Compress as a gas? Or as space?

If as a gas this vacuum is emptiness, if we put its in the chamber with piston and then to squeeze the piston it will be easily to move  without any resistance, but in the atmosphere it will not shrink under the influence of the atmosphere pressure.

Concerning the compression of space I will say just that I very much hope that it is possible, we can overcome the speed of light