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Databricks on AWS

1201 releases that have landed on AWS, newest first.

  1. Databricks Runtime 18: January 27, 2026

    Reports batchSize and file processing metrics, renames spark.sql.xml.legacyXMLParser.enabled config property.

  2. Databricks Runtime maintenance updates (01/27)

    Includes bug fixes, security patches, and performance improvements for versions 12.2 to 18.0.

  3. Knowledge Assistant is now available in more regions

    Available in us-east-2, ca-central-1, eu-central-1, eu-west-1, ap-southeast-1, and ap-southeast-2. Requires cross-geo processing in ap-southeast-1 and ap-southeast-2.

    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  4. Managed MCP servers is now Public Preview

    Allows AI agents to connect to Databricks resources and external APIs.

  5. 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)
  6. Google Drive connector (Beta)

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

  7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
  8. Dashboard subscriptions, custom calculations, and visualization improvements

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

  9. Front-end PrivateLink for performance-intensive services (Beta)

    Supports private connectivity to Zerobus Ingest and Lakebase Autoscaling.

    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(unknown)
  10. Genie Agent (formerly Genie Space) lineage and entity matching improvements

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

  11. Genie One search and discovery improvements

    Filters inactive apps, boosts certified content in search rankings.

  12. Lakebase is now generally available

    Includes autoscaling and point-in-time recovery.

    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(unknown)
  13. Genie One is generally available

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

  14. 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.

  15. 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.

  16. Value sampling features renamed

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

  17. 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.

  18. Databricks Runtime 18: January 15, 2026

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

  19. Databricks Runtime 18.0 is now GA

    Replaces Databricks Runtime 7.3.

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  21. Genie Agent (formerly Genie Space) and Databricks Assistant on Databricks on AWS GovCloud GA

    Genie Agent and Databricks Assistant are now available on Databricks on AWS GovCloud.

    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(unknown)
  22. 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.

  23. Genie One favorite and filtering improvements

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

  24. 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)
  25. Ingest Salesforce formula fields incrementally (Beta)

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

  26. 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)
  27. Row filtering for managed ingestion connectors (Beta)

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

  28. OpenAI GPT-5.1 Codex Max and Codex Mini now available as Databricks-hosted models

    Access via Foundation Model APIs pay-per-token, subject to OpenAI's Acceptable Use Policy.

    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  29. OpenAI GPT-5.1 Codex Max and Codex Mini now available as Databricks-hosted models

    Supports code generation and refactoring via Foundation Model APIs. Requires pay-per-token access.

    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  30. Databricks Runtime maintenance updates (01/09)

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

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

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

  32. 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.

  33. Automatic email notifications for expiring personal access tokens (GA)

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

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

    Preserves existing users' authoring permissions, streamlines consumer onboarding.

  35. Create skills for Databricks Assistant

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

  36. Databricks Assistant on the documentation site

    Replaces search bar, requires no setup, powered by Genie.

    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  37. Databricks Assistant Agent mode is now in Public Preview

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

  38. Single-use refresh tokens for OAuth applications

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

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

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

  40. New Databricks accounts will not have access to legacy features

    New accounts use Unity Catalog, lack DBFS root access. Applies to accounts created after December 18, 2025.

    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  41. Update request parameters for Delta Sharing recipient audit log events

    Includes catalog_name, in addition to share_name.

  42. Connect to Lakebase from the SQL editor with read-write access

    Supports full read-write access, see documentation for setup.

    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(unknown)

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