Databricks on Azure
1149 releases that have landed on Azure, newest first.
- Store and query MLflow traces in Unity Catalog (Beta)
Stores MLflow traces in Delta tables for long-term retention and analysis using OpenTelemetry format.
- Improved group sharing for automatic identity management
Shares account-level assets with Microsoft Entra ID groups. Requires automatic identity management.
- Google Drive connector (Beta)
Supports read_files, spark.read, COPY INTO, and Auto Loader for ingesting files.
- Dashboard subscriptions, custom calculations, and visualization improvements
Subscriptions can be sent to account-level users. Custom calculations can reference other custom calculations.
- Genie Agent (formerly Genie Space) lineage and entity matching improvements
Now discoverable in Unity Catalog lineage, supports bulk entity matching actions.
- Genie One search and discovery improvements
Filters inactive apps, boosts certified content in search rankings.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- Genie One is generally available
Provides a single interface for business users to interact with data and AI without technical knowledge.
- 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.
- 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.
- Value sampling features renamed
Replaces value sampling, example values, and value dictionaries with prompt matching, format assistance, and entity matching.
- 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.
- Databricks Runtime 18: January 15, 2026
It uses JDK 21 as the default Java Development Kit, replacing JDK 17.
- Databricks Runtime 18.0 is now GA
Replaces Databricks Runtime 7.3.
- 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.
- Genie One favorite and filtering improvements
Adds favorite and certified filters to listing pages, marked by a star icon.
- Manage Lakebase from the Lakebase App
Replaces Compute tab navigation in Lakehouse UI, accessed via apps switcher.
- Ingest Salesforce formula fields incrementally (Beta)
Replaces snapshotting with incremental ingestion, improving performance and reducing costs.
- Knowledge Assistant is now generally available
Available in select US regions for workspaces without Enhanced Security.
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- Row filtering for managed ingestion connectors (Beta)
Applies conditions like a SQL WHERE clause, available for Google Analytics, Salesforce, and ServiceNow connectors.
- Databricks Runtime maintenance updates (01/09)
Includes bug fixes, security patches, and performance improvements for versions 12.2 to 17.3.
- Dashboard pivot tables, filters, and data export improvements
Pivot tables display total rows at top, Excel downloads in pivoted format.
- 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.
- Simplified serverless network security with Azure Network Security Perimeter
Uses AzureDatabricksServerless service tag, replacing subnet-based rules.
- Automatic email notifications for expiring personal access tokens (GA)
Sends emails 14 days before token expiration, requires token lifetime to be set.
- Change default workspace access to Consumer access (Public Preview)
Preserves existing users' authoring permissions, streamlines consumer onboarding.
- Create skills for Databricks Assistant
Extends Databricks Assistant with domain-specific tasks, following the open Agent Skills standard.
- Databricks Assistant Agent mode is now in Public Preview
Automates multiple steps from a single prompt, using Azure OpenAI or Anthropic.
- Single-use refresh tokens for OAuth applications
Requires token rotation after each use, enhancing user-to-machine authentication flows.
- Anthropic Claude Haiku 4.5 now available as a Databricks-hosted model
Accessible via Foundation Model APIs on a pay-per-token basis.
- New Azure Databricks accounts will not have access to legacy features
Accounts created after December 18, 2025 use Unity Catalog exclusively.
- Update request parameters for Delta Sharing recipient audit log events
Includes catalog_name, in addition to share_name.
- Dashboard enhancements and fixes
Boolean values support custom string aliases, and filter widgets have several fixes and new features.
- Genie enhancements and fixes
Numeric columns are now formatted to handle IDs and currency. Entity matching scans up to 100 million rows.
- Meta Ads connector (Beta)
Ingests data from Meta Ads, requires setup as a data source.
- MySQL connector in Lakeflow Connect (Public Preview)
Enables incremental data ingestion from various MySQL databases. Requires access request through account team.
- Updated Lakeflow Jobs UI is generally available
Simplifies job creation and editing, see Lakeflow Jobs for details.
- View latest scheduled notebook job results
Shows latest scheduled run in notebooks and dashboards, can update notebook with latest results.
- 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.
- Flexible node types are now generally available
Falls back to alternative instance types when specified type is unavailable, improving launch reliability.
- Login required to download ODBC driver
Requires login and license acceptance, except for AWS GovCloud which needs account team access.