Properly update the converted function's __kwdefaults__.

Fix getcallargs to avoid parameter clashes when the kwargs include "func". This same fix has been applied in the Python 3 library. See https://bugs.python.org/issue20108.

PiperOrigin-RevId: 249154695

tensorflow/python/autograph/impl/api.py

@@ -26,11 +26,14 @@ import os
 import pdb
 import re
 import sys
-import textwrap
 import traceback
-
+import textwrap
 from enum import Enum
 
+# pylint:disable=g-bad-import-order
+import six
+# pylint:enable=g-bad-import-order
+
 from tensorflow.python.autograph.core import converter
 from tensorflow.python.autograph.impl import conversion
 from tensorflow.python.autograph.operators import py_builtins
@@ -425,11 +428,16 @@ def converted_call(f, owner, options, args, kwargs):
     if logging.has_verbosity(2):
       logging.log(2, 'Defaults of %s : %s', converted_f,
                   converted_f.__defaults__)
+      if six.PY3:
+        logging.log(2, 'KW defaults of %s : %s',
+                    converted_f, converted_f.__kwdefaults__)
+
       if kwargs is not None:
         callargs = tf_inspect.getcallargs(converted_f, *effective_args,
                                           **kwargs)
       else:
         callargs = tf_inspect.getcallargs(converted_f, *effective_args)
+
       formatted_callargs = '\n'.join(
           '    {}: {}'.format(k, v) for k, v in callargs.items())
       logging.log(2, 'Calling %s with\n%s\n', converted_f, formatted_callargs)

tensorflow/python/autograph/impl/conversion.py

@@ -283,6 +283,8 @@ def _instantiate(entity, converted_entity_info, free_nonglobal_var_names):
   if tf_inspect.isfunction(entity) or tf_inspect.ismethod(entity):
     # Attach the default argument to the converted function.
     converted_entity.__defaults__ = entity.__defaults__
+    if hasattr(entity, '__kwdefaults__'):
+      converted_entity.__kwdefaults__ = entity.__kwdefaults__
 
   return converted_entity
 

tensorflow/python/util/tf_inspect.py

@@ -257,12 +257,12 @@ def getfullargspec(obj):
   return _getfullargspec(target)
 
 
-def getcallargs(func, *positional, **named):
+def getcallargs(*func_and_positional, **named):
   """TFDecorator-aware replacement for inspect.getcallargs.
 
   Args:
-    func: A callable, possibly decorated
-    *positional: The positional arguments that would be passed to `func`.
+    *func_and_positional: A callable, possibly decorated, followed by any
+      positional arguments that would be passed to `func`.
     **named: The named argument dictionary that would be passed to `func`.
 
   Returns:
@@ -273,6 +273,8 @@ def getcallargs(func, *positional, **named):
   it. If no attached decorators modify argspec, the final unwrapped target's
   argspec will be used.
   """
+  func = func_and_positional[0]
+  positional = func_and_positional[1:]
   argspec = getfullargspec(func)
   call_args = named.copy()
   this = getattr(func, 'im_self', None) or getattr(func, '__self__', None)
@@ -285,6 +287,10 @@ def getcallargs(func, *positional, **named):
     for arg, value in zip(argspec.args[-default_count:], argspec.defaults):
       if arg not in call_args:
         call_args[arg] = value
+  if argspec.kwonlydefaults is not None:
+    for k, v in argspec.kwonlydefaults.items():
+      if k not in call_args:
+        call_args[k] = v
   return call_args
 
 

tensorflow/python/util/tf_inspect_test.py

@@ -594,6 +594,28 @@ class TfInspectGetCallArgsTest(test.TestCase):
 
     self.assertEqual({}, tf_inspect.getcallargs(empty))
 
+  def testClashingParameterNames(self):
+
+    def func(positional, func=1, func_and_positional=2, kwargs=3):
+      return positional, func, func_and_positional, kwargs
+
+    kwargs = {}
+    self.assertEqual(
+        tf_inspect.getcallargs(func, 0, **kwargs), {
+            'positional': 0,
+            'func': 1,
+            'func_and_positional': 2,
+            'kwargs': 3
+        })
+    kwargs = dict(func=4, func_and_positional=5, kwargs=6)
+    self.assertEqual(
+        tf_inspect.getcallargs(func, 0, **kwargs), {
+            'positional': 0,
+            'func': 4,
+            'func_and_positional': 5,
+            'kwargs': 6
+        })
+
   def testUnboundFuncWithOneParamPositional(self):
 
     def func(a):