Quentin Tarantino, 2003. The Bride's revenge across multiple genres in one film.
From Wikipedia
Kill Bill: Volume 1 is a 2003 American martial arts film written and directed by Quentin Tarantino. It stars Uma Thurman as Beatrix "the Bride" Kiddo, a mercenary who swears revenge on a group of assassins and their leader, Bill, after they try to kill her and her unborn child. Her journey takes her to Tokyo, where she battles the yakuza.