I don't know, I guess one thought comes to mind: you know part of someone if you have been involved with them in a way that has changed them, and if you are aware of what the change is.

Can we ever know anyone completely -- of course not. Wouldn't make any sense. I have noticed that when I am interested in someone or care about them, it's not really because they seem familiar or easy to understand. There is value in mystery.