What you are asking are transport properties of materials, which represent the response of the system to an external perturbation (such as electric field) so that you cannot obtain just from band structure.
For the transport of the classical particle, you can solve the Boltzmann transport equation, from which you can derive the Drude formula for conductivity. For fully quantum treatment, you can use nonequilibrium Green's function method (or Keldysh formalism), from which you can derive the current formula and transmission coefficient.
From bandstructure, you can obtain mobility, see section3.4 in this paper.