Why my spotlight pass through wall after I build the lights?

Today I do some volumetric fog & light test for my scene, when I use sky light it works, when I switch to spotlight, it works fine before I build the lights for the scene, then the light just pass through the wall. You can check the screenshot, it should be blocked by the wall right?

Anyone know why this happened? How to fix it?