arduino - What device can measure the amount of water though a line?

My dream device is a way to quickly make tea. I can use most of the parts from a Mr. Coffee tea maker but the last part is a way to start the flow of water, measure say, 1/2 a gallon and then stop the flow. It can't be hard . . . ice makers do it all the time. How does an ice maker do it?