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the cluster spin up fails with ailure message: Bootstrap script took too long and timeout.
To resolve the issue with the Azure Databricks cluster spin-up failing due to a bootstrap script timeout, you need to ensure that the necessary firewall rules are configured correctly. Specifically, you should allow outbound traffic to the required Azure Databricks domains and IP addresses.
For Azure Databricks, it is recommended to use the Azure Databricks service tag instead of specific IP addresses. This service tag encompasses the necessary IP address prefixes for outbound connections to the Azure Databricks control plane, secure cluster connectivity, and the Azure Databricks web application. This helps in preventing service outages due to IP changes.
If you are using User-Defined Routes (UDR), ensure that the routing is correctly set up to allow outbound connections to the required IP addresses for the region where your cluster is deployed.
For additional information, please refer the following documentations:
User-defined route settings for Azure Databricks
Configure domain name firewall rules
I hope this information helps. Please do let us know if you have any further queries.
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Thank you.