Hubert Durieux is a banker in a small French town who is struggling to keep up with the demands of all the women in his life. Just when things couldn’t get any worse, his precious white Citroën is stolen under his eyes by a beautiful gypsy girl, Mona.

In 1960, in a coastal town near to Nantes, Jean Ripoche lives with his wife Liliane, their four children and Liliane's father Lucien. Jean divides his time between running his plumbing business and making a float for the Nantes carnival.