Vigna unguiculata
Often called Yard Long Beans or Snake Beans, it is obvious how they get the name. A popular bean in Asian cuisine, these thrive in hot and humid weather. Grown up a trellis like a pole bean, these are actually in the cowpea family. The plant will produce beans until the first frost and is a pollinator magnet.