Available in May 2023, Syntasa version 7.1.1 provides a smaller scope than other releases but introduces a significant feature with MLflow integration and updates to the main menu.
Expanding on the capabilities of creating, running, and managing experiments within the Syntasa ecosystem, we are introducing integration with MLflow. Either from Syntasa notebooks or within an app, via Spark Processor and Container Code Processor processes, users can track iterative runs of experiments, register models, and manage versions of their models within MLflow.
Main menu updates
While introducing MLflow we added a new menu for the integration. Also, we rearranged the existing menu items to optimize the placement of menus, i.e. grouped menus commonly used together, and sorted menus in order of most commonly used. These changes are summarized in the following video.
- Alert for missing data - Improved the alert mechanism to notify of missing data when a partition is completely missing, i.e. there is no data for the specific date.