New Features

Platform & Studio

On-Prem Autoscaling

Support for horizontal autoscaling for on-prem deployments of Rubiscape.

Data Cleaning

Ability to fix common data quality issues such as remove/replace null data, remove punctuations, capitalization, etc.

Regular Expression in Data Preparation

Ability to replace matching text using regular expressions resulting in a string

Statistical Analysis

Addition of the following transformations in statistical analysis
Box Cox Transformation: Ability to transform a non-normal dependent variable into a normal shape.
Johnson Transformation: Ability to check the normality of original data and transform the non-normal data into normal shape.

Anomaly Detection

One Class SVM - Introduction of unsupervised algorithm for anomaly detection and outlier detection

Anomaly Detection

One Class SVM - Introduction of unsupervised algorithm for anomaly detection and outlier detection

Entity Specific Access

Restricted User and Group access for specific entities under the project- Dashboard, Workbook, Workflow

Enhancements

Studio and Rubisight

• Enhancement to the licensing module in handle configuration files
• Progress bar for indicating the upload file progress in percentage.
• Improvement in performance of entities on landing page
• Introduced Search bar in the list and dropdown options in filter widget where user gets multiple list or observations
• Restricted listing of entities on landing page, for which access has been denied.
• Performance enhancement in rendering the Reader list in workbook and workflow.
• Filters and various configurations are now available while using calculated columns.
• Dataset list is now available in Ascending order while Creating a Dashboard

Performance improvements in the Refresh API for Rubisight

Bug Fixes

Studio and Rubisight

• Django logger handler base file issue resolved.
• Users will now be able to use Data Preparation node configured with Multiple GroupBy options.
• Postgres connectivity issue for cloud hosted environments resolved.
• Issue with display of accurate error line number in Rubipython has been resolved.
• The Show and Hide Charts option is now working for text and Image widgets
• Node runs successfully on execution when workflow is scheduled while using Template File Writer