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Databricks on Azure

1149 releases that have landed on Azure, newest first.

  1. Databricks Runtime 18 and Databricks Runtime 18 for Machine Learning are in Beta

    Powered by Apache Spark 4.1.0, replacing separate release notes for feature versions.

  2. Dashboard enhancements and bug fixes

    Adds Tableau and Power BI import, open-source fonts, and parameter values in text widgets. Supports non-table Genie Code outputs.

  3. Databricks CLI is now GA

    Stores U2M tokens in OS-native secure storage.

  4. Genie Agent (formerly Genie Space) enhancements and bug fixes

    Genie Agents now use Fields instead of Dimensions in metric views and SQL expressions.

  5. Genie One enhancements

    Adds direct link to dashboard and Ask Genie to workspace homepage.

  6. Instance events and instance pools system tables are now available (Public Preview)

    Track instance state transitions and instance pool configurations via system.compute.instance_events and system.compute.instance_pools tables.

  7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
  8. Postgres password authentication is now disabled by default for new Lakebase projects

    Existing projects are unaffected, enable in project settings to allow.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  9. Unity Catalog managed Apache Iceberg tables, foreign Apache Iceberg tables, and Apache Iceberg v3 features are generally available

    Supports liquid clustering, predictive optimization, and materialized views. Requires Databricks Runtime or external Iceberg-compatible engines.

  10. Workspace sidebar navigation updates

    Groups Dashboards, Genie Agents, and Alerts under Analytics, renames SQL to Lakehouse.

  11. Authenticate as a service principal using OAuth U2M (Beta)

    Requires Service Principal Manager role.

  12. Customer-managed keys for Lakebase available in all AWS and Azure regions

    Encrypts project data at rest using a custom cloud KMS key. Available for new projects.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  13. Fixed LOD expression syntax update for metric views

    Uses SQL window functions, replacing two-step pre-computation approach.

  14. Lakebase now supports compute sizes up to 64 CU (128 GB)

    Replaces 32 CU (64 GB RAM) limit, enables dynamic scaling for larger workloads.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  15. Serve custom LLMs with Custom Model Serving (Beta)

    Supports multimodal models and PEFT recipes, unlike Foundation Model APIs.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  16. Vector Search storage-optimized endpoints are GA

    Supports over 1 billion vectors at dimension 768, 10-20x faster indexing.

  17. Agent Bricks Supervisor Agent now supports nesting supervisor agents as subagent tools

    Enables nested multi-agent orchestration by adding Supervisor Agents as subagent tools.

  18. Azure Databricks Add-in for Excel support for all compliance security profile standards

    Supports all Azure Databricks compliance security profiles.

    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  19. Customer-managed keys now support MLflow managed evaluation features

    Supports MLflow 3 scorers and requires non-CMK encrypted catalog.

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  21. Databricks Container Services for standard compute is now available (Beta)

    Requires Databricks Runtime 18.3 or later, allows custom Docker images in shared compute.

  22. Edits to resources in the UI now automatically update YAML

    Applies to jobs and pipeline settings, see Edit bundle resources.

  23. Lakeflow Designer updates

    Enabled by default for all workspaces, adds user-defined operators and Git integration.

  24. Databricks Runtime 18: May 18, 2026

    Preserves table comments by default, auto-casts compatible column types in DataFrame writes.

  25. Unified runs list is generally available

    Replaces separate job and pipeline run lists, adds filtering and error code visualization.

  26. Agent Bricks Supervisor Agent now supports Unity Catalog tables as subagent tools

    Adds Unity Catalog tables as subagent tools, usable in coordinated multi-agent systems.

  27. Agent Bricks Supervisor Agent now supports vector search indexes as subagent tools

    Adds support for vector search indexes as subagent tools, usable in coordinated multi-agent systems.

  28. Recover a deleted Lakebase project within 7 days

    Restores all branches, databases, and settings. Requires action within 7 days.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  29. Share Genie Code chat threads

    Recipients get read-only access, can be users, groups, or service principals.

  30. Spark Declarative Pipelines on Lakeflow sinks are now generally available

    Supports writing to Delta tables, Kafka topics, and Azure Event Hubs.

  31. Dashboard enhancements and bug fixes

    Error bars display as bands on line charts. Custom SQL measures no longer require full name paths.

  32. Databricks SQL alerts are now generally available

    Monitors data and KPIs by running scheduled queries, notifying recipients when conditions are met.

  33. Genie Agent (formerly Genie Space) enhancements and bug fixes

    Max query text characters raised to 40,000.

  34. Genie One enhancements and bug fixes

    Adds 9 new genieChat audit events and fixes chat input field bug.

  35. Publish a Unity Catalog catalog to Microsoft Fabric (Beta)

    Creates a read-only mirrored catalog, allowing Fabric users to query Unity Catalog tables without data movement.

    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  36. Spark Declarative Pipelines on Lakeflow environment versions (Beta)

    Pins Python version and libraries, decoupling from Databricks Runtime upgrades.

  37. SQL alert task in Lakeflow Jobs is now in Public Preview

    Evaluates a Databricks SQL alert as part of a Lakeflow Job, returning its state as output.

  38. View run history for scheduled refreshes in Google Sheets

    Shows Run ID, start time, and success status for each run.

  39. ai_parse_document is now available by default for workspaces with the compliance security profile enabled

    Requires compliance security profile and specific controls like HIPAA and PCI-DSS. Parses structured content from unstructured documents.

  40. Databricks Runtime maintenance updates (05/13)

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

  41. New Lakebase instances now scale to zero by default

    New instances scale to zero after 24 hours of inactivity, reducing compute costs. Existing projects are unaffected.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  42. Version 18.2

    Adds CREATE OR REPLACE TEMP TABLE syntax and upgrades Snowflake JDBC driver to 3.28.0.

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