Databricks on Azure
1149 releases that have landed on Azure, newest first.
- Connect Lovable apps to Azure Databricks
Uses REST API and OAuth authentication. Requires machine-to-machine authentication setup.
- SQL reference documentation for managing governed tags
Adds 5 SQL statements: CREATE, ALTER, DROP, DESCRIBE, SHOW.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Vector Search retrieval quality (Beta)
measures relevance of search strategies, see Evaluate AI Search retrieval quality.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - C5, TISAX, and K-FSI compliance controls are now generally available
Available on Azure, providing enhancements for workspace compliance requirements.
- Dashboard enhancements
Creates metric views without Unity Catalog, edits hex colors inline.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Genie Agent (formerly Genie Space) enhancements
Embeds as an iframe, adds space thumbnails and table visualizations with conditional formatting.
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
- Genie One enhancements
Includes Databricks Apps and Domains. Updates workspace navigation.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - New cascade field for deleting Unity Catalog pipelines (Beta)
Deletes associated materialized views and tables by default, set cascade=false to retain them.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Share foreign Iceberg tables with Delta Sharing (Public Preview)
Adds read-only access to federated foreign Iceberg tables. Requires Delta Sharing.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Upcoming breaking change: default behavior when deleting a Unity Catalog pipeline Coming soon
Deletes now retain associated tables by default, set cascade=true to remove them.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - ai_prep_search (Beta)
Transforms ai_parse_document output into search-ready chunks for vector search and RAG pipelines.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Databricks Runtime 18.2 and Databricks Runtime 18.2 ML are in Beta
Powered by Apache Spark 4.1.0.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Scoped personal access tokens are now generally available
Restrict tokens to specific API operations with specified permissions. Coming soon to compliance security profile workspaces.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Git-backed app deployments are now generally available
Deploys apps from Git repositories, allowing Git-only deployments across a workspace.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Databricks Marketplace listing creation wizard
Guides setup of general info, data assets, and attributes in separate steps.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - SAP semantic metadata syncs automatically into Unity Catalog
Includes table and column comments, primary keys, and foreign keys.
- Workspace skills for Genie Code are now available
Workspace admins can create shared skills for machine learning pipelines and domain-specific processes.
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
Clears filters individually, adds vertical text alignment, and supports ZIP code boundaries.
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 Runtime 18: April 2, 2026
Adds VOID column support in UDTs and 30-second socket timeout for JDBC streaming sink connections.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Databricks Runtime maintenance updates (04/02)
Includes bug fixes, security patches, and performance improvements for versions 13.3 to 18.1.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Genie Agent (formerly Genie Space) enhancements
Adds column display names and programmatically starts conversations.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Genie One enhancements
Provides a single location to view dashboards and apps across all workspaces.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Governed tags are generally available
Allow administrators to define controlled tags for Unity Catalog and workspace objects, enforcing consistent metadata tagging.
- Agent Bricks Knowledge Assistant and Supervisor Agent are now available in additional regions
Available in ap-south-1 region, requires cross-geo processing.
- Databricks Connector for Google Sheets updates
Longer query execution timeout and UI improvements added.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - New SQL editor default enablement and legacy SQL editor retirement Coming soon
New SQL editor becomes default in May, legacy editor retires in July.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Agent Bricks now covers all Databricks AI capabilities
Covers declarative agents and all other Databricks AI capabilities.
- ai_classify and ai_extract now support v2 signatures (Public Preview)
Supports improved quality and performance with native composability with ai_parse_document.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Classification and Information Extraction are in Public Preview
Built on v2 signatures of ai_classify and ai_extract, they provide visual UIs for document analysis.
- Dashboard enhancements and bug fixes
Legacy color palette setting removed, Genie Agent descriptions added.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Databricks SQL version 2026.10 is now available in Preview
Fixes observation metric errors, optimizes Unity Catalog writes, and uses session timezone for timestamp partitions.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Genie Agent (formerly Genie Space) enhancements
Adds option to share with all account users, respects workspace SQL download settings.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Auto Loader supports automatic type widening (Public Preview)
Requires DBR 16.4 or above, supports text and binary file formats.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - New fields in lineage system table entity metadata
Includes genie_space_id and alert_id fields, populated from Genie Agents and alert queries.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Supervisor Agent is now available by default for Enhanced Security and Compliance customers
Requires compliance security profile and specific controls like HIPAA or PCI-DSS.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Type widening is now generally available
Changes INT to BIGINT or FLOAT to DOUBLE during ingestion without rewriting data files.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Dynamic parameters in the new SQL editor
Supports named parameter markers with a Dynamic dropdown widget, populating from saved queries.
- Connect external data sources to chat in Genie One (Beta)
Allows chat to search company documents, requires individual user authentication.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Supervisor Agent supports long-running tasks
Supports tasks that exceed 2-minute timeout, using task continuation.
- AI Runtime is now in Public Preview
Adds GPU support to serverless compute for deep learning workloads.