When we consider molecular structure,we usually think about a molecules bonded structure in 2D or 3D.However,the protein active site sees only the overall shape of the molecule and its chemical features(such as hydrogen bond donors and acceptors,hydrophobic features etc.).We will show that using molecular shape and chemical feature comparison directly is a very effective method for virtual screening.