They have had their fair share of 'stormy weather' [=they have had many problems] in their marriage.
They are 'fair-weather' friends. [=they are friends when you are successful but not when you fail]
They had to 'weather' [='get through'] some difficult times in the early years of their marriage.
(..) Oh, no! Oh, man! Sid Phillips reporting. Launch of the shuttle has been delayed due to adverse weather conditions at the launch site. Tomorrow's forecast, sunny. Sweet dreams. I looked everywhere, honey, but all I could find was your hat. (..)1995 Toy Story