The fascinating thing is that discrete symplectic integrators typically can only conserve one of the physical quantities exactly, eg angular momentum but not energy in orbital mechanics.

I have always wanted to know if there is any theorem that says one cannot preserve all of the standard invariants.

For example, we know for mappings that we cannot preserve angles, distances and area simultaneously.