Hi @js54123875 , Certainly! Refreshing a Power BI dataset with a Service Principal and managing PATs can be achieved through a combination of best practices.
Let’s explore some approaches:
Service Principal and Azure Key Vault:
- Create a Service Principal: Set up a service account (user) in Azure Active Directory (AAD) specifically for Power BI Databricks connections. This account will act as the intermediary between Power BI and Databricks.
- Azure Key Vault Integration: Store your PAT securely in Azure Key Vault. Configure the Key Vault access policies to allow the Power BI service principal to unwrap the PAT.
- Scheduled Refresh: In your Power BI dataset, configure the data source credentials to point to the PAT stored in Azure Key Vault. Set up a scheduled refresh based on your desired frequency (e.g., daily, weekly).
Automated Refresh Using PowerShell:
- Create a PowerShell script that:
- Retrieves the updated PAT from Azure Key Vault.
- Updates the Power BI dataset connection string with the new PAT.
- Triggers a dataset refresh using the Power BI REST API.
- Schedule this script to run periodically (e.g., every 70 days) using a task scheduler or Azure Logic Apps.
OAuth Tokens Instead of PATs:
- As a security best practice, consider using OAuth tokens instead of PATs.
- Configure your Databricks workspace to issue OAuth tokens for service principals.
- Update your Power BI dataset connection to use OAuth tokens directly. OAuth tokens have longer lifetimes and can be automatically refreshed.
Custom Solutions:
- If your security requirements are stringent, consider custom solutions:
- Develop a custom application that manages PATs and refreshes them automatically.
- Use Azure Functions or Logic Apps to trigger PAT updates based on a schedule.
Remember to balance security, automation, and ease of maintenance when choosing your approach. Each organization’s requirements may vary, so evaluate the best fit for your specific environment.
Additionally, consult the official Power BI and Azure Databricks documentation for detailed implemen....