Lightly sweetened filling with cherries, vanilla and almond extract. It's to die for. This one is easy, too - Mix, Fill and Bake. That's it. The hardest part is pitting the cherries. For that, you might want to buy a cherry pitter or if you're like us, cheat and use one of our suggestions below for how to pit cherries without a cherry pitter.