aboutsummaryrefslogtreecommitdiffstats
path: root/contrib/python/ipython/py2/IPython/utils/_signatures.py
blob: 9f403618ce4f7fc1902008367ffd2bb822a7413e (plain) (blame)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
"""Function signature objects for callables. 
 
Back port of Python 3.3's function signature tools from the inspect module, 
modified to be compatible with Python 2.7 and 3.2+. 
""" 
 
#----------------------------------------------------------------------------- 
#  Python 3.3 stdlib inspect.py is public domain 
#  
#  Backports Copyright (C) 2013 Aaron Iles 
#  Used under Apache License Version 2.0 
# 
#  Further Changes are Copyright (C) 2013 The IPython Development Team 
# 
#  Distributed under the terms of the BSD License.  The full license is in 
#  the file COPYING, distributed as part of this software. 
#----------------------------------------------------------------------------- 
 
from __future__ import absolute_import, division, print_function 
import itertools 
import functools 
import re 
import types 
import inspect
 
 
# patch for single-file 
# we don't support 2.6, so we can just import OrderedDict 
from collections import OrderedDict 
 
__version__ = '0.3' 
# end patch 
 
__all__ = ['BoundArguments', 'Parameter', 'Signature', 'signature'] 
 
 
_WrapperDescriptor = type(type.__call__) 
_MethodWrapper = type(all.__call__) 
 
_NonUserDefinedCallables = (_WrapperDescriptor, 
                            _MethodWrapper, 
                            types.BuiltinFunctionType) 
 
 
def formatannotation(annotation, base_module=None): 
    if isinstance(annotation, type): 
        if annotation.__module__ in ('builtins', '__builtin__', base_module): 
            return annotation.__name__ 
        return annotation.__module__+'.'+annotation.__name__ 
    return repr(annotation) 
 
 
def _get_user_defined_method(cls, method_name, *nested): 
    try: 
        if cls is type: 
            return 
        meth = getattr(cls, method_name) 
        for name in nested: 
            meth = getattr(meth, name, meth) 
    except AttributeError: 
        return 
    else: 
        if not isinstance(meth, _NonUserDefinedCallables): 
            # Once '__signature__' will be added to 'C'-level 
            # callables, this check won't be necessary 
            return meth 
 
 
def signature(obj): 
    '''Get a signature object for the passed callable.''' 
 
    if not callable(obj): 
        raise TypeError('{0!r} is not a callable object'.format(obj)) 
 
    if inspect.ismethod(obj):
        if obj.__self__ is None: 
            # Unbound method - treat it as a function (no distinction in Py 3) 
            obj = obj.__func__ 
        else: 
            # Bound method: trim off the first parameter (typically self or cls) 
            sig = signature(obj.__func__) 
            return sig.replace(parameters=tuple(sig.parameters.values())[1:]) 
 
    try: 
        sig = obj.__signature__ 
    except AttributeError: 
        pass 
    else: 
        if sig is not None: 
            return sig 
 
    try: 
        # Was this function wrapped by a decorator? 
        wrapped = obj.__wrapped__ 
    except AttributeError: 
        pass 
    else: 
        return signature(wrapped) 
 
    if inspect.isfunction(obj):
        return Signature.from_function(obj) 
 
    if isinstance(obj, functools.partial): 
        sig = signature(obj.func) 
 
        new_params = OrderedDict(sig.parameters.items()) 
 
        partial_args = obj.args or () 
        partial_keywords = obj.keywords or {} 
        try: 
            ba = sig.bind_partial(*partial_args, **partial_keywords) 
        except TypeError as ex: 
            msg = 'partial object {0!r} has incorrect arguments'.format(obj) 
            raise ValueError(msg) 
 
