Databricks on Azure
1149 releases that have landed on Azure, newest first.
- 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.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - 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.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Databricks CLI is now GA
Stores U2M tokens in OS-native secure storage.
- Genie Agent (formerly Genie Space) enhancements and bug fixes
Genie Agents now use Fields instead of Dimensions in metric views and SQL expressions.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Genie One enhancements
Adds direct link to dashboard and Ask Genie to workspace homepage.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - 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.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- Postgres password authentication is now disabled by default for new Lakebase projects
Existing projects are unaffected, enable in project settings to allow.
- 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.
- Workspace sidebar navigation updates
Groups Dashboards, Genie Agents, and Alerts under Analytics, renames SQL to Lakehouse.
- Authenticate as a service principal using OAuth U2M (Beta)
Requires Service Principal Manager role.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - 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.
- Fixed LOD expression syntax update for metric views
Uses SQL window functions, replacing two-step pre-computation approach.
- Lakebase now supports compute sizes up to 64 CU (128 GB)
Replaces 32 CU (64 GB RAM) limit, enables dynamic scaling for larger workloads.
- Serve custom LLMs with Custom Model Serving (Beta)
Supports multimodal models and PEFT recipes, unlike Foundation Model APIs.
- Vector Search storage-optimized endpoints are GA
Supports over 1 billion vectors at dimension 768, 10-20x faster indexing.
- Agent Bricks Supervisor Agent now supports nesting supervisor agents as subagent tools
Enables nested multi-agent orchestration by adding Supervisor Agents as subagent tools.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Azure Databricks Add-in for Excel support for all compliance security profile standards
Supports all Azure Databricks compliance security profiles.
- Customer-managed keys now support MLflow managed evaluation features
Supports MLflow 3 scorers and requires non-CMK encrypted catalog.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
- Databricks Container Services for standard compute is now available (Beta)
Requires Databricks Runtime 18.3 or later, allows custom Docker images in shared compute.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Edits to resources in the UI now automatically update YAML
Applies to jobs and pipeline settings, see Edit bundle resources.
- Lakeflow Designer updates
Enabled by default for all workspaces, adds user-defined operators and Git integration.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Databricks Runtime 18: May 18, 2026
Preserves table comments by default, auto-casts compatible column types in DataFrame writes.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Unified runs list is generally available
Replaces separate job and pipeline run lists, adds filtering and error code visualization.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - 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.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - 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.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Recover a deleted Lakebase project within 7 days
Restores all branches, databases, and settings. Requires action within 7 days.
- Share Genie Code chat threads
Recipients get read-only access, can be users, groups, or service principals.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Spark Declarative Pipelines on Lakeflow sinks are now generally available
Supports writing to Delta tables, Kafka topics, and Azure Event Hubs.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Dashboard enhancements and bug fixes
Error bars display as bands on line charts. Custom SQL measures no longer require full name paths.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Databricks SQL alerts are now generally available
Monitors data and KPIs by running scheduled queries, notifying recipients when conditions are met.
- Genie Agent (formerly Genie Space) enhancements and bug fixes
Max query text characters raised to 40,000.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Genie One enhancements and bug fixes
Adds 9 new genieChat audit events and fixes chat input field bug.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - 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.
- Spark Declarative Pipelines on Lakeflow environment versions (Beta)
Pins Python version and libraries, decoupling from Databricks Runtime upgrades.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - 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.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - View run history for scheduled refreshes in Google Sheets
Shows Run ID, start time, and success status for each run.
- 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.
- Databricks Runtime maintenance updates (05/13)
Includes bug fixes, security patches, and performance improvements for versions 13.3 to 18.2.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - 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.
- Version 18.2
Adds CREATE OR REPLACE TEMP TABLE syntax and upgrades Snowflake JDBC driver to 3.28.0.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)