We usually bring $500 or so for a 10 day stay. $50 of that is in ones and fives for tips and small purchases. We usually run out of small bills but end up bringing a couple hundred back home. We make most of our purchases on credit cards, just like home.

Keep in mind that restaurant tips are cash; you can't charge those.