        for arg_name, arg_value in ba.arguments.items(): 
            param = new_params[arg_name] 
            if arg_name in partial_keywords: 
                # We set a new default value, because the following code 
                # is correct: 
                # 
                #   >>> def foo(a): print(a) 
                #   >>> print(partial(partial(foo, a=10), a=20)()) 
                #   20 
                #   >>> print(partial(partial(foo, a=10), a=20)(a=30)) 
                #   30 
                # 
                # So, with 'partial' objects, passing a keyword argument is 
                # like setting a new default value for the corresponding 
                # parameter 
                # 
                # We also mark this parameter with '_partial_kwarg' 
                # flag.  Later, in '_bind', the 'default' value of this 
                # parameter will be added to 'kwargs', to simulate 
                # the 'functools.partial' real call. 
                new_params[arg_name] = param.replace(default=arg_value, 
                                                     _partial_kwarg=True) 
 
            elif (param.kind not in (_VAR_KEYWORD, _VAR_POSITIONAL) and 
                            not param._partial_kwarg): 
                new_params.pop(arg_name) 
 
        return sig.replace(parameters=new_params.values()) 
 
    sig = None 
    if isinstance(obj, type): 
        # obj is a class or a metaclass 
 
        # First, let's see if it has an overloaded __call__ defined 
        # in its metaclass 
        call = _get_user_defined_method(type(obj), '__call__') 
        if call is not None: 
            sig = signature(call) 
        else: 
            # Now we check if the 'obj' class has a '__new__' method 
            new = _get_user_defined_method(obj, '__new__') 
            if new is not None: 
                sig = signature(new) 
            else: 
                # Finally, we should have at least __init__ implemented 
                init = _get_user_defined_method(obj, '__init__') 
                if init is not None: 
                    sig = signature(init) 
    elif not isinstance(obj, _NonUserDefinedCallables): 
        # An object with __call__ 
        # We also check that the 'obj' is not an instance of 
        # _WrapperDescriptor or _MethodWrapper to avoid 
        # infinite recursion (and even potential segfault) 
        call = _get_user_defined_method(type(obj), '__call__', 'im_func') 
        if call is not None: 
            sig = signature(call) 
 
    if sig is not None: 
        return sig 
 
    if isinstance(obj, types.BuiltinFunctionType): 
        # Raise a nicer error message for builtins 
        msg = 'no signature found for builtin function {0!r}'.format(obj) 
        raise ValueError(msg) 
 
    raise ValueError('callable {0!r} is not supported by signature'.format(obj)) 
 
 
class _void(object): 
    '''A private marker - used in Parameter & Signature''' 
 
 
class _empty(object): 
    pass 
 
 
class _ParameterKind(int): 
    def __new__(self, *args, **kwargs): 
        obj = int.__new__(self, *args) 
        obj._name = kwargs['name'] 
        return obj 
 
    def __str__(self): 
        return self._name 
 
    def __repr__(self): 
        return '<_ParameterKind: {0!r}>'.format(self._name) 
 
 
_POSITIONAL_ONLY        = _ParameterKind(0, name='POSITIONAL_ONLY') 
_POSITIONAL_OR_KEYWORD  = _ParameterKind(1, name='POSITIONAL_OR_KEYWORD') 
_VAR_POSITIONAL         = _ParameterKind(2, name='VAR_POSITIONAL') 
_KEYWORD_ONLY           = _ParameterKind(3, name='KEYWORD_ONLY') 
_VAR_KEYWORD            = _ParameterKind(4, name='VAR_KEYWORD') 
 
 
class Parameter(object): 
    '''Represents a parameter in a function signature. 
 
