Peter Rabbit 2: The Runaway: Directed by Will Gluck. With Rose Byrne, Domhnall Gleeson, David Oyelowo, James Corden. Thomas and Bea are now married and living with Peter and his rabbit family. Bored of life in the garden, Peter goes to the big city, wher