Azure Databricks Setup
Databricks workspace setup for Azure users.
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Databricks workspace setup for Azure users.
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This doc shows you how to register an app in Microsoft Entra. After you complete the steps below, you will have the Subscription Id, Client Id, Tenant Id, and Client Secret that you need to create an Azure Databricks Workspace integration in Gradient.
In order to grant Gradient permissions to collection the data needed to generate a recommendation, you can to register an app using Microsoft Entra.
Entra, the Microsoft identity platform, performs identity and access management (IAM) only for registered applications. The next few steps will walk you through registering Gradient in order to grant and read access to Azure Databricks resources.
Name the app and choose the appropriate account type. (For most organizations, this is set to single tenant for the current directory)
Write down or save the values for Client ID and Tenant ID.
A client secret is an authentication technique that uses a string value in the Azure application instead of a certificate for identity. Gradient will use this secret to retrieve cluster information needed to make a recommendation.
To create a secret click on Certificates & Secrets > + New Client Secret
Record the value of the secret as it is required by the log submission process.
The app requires read access to the subscription. The easiest way to provide access is to assign the Reader role to the app. You can refer to the full documentation here.
From your Subscription settings, click on the Access control (IAM) link on the side tab. From here, add a new role assignment.
You can find the Reader role by searching or scrolling through your list of roles. Once you find it, click on the role.
From the members tab, add the app you created in that last section by clicking the + select members link and searching for your app by name.
Complete the assignment by verifying your settings and clicking the Review + assign button
Gradient requires four pieces of information for access:
Subscription ID - This can be copied from the Subscriptions service in the Azure console.
Tenant ID - This can be copied from the Active Directory overview page in the Azure console.
Client ID - The ID of the Active Directory principle with which the library should authenticate. This can be copied from the Active Directory “App registrations” page in the Azure console.
Client secret - This can be generated from the “Certificates & secrets” page for the app.
Once entered, click on "Save & Test Access" to proceed in the Gradient UI.
Click on the link below to proceed to the webhook setup.
