We introduce B u w -function spaces which unify Lebesgue, Morrey-Campanato, Lipschitz, B p , CMO, local Morrey-type spaces, etc., and investigate the interpolation property of B u w -function spaces. We also apply it to the boundedness of linear and sublinear operators, for example, the Hardy-Littlewood maximal and fractional maximal operators, singular and fractional integral operators with rough kernel, the Littlewood-Paley operator, Marcinkiewicz operator, and so on.