Release Notes V1.11.0

Version	1.11.0
Release Date	May 7, 2020

Changes

• 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
• Enhanced Authorization
• ID-based filters
• Enhanced SAML
• OWASP-Security checks
• Custom Dashboard display