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Databricks on Azure

1139 releases that have landed on Azure, newest first.

  1. Databricks-managed MCP connectors are now integrated with Unity Gateway (Beta)

    Requires reauthentication to continue using with Genie One and Genie Code.

  2. Genie Agents enhancements and bug fixes

    Returns markdown tables, shows longer agent descriptions, and adds comment functionality.

  3. Genie One enhancements

    Uploads PDF files alongside CSV and Excel. Parses PDFs asynchronously.

  4. JAR tasks on serverless compute are now generally available

    Requires matching Scala, Java Development Kit, and Databricks Connect versions.

  5. Unity Gateway API: Manage resources with SDKs, the CLI, and Terraform

    Manages endpoints, model providers, and MCP servers. Requires SDKs 0.125.0 and later or CLI v1.11.0 and later.

  6. Zerobus Ingest is now enabled by default for workspaces with the compliance security profile

    Replaces manual connector setup for compliant workspaces.

  7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
  8. Genie One is now available in Google Sheets

    Queries governed data in natural language, importing results as native rows and columns.

  9. Genie One is now available in Microsoft Excel

    Queries governed data in natural language, importing results as native rows and columns.

  10. Lakebase is enabled by default in compliance security profile workspaces

    Replaces manual Lakebase enablement in HIPAA, C5, or TISAX workspaces.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  11. REPLACE USING flows for pipelines (Beta)

    Replaces rows matching specified key columns, doesn't require change data capture feed or primary key.

  12. Search and replace text across files

    Works in Databricks Git folders or Declarative Automation Bundles projects from the Search pane.

  13. Databricks Runtime maintenance updates (08/04)

    Includes bug fixes, security patches, and performance improvements for versions 13.3 to 18.2.

  14. Format AI/BI dashboard widget titles and descriptions with rich text

    Supports text styling, links, and tables via toolbar or markdown.

  15. Full page Genie Code is now generally available

    Runs multiple chats in parallel, with notebooks and files as tabs.

  16. Google Drive connector (GA)

    Supports fully managed and custom ingestion pipelines with Spark and SQL APIs.

  17. NetSuite connector (GA)

    Ingests ERP and financial data from Oracle NetSuite into Databricks.

  18. PagerDuty connector (Beta)

    Ingests incident, on-call, service, and audit data from PagerDuty into Databricks.

  19. Schema-level HTTP connections in Unity Catalog are now generally available

    Creates connections inside a schema, inheriting its privileges, instead of only at metastore level.

  20. Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
  21. SharePoint connector (GA)

    Includes managed and standard connectors for ingestion pipelines.

  22. Sharing Delta tables with deletion vectors and column mapping is now generally available

    Enables sharing tables with deletion vectors or column mapping. Requires setup in Add tables with deletion vectors or column mapping to a share.

  23. Sharing Delta tables with Iceberg reads enabled is now generally available

    Enables reading Delta tables as Iceberg tables, requires Databricks Runtime 8.4 or above.

  24. Unity Gateway is now generally available

    Controls AI service access and traffic, part of Unity Catalog, with some features still in Beta.

  25. Automatic cost attribution for materialized views and streaming tables in Databricks SQL

    Inherits custom tags from enclosing SQL warehouse environment for billing.

  26. Environment variables for serverless jobs are in Beta

    Requires workspace admin to enable from Previews page.

  27. Filter updates for the Azure Databricks Excel Add-in

    Supports cascading filters and case-insensitive string matching, replacing LIKE and IN filters.

    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  28. Genie One and Genie Agents free usage extended through January 31, 2027

    Budget controls are waived, service principals are billed.

  29. MANAGE no longer requires USE CATALOG or USE SCHEMA on the same object

    No longer requires USE CATALOG or USE SCHEMA on the same object, but still needs them on parent containers.

  30. Organize your work with spaces

    Preserves open tabs for specific folders or projects.

  31. Refresh materialized views and streaming tables without exempting the pipeline owner from ABAC policies

    Pipeline owners are now subject to ABAC policies when refreshing views and tables. Policies are evaluated using the pipeline owner's identity.

  32. Secrets in Unity Catalog is GA

    Stores secrets as securable objects with Unity Catalog privileges. Uses catalog.schema.secret namespace.

  33. Serverless compute access control is now generally available

    Governs access to notebooks, jobs, and pipelines through Default Interactive and Automated Compute objects. Existing workloads run unchanged.

  34. OpenAI connector (Beta)

    Uses OpenAI Organization Admin API to ingest admin data, authenticates with OpenAI Admin API key.

  35. Packaged clean rooms are now generally available

    Hides provider code and data assets from consumers, runs against their own data.

  36. Web terminal on serverless GPU compute (AI Runtime) is in Public Preview

    Runs shell commands, monitors GPU usage, and manages files on serverless GPU compute. Requires environment version 5 or above.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  37. Dashboard enhancements and bug fixes

    Genie Code now creates dashboard relationships from imported BI files and supports full undo and redo.

  38. Genie Agents enhancements and bug fixes

    Adds conversation sharing and Private Link downloads. Fixes file upload bug.

  39. Genie Code is now available on HIPAA compliance security profile workspaces with partner-powered AI features disabled

    Genie Code uses Databricks-hosted models, with partner-powered AI features disabled.

  40. Genie One enhancements

    Adds run now option for scheduled tasks and manual workspace URL entry for mobile app sign in.

  41. Use Unity Gateway with your own Claude enterprise subscription

    Routes Claude code through Unity Gateway using existing subscriptions. No credentials are stored.

  42. Automatic upgrades begin rolling out row tracking and Checkpoint V2 to existing tables

    Applies to existing Unity Catalog managed tables, enabled after client support is verified.