code: def wrap_np_binary_func(func):
      """A convenience decorator for wrapping numpy-compatible binary ufuncs to provide uniform
      error handling.
  
      Parameters
      ----------
      func : a numpy-compatible binary function to be wrapped for better error handling.
  
      Returns
      -------
      Function
          A function wrapped with proper error handling.
      """
  
      @functools.wraps(func)
      def _wrap_np_binary_func(x1, x2, out=None, **kwargs):
          if len(kwargs) != 0:
              for key, value in kwargs.items():
                  # if argument is not in the set of ufunc arguments
                  if key not in _np_ufunc_default_kwargs:
                      raise TypeError(
                          "{} is an invalid keyword to function '{}'".format(
                              key, func.__name__
                          )
                      )
                  # if argument is one of the ufunc arguments, but not with the default value
                  if value != _np_ufunc_default_kwargs[key]:
                      # if the provided value of the argument is a legal option, raise NotImplementedError
                      if np_ufunc_legal_option(key, value):
                          raise NotImplementedError(
                              "{}={} is not implemented yet".format(
                                  key, str(value)
                              )
                          )
                      # otherwise raise TypeError with not understood error message
                      raise TypeError(
                          "{} {} not understood".format(key, value)
                      )
          return func(x1, x2, out=out)
  
      return _wrap_np_binary_func
  
imports: import ctypes
  import functools
  import inspect
  import threading
  import tempfile
  import platform
  from contextlib import contextmanager
  from struct import calcsize
  from .base import _LIB, check_call, c_str, py_str, numeric_types, integer_types, long, _MAX_VALUE_64_BIT_UNSIGNED_, _MAX_VALUE_64_BIT_SIGNED_, _MAX_VALUE_FLOAT32_REPRESENT_
label_desc: Use image node_id 15 for calling a global function with example usage: wrap_np_binary_func(func) and returns: _wrap_np_binary_func, func