    Has the following public attributes: 
 
    * name : str 
        The name of the parameter as a string. 
    * default : object 
        The default value for the parameter if specified.  If the 
        parameter has no default value, this attribute is not set. 
    * annotation 
        The annotation for the parameter if specified.  If the 
        parameter has no annotation, this attribute is not set. 
    * kind : str 
        Describes how argument values are bound to the parameter. 
        Possible values: `Parameter.POSITIONAL_ONLY`, 
        `Parameter.POSITIONAL_OR_KEYWORD`, `Parameter.VAR_POSITIONAL`, 
        `Parameter.KEYWORD_ONLY`, `Parameter.VAR_KEYWORD`. 
    ''' 
 
    __slots__ = ('_name', '_kind', '_default', '_annotation', '_partial_kwarg') 
 
    POSITIONAL_ONLY         = _POSITIONAL_ONLY 
    POSITIONAL_OR_KEYWORD   = _POSITIONAL_OR_KEYWORD 
    VAR_POSITIONAL          = _VAR_POSITIONAL 
    KEYWORD_ONLY            = _KEYWORD_ONLY 
    VAR_KEYWORD             = _VAR_KEYWORD 
 
    empty = _empty 
 
    def __init__(self, name, kind, default=_empty, annotation=_empty, 
                 _partial_kwarg=False): 
 
        if kind not in (_POSITIONAL_ONLY, _POSITIONAL_OR_KEYWORD, 
                        _VAR_POSITIONAL, _KEYWORD_ONLY, _VAR_KEYWORD): 
            raise ValueError("invalid value for 'Parameter.kind' attribute") 
        self._kind = kind 
 
        if default is not _empty: 
            if kind in (_VAR_POSITIONAL, _VAR_KEYWORD): 
                msg = '{0} parameters cannot have default values'.format(kind) 
                raise ValueError(msg) 
        self._default = default 
        self._annotation = annotation 
 
        if name is None: 
            if kind != _POSITIONAL_ONLY: 
                raise ValueError("None is not a valid name for a " 
                                 "non-positional-only parameter") 
            self._name = name 
        else: 
            name = str(name) 
            if kind != _POSITIONAL_ONLY and not re.match(r'[a-z_]\w*$', name, re.I): 
                msg = '{0!r} is not a valid parameter name'.format(name) 
                raise ValueError(msg) 
            self._name = name 
 
        self._partial_kwarg = _partial_kwarg 
 
    @property 
    def name(self): 
        return self._name 
 
    @property 
    def default(self): 
        return self._default 
 
    @property 
    def annotation(self): 
        return self._annotation 
 
    @property 
    def kind(self): 
        return self._kind 
 
    def replace(self, name=_void, kind=_void, annotation=_void, 
                default=_void, _partial_kwarg=_void): 
        '''Creates a customized copy of the Parameter.''' 
 
        if name is _void: 
            name = self._name 
 
        if kind is _void: 
            kind = self._kind 
 
        if annotation is _void: 
            annotation = self._annotation 
 
        if default is _void: 
            default = self._default 
 
        if _partial_kwarg is _void: 
            _partial_kwarg = self._partial_kwarg 
 
        return type(self)(name, kind, default=default, annotation=annotation, 
                          _partial_kwarg=_partial_kwarg) 
 
    def __str__(self): 
        kind = self.kind 
 
        formatted = self._name 
        if kind == _POSITIONAL_ONLY: 
            if formatted is None: 
                formatted = '' 
            formatted = '<{0}>'.format(formatted) 
 
        # Add annotation and default value 
        if self._annotation is not _empty: 
            formatted = '{0}:{1}'.format(formatted, 
                                       formatannotation(self._annotation)) 
 
        if self._default is not _empty: 
            formatted = '{0}={1}'.format(formatted, repr(self._default)) 
 
        if kind == _VAR_POSITIONAL: 
            formatted = '*' + formatted 
        elif kind == _VAR_KEYWORD: 
            formatted = '**' + formatted 
 
        return formatted 
 
    def __repr__(self): 
        return '<{0} at {1:#x} {2!r}>'.format(self.__class__.__name__, 
                                           id(self), self.name) 
 
    def __hash__(self): 
        msg = "unhashable type: '{0}'".format(self.__class__.__name__) 
        raise TypeError(msg) 
 
    def __eq__(self, other): 
        return (issubclass(other.__class__, Parameter) and 
                self._name == other._name and 
                self._kind == other._kind and 
                self._default == other._default and 
                self._annotation == other._annotation) 
 
    def __ne__(self, other): 
        return not self.__eq__(other) 
 
 
class BoundArguments(object): 
    '''Result of :meth:`Signature.bind` call.  Holds the mapping of arguments 
    to the function's parameters. 
 
