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Databricks releases, every cloud

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16 releases of 1321

Last updated

  1. Session restore for serverless jobs is in Public Preview

    Restores Python variables and Spark session into a new notebook for debugging or exploration, requires eligible serverless compute job runs.

    #Lakeflow#Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  2. 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.

    #Networking#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  3. 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.

    #Networking#Security
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  4. Session restore for serverless jobs is now in Beta

    Restores Python variables and Spark session into a new notebook. Captures state snapshots on failure or long runs.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  5. Serverless outbound Private Service Connect to customer-managed resources (Public Preview)

    Keeps traffic off the public internet, adding network-layer defense against data exfiltration through customer-managed Google Cloud service attachment.

    #Networking#Security
    AWS(not on this cloud)Azure(not on this cloud)GCP, read it on their docsSAP(unknown)
  6. Git CLI commands in Git folders are now in Public Preview

    Enables standard Git commands like git stash and rebase in Databricks terminals. Requires workspace eligibility.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
  8. Block specific internet destinations in network policies (Public Preview)

    Blocks destinations regardless of network access mode, enforced through REST API.

    #Networking#Security
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  9. 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.

    #Networking#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  10. Inbound Private Link for performance-intensive services (Public Preview)

    Enables private connectivity for Zerobus Ingest and Lakebase Autoscaling.

    #Networking#Security
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  11. Notebook tagging (Public Preview)

    Organizes notebooks for easier management, supports governed tags for trust levels or lifecycle status.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  12. Serverless outbound IPs available through public JSON endpoint (Public Preview)

    Replaces existing stable IPs, requires Public Preview enrollment.

    #Networking#Security
    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(unknown)
  13. 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.

    #Networking
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  14. Databricks Assistant Agent mode: Data Science Agent is in Beta

    Orchestrates multi-step workflows from a single prompt, building entire notebooks for tasks like EDA and machine learning.

    #Assistant#Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  15. Admins can now manage a workspace's serverless base environments (Public Preview)

    Defines custom environment specs for serverless notebooks, allows setting a default for new notebooks.

    #Notebooks#Serverless
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  16. Updates for customer-managed VPC workspaces (Public Preview)

    Adds Private Service Connect conversion and network config changes.

    #Networking
    AWS(not on this cloud)Azure(not on this cloud)GCP, read it on their docsSAP(unknown)
  17. Updating workspace virtual network configurations is now in Public Preview

    Allows migration to custom VNet or changes to existing VNet injection setups.

    #Networking
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)

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.