Latest PETER RABBIT Featurettes Watch the new PETER RABBIT featurettes! The film, directed by Will Gluck (Annie, Easy A), stars Domhnall Gleeson, Rose Byrne, and the voice talents of James Corden, Margot Robbie, Daisy Ridley, and Elizabeth Debicki. PETER RABBIT will be released in theaters on February 9. Feature adaptation of Beatrix Potter’s classic tale of a rebellious rabbit trying to sneak into a farmer’s vegetable garden.