The Jonathan Levine-directed movie will clash with "The Lego Movie 2" and action film "Silver and Black", reported Variety.
In the film, Rogen plays Fred Flarsky, an unemployed journalist who is a victim of misfortune and his self- destructive ways.
He tries to pursue Theron's character, who has been his childhood crush and babysitter, who now happens to be one of the most influential and unattainable women in the world.
The story has been penned by veteran comedy scribe Dan Sterling.
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