Prerequiste Template fails due to spark version #330
Description
Describe the bug
When deploying the preqeq template for the workspace - it fails as it tries spark version 3.1 which is not supported any more. It needs to be 3.4 or 3.3
I have not identified if this breaks any of the code later on.