Azure managed identities authentication
Azure managed identities authentication uses managed identities for Azure resources (formerly Managed Service Identities (MSI)) to authenticate with Azure Databricks. Programmatic calls to Azure Databricks account and workspace operations use this managed identity when working with Azure resources that support managed identities, such as Azure VMs.
- For information about managed identities, see What are managed identities for Azure resources?.
- To learn how to create a managed identity and give it permission to access Azure Databricks accounts and workspaces, see Set up and use Azure managed identities authentication for Azure Databricks automation.
Note
Managed identities for Azure resources are different than Microsoft Entra ID service principals, which Azure Databricks also supports for authentication. To learn how to use Microsoft Entra ID service principals for Azure Databricks authentication instead of managed identities for Azure resources, see:
Azure managed identities authentication is supported only between properly configured resources that support managed identities-such as Azure virtual machines (Azure VMs)-and Azure Databricks accounts and workspaces.
To configure Azure managed identities authentication with Azure Databricks, you must set the following associated environment variables, .databrickscfg
fields, Terraform fields, or Config
fields on a properly supported Azure VM:
- The Azure Databricks host.
- For account operations, specify
https://accounts.databricks.azure.cn
. - For workspace operations, specify the per-workspace URL, for example
https://adb-1234567890123456.7.databricks.azure.cn
.
- For account operations, specify
- For account operations, the Azure Databricks account ID.
- The tenant ID of the managed identity.
- The client ID of the managed identity.
- The Azure resource ID.
- Set Azure use managed identities to true.
To perform Azure managed identities authentication with Azure Databricks, integrate the following within your code, based on the participating tool or SDK:
Environment
To use environment variables for a specific Azure Databricks authentication type with a tool or SDK, see Authenticate access to Azure Databricks resources or the tool's or SDK's documentation. See also Environment variables and fields for client unified authentication and the Default methods for client unified authentication.
For account-level operations, set the following environment variables:
DATABRICKS_HOST
, set to the value of your Azure Databricks account console URL,https://accounts.databricks.azure.cn
.DATABRICKS_ACCOUNT_ID
ARM_CLIENT_ID
ARM_USE_MSI
, set totrue
.
For workspace-level operations, set the following environment variables:
DATABRICKS_HOST
, set to the value of your Azure Databricks per-workspace URL, for examplehttps://adb-1234567890123456.7.databricks.azure.cn
.ARM_CLIENT_ID
ARM_USE_MSI
, set totrue
.
For workspace-level operations, if the target identity has not already been added to the workspace, then specify DATABRICKS_AZURE_RESOURCE_ID
along with the Azure resource ID for the Azure Databricks workspace, instead of DATABRICKS_HOST
along with the workspace URL. In this case, the target identity must have at least Contributor or Owner permissions on the Azure resource for the Azure Databricks workspace.
Profile
Create or identify an Azure Databricks configuration profile with the following fields in your .databrickscfg
file. If you create the profile, replace the placeholders with the appropriate values. To use the profile with a tool or SDK, see Authenticate access to Azure Databricks resources or the tool's or SDK's documentation. See also Environment variables and fields for client unified authentication and the Default methods for client unified authentication.
For account-level operations, set the following values in your .databrickscfg
file. In this case, the Azure Databricks account console URL is https://accounts.databricks.azure.cn
:
[<some-unique-configuration-profile-name>]
host = <account-console-url>
account_id = <account-id>
azure_client_id = <azure-managed-identity-application-id>
azure_use_msi = true
For workspace-level operations, set the following values in your .databrickscfg
file. In this case, the host is the Azure Databricks per-workspace URL, for example https://adb-1234567890123456.7.databricks.azure.cn
:
[<some-unique-configuration-profile-name>]
host = <workspace-url>
azure_client_id = <azure-managed-identity-application-id>
azure_use_msi = true
For workspace-level operations, if the target identity has not already been added to the workspace, then specify azure_workspace_resource_id
along with the Azure resource ID for the Azure Databricks workspace, instead of host
along with the workspace URL. In this case, the target identity must have at least Contributor or Owner permissions on the Azure resource for the Azure Databricks workspace.
