Preheat oven to 350 degrees F (325 for glass baking dish). Grease a 9x13 baking pan.
Dump undrained pineapple into the baking dish and spread it out evenly.
Using a spoon, dump globs of cherry pie filling on top of the pineapple.
Sprinkle the cake mix evenly over the cherry and pineapple layers.
Cut butter into slices with a butter knife and place slices evenly over cake mix.
Bake for one hour.
To serve, scoop cake out with a large spoon like a cobbler, and dump it on a nice plate. A scoop of vanilla ice cream dumped on top is delicious! Serve warm or cold.