How do I recover blocked messages and phone calls from IPhone 7 plus?

Any blocked number can still leave a voice message. If there are none from that number, that is because they never left any messages. Your call log will only show the last most recent 100 calls, but you may be able to see more from your account detailed billing information with your carrier.