It would depend on what I'm doing. For water changes I will turn off everything for cleaning/maintenance, but for moving some decor around or fishing out leftover food with a net, everything stays on.
Nope, never do. Most of the time I leave it all on during water changes to because I add as I subtract so the water level never drops much. It's easier that way.