No one by one, you need to configure diagnostic setting to dump logs into storage account. Then you configure databricks autoloader to point to this log location and it will handle loading those file for you. Under the hood autoloader uses spark structered streaming, so with each run it will only load newly added logs files.

Read below documentation entry and as a best practice use File notification mode:

What is Auto Loader? - Azure Databricks | Microsoft Learn