How can I assign cluster policies to teams or users in Azure Databricks?

To assign cluster policies to teams or users in Azure Databricks, you can use the Azure Databricks CLI or the Databricks REST API. Here’s an example using the Azure Databricks CLI:

  1. Create the Cluster Policies:
    • Create the cluster policies using the JSON configurations as shown in the previous example. Save each policy to a separate JSON file (e.g., data_scientists_policy.jsondata_analysts_policy.json).
  2. Assign Cluster Policies:
    • Open a command prompt or terminal.
    • Run the following command to assign a cluster policy to a team or user
    • databricks clusters policy create --policy-id <policy-id> --group-name <group-name> Replace <policy-id> with the ID of the cluster policy you want to assign, and <group-name> with the name of the team or user to which you want to assign the policy.For example, to assign the “DataScientistsPolicy” to a team named “DataScientists”, you would run:
    • databricks clusters policy create --policy-id <policy-id> --group-name DataScientists
  3. Verify the Assignment:
    • You can use the Azure Databricks CLI or the Databricks UI to verify that the cluster policies have been assigned successfully.
    • To list the assigned cluster policies using the CLI, run the following command
    • databricks clusters policy list The command will display the list of assigned cluster policies, including the policy you just assigned to the team or user.

By assigning cluster policies to teams or users, you can control the configurations and resources available to them when creating clusters in Azure Databricks. This helps enforce access control and ensure that users adhere to specified guidelines and limitations.

Note: The commands provided assume that you have already set up the Azure Databricks CLI and have appropriate permissions to manage cluster policies and user/group assignments.

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