The short answer is ~150mb. The long answer is that is a ~50mb initial download and then the app will dynamically download characters, pets, houses, etc as needed. The more you play the more it will grow until you have downloaded everything. If it gets too large you can always clear the saved files and it will reset back down to 50mb.
Reference