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Databricks releases, every cloud

41 releases of 1321

Last updated

  1. Upcoming general availability of Unity Gateway Coming soon

    Extends Unity Catalog governance to runtime interactions, controls AI service usage, and monitors traffic. Available by default for workspaces with compliance security profile in mid-September.

  2. Governed tags system table is in Beta

    Contains records for each governed tag key, including customer-created and system-generated tags.

  3. Databricks-hosted sample datasets available in the samples catalog

    Available in Unity Catalog-enabled workspaces through OpenSharing as samples.databricks.datasets.

  4. Role-based access control (RBAC) is in Public Preview

    Lets users assume a role with limited permissions. Requires account and workspace admin setup.

  5. MLflow trace storage in Unity Catalog is now generally available

    Stores traces in OpenTelemetry format with unlimited storage and SQL query access.

  6. Request for Access will soon be enabled by default for all workspaces Coming soon

    Routes requests to Unity Catalog object owners via email, replacing workspace-level settings.

  7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
  8. Secrets in Unity Catalog (Public Preview)

    Uses three-level namespace and Unity Catalog privileges for access control.

  9. Protobuf tensor input for custom model serving endpoints (Public Preview)

    Replaces JSON with serialized KServe v2 ModelInferRequest. Requires endpoints deployed after July 9, 2026.

  10. Restrict access to AI Functions with Unity Catalog permissions (Public Preview)

    Requires account team enablement, restricts access to task-specific AI Functions.

  11. Custom Docker images for AI Runtime CLI workloads (Beta)

    Allows custom system library versions and complex dependencies, requires setup via Use custom Docker images.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  12. Govern LLMs in Unity Catalog with model services (Beta)

    Represents a governed LLM endpoint, sharable across workspaces via Unity Catalog privileges.

  13. Enable access requests across your Unity Catalog metastore (Public Preview)

    Enables requests at metastore level, inherited by all catalogs and schemas.

  14. The Discover page is now in Public Preview

    Helps find Unity Catalog data assets without requiring catalog hierarchy knowledge. Organizes tables and dashboards by business area.

  15. Comments on foreign tables (Beta)

    Syncs table and column comments from external data sources to Unity Catalog foreign tables.

  16. OneLake catalog federation is generally available

    Allows reading OneLake data without copying, with read-only access and direct queries against file storage.

    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  17. Configure the recovery period for dropped managed tables (Public Preview)

    Sets recovery period to 0 hours or 7-30 days, requires Databricks Runtime 17.3.

  18. Databricks-to-Databricks Delta Sharing across regulatory domains is now available (Public Preview)

    Supports sharing with AWS GovCloud, AWS GovCloud DoD, and Azure China.

  19. AI Runtime CLI (Beta)

    Submits and manages distributed training workloads on serverless GPU compute from a local machine.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  20. Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
  21. ABAC GRANT policies for models (Beta)

    Grants EXECUTE privilege on models based on governed tags, supporting MLflow and foundation models.

  22. Cross-engine attribute-based access controls (Beta)

    Enforces row filters and column masks server-side for external engines reading Unity Catalog tables.

  23. 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)
  24. MLflow trace storage in Unity Catalog is now in Public Preview

    Stores OpenTelemetry traces, governed by Unity Catalog permissions, queryable from Databricks SQL or MLflow Python SDK.

  25. Attribute-based access control (ABAC) is now generally available

    Uses governed tags to enforce row filter and column mask policies. Replaces per-table configuration with automatic application at catalog, schema, or table level.

  26. Tag Unity Catalog functions

    Requires Databricks Runtime 18.1 or above. Uses SET TAG and UNSET TAG commands.

  27. Recently Resolved Incidents section in Data Quality Monitoring (Beta)

    Shows automatically recovered unhealthy tables, including resolution time.

  28. Language selector for AI-generated comments in Catalog Explorer

    Saves selection in browser's local storage, applying to all entity types.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  29. AI Runtime 1xH100 accelerator (Beta)

    Supports 1xH100 accelerator, see Hardware options for details.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  30. Databricks Data Classification is now GA

    Automatically classifies and tags sensitive data in Unity Catalog using AI.

  31. Altering a catalog or schema's managed storage location is now GA

    Modifies default cloud storage location for new managed tables and volumes.

  32. Create and write to Unity Catalog tables from external Delta clients (Beta)

    Requires catalog-managed commits to be enabled, supports Apache Spark clients.

  33. SQL reference documentation for managing governed tags

    Adds 5 SQL statements: CREATE, ALTER, DROP, DESCRIBE, SHOW.

  34. Customer-managed keys for Unity Catalog are generally available

    Encrypts data in Unity Catalog catalogs using cloud KMS keys. Requires default storage.

    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(not on this cloud)
  35. AI Runtime is now in Public Preview

    Adds GPU support to serverless compute for deep learning workloads.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  36. Create alerts for anomaly detection in the Data Quality Monitoring UI (Beta)

    Creates notifications for unusual data patterns, available in Beta.

  37. Health indicators for tables in Catalog Explorer (Public Preview)

    Shows freshness and completeness status based on anomaly detection.

  38. Data quality monitoring documentation moved to Data governance (Unity Catalog)

    Moved from Data guides to Data governance chapter.

  39. Declarative Feature Engineering APIs (Beta)

    Define time-windowed aggregation features from data sources, materialize to Delta tables or Lakebase. Available in us-east-1 and us-west-2 regions.

    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(not on this cloud)
  40. Endpoint telemetry for custom model serving endpoints (Beta)

    Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  41. Customer-managed keys for Unity Catalog

    Uses own encryption keys for Unity Catalog data. Replaces automatic encryption.

    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  42. Customer-managed keys for Unity Catalog (Beta)

    Uses own encryption keys for Unity Catalog catalogs. Replaces automatic encryption.

    AWS(not on this cloud)Azure(not on this cloud)GCP, read it on their docsSAP(not on this cloud)

Headlines, dates and product areas are Databricks' own, from the release notes published for each cloud, and every item links to the note it came from. The one-line summaries are ours. Not a Databricks product and not affiliated with Databricks, Inc.