New Features

Platform & Studio

• Data Dictionary - Ability to create, edit, delete Data Dictionary
• JSON Dataset – Ability to create, edit, delete JSON file dataset
• Algorithms added:
• Count Vectorization
• TFIDF Algorithm
• SMOTE Algorithm – Detection and handling of rare events/unbalanced data
• Process Capability Report
• Distribution Fitting
• XG Boost Regression
• XG Boost Classification
• Polynomial Regression
• Anomaly Detection - Isolation Forest
• Anomaly Detection - Local Outlier Factor
• Chi-Square Test for Independence
• Shapiro Wilk's Test for Normality

• Ability to run SQL jobs from workflow/workbook
• Ability to use user-defined variables in RubiSQL
• Ability to use user-defined variables in RubiPython
• RubiPython can now be used as a predecessor task for the Reader in Workflow and Workbook
• Code Fusion:
  • Jupyter like functionality (code editor) is now available for RubiPython
  • Reusable code fusion capability has been added to enable the user to publish Python code and reuse it in a workflow as a separate task
• Super Admin and Tenant Admin Management:
  • Ability to create one super admin and one tenant admin (if it does not already exist) at the time of deployment using a script
• Licensing:
  • Licensing has been introduced in Rubiscape with multiple usage policies
  • Authentication and restriction controls have been added to check the activation status of the license (active/inactive) and accordingly restrict the Admin from creating new users than the permissible count
• Autoscaling functionality can now be enabled or disabled using a configuration in the Admin module
• Worker node configuration selection has been provided in the Task Properties as well as in the workflow/workbook properties. This provides the ability to have control over the execution of tasks. A user can now select worker instance type for execution and provide a specific queue name for the selected node/task
• Validations have now been introduced for Workbook and Workflow configurations. This provides the user ability to validate workbook/workflow configuration before execution
• Ability to use Azure Blob Storage as a cache or storage
• Ability to deploy Rubiscape with an on-premise file server
• Sequence Generator - Ability to add an auto-increment column to the data
• Ability to lookup for values from datasets using multiple conditions
• Redis cache is now available as a Caching Engine
• Python (including all the libraries) is now upgraded to version 3.7 from version 3.5
• Folder-wise access is now available for workspace on a tenant bucket. An S3 bucket will be created and deleted for the creation and deletion of a tenant on Rubiscape
• The chart tab is now active and functional in a workbook while exploring results. The user can now visualize node results with charts in a Workbook

Rubisight

• Allow users to create parameters at a dashboard level. These parameters can be used as input for the dashboard. Parameters are independent of datasets
• Geo-qualifying an Object for Geomap Chart - Ability to identify geographical data. Allows users to map geographical values to categorical values
• Page Filter in Rubisight - Ability to filter all widgets at the page level

Enhancements

Studio and Rubisight

• Tag Driven Strategy - Ability to insert, update and delete rows from a table based on the tag generated using Expression
• Substring function is now available in expression evaluation
• Enhancement in Date and Time Format where formats with only date or only time or a combination of date and time are now supported
• Dynamic calculations in expression evaluation (using advanced functions to dynamically calculate the features required for the further analysis of the data) are now supported
• Enhancement in variable storage approach for all variables defined by the user at the workbook/workflow level
• Ability to refresh dataset used in workbook/workflow if the dataset is updated. Meta-Data refresh option is also available on the Edit Dataset page
• Date Formatting on Charts - Formats with only date or only time or a combination of date and time are now supported
• Highlight data present in tables, cross table, and sparkline using conditional formatting
• Publish option allowed in Dashboard Edit mode only. Not available in view mode
• Height and Width restrictions are removed for all widgets in Rubisight
• Ability to add borders, background color, or image to the text widget
• Export dashboard as PDF - Ability to export multiple pages of a dashboard in a single PDF
• Access individual pages of a dashboard using distinct URLs
• Ability to use substring function in calculated fields
• Dynamic Calculations in Calculated Fields - Dynamic calculations (using advanced functions to dynamically calculate the features required for the further analysis of the data) are now supported
• Cross-Table Enhancement - Configuration of legends and measures together is now allowed