CLI
For the Databricks CLI, do one of the following:
- Set the environment variables as specified in this article's "Environment" section.
- Set the values in your
.databrickscfg
file as specified in this article's "Profile" section.
Environment variables always take precedence over values in your .databrickscfg
file.
See also Azure managed identities authentication.
Connect
Note
Databricks Connect relies on the Databricks SDK for Python for authentication. The Databricks SDK for Python has not yet implemented Azure managed identities authentication.
VS Code
Note
The Databricks extension for Visual Studio Code does not yet support Azure managed identities authentication.
Terraform
For account-level operations, for default authentication:
provider "databricks" {
alias = "accounts"
}
For direct configuration (replace the retrieve
placeholders with your own implementation to retrieve the values from the console or some other configuration store, such as HashiCorp Vault. See also Vault Provider). In this case, the Azure Databricks account console URL is https://accounts.databricks.azure.cn
:
provider "databricks" {
alias = "accounts"
host = <retrieve-account-console-url>
account_id = <retrieve-account-id>
azure_client_id = <retrieve-azure-client-id>
azure_use_msi = true
}
For workspace-level operations, for default authentication:
provider "databricks" {
alias = "workspace"
}
For direct configuration (replace the retrieve
placeholders with your own implementation to retrieve the values from the console or some other configuration store, such as HashiCorp Vault. See also Vault Provider). In this case, the host is the Azure Databricks per-workspace URL, for example https://adb-1234567890123456.7.databricks.azure.cn
:
provider "databricks" {
alias = "workspace"
host = <retrieve-workspace-url>
azure_client_id = <retrieve-azure-client-id>
azure_use_msi = true
}
For workspace-level operations, if the target identity has not already been added to the workspace, then specify azure_workspace_resource_id
along with the Azure resource ID for the Azure Databricks workspace, instead of host
along with the workspace URL. In this case, the target identity must have at least Contributor or Owner permissions on the Azure resource for the Azure Databricks workspace.
For more information about authenticating with the Databricks Terraform provider, see Authentication.
Python
Note
The Databricks SDK for Python has not yet implemented Azure managed identities authentication.
Java
Note
The Databricks SDK for Java has not yet implemented Azure managed identities authentication.
Go
For account-level operations, for default authentication:
import (
"github.com/databricks/databricks-sdk-go"
)
// ...
a := databricks.Must(databricks.NewAccountClient())
// ...
For direct configuration (replace the retrieve
placeholders with your own implementation to retrieve the values from the console or some other configuration store, such as Azure KeyVault). In this case, the Azure Databricks account console URL is https://accounts.databricks.azure.cn
:
import (
"github.com/databricks/databricks-sdk-go"
)
// ...
a := databricks.Must(databricks.NewAccountClient(&databricks.Config{
Host: retrieveAccountConsoleUrl(),
AccountId: retrieveAccountId(),
AzureClientId: retrieveAzureClientId(),
AzureUseMSI: true,
}))
// ...
For workspace-level operations, for default authentication:
import (
"github.com/databricks/databricks-sdk-go"
)
// ...
w := databricks.Must(databricks.NewWorkspaceClient())
// ...
For direct configuration (replace the retrieve
placeholders with your own implementation to retrieve the values from the console or some other configuration store, such as Azure KeyVault). In this case, the host is the Azure Databricks per-workspace URL, for example https://adb-1234567890123456.7.databricks.azure.cn
:
import (
"github.com/databricks/databricks-sdk-go"
)
// ...
w := databricks.Must(databricks.NewWorkspaceClient(&databricks.Config{
Host: retrieveWorkspaceUrl(),
AzureClientId: retrieveAzureClientId(),
AzureUseMSI: true,
}))
// ...
For workspace-level operations, if the target identity has not already been added to the workspace, then specify AzureResourceID
along with the Azure resource ID for the Azure Databricks workspace, instead of Host
along with the workspace URL. In this case, the target identity must have at least Contributor or Owner permissions on the Azure resource for the Azure Databricks workspace.
For more information about authenticating with Databricks tools and SDKs that use Go and that implement Databricks client unified authentication, see Authenticate the Databricks SDK for Go with your Azure Databricks account or workspace.