The interest here is in dynamical systems which are close to transformation groups, in particular partial group actions, semigroup actions, inverse semigroup actions, and topological higher rank graphs. Under suitable assumptions, their properties are well encoded by a groupoid and a group-valued cocycle. I shall present some examples and applications, in particular with respect to the amenability of these dynamical systems. This talk will be partly based on a joint work with D. Williams.