You do not need to tape drains or faucet openings. However, you should seal around water pipes coming through the wall into the room. This can be done in advance with caulk or other appropriate material to eliminate any air leaks.
Taping drains and faucets in the bathroom for shelter-in place
Last Updated: 08/28/2019