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Training Day is a 2001 American crime drama film directed by Antoine Fuqua and written by David Ayer. The film stars Denzel Washington, Ethan Hawke, Scott Glenn, Eva Mendes, and Macy Gray. Washington portrays Alonzo Harris, a corrupt Los Angeles Police Department narcotics detective who takes rookie Jake Hoyt (Hawke) under his wing for a day-long tour of duty. Gray portrays District Attorney Joanne Madison.