The officer shall return the warrant and the recognizance, if any, received from the person so arrested, by the return day specified therein. If the person fails to make the return, a warrant of arrest, not bailable, may be issued against the person, specifying therein the cause of issuing it. The officer to whom the last-mentioned warrant is delivered shall execute it by arresting the person proceeded against, bringing the person personally before the court or officer, and detaining the person in custody until otherwise ordered.