Ability to use Runtime Parameters to allow providing parameters during the artifact runtime
Export documentation for models registered in Model Studio
Add ability to provide weights to be used in reports during simulation time for Classification models and some reports in Regression models
Enable the file-upload and manual definition sources by default in all definition boxes
Allow Draft items to be accessed in Notebook through the corridor package
Create and allow the artifact to be downloaded through the UI - in every module
Roll out Batch Execution to all modules
Expose the queue routing for Celery Spark Workers using a CeleryQueueHandler
Expose the username of the user when reading data from the data lake
Unify the DataSourceHandler definition, so that it is defined only on the API side and is sent to the celery workers.
Improve speed to load input boxes and dropdowns with a large number of items
Use the local time zone of the user instead of showing the UTC time zone for timestamps
Disable snake-case formatting for aliases by default
The “Advanced Settings” tab has been split into “Settings” and “Resources”
Improved error messages when saving a product, framework, policy, etc. duplicate name or alias
Mention the threshold used for calculating model metrics with threshold
In the model classification reports for KS calculation - show the max separation in the decile table’s title and stop showing the KS based on thresholds.
During model registry, simplify the Train/Validation dataset specification. Also, add the ability to label the locations provided for the datasets.
Various performance enhancements in the artifact
Fixes & Issues
Show histograms (for QualityProfile, DataElement, Feature, and Model simulations) correctly for smaller data and data with outliers
Handle issues in some model-reports when the model’s entity and dependent’s entity are different
Handle dependency issues with PMML and numpy in CentOS7
Fix issues when creating a feature with product-type-configs or global-variables
Fix issue when running a simulation with only Additional Filters
Show scroll bars correctly for Plotly charts in Windows
In dataset, show accurate errors if the Input Distribution report fails
Suppress the passlib warnings when aliases with capitals were used
Fix issue when replacing
Upcoming Features
Function Registry
Add the ability for users to write aggregates with lists