long time
A lengthy amount of time. We've been waiting here for a long time. When will we be seated? Oh, I've known Holly for a long time—since grade school, in fact!
long time no see
A phrase used when one encounters someone after having not seen them for a long period of time. Hey, Al, long time no see! How have you been?