If Jesus, father and holyspirit is really one, then why would Jesus say this?

If Jesus is God then who was He crying out to on the cross?There are many instances in the bible that clearly demonstrate they are not one and the same. God and Jesus were of the same spirit. Jesus was made in God's spiritual image. So were we. God is our father and Jesus is our brother.