They do try to fix it and in the vast majority of cases it's a bunch of hours. If it's longer than that, people have electric heaters, some use their gas stoves... you can kind of handle that for a short while.

And it's usually quite localized, some blocks don't have it, obviously if it affects large chunks of the population priority goes up.