How much do you need them? I think that will determine your course of action. If you can't afford to lose them, then I guess there is nothing you can do, but continue to take their crappy attitude. If you decide that you can afford to lose them and find someone else to fill the space, then tell them what YOU want. You're raising the rate and that's that. If they don't like it, they can go somewhere else.