Final film of Fats Waller. On December 15, 1943, less than five months after the film's July 21 opening in Manhattan, Waller, age 39, died of pneumonia on a train stopped at Union Station in Kansas City, Missouri. Having fallen ill during an engagement at the Zanzibar Room in Hollywood, he had boarded the Santa Fe Chief in Los Angeles and was headed for New York City.