    Has the following public attributes: 
 
    arguments : :class:`collections.OrderedDict` 
      An ordered mutable mapping of parameters' names to arguments' values. 
      Does not contain arguments' default values. 
    signature : :class:`Signature` 
      The Signature object that created this instance. 
    args : tuple 
      Tuple of positional arguments values. 
    kwargs : dict 
      Dict of keyword arguments values. 
    ''' 
 
    def __init__(self, signature, arguments): 
        self.arguments = arguments 
        self._signature = signature 
 
    @property 
    def signature(self): 
        return self._signature 
 
    @property 
    def args(self): 
        args = [] 
        for param_name, param in self._signature.parameters.items(): 
            if (param.kind in (_VAR_KEYWORD, _KEYWORD_ONLY) or 
                                                    param._partial_kwarg): 
                # Keyword arguments mapped by 'functools.partial' 
                # (Parameter._partial_kwarg is True) are mapped 
                # in 'BoundArguments.kwargs', along with VAR_KEYWORD & 
                # KEYWORD_ONLY 
                break 
 
            try: 
                arg = self.arguments[param_name] 
            except KeyError: 
                # We're done here. Other arguments 
                # will be mapped in 'BoundArguments.kwargs' 
                break 
            else: 
                if param.kind == _VAR_POSITIONAL: 
                    # *args 
                    args.extend(arg) 
                else: 
                    # plain argument 
                    args.append(arg) 
 
        return tuple(args) 
 
    @property 
    def kwargs(self): 
        kwargs = {} 
        kwargs_started = False 
        for param_name, param in self._signature.parameters.items(): 
            if not kwargs_started: 
                if (param.kind in (_VAR_KEYWORD, _KEYWORD_ONLY) or 
                                                param._partial_kwarg): 
                    kwargs_started = True 
                else: 
                    if param_name not in self.arguments: 
                        kwargs_started = True 
                        continue 
 
            if not kwargs_started: 
                continue 
 
            try: 
                arg = self.arguments[param_name] 
            except KeyError: 
                pass 
            else: 
                if param.kind == _VAR_KEYWORD: 
                    # **kwargs 
                    kwargs.update(arg) 
                else: 
                    # plain keyword argument 
                    kwargs[param_name] = arg 
 
        return kwargs 
 
    def __hash__(self): 
        msg = "unhashable type: '{0}'".format(self.__class__.__name__) 
        raise TypeError(msg) 
 
    def __eq__(self, other): 
        return (issubclass(other.__class__, BoundArguments) and 
                self.signature == other.signature and 
                self.arguments == other.arguments) 
 
    def __ne__(self, other): 
        return not self.__eq__(other) 
 
 
class Signature(object): 
    '''A Signature object represents the overall signature of a function. 
    It stores a Parameter object for each parameter accepted by the 
    function, as well as information specific to the function itself. 
 
    A Signature object has the following public attributes: 
 
    parameters : :class:`collections.OrderedDict` 
      An ordered mapping of parameters' names to the corresponding 
      Parameter objects (keyword-only arguments are in the same order 
      as listed in `code.co_varnames`). 
    return_annotation 
      The annotation for the return type of the function if specified. 
      If the function has no annotation for its return type, this 
      attribute is not set. 
    ''' 
 
