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November 2025 Release Note

These are the Treasure Data features and improvements released in November, 2025.


Deprecation of DynamoDB and AssumeRole Support in Redshift Operators

  • Treasure Workflow will no longer support DynamoDB URIs and AssumeRole secrets in the redshift_load and redshift_unload operators, effective December 2025.

  • This change affects users who specify DynamoDB URIs or AssumeRole secrets in these operators, as such workflows will fail to launch or function as expected after the update.

  • Learn more by visiting the Treasure Data Product Documentation site.


New Functionality: LINE Messaging API Rich Menu

  • This feature allows marketers to create, assign, and manage interactive rich menus for LINE users directly from Treasure Data, including bulk linking or unlinking menus to user segments.

  • Marketers can enhance user engagement and campaign effectiveness on the LINE messaging platform by delivering branded, tappable menus to targeted audiences.

  • Learn more by visiting the Treasure Data Product Documentation site.


Marketo Output Connector: Static List Auto-Creation

  • The Marketo Output Connector now supports automatic creation of static lists in both Add and Delete modes, eliminating manual list setup during segment exports.

  • This update benefits marketing operations and automation teams by enabling one-step activation, improving scalability, and reducing the risk of job failures when lists are missing.

  • Learn more by visiting the Treasure Data Product Documentation site.


Marketo Import Connector: Incremental Program Member Loading

  • The Marketo Import Connector now supports incremental imports by enabling the updated At date-range filter in the Bulk Program Member Extract API.

  • This update allows Marketing Operations, Data Scientists, and B2B Marketers to efficiently retrieve only recently changed or added program members, reducing processing time and keeping data current.

  • Learn more by visiting the Treasure Data Product Documentation site.


Iterable Export Connector: Update Existing Users Only & Improved Remove Behavior

  • Adds an option to update only existing user profiles in Iterable, skipping and logging any non-existent users without creating new ones.

  • Enables marketing and operations teams to perform user updates and removals with greater control, ensuring that removing users does not trigger unintended channel-level unsubscribes.

  • Learn more by visiting the Treasure Data Product Documentation site.


Databricks Export Connector: OAuth 2.0 Support

  • The Databricks Export Connector now supports OAuth 2.0 Client Credentials (Service Principals), providing secure, automated authentication with short-lived tokens, automatic refresh, and centralized identity management.

  • This update is designed for Data Engineers and enterprise users who need to automate Databricks workloads while meeting security and compliance requirements; Personal Access Token (PAT) authentication remains available and fully backward compatible.

  • Learn more by visiting the Treasure Data Product Documentation site.


Databricks Import Connector: OAuth 2.0 Support

  • The Databricks Import Connector now supports OAuth 2.0 Client Credentials (Service Principals), providing secure, automated authentication with short-lived tokens, automatic refresh, and centralized identity management.

  • This update is designed for Data Engineers and enterprise users who require compliance with security policies and want to avoid using personal access tokens or passwords.

  • Learn more by visiting the Treasure Data Product Documentation site.


Engage: Delivery Utilization Information

  • This feature provides a dashboard widget that tracks and reports the number of emails sent each month, supporting accurate billing and overage monitoring.

  • Finance teams and CDP project owners can view and filter email usage data by department or brand, making it easier to allocate costs and monitor usage.

  • Learn more by visiting the Treasure Data Product Documentation site.


Campaign Cloning in Engage Studio

  • This feature allows marketers to duplicate existing campaigns, including all configurations, channels, and assets, to speed up campaign creation and enable safe testing workflows.

  • Marketing operations users can quickly create test or new versions of campaigns without rebuilding from scratch, ensuring accuracy and consistency before launching to external audiences.

  • Learn more by visiting the Treasure Data Product Documentation site.


Salesforce Marketing Cloud Import v2: Configurable Filter Condition

  • The SFMC Import v2 connector now supports a configurable filter condition, allowing users to exclude problematic records at the source and prevent ingestion failures caused by invalid SOAP/XML control characters in SFMC data.

  • This feature is designed for users importing data from Salesforce Marketing Cloud into Treasure Data, enabling them to specify the field, filter operation, and values or patterns to ensure only valid records are ingested.

  • Learn more by visiting the Treasure Data Product Documentation site.


Job Maximum Lifetime Policy

  • Jobs now have a 90-day maximum lifetime from creation and will automatically fail if exceeded.

  • Prevents indefinite queue waiting and ensures consistent system performance.

  • Learn more by visiting the Treasure Data Product Documentation site.


New Documentation Portal Now Live!

  • The Treasure Data documentation site has been completely rebuilt on a modern, cloud-native platform, delivering faster performance and a more intuitive user experience.

  • Users—including developers and technical teams—can now benefit from AI-powered assistance, improved search and navigation, multi-language support, and direct integration with the Modern Cloud Platform.

  • Learn more by visiting the Treasure Data Product Documentation site.