Databricks:
Support for accessing Databricks tables.
Parquet file dataset:
Support for parquet file access is added
Pipeline
Column
Lineage in the Visual Representation:
Tree like view is added for tracking the
column lineage. Additionally, JSON format is also available.
Workflow
Workbench
Approval:
New workflow
entity is added for creating the approval mechanism flow for the dashboard. Old
workflows are now addressed as Pipelines.
Tabular
Summary for Workflow:
Summarized
status for all the workflow entities in the workspace. Tabular layout details
the Owned workflows and the tasks assigned to users for the approval.
Delegate/Recall/Reassign
Task:
Support for Approval user for delegating/recall/reassign
the approval authorization to another user.
Workbook
o Model Serving:
Enhanced model serving with dynamic
loading from a base class, allowing users to select and consume models
seamlessly from the registry. Additional model details are now displayed, and
users can download models with all required files for deployment in any
environment.
o Experiment Tracking:
Introduced experiment tracking support with MLflow integration in
RubiPython. Users can now start runs, log parameters, and register sklearn
models via a public API. Only sklearn models are supported in this release.
Rubisight
Approval Management
for Dashboard:
Extended
workbench module support with Rubisight dashboard to take Approval actions at
dashboard level. Dashboard approval can be done with Approve, Reject,
Investigate, Reassign options.
RubiAI support
for –
· Insights and
commentary sections are introduced under RubiAI.
· Q and A
based on the data: Enabling user to
get insights based on the available data in the dashboard with queries.
· Smart Data
Insights with Text/Image Processing: Compare and get insights based on the external data from the image/text files
and plotted data on the dashboard. Supports different image and file formats. These
insights can be later exported in the PDF/Word formats.
· Rubisight
Mobile Application:
o Switch to
different Servers: The option is allowed to add and switch to different servers
from the mobile application. This also supports the different users in the same
server.
o Notifications for
Success and Error: The notifications are available while accessing the mobile
application to get proper identification of success/error.
Enhancements
Rubiconnect
Option for accessing Multilevel JSON: Level input option is added in dataset configuration to read the multi-level json for the File Dataset and MongoDB dataset.
o Fortnightly - (every 14 days)
o Half Monthly (every 15 days)
o Last Friday of Month
o Quarterly (every 3 months)
o Half Yearly (every 6 months)
o Yearly (every 1 year)
Rubisight
Support Dashboard Schedule with
additional Frequencies: The frequencies added are-
o Fortnightly - (every 14 days)
o Half Monthly (every 15 days)
o Last Friday of Month
o Quarterly (every 3 months)
o Half Yearly (every 6 months)
o Yearly (every 1 year)
RubiAI
Enhancements:
Supports fuzzy matching of columns from the user prompts.
Rubisight
Mobile Application:
View all navigations are added with sorting options- Recent/Alphabetical for dashboard entities.
Google Map- Zoom In Zoom Out:
Added additional options with buttons of the +/- options on Google Map to zoom-in/zoom-out the map.
Issue Resolved
Rubiconnect
- Proper navigation on login into the application.
- Dataset creation issue resolved for MinIO cloud storage.
· Pipeline Task configuration issue is
resolve.
· Data joiner now gets columns with
proper data type and variable type from the predecessor.
· Validation issue is resolved for the
Refresh Cache task.
· Missing Value Imputation – Node
execution issue is resolved.
Rubisight
· The location in
Google map on interactivity/Filtering is now focussed in the centre and not moving
outside the chart borders.
· Pie/Donut Chart: Legend
colors are not updated as per highlight color applied on chart for respective
categories.
· Combination
chart- Data labels are now retained on saving dashboard.
· In Calculated column
for -Dynamic Calculation, Expression validations, data issues resolved.
· Old dataset
reference is removed for the data level security access master dataset in the
imported dashboards.
· Chart now shows
data when plotted with Date column in legend configuration.
· RubiAI- Charts in
the RubiAI panel now retains data and not impacted on new plotting of chart.
· RubiAI- Proper
plotting support for Sankey chart when generated with RubiAI prompt.
General Notes
· On Level update
in the JSON File Dataset/MongoDB dataset, you need to refresh the columns for
getting new columns.
· Old Workflows entities
are now addressed as Pipelines and New Workflow entity is added which has the
workbench approval mechanism.
· Rerun the algorithm
tasks in workbook/pipeline for getting the results. (MlOps support is enabled.
So old artifacts/result reference is not supported.)