Cherry Pineapple Dump Cherry dump cake recipe is an easy 5 ingredient classic! This Cherry Pineapple Dump Cake recipe is an easy 5 ingredient classic! Made with cherry pie filling, crushed pineapple and yellow cake mix, it’s a simple dessert recipe that hits all the right notes.