Databricks releases, every cloud
- Base environments are now supported on classic compute (Beta)
Manages Python dependencies using Databricks-provided or custom environments.
- Private network gateway is in Beta
Connects serverless compute to VNet and on-premises systems through a managed gateway. Enabled from account console Previews page.
- Git Folder Serverless is in Beta
Shares serverless compute and pyproject.toml environment across notebooks and files.
- Private network gateway is in Private Preview
Connects serverless compute to VPC and on-premises systems through a managed gateway, reusing existing network connectivity configuration.
- Default Python package repositories are GA for Lakeflow pipelines and classic compute
Supports private or authenticated registries as workspace defaults. Applies to UI and API created classic compute.
- Manage project environments with %uv commands
Requires environment version 5 or above. Supports serverless notebooks.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- Cross-workspace access for serverless (Beta)
Controls serverless network traffic between workspaces with ingress and egress rules.
- Custom URL access to workspaces over inbound Private Link (Beta)
Uses general_access private endpoint, serves workspaces and account-level resources across regions.
- Target an Azure capacity reservation group for classic compute
Requires VNet injection, guarantees compute capacity for constrained VM types.
- Serverless compute access control is now generally available
Governs access to notebooks, jobs, and pipelines through Default Interactive and Automated Compute objects. Existing workloads run unchanged.
- Web terminal on serverless GPU compute (AI Runtime) is in Public Preview
Runs shell commands, monitors GPU usage, and manages files on serverless GPU compute. Requires environment version 5 or above.
- Dedicated group clusters will soon be available by default for workspaces with the compliance security profile enabled Coming soon
Enables shared compute for groups with compliance security profile, supporting Databricks Runtime for ML and RDD APIs.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Networking charges for performance-intensive products
Charges apply to cross-region and public-internet egress for Lakebase, OpenSharing SecureConnect, Zerobus, and Files API.
- Context-based ingress control for workspaces public access is now generally available
Uses allow and deny rules to control access based on identities, network sources, and request types.
- Allowlist partner platform IPs in context-based ingress control (Beta)
Supports Power BI, Tableau Cloud, and dbt platform, with automatic IP list updates.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Serverless compute is now available in the Azure UK West region
Supports notebooks, jobs, pipelines, and SQL warehouses, with private connectivity.
- Block specific internet destinations in network policies (Public Preview)
Blocks destinations regardless of network access mode, enforced through REST API.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Private Link for account-level resources (Beta)
Connects account console through VPC interface endpoint instead of public internet. Requires configuration.
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- Schedule deferred policy enforcement for all-purpose compute
Applies on next restart or immediately, and admins can cancel scheduled enforcements.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Inbound Private Link for performance-intensive services is now generally available
Supports Lakebase Autoscaling and Zerobus Ingest.
- Intra-VNet NSG rule hardening for Azure Databricks is now in Public Preview
Restricts workspace traffic to host and worker subnet CIDRs. Applies to classic compute plane workspaces.
- 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) - 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) - Azure UK South now has a dedicated regional control plane
New workspaces require firewall allowlist entries for SCC relay tunnel and other IPs. Existing workspaces use UK West control plane unless migrated.
- Connect Azure Databricks to on-premises resources using an SSH reverse tunnel
Replaces inbound firewall access, works with classic and serverless compute.
- Connect Databricks to on-premises resources using an SSH reverse tunnel
Uses proxy VMs in AWS, replacing inbound firewall access.
- Compute log delivery to volumes is now GA
Delivers Spark driver, worker, and event logs to Unity Catalog volumes, recommended for log storage.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Inbound Private Link for performance-intensive services (Public Preview)
Enables private connectivity for Zerobus Ingest and Lakebase Autoscaling.
- Update workspace network configuration to VNet injection is now GA
Migrates from Databricks-managed VNet to customer-owned VNet.
- Serverless outbound IPs available through public JSON endpoint (Public Preview)
Replaces existing stable IPs, requires Public Preview enrollment.
- Azure virtual network service endpoint policies are now generally available
Apply to classic compute for outbound storage access filtering. Requires configuration.
- Inbound Private Link for performance-intensive services (Beta)
Enables private connectivity to Zerobus Ingest and Lakebase Autoscaling.
- Front-end PrivateLink for performance-intensive services (Beta)
Supports private connectivity to Zerobus Ingest and Lakebase Autoscaling.
- Flexible node types are now generally available
Falls back to alternative instance types when specified type is unavailable, improving launch reliability.
- Configure compute to use AWS Capacity Blocks
Replaces on-demand instances, requires AWS account setup.
- Configure Azure virtual network service policies for storage access (Public Preview)
Filters outbound traffic from classic compute to specific Azure Storage accounts. Requires Azure virtual network service endpoint policies.
- Updating workspace virtual network configurations is now in Public Preview
Allows migration to custom VNet or changes to existing VNet injection setups.
- Azure Private Link from serverless compute to resources in your virtual network (VNet) via a standard load balancer (SLB) is now generally available
Enables private connectivity via standard load balancer. Requires configuration.
- PrivateLink connections from serverless compute to resources in your VPC through an NLB is generally available
Uses an NLB, requires AWS PrivateLink configuration.
Headlines, dates and product areas are Databricks' own, from the release notes published for each cloud, and every item links to the note it came from. The one-line summaries are ours. Not a Databricks product and not affiliated with Databricks, Inc.