code: def parent_frame_arguments():
      """Returns parent frame arguments.
  
      When called inside a function, returns a dictionary with the caller's function
      arguments. These are positional arguments and keyword arguments (**kwargs),
      while variable arguments (*varargs) are excluded.
  
      When called at global scope, this will return an empty dictionary, since there
      are no arguments.
  
      WARNING: If caller function argument names are overloaded before invoking
      this method, then values will reflect the overloaded value. For this reason,
      we recommend calling `parent_frame_arguments` at the beginning of the
      function.
      """
      # All arguments and the names used for *varargs, and **kwargs
      (
          arg_names,
          variable_arg_name,
          keyword_arg_name,
          local_vars,
      ) = tf_inspect._inspect.getargvalues(  # pylint: disable=protected-access
          # Get the first frame of the caller of this method.
          tf_inspect._inspect.stack()[1][0]
      )  # pylint: disable=protected-access
  
      # Remove the *varargs, and flatten the **kwargs. Both are
      # nested lists.
      local_vars.pop(variable_arg_name, {})
      keyword_args = local_vars.pop(keyword_arg_name, {})
  
      final_args = {}
      # Copy over arguments and their values. In general, local_vars
      # may contain more than just the arguments, since this method
      # can be called anywhere in a function.
      for arg_name in arg_names:
          final_args[arg_name] = local_vars.pop(arg_name)
      final_args.update(keyword_args)
  
      return final_args
  
imports: import functools
  import hashlib
  import numpy
  from tensorflow.python.framework import constant_op
  from tensorflow.python.framework import dtypes
  from tensorflow.python.framework import ops
  from tensorflow.python.framework import tensor_shape
  from tensorflow.python.framework import tensor_util
  from tensorflow.python.ops import array_ops
  from tensorflow.python.ops import array_ops_stack
  from tensorflow.python.ops import check_ops
  from tensorflow.python.ops import cond
  from tensorflow.python.ops import control_flow_ops
  from tensorflow.python.ops import linalg_ops
  from tensorflow.python.ops import math_ops
  from tensorflow.python.ops import nn
  from tensorflow.python.util import tf_inspect
label_desc: Use image node_id 32 for calling a global function with example usage: parent_frame_arguments() and returns: final_args