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.
(..) is eviscerated by %. And more importantly to you guys on the road, no more Christmases in a hotel in Tulsa, no more hours lost to weather delays. You get to come home. Tell me you're not taking this seriously. That's why I brought the entire company in from the road, (..)2009 Up in the Air