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
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
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