Databricks on Azure
1149 releases that have landed on Azure, newest first.
- Lakebase is now generally available with compliance security profile
Requires HIPAA, C5, TISAX, or None compliance standard.
AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP, read it on their docs - Knowledge Assistant is now available by default for Enhanced Security and Compliance customers
Requires compliance security profile and HIPAA controls.
- Supervisor Agent is now available in additional regions
Now available in 9 more regions, see list of supported regions for details.
- Connect to Azure Databricks from Microsoft Excel (Public Preview)
Imports data from tables or Metric Views, executes SQL queries in Excel.
- Customer-managed keys for Unity Catalog
Uses own encryption keys for Unity Catalog data. Replaces automatic encryption.
- Lakebase is now generally available on Azure
Adds autoscaling compute and scale-to-zero to 11 new Azure regions.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- Lakebase now includes high availability
Pairs primary compute with 1-3 secondary instances across zones, automatically promoting a secondary if primary fails.
- Managed OAuth flows for external MCP servers
Eliminates need to register own OAuth app, supports Glean, GitHub, Google Drive, and SharePoint APIs.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Notebook tagging (Public Preview)
Organizes notebooks for easier management, supports governed tags for trust levels or lifecycle status.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Schedule data refreshes in Google Sheets (Public Preview)
Refreshes occur hourly, daily, or weekly.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Update workspace network configuration to VNet injection is now GA
Migrates from Databricks-managed VNet to customer-owned VNet.
- Version 18.0
Upgrades Redshift JDBC driver to 2.1.0.28, adds SQL window functions to metric views.
- Dashboard enhancements and improvements
Shows Unity Catalog metric views in lineage and cancels refresh with last available data.
- Databricks Runtime 18: February 26, 2026
Adds SET and UNSET METADATA ON COLUMN SQL commands for Unity Catalog table columns. Includes OS security updates.
- Databricks Runtime maintenance updates (02/26)
Includes bug fixes, security patches, and performance improvements for versions 12.2 to 18.0.
- Genie Agent (formerly Genie Space) enhancements and improvements
Uses metric view display names and formats for query result tables. Automatically creates JOIN relationships based on primary and foreign keys.
- ISMAP compliance support
Supports Japanese government cloud certification, requires configuration changes.
- Python unit testing in the workspace
Uses pytest-based tests, accessed via tests sidebar and inline execution glyphs.
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- Databricks ODBC Driver renamed from Simba Spark ODBC Driver
Existing Simba driver versions remain supported for two years.
- Serverless environment version 5 is now available
Includes CPU and GPU versions.
- Azure virtual network service endpoint policies are now generally available
Apply to classic compute for outbound storage access filtering. Requires configuration.
- COMMENT ON streaming tables is now GA
Adds comments to streaming tables, previously only available for non-streaming tables.
- Databricks SQL version 2025.40 is rolling out in Current
Replaces version 2025.39, requires no setup changes.
- Personal access tokens preserved when CAN USE permission is revoked
Tokens become unusable but not deleted when permission is revoked, and reactivate if restored.
- ADBC driver is now the default driver for new Power BI connections
Replaces ODBC for new connections, existing ones remain on ODBC unless updated.
- JAR tasks on serverless compute is now in Public Preview
Allows running JAR jobs without a cluster.
- Dashboard visualization and interaction enhancements
Expands pivot table hierarchies and adds chart faceting. Supports sorting and labeling on various charts.
- Databricks Runtime 18: February 19, 2026
Inferencing Excel string cells now respects cell type, updating from auto-casting to narrower types.
- Databricks Runtime maintenance updates (02/19)
Includes bug fixes, security patches, and performance improvements for versions 12.2 to 18.0.
- Discover page and domains (Beta)
Groups data assets by functional area, built on governed tags.
- Genie Agent (formerly Genie Space) Agent mode rename and improvements
Renamed from Research Agent, now produces faster and more concise responses for what-type questions.
- Inbound Private Link for performance-intensive services (Beta)
Enables private connectivity to Zerobus Ingest and Lakebase Autoscaling.
- Scoped personal access tokens (Beta)
Limits permissions by selecting token type and API scopes, replacing legacy tokens.
- TikTok Ads connector (Beta)
Ingests data from TikTok Ads into Databricks.
- Anthropic Claude Sonnet 4.6 now available as a Databricks-hosted model
Accessible via Foundation Model APIs on a pay-per-token basis.
- Databricks Runtime 18.1 and Databricks Runtime 18.1 ML are in Beta
Powered by Apache Spark 4.1.0.
- Qwen3-Embedding-0.6B now available in Public Preview as a Databricks-hosted model
Accessible via Foundation Model APIs on a pay-per-token basis.
- Automatic identity management deactivates deleted Entra ID users
Replaces "Active: Removed From EntraID" status with Deactivated.
- OneLake catalog federation (Beta)
Allows read-only access to OneLake storage without copying data. Runs queries directly against file storage.
- AI Gateway (Beta)
Replaces Unity Gateway, adds rich UI and improved observability.