The ergodic decomposition theorem is a cornerstone result of dynamical systems and theory. It states that every invariant measure on system mixture ones. Here we formulate prove the in terms string diagrams, using formalism Markov categories. We recover usual measure-theoretic statement by instantiating our category stochastic kernels. Along way give conceptual treatment several concepts theory...