There's a couple of places along Albany hwy. But not a lot in that area. Try another google search for Canningvale Accommodation mate.
here's one
Tea Tree Manor : Canning Vale, Cottage/ House holiday accommodation
But everything else is about 20 minutes away from where you need to be.