The article reports the lattice pattern self-assemble formation of polystyrene thin films. According to a simple observing device which using dark-field microscope, we collect a series of dynamitic image that air bubbles form a two-dimensionally or three-dimensionally ordered array in polymer film with Marangoni convection effect. In order to explain the array formation, we also provide two new models to discuss the phenomenon about 2D & 3D structure in this paper.