (DMN), added support to automatically generate a default name for the DMN
Added ability to resize the DMN editor window
Documentation: added support to add a document by URL (as opposed to requiring the upload of a local file)
Git Import Models: updated the error message for end users when the git import fails for an external asset
Import Monitors: updated the “import monitor” screen to only allow for imports from a git repository
Theme: addressed an issue where the UI theme colors were inadvertently being mixed in the Job details page
Model Repository Info: addressed an issue where, upon adding of a git repository to a model, the repository information disappeared if tabs were switched
Model Test Results:
Added ability to set fixed custom values for the primary axis of a given graph. This includes the ability to set default values for the custom axis values.
Addressed an issue when a item in a graph or table contains a long name (for example, if a feature name for a model is very long, the drift graphs would not render in a user-friendly view)
Addressed an issue with tables that were automatically sorting the columns alphabetically. The columns in the Table will follow the natural ordering in the Model Test Result json.
Addressed an issue where the Summary and Performance tables repeated the test result name
Addressed a horizontal overflow issue for tables that are very wide in a model test result
Login / User Information: added support for an option to display the AzureAD group name instead of group ID
SageMaker: added support to un-deploy a SageMaker model directly from the ModelOp UI
Tests / Monitors:
Model Test Result Visualizations: added support for filtering a table, graph, or chart using a drop-down menu based on keys in the table, graph, or chart
Test Result Pass/Fail: added support in the UI for displaying the “reason” message when a test passes
MLC:
Added support to the out-of-the-box Dashboard MLC to allow for running the dashboard jobs without opening a Jira ticket, if an issue occurs
Security:
Added support for SAML-based integration, leveraging an Oauth2-SAML approach
Upgraded AzureADCustomGroupsConfig and AzureADReactiveCustomGroupsServiceImpl to receive the default WebClient exposed by the ModelOp Gateway
Updated WebFlux WebClient configuration making it to use proxy configurations when available
Updated the ModelOp Runtime’s opaque token validation mechanism from GET to POST
Python Monitoring Package & SDK:
Addressed an issue where the moc-python-sdk was adding an additional space to scopes when requesting a token
Bug Fixes:
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Security:
Snapshots & Jobs
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MLC’s:
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UI:
Security Fixes/Patches:
Addressed CVE-2022-40152: A flaw was found in the FasterXML/woodstox package-. This flaw allows an attacker to cause a denial of service (DoS) in its target via XML serialization. An attacker may benefit from the parser sending a malicious input that may cause a crash. This vulnerability is only relevant for users making use of the DTD parsing functionality.