code: def _manhattan_distance(vec_a, vec_b):
      
      if len(vec_a) != len(vec_b):
          raise ValueError('len(vec_a) must equal len(vec_b)')
      return sum(map(lambda a, b: abs(a - b), vec_a, vec_b))
docs: Return manhattan distance between two lists of numbers.