Cal. Mil. & Vet. Code § 390

No person belonging to or on duty with the active militia of the state, or engaged in the performance of military duty on call of the Governor or in pursuance of an order of the President of the United States shall be arrested on any civil process while going to, remaining at, or returning from any place at which he may be required to attend for military duty.