Release version 7.1.1

Release version 7.1.1 includes new features, improvements, and bug fixes.

View different master data on Dashboard - In the Skypoint Studio dashboard, users can select the master data. It provides a centralized view of an organization's master data, allowing users to access, analyze, and manage the information quickly and easily in their organization. After selecting the master data from the dropdown menu, the dashboard displays the Profiles, Metrics, Timelines, Dataflow contribution index, and more in widgets.

Usage of the Lakehouse SQL-created tables - The Unity Catalog is enhanced to support downstream processes using Lakehouse SQL-created tables. This includes Map, Match, Merge, Timelines, Metrics, Audience, and Predictions. With this enhancement, users can effectively manage and analyze their data ingested through Lakehouse SQL, resulting in more accurate and efficient downstream processes.

Deidentification of PII and PHI data - Skypoint provides solutions for the deidentification of PII and PHI data. Deidentification involves the removal or masking of identifying information from data to protect individuals' privacy and comply with privacy regulations such as GDPR and HIPAA. This process enables the safe use of sensitive data for research and analysis purposes.
Upgradation of the Databricks runtime - Upgraded Databricks runtime to the latest version (11.3) LTS for ML model pipelines.
Remove the Vault section – The Vault section is removed from the left navigation pane in Skypoint Studio.

The issue where the count of profiles shown as zero in the Profile card in the Dashboard when users select Email/Phone has been fixed. The count displays the correct number of profiles for Email/Phone.

Fixed the issue where the tables created with Lakehouse SQL weren't showing up in the UI application. Now, users can see the Lakehouse SQL tables in the Lakehouse > Databases under the bronze layer.

Fixed a bug where previously saved de-duplication settings were not showing up on the edit page after making changes or completing the process. To see de-duplication settings, go to Resolve > Map and click on "Set tables" or edit the selected table, and the previously saved settings should now be displayed.

To handle the ACS refresh process, show the progress of refresh, disable adding attributes during refresh, and remove the in-progress icon when refresh is complete. These steps ensure smooth process handling and consistency in the process.
Users can create Timelines using the Lakehouse external tables, and all the dropdowns for attributes and tables are available.

Edit page of the Subscription churn model displays and works properly.
The option to "Cancel run" is disabled while Topic model categorization is in progress.
Resolved an issue where previous unsaved data was displayed when clicking on "Edit category" for a Topic Modelling prediction after changing the configuration and clicking on the "Close" icon.

The grid for the Audience created from the profiles displays the correct member count.
Incomplete profiles awaiting merging in the Unify page will no longer appear in the "Select Master Data" dropdown on the Audience and Metric pages.
When creating an audience, only tables related to the selected master data will be listed in the dropdown.
The Metric page will replace the "Run" label with "Cancel Run" after the user has executed the Metrics.
Fixed the issue where the audience and timelines were appearing under the bronze tab instead of the gold tab in the Lakehouse > Databases.

Issue	Severity	Acceptance	Reference
Naming standards for B2B resource name	High	All Azure resources, code repos, projects, and pipelines must follow naming standards.	BUG 27261
Rollback feature	High	Rolling back data for previous timestamps involves rerunning downstream pipelines and addressing the handling of metadata and behavior of upstream and downstream pipelines.	BUG 28145
The last refresh date shows the incorrect time	High	Instances should reflect the time in their respective time zones.	BUG 29789
"Edited by" in the Audience shows incorrect Information	High	"Edited by" should show the correct information.	BUG 31902
Incremental load shows zero records	High	When completing Incremental load, the tables should display previous data even if there are no new records, and should not show zero records.	BUG 31982
Unable to use Snowflake tables to create a blank audience	High	When a particular table is selected, it should display the fields for that table.	BUG 32191
Rename table name for Campaign Monitor	High	Use the correct spelling for the table name.	BUG 32555
UI for the Sentiment analysis	High	Display the sentiment analysis model in the UI.	BUG 32700
Failing of the Prediction models	High	The prediction models should complete successfully.	BUG 32730