code: def args_to_frontend(
      backend: str,
      *args,
      frontend_array_fn=None,
      include_derived=None,
      **kwargs,
  ):
      with BackendHandler.update_backend(backend) as ivy_backend:
          frontend_args = ivy_backend.nested_map(
              arrays_to_frontend(
                  backend=backend, frontend_array_fn=frontend_array_fn
              ),
              args,
              include_derived,
              shallow=False,
          )
          frontend_kwargs = ivy_backend.nested_map(
              arrays_to_frontend(
                  backend=backend, frontend_array_fn=frontend_array_fn
              ),
              kwargs,
              include_derived,
              shallow=False,
          )
          return frontend_args, frontend_kwargs
  
imports: import copy
  import time
  from typing import Union, List, Optional
  import numpy
  import types
  import importlib
  import inspect
  from collections import OrderedDict
  from .globals import mod_backend
  from .pipeline_helper import BackendHandler, BackendHandlerMode, get_frontend_config
  import ivy
  from ivy_tests.test_ivy.helpers.test_parameter_flags import FunctionTestFlags
  import ivy_tests.test_ivy.helpers.test_parameter_flags
  import ivy_tests.test_ivy.helpers.globals
  from ivy.functional.ivy.data_type import _get_function_list, _get_functions_from_string
  from ivy_tests.test_ivy.test_frontends import NativeClass
  from ivy_tests.test_ivy.helpers.structs import FrontendMethodData
  from ivy_tests.test_ivy.helpers.testing_helpers import _create_transpile_report
  from .assertions import value_test, assert_same_type, check_unsupported_dtype
label_desc: Use image node_id 38 for calling a global function with example usage: args_to_frontend(backend) and returns: frontend_args,  frontend_kwargs