-
Notifications
You must be signed in to change notification settings - Fork 17
/
soupy.py
1615 lines (1192 loc) · 39.6 KB
/
soupy.py
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
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
from __future__ import print_function, division, unicode_literals
from abc import ABCMeta, abstractproperty, abstractmethod
from collections import namedtuple
from distutils.version import LooseVersion
from functools import wraps
from itertools import takewhile, dropwhile
import operator
import re
import sys
try:
from bs4 import BeautifulSoup, PageElement, NavigableString
except ImportError: # pragma: no cover
raise ImportError("Soupy requires beautifulsoup4")
try:
import six
from six.moves import map
assert LooseVersion(six.__version__) >= LooseVersion('1.9')
except(ImportError, AssertionError): # pragma: no cover
raise ImportError("Soupy requires six version 1.9 or later")
__version__ = '0.4.dev'
__all__ = ['Soupy', 'Q', 'Node', 'Scalar', 'Collection',
'Null', 'NullNode', 'NullCollection',
'either', 'NullValueError', 'QDebug']
# extract the thing inside string reprs (eg u'abc' -> abc)
QUOTED_STR = re.compile("^[ub]?['\"](.*?)['\"]$")
QDebug = namedtuple('QDebug', ('expr', 'inner_expr', 'val', 'inner_val'))
"""Namedtuple that holds information about a failed expression evaluation."""
@six.add_metaclass(ABCMeta)
class Wrapper(object):
@abstractmethod
def val(self):
pass # pragma: no cover
@abstractmethod
def orelse(self, value):
pass # pragma: no cover
def nonnull(self):
"""
Require that a node is not null
Null values will raise NullValueError, whereas nonnull
values return self.
useful for being strict about portions of queries.
Examples:
node.find('a').nonnull().find('b').orelse(3)
This will raise an error if find('a') doesn't match,
but provides a fallback if find('b') doesn't match.
"""
return self
@abstractmethod
def isnull(self):
pass # pragma: no cover
@abstractmethod
def map(self, func):
pass # pragma: no cover
@abstractmethod
def apply(self, func):
pass # pragma: no cover
@classmethod
def wrap(cls, value):
"""
Wrap value in the appropriate wrapper class,
based upon its type.
"""
if isinstance(value, Wrapper):
return value
if hasattr(value, 'children'):
return Node(value)
return Scalar(value)
def __getitem__(self, key):
return self.map(operator.itemgetter(key))
def dump(self, *args, **kwargs):
"""
Extract derived values into a Scalar(tuple) