Restore Databricks Cluster

Paul Taylor 40 Reputation points
2026-04-09T15:02:53.8566667+00:00

One of the team here accidently deleted a cluster can you restore it ??

Azure Databricks
Azure Databricks

An Apache Spark-based analytics platform optimized for Azure.


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  1. AI answer

    2026-04-09T15:03:08.0033333+00:00

    Deleted Azure Databricks clusters themselves cannot be restored. Clusters are compute resources; when deleted, they must be recreated (for example, by reapplying the previous configuration or IaC templates such as ARM/Bicep/Terraform, if available).

    For data and metadata protection, rely on the underlying storage and database recovery mechanisms rather than the cluster:

    • Persist all important data to durable storage (such as Azure Storage, Delta tables, or Lakehouse/Lakebase) so it is not lost with the cluster.
    • For OLTP/Lakebase databases, use features like point-in-time restore, snapshots, or child instances to recover data states if needed.
    • For MLflow experiments and runs, deleted runs can be restored from the UI or via mlflow.restore_runs.

    If the concern is disaster recovery of the overall Databricks environment, use a regional disaster recovery architecture where data is stored in resilient storage and Databricks workspaces/clusters can be recreated in another region.


    References:

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