PowerBI API delete profile to delete all associated resources

Hello,

Our design is one service principal, multiple profiles, and multiple workspaces for our clients. Each client will get one workspace and one profile. I'm wondering if deleting a profile will result in deleting all resources associated with it (e.g. reports, datasets, workspaces...)? Or do I need to clean them myself?

Andy