Have done it a couple times Tom. It's a pain but it can be done.
You might want to give the clamps a nudge to tighten them up before disturbing anything. Wrap up the compressor in an old towel or blanket and pull it over as far away from everything that you can. It will be in the way for a lot of what you need to do but you'll probably get used to working around it.