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Databricks on Azure

1149 releases that have landed on Azure, newest first.

  1. Store and query MLflow traces in Unity Catalog (Beta)

    Stores MLflow traces in Delta tables for long-term retention and analysis using OpenTelemetry format.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  2. Improved group sharing for automatic identity management

    Shares account-level assets with Microsoft Entra ID groups. Requires automatic identity management.

    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  3. Google Drive connector (Beta)

    Supports read_files, spark.read, COPY INTO, and Auto Loader for ingesting files.

  4. Dashboard subscriptions, custom calculations, and visualization improvements

    Subscriptions can be sent to account-level users. Custom calculations can reference other custom calculations.

  5. Genie Agent (formerly Genie Space) lineage and entity matching improvements

    Now discoverable in Unity Catalog lineage, supports bulk entity matching actions.

  6. Genie One search and discovery improvements

    Filters inactive apps, boosts certified content in search rankings.

  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 generally available

    Provides a single interface for business users to interact with data and AI without technical knowledge.

  9. You can now use custom base environments for Python, Python Wheels, and notebook tasks in serverless jobs

    Defined with YAML files, they support Python, Python wheel, and notebook tasks.

  10. Level of detail expressions for custom calculations

    Control aggregation granularity independently of visualization dimensions. Used for calculating percentages or comparing values to dataset-wide aggregates.

  11. Value sampling features renamed

    Replaces value sampling, example values, and value dictionaries with prompt matching, format assistance, and entity matching.

  12. Dashboard navigation, pivot tables, and text widget improvements

    Thicker scroll bar, larger title character limit, configurable pivot table header height, and markdown table support in text widgets.

  13. Databricks Runtime 18: January 15, 2026

    It uses JDK 21 as the default Java Development Kit, replacing JDK 17.

  14. Databricks Runtime 18.0 is now GA

    Replaces Databricks Runtime 7.3.

  15. Genie Agent (formerly Genie Space) sample data, Research Agent, and space manager improvements

    Adds text answer summaries to API and increases example SQL title character limit to 1024.

  16. Genie One favorite and filtering improvements

    Adds favorite and certified filters to listing pages, marked by a star icon.

  17. Manage Lakebase from the Lakebase App

    Replaces Compute tab navigation in Lakehouse UI, accessed via apps switcher.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  18. Ingest Salesforce formula fields incrementally (Beta)

    Replaces snapshotting with incremental ingestion, improving performance and reducing costs.

  19. Knowledge Assistant is now generally available

    Available in select US regions for workspaces without Enhanced Security.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  20. Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
  21. Row filtering for managed ingestion connectors (Beta)

    Applies conditions like a SQL WHERE clause, available for Google Analytics, Salesforce, and ServiceNow connectors.

  22. Databricks Runtime maintenance updates (01/09)

    Includes bug fixes, security patches, and performance improvements for versions 12.2 to 17.3.

  23. Dashboard pivot tables, filters, and data export improvements

    Pivot tables display total rows at top, Excel downloads in pivoted format.

  24. Genie Agent (formerly Genie Space) PDF export, citations, and accuracy improvements

    Adds PDF export, SQL example citations, and improved currency formatting to Research Agent reports.

  25. Simplified serverless network security with Azure Network Security Perimeter

    Uses AzureDatabricksServerless service tag, replacing subnet-based rules.

    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  26. Automatic email notifications for expiring personal access tokens (GA)

    Sends emails 14 days before token expiration, requires token lifetime to be set.

  27. Change default workspace access to Consumer access (Public Preview)

    Preserves existing users' authoring permissions, streamlines consumer onboarding.

  28. Create skills for Databricks Assistant

    Extends Databricks Assistant with domain-specific tasks, following the open Agent Skills standard.

  29. Databricks Assistant Agent mode is now in Public Preview

    Automates multiple steps from a single prompt, using Azure OpenAI or Anthropic.

  30. Single-use refresh tokens for OAuth applications

    Requires token rotation after each use, enhancing user-to-machine authentication flows.

  31. Anthropic Claude Haiku 4.5 now available as a Databricks-hosted model

    Accessible via Foundation Model APIs on a pay-per-token basis.

  32. New Azure Databricks accounts will not have access to legacy features

    Accounts created after December 18, 2025 use Unity Catalog exclusively.

    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  33. Update request parameters for Delta Sharing recipient audit log events

    Includes catalog_name, in addition to share_name.

  34. Dashboard enhancements and fixes

    Boolean values support custom string aliases, and filter widgets have several fixes and new features.

  35. Genie enhancements and fixes

    Numeric columns are now formatted to handle IDs and currency. Entity matching scans up to 100 million rows.

  36. Meta Ads connector (Beta)

    Ingests data from Meta Ads, requires setup as a data source.

  37. MySQL connector in Lakeflow Connect (Public Preview)

    Enables incremental data ingestion from various MySQL databases. Requires access request through account team.

  38. Updated Lakeflow Jobs UI is generally available

    Simplifies job creation and editing, see Lakeflow Jobs for details.

    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  39. View latest scheduled notebook job results

    Shows latest scheduled run in notebooks and dashboards, can update notebook with latest results.

  40. Context based ingress control is now in Public Preview

    Enables account admins to set allow and deny rules based on identity, request type, and network source.

  41. Flexible node types are now generally available

    Falls back to alternative instance types when specified type is unavailable, improving launch reliability.

  42. Login required to download ODBC driver

    Requires login and license acceptance, except for AWS GovCloud which needs account team access.

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