Note that the melody is hexatonic, lacking the 6th. My choice for arranging it would be to set it with harmonies constrained to the same hexatonic scale, or to set it in the dorian mode (allowing the harmonies to include B-natural). It could also, of course, be set in the aeolian mode.

T.