I guess you could, but I don't know how healthy rain water is.... why not just get what you can done and continue later? Instead of sitting around doing nothing while waiting for the rain to stop at least you'd get part of it done.
If its raining too hard though it'd be bad because it would be constantly washing away or diluting your lube.