I always just kept mine going, that way if there was ever an unexpectedly warm fall day you would be covered. It's on a controller, so it's really just a matter of water flowing through a device that's off.
When you do take it offline, make sure you flush it with a ton of fresh water to get rid of any detritus that may have worked it's way into the unit. Maybe hit it with a bottle brush.