How much seen material/questions should an exam paper contain?
If you hadn't included the "graduate school" tag, I would say this is both common and appropriate. My exams for undergrads are about half familiar material, that I've specifically indicated to them could appear on the exam. That way, most everyone who studies can at least pass.

But ideally, grad school should be more challenging than that.