code: def test_decorated_function(ray_start_regular):
      def function_invocation_decorator(f):
          def new_f(args, kwargs):
              # Reverse the arguments.
              return f(args[::-1], {"d": 5}), kwargs
  
          return new_f
  
      def f(a, b, c, d=None):
          return a, b, c, d
  
      f.__ray_invocation_decorator__ = function_invocation_decorator
      f = ray.remote(f)
  
      result_id, kwargs = f.remote(1, 2, 3, d=4)
      assert kwargs == {"d": 4}
      assert ray.get(result_id) == (3, 2, 1, 5)
  
imports: import logging
  import os
  import pickle
  import socket
  import sys
  import time
  import numpy
  import pytest
  import ray
  import ray._private.utils
  import ray.cluster_utils
  import ray.util.accelerators
  from ray._private.test_utils import check_call_ray, wait_for_num_actors
  import setproctitle
label_desc: Use image node_id 14 for calling a global function with example usage: test_decorated_function(ray_start_regular) and returns: new_f, a,  b,  c,  d, f,  kwargs