    __slots__ = ('_return_annotation', '_parameters') 
 
    _parameter_cls = Parameter 
    _bound_arguments_cls = BoundArguments 
 
    empty = _empty 
 
    def __init__(self, parameters=None, return_annotation=_empty, 
                 __validate_parameters__=True): 
        '''Constructs Signature from the given list of Parameter 
        objects and 'return_annotation'.  All arguments are optional. 
        ''' 
 
        if parameters is None: 
            params = OrderedDict() 
        else: 
            if __validate_parameters__: 
                params = OrderedDict() 
                top_kind = _POSITIONAL_ONLY 
 
                for idx, param in enumerate(parameters): 
                    kind = param.kind 
                    if kind < top_kind: 
                        msg = 'wrong parameter order: {0} before {1}' 
                        msg = msg.format(top_kind, param.kind) 
                        raise ValueError(msg) 
                    else: 
                        top_kind = kind 
 
                    name = param.name 
                    if name is None: 
                        name = str(idx) 
                        param = param.replace(name=name) 
 
                    if name in params: 
                        msg = 'duplicate parameter name: {0!r}'.format(name) 
                        raise ValueError(msg) 
                    params[name] = param 
            else: 
                params = OrderedDict(((param.name, param) 
                                                for param in parameters)) 
 
        self._parameters = params 
        self._return_annotation = return_annotation 
 
    @classmethod 
    def from_function(cls, func): 
        '''Constructs Signature for the given python function''' 
 
        if not inspect.isfunction(func):
            raise TypeError('{0!r} is not a Python function'.format(func)) 
 
        Parameter = cls._parameter_cls 
 
        # Parameter information. 
        func_code = func.__code__ 
        pos_count = func_code.co_argcount 
        arg_names = func_code.co_varnames 
        positional = tuple(arg_names[:pos_count]) 
        keyword_only_count = getattr(func_code, 'co_kwonlyargcount', 0) 
        keyword_only = arg_names[pos_count:(pos_count + keyword_only_count)] 
        annotations = getattr(func, '__annotations__', {}) 
        defaults = func.__defaults__ 
        kwdefaults = getattr(func, '__kwdefaults__', None) 
 
        if defaults: 
            pos_default_count = len(defaults) 
        else: 
            pos_default_count = 0 
 
        parameters = [] 
 
        # Non-keyword-only parameters w/o defaults. 
        non_default_count = pos_count - pos_default_count 
        for name in positional[:non_default_count]: 
            annotation = annotations.get(name, _empty) 
            parameters.append(Parameter(name, annotation=annotation, 
                                        kind=_POSITIONAL_OR_KEYWORD)) 
 
        # ... w/ defaults. 
        for offset, name in enumerate(positional[non_default_count:]): 
            annotation = annotations.get(name, _empty) 
            parameters.append(Parameter(name, annotation=annotation, 
                                        kind=_POSITIONAL_OR_KEYWORD, 
                                        default=defaults[offset])) 
 
        # *args 
        if func_code.co_flags & 0x04: 
            name = arg_names[pos_count + keyword_only_count] 
            annotation = annotations.get(name, _empty) 
            parameters.append(Parameter(name, annotation=annotation, 
                                        kind=_VAR_POSITIONAL)) 
 
        # Keyword-only parameters. 
        for name in keyword_only: 
            default = _empty 
            if kwdefaults is not None: 
                default = kwdefaults.get(name, _empty) 
 
            annotation = annotations.get(name, _empty) 
            parameters.append(Parameter(name, annotation=annotation, 
                                        kind=_KEYWORD_ONLY, 
                                        default=default)) 
        # **kwargs 
        if func_code.co_flags & 0x08: 
            index = pos_count + keyword_only_count 
            if func_code.co_flags & 0x04: 
                index += 1 
 
            name = arg_names[index] 
            annotation = annotations.get(name, _empty) 
            parameters.append(Parameter(name, annotation=annotation, 
                                        kind=_VAR_KEYWORD)) 
 
        return cls(parameters, 
                   return_annotation=annotations.get('return', _empty), 
                   __validate_parameters__=False) 
 
