The story of Semi-Pro takes place in the world of professional basketball in the 1970s.
Farrell will play Jackie Moon, the flambouyant owner/player/coach of a Flint, Michigan team.
In addition to Farrell, Woody Harrelson will star in the comedy.
Filming is set to begin in early 2007.