The transitional fluid flow in a two-dimension groove is simulated by DSMC method. The velocity vector and isotherm are shown at different Knudsen numbers、different span-chord ratios and different temperature wall. The limitation of the DSMC method in simulating the all-velocity flow field is also discussed.