Several stars of the series have publicly spoken about their eagerness for a movie, and posted their excitement online.
Hugh Bonneville (Robert Crawley) tweeted "2019", probably referring to when the movie would be released. "The secret's out," Michelle Dockery (who played Lady Mary) wrote on Instagram.
"Delighted to announce we're getting the band back together," tweeted Joanne Froggatt (who played Anna Bates).
Chatter about a possible movie persisted for years. But one star who's been less than thrilled with the prospect of a feature-length film? Maggie Smith, who won three Emmys and a Golden Globe for her portrayal of the Dowager Countess of Grantham. She's long dismissed the idea of a movie after six seasons.
"I can't - what age would she be?" she told Graham Norton in 2015.
"I'm glad it's over, I really am," she told him about the series ending. "By the time we finished, she must have been about 110. It couldn't go on and on, it just didn't make sense."
Series creator Julian Fellowes is penning the screenplay, with series pilot director Brian Percival returning to direct the film. The movie will be produced by Carnival films and distributed by Focus Features and Universal Pictures International.
"When the television series drew to a close it was our dream to bring the millions of global fans a movie, and now, after getting many stars aligned, we are shortly to go into production," said Carnival executive chairman and the film's producer, Gareth Neame.
The period drama chronicles the lives of the aristocratic Crawleys (the upstairs) and their servants (the downstairs).