Generally we scrape the ice off with one of those scrapers unless you're lucky enough to have a garage, of course then you just have to hope the ice and snow isn't completely blocking the door to the point where you have to shovel.
It's more of a pain now that I live in the south since I fully expect the unnatural warmness all year round to NOT include icy windshields, but it still happens on occasion.