The way VMs handle this doesn't carry the same semantics as the way you can with Docker. There's a finer-grain composability with Docker that is much more awkward with VMs.

Docker may not be as great as a virtualization tool as VMs -- security concerns, complexity, etc. -- but it is a much better package management tool.