    @property 
    def parameters(self): 
        try: 
            return types.MappingProxyType(self._parameters) 
        except AttributeError: 
            return OrderedDict(self._parameters.items()) 
 
    @property 
    def return_annotation(self): 
        return self._return_annotation 
 
    def replace(self, parameters=_void, return_annotation=_void): 
        '''Creates a customized copy of the Signature. 
        Pass 'parameters' and/or 'return_annotation' arguments 
        to override them in the new copy. 
        ''' 
 
        if parameters is _void: 
            parameters = self.parameters.values() 
 
        if return_annotation is _void: 
            return_annotation = self._return_annotation 
 
        return type(self)(parameters, 
                          return_annotation=return_annotation) 
 
    def __hash__(self): 
        msg = "unhashable type: '{0}'".format(self.__class__.__name__) 
        raise TypeError(msg) 
 
    def __eq__(self, other): 
        if (not issubclass(type(other), Signature) or 
                    self.return_annotation != other.return_annotation or 
                    len(self.parameters) != len(other.parameters)): 
            return False 
 
        other_positions = dict((param, idx) 
                           for idx, param in enumerate(other.parameters.keys())) 
 
        for idx, (param_name, param) in enumerate(self.parameters.items()): 
            if param.kind == _KEYWORD_ONLY: 
                try: 
                    other_param = other.parameters[param_name] 
                except KeyError: 
                    return False 
                else: 
                    if param != other_param: 
                        return False 
            else: 
                try: 
                    other_idx = other_positions[param_name] 
                except KeyError: 
                    return False 
                else: 
                    if (idx != other_idx or 
                                    param != other.parameters[param_name]): 
                        return False 
 
        return True 
 
    def __ne__(self, other): 
        return not self.__eq__(other) 
 
    def _bind(self, args, kwargs, partial=False): 
        '''Private method.  Don't use directly.''' 
 
        arguments = OrderedDict() 
 
        parameters = iter(self.parameters.values()) 
        parameters_ex = () 
        arg_vals = iter(args) 
 
        if partial: 
            # Support for binding arguments to 'functools.partial' objects. 
            # See 'functools.partial' case in 'signature()' implementation 
            # for details. 
            for param_name, param in self.parameters.items(): 
                if (param._partial_kwarg and param_name not in kwargs): 
                    # Simulating 'functools.partial' behavior 
                    kwargs[param_name] = param.default 
 
        while True: 
            # Let's iterate through the positional arguments and corresponding 
            # parameters 
            try: 
                arg_val = next(arg_vals) 
            except StopIteration: 
                # No more positional arguments 
                try: 
                    param = next(parameters) 
                except StopIteration: 
                    # No more parameters. That's it. Just need to check that 
                    # we have no `kwargs` after this while loop 
                    break 
                else: 
                    if param.kind == _VAR_POSITIONAL: 
                        # That's OK, just empty *args.  Let's start parsing 
                        # kwargs 
                        break 
                    elif param.name in kwargs: 
                        if param.kind == _POSITIONAL_ONLY: 
                            msg = '{arg!r} parameter is positional only, ' \ 
                                  'but was passed as a keyword' 
                            msg = msg.format(arg=param.name) 
                            raise TypeError(msg) 
                        parameters_ex = (param,) 
                        break 
                    elif (param.kind == _VAR_KEYWORD or 
                                                param.default is not _empty): 
                        # That's fine too - we have a default value for this 
                        # parameter.  So, lets start parsing `kwargs`, starting 
                        # with the current parameter 
                        parameters_ex = (param,) 
                        break 
                    else: 
                        if partial: 
                            parameters_ex = (param,) 
                            break 
                        else: 
                            msg = '{arg!r} parameter lacking default value' 
                            msg = msg.format(arg=param.name) 
                            raise TypeError(msg) 
            else: 
                # We have a positional argument to process 
                try: 
                    param = next(parameters) 
                except StopIteration: 
                    raise TypeError('too many positional arguments') 
                else: 
                    if param.kind in (_VAR_KEYWORD, _KEYWORD_ONLY): 
                        # Looks like we have no parameter for this positional 
                        # argument 
                        raise TypeError('too many positional arguments') 
 
                    if param.kind == _VAR_POSITIONAL: 
                        # We have an '*args'-like argument, let's fill it with 
                        # all positional arguments we have left and move on to 
                        # the next phase 
                        values = [arg_val] 
                        values.extend(arg_vals) 
                        arguments[param.name] = tuple(values) 
                        break 
 
                    if param.name in kwargs: 
                        raise TypeError('multiple values for argument ' 
                                        '{arg!r}'.format(arg=param.name)) 
 
                    arguments[param.name] = arg_val 
 
        # Now, we iterate through the remaining parameters to process 
        # keyword arguments 
        kwargs_param = None 
        for param in itertools.chain(parameters_ex, parameters): 
            if param.kind == _POSITIONAL_ONLY: 
                # This should never happen in case of a properly built 
                # Signature object (but let's have this check here 
                # to ensure correct behaviour just in case) 
                raise TypeError('{arg!r} parameter is positional only, ' 
                                'but was passed as a keyword'. \ 
                                format(arg=param.name)) 
 
            if param.kind == _VAR_KEYWORD: 
                # Memorize that we have a '**kwargs'-like parameter 
                kwargs_param = param 
                continue 
 
            param_name = param.name 
            try: 
                arg_val = kwargs.pop(param_name) 
            except KeyError: 
                # We have no value for this parameter.  It's fine though, 
                # if it has a default value, or it is an '*args'-like 
                # parameter, left alone by the processing of positional 
                # arguments. 
                if (not partial and param.kind != _VAR_POSITIONAL and 
                                                    param.default is _empty): 
                    raise TypeError('{arg!r} parameter lacking default value'. \ 
                                    format(arg=param_name)) 
 
            else: 
                arguments[param_name] = arg_val 
 
        if kwargs: 
            if kwargs_param is not None: 
                # Process our '**kwargs'-like parameter 
                arguments[kwargs_param.name] = kwargs 
            else: 
                raise TypeError('too many keyword arguments') 
 
        return self._bound_arguments_cls(self, arguments) 
 
    def bind(self, *args, **kwargs): 
        '''Get a :class:`BoundArguments` object, that maps the passed `args` 
        and `kwargs` to the function's signature.  Raises :exc:`TypeError` 
        if the passed arguments can not be bound. 
        ''' 
        return self._bind(args, kwargs) 
 
    def bind_partial(self, *args, **kwargs): 
        '''Get a :class:`BoundArguments` object, that partially maps the 
        passed `args` and `kwargs` to the function's signature. 
        Raises :exc:`TypeError` if the passed arguments can not be bound. 
        ''' 
        return self._bind(args, kwargs, partial=True) 
 
    def __str__(self): 
        result = [] 
        render_kw_only_separator = True 
        for idx, param in enumerate(self.parameters.values()): 
            formatted = str(param) 
 
            kind = param.kind 
            if kind == _VAR_POSITIONAL: 
                # OK, we have an '*args'-like parameter, so we won't need 
                # a '*' to separate keyword-only arguments 
                render_kw_only_separator = False 
            elif kind == _KEYWORD_ONLY and render_kw_only_separator: 
                # We have a keyword-only parameter to render and we haven't 
                # rendered an '*args'-like parameter before, so add a '*' 
                # separator to the parameters list ("foo(arg1, *, arg2)" case) 
                result.append('*') 
                # This condition should be only triggered once, so 
                # reset the flag 
                render_kw_only_separator = False 
 
            result.append(formatted) 
 
        rendered = '({0})'.format(', '.join(result)) 
 
        if self.return_annotation is not _empty: 
            anno = formatannotation(self.return_annotation) 
            rendered += ' -> {0}'.format(anno) 
 
        return rendered