Systems and methods for multi-modality data processing are provided. Thus, the wiped-away ink or the like is collected in a portion between the black ejection opening array and the color ejection opening arrays so as to be away from the corresponding ejection opening arrays, and is then wiped by another blade. The suction and outlet manifolds are incorporated in a manifold assembly that connects the pair of diaphragms for coordinated reciprocation.