Painting on plastic pipe can be tricky unless you follow certain surface preparation and/or use paints especially designed for plastic. This guide is about painting PVC pipe.
I'm am wondering if faux finish will stick to PVC pipe?
PVC Pipe takes paint very well if you sand it to slightly rough up the finish first. Then after the faux finish seal it very well, to discourage the paint from flaking or scraping off.