Owen Harris will direct the project, which is set in the music industry at the height of Britpop in 1990s.
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Niven's 2008 novel was based on his own experiences as an A&R man for prominent record labels in London.
Both Robert Pattinson and Rafe Spall had previously been linked to the role of Steven Stelfox in the film.