They shall keep a book for the entry of warrants on the county treasurer, showing number, date, amount and name of the payee of each warrant drawn on the treasury, which book may be known as the “Warrant Book,” and the warrants shall be numbered in relation to the order and decision allowing the amount for which the same was drawn.