code: def test_user_param_parsing():
      # Scalar input should return itself, as a integer
      scalar_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=5
      )
      assert scalar_input == 5
      assert type(scalar_input) == int
  
      # A float input should return itself as a float.
      float_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=1.01
      )
      assert float_input == 1.01
      assert type(float_input) == float
  
      # Lists are interpreted as [from, to, step] and should return a value between from and to
      # while respecting the step parameter.
      list_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=[-10, 10, 0.5]
      )
      assert -10 <= list_input <= 10
  
      list_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=[-10, 10, 0.01]
      )
      assert -10 <= list_input <= 10
  
      list_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=[-10, 10, 5]
      )
      assert -10 <= list_input <= 10
      assert list_input % 5 == 0
  
      list_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=[-10, 10, 2]
      )
      assert -10 <= list_input <= 10
      assert list_input % 2 == 0
  
      list_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=[2]
      )
      assert 0 <= list_input <= 2
      assert list_input in [0, 1, 2]
  
      list_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=[10, 12]
      )
      assert 10 <= list_input <= 12
      assert list_input in [10, 11, 12]
  
      # Tuples are interpreted as meaning a number of discrete values
      tuple_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=(2, 4, 6)
      )
      assert tuple_input in (2, 4, 6)
  
      tuple_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=(2.1, 4.2, 6.3)
      )
      assert tuple_input in (2.1, 4.2, 6.3)
  
      tuple_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=(2,)
      )  # Ensure it is interpreted
      assert tuple_input == 2  # as a tuple and not a scalar.
      assert type(tuple_input) == int
  
      tuple_input = Augmentor.ImageUtilities.parse_user_parameter(
          user_param=(2.2,)
      )
      assert tuple_input == 2.2
      assert type(tuple_input) == float
  
label_desc: Use image node_id 1 for calling a global function with example usage: test_user_param_parsing() without return types