Rubiscape Spring '24

Rubiscape Spring '24

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