What did Columbus have to do with cannibalism?

Columbus reached the Americas only to find that some of the natives inhabiting it practiced cannibalism. They were savage people who could not be reasoned with and there was no way Columbus could have explained his visions and plans to them so he had to order his men to finish off most of them.