Are liquids compressible?

If we take a cyclindrical container, fill any liquid upto certain level and then put a piston such that it touches the surface of water. If we start compressing the liquid, will the liquid compress? Assuming the walls to be perfectly rigid...this questoin arised from the topic ,"are liquids compressible"?