 Director Busby Berkeley (qv) came up with an imaginative swimming  number for Esther Williams (I) (qv) and Gene Kelly (I) (qv) but  Kelly didnt want it in the movie. So instead they did "The Baby  Doll" number. Eventually the "Baby Doll" number was taken out of the  final film.