Yeah, calling the cops on a drunk who fully intends to drive is the right choice. Physically taking keys away, or otherwise being physical is not a good idea. Just call the cops ASAP, and give them the tags of the car. Don't even have to wait for the drunk to get into the car...
We do have a duty to do what is right.