Published On: 18 June 2024

New Features

Rubiscape

• Workspace Level Export/Import:
  • Workspace export functionality available for tenant admin users. Rubiscape users can import required entities into any existing or new workspace.
• Rubiscape File Server Storage Option:
  • Upload any type of file and folder to the existing internal cloud to utilize them further.
• Direct Access for Rubiscape with Users in AD for B2B/B2C Login Methods:
  • Access the Rubiscape application with any user from AD irrespective of its existence in Rubiscape for login methods of B2B and B2C.

RubiConnect

• Internal Storage as a Storage Option for Dataset Creation:

  • Create file datasets using the Rubiscape file server.

• MinIO Storage Option for File Dataset Creation:
  • Create file datasets using MinIO cloud storage.

RubiStudio

• Locked Edit and View Mode for Workbook and Workflow:
  • Single user access for editing to avoid data overwrites; multiple users can view simultaneously.
• Accessing Rubiscape File Server from RubiPython and RubiNotebook:
  • Use files from the Rubiscape file server in RubiPython and RubiNotebook for processing.
• Missing Value Imputation for Forecasting:
  • Impute interval, categorical, and numerical data with respect to time variable.
• Spark Integration:
  • Support for Spark-based execution.
• Snowpark Integration:
  • Access Snowflake data using SQL queries in RubiPython.
• New Machine Learning Algorithms:
  • Decision Tree Regression: Added under Regression algorithms.
  • Random Forest Regression: Added under Regression algorithms.
  • Latent Dirichlet Allocation for Topic Modeling: Added under Textual Analysis algorithms.

RubiSight

• Python Widget:
  • Widget to plot custom charts based on Python code.
• Restrict Data Points on Chart:
  • Define displayed data points on the chart.
• Shapes Option in Dashboard Widgets:
  • Add different types of shapes in the dashboard.
• Keyboard Shortcuts in Dashboard:
  • Control widgets with shortcuts for copy, paste, delete, and move.
• User Mention in Comments and Email Notification:
  • Support for user mention in dashboard comments and email notifications.
• Schedule Dashboard with Data Level Security:
  • Share dashboard PDF as per the user's data level security access.
• Highlight Card Widget Based on Condition:
  • Condition-based highlighting for card widgets.
• Null Value Support in RubiSight:
  • Support for null values in RubiSight charts.

RubiThings

• Support for CSV Upload on Data Template & Gateway Data Template
• Whatsapp Notification:
  • Provision for alert notifications via WhatsApp.
• Bot Implementation:
  • Rule-based server monitoring and data collection bot.

Rubiscape Desktop Version

• Installer with WSL and Code Obfuscation:

  • Installer with code encryption using WSL to support GPU from TensorFlow.
• Desktop-SAAS Integration:
  • Access Rubiscape web application from the desktop application.

Enhancements

Rubiscape

• Project Level Export/Import with Overwrite Support:
  • Allow users to decide which entities to fetch and overwrite in existing projects.

RubiConnect

• Encoding Error Handling:

  • Encoding error is thrown if the respective encoding option is not selected while creating CSV and Text file datasets. Default encoding is UTF-8.
• Twitter and Google News Connection Using Access Credentials:
  • Option to provide access credentials for connecting to Twitter and Google News API.
• Dataset Constraint in Workspace:
  • Unique dataset names allowed in a workspace for proper identification.
• Error Handling for Custom Query in RDBMS Datasets:
  • Proper error handling while creating custom queries in RDBMS datasets.

RubiDesign

• Metadata Refresh Option for Data Dictionary:

  • Option added to refresh metadata for datasets used in the data dictionary.

RubiStudio

• Email Notification for Scheduled Workflow Execution:
  • Detailed execution status notifications via email.
• Data Joiner Condition on Non-Selected Features:
  • Add Data Joiner conditions on features not selected in predecessor tasks.
• Intellisense Support for Expression Window:
  • Generate expressions using suggestions from the Intellisense code editor.
• Insert Else Update and Update Else Insert on Primary Key Strategy in Table Writer:
  • New strategies for loading data.
• File Management in FTP/SFTP:
  • FTP option added for file operations in FTP/SFTP.
• Generate Custom Output Variable from RubiPython Code:
  • Refresh Custom Output Variable option for generating custom output variables as per RubiPython code.
• Forecasting - Train Test Split with Number of Records:
  • Configure test data by the number of records.
• Model Compare Support for Hyperparameter Optimization Configurations:
  • Compare models with Hyperparameter optimization configurations.
• Extend Connection Flow After Writer Task Using RubiPython Node:
  • Allow further connections after writer tasks with RubiPython as successor.
• Node Ellipsis Options in Properties Pane:
  • Quick access to run control options in the properties pane.
• Metrics Update for Regression Algorithms:
  • Additional metrics for regression algorithms.
• Updated Forecasting Algorithms:
  • Moving Average, ARIMA, Auto-ARIMA, SARIMA, Simple Exponential Smoothing, Holt Exponential Smoothing, Holt-Winter Exponential Smoothing.

RubiAdmin

• Email Notification Option for Creating/Modifying User:
  • Checkbox option for user notification.
• Import User from Another Tenant:
  • Option to import users from another tenant for unique user identity.
• Option to Delete User Data:
  • Allow users to opt out of data deletion.

RubiSight

• Associativity Support Using Calculated Columns:
  • Support for associativity with calculated columns.
• Hyperlink Reference on Image Chart:
  • Option to set hyperlinks from image charts.
• Card Widget Aggregation Options:
  • Display first and last values from categorical data.
• Additional Display Options in Filter and Parameter Widget:
  • Enhance filter and parameter widget features.
• Reset Filters Option in Filter Widget:
  • Reset option to set filters to all values.
• Apply Formatting to Multiple Columns in Table Widgets:
  • Format multiple columns simultaneously.
• Line Style Option for Charts:
  • Configure different line styles in charts.
• Display Totals on Stacked Charts:
  • Option to display totals as data labels.
• Data Label Support for Treemap Chart:
  • Configure data labels for treemap charts.
• Add/Remove Dataset in RubiSight:
  • Separate remove dataset option in the data panel.
• Show-Hide Condition Based on Any Dataset:
  • Enable adding conditions based on any dataset.
• Tooltip Formatting Support for All Charts:
  • Support for tooltip formatting in eligible charts.
• Display Outliers in Boxplot Chart:
  • Configure outliers display in boxplot charts.
• Single Time Plot of Widgets with Cascading Filters:
  • Load applicable widgets once when cascading filters are applied.
• Style Icon Support in Table Widget Highlight Condition:
  • Option to set style icons with conditions.
• Differentiable Identity for Columns in Filter Dropdowns:
  • Columns with the same names in different datasets are now distinguishable.

RubiThings

• Thing Key Copy Button:
  • Added a copy button for the thing key (security key).
• Visualization of Unstructured Data:
  • Visualization support for unstructured things and images.
• Redesigned Home Page:
  • New home page design with a column chart displaying the top 5 things with the highest data receiving.
• Utilization of Structured and Unstructured Database

Rubiscape Desktop Version

• Installer with MAC Address Licensing Support:
  • Licensing support with any of the machine's MAC addresses.
• Rubiscape Desktop Installer Upgrade Support:
  • Wizard for upgrading Rubiscape Desktop Application to the latest version.

Bug Fixes

RubiConnect

• RDBMS Dataset Remains Functional on Change of Storage

RubiStudio/RubiFlow

• Workflow Task for Recursive Execution Works Properly
• Cross Validation Node Results for Cross Folds
• Rubinotebook Functionality Irrespective of Predecessor Count
• Proper Functioning of SMOTE, Outlier Detection, Missing Value Imputation with Successor Nodes

RubiAdmin

• User Activity Log Visibility on Cloud Storage

RubiSight

• Nested Calculated Column Functionality in Dashboard
• Chart Filter Retention on Filter Widget Update
• Converted Column Retention When Dashboard Not Saved

RubiThings

• Fixed JSON Validation Bug in Gateway Data Template
• Message Display for No Things Associated with a Location
• User Data Clearance on Unselected Radio Button in Gateway Data Template
• Special Symbol Validation for Name Field in Entity Creation/Edit Pages