Anne Hathaway is heading somewhere over the rainbow. The Oscar-nominated actress is set to play Judy Garland in both film and stage adaptations of Gerald Clarke's 2000 biography. It's titled “Get Happy: The Life of Judy Garland.” The announcement was made Monday by Weinstein Co. boss Harvey Weinstein. Hathaway was nominated for an Oscar for her lead role in last year's “Rachel Getting Married.” Garland is perhaps best known for starring in 1939's “The Wizard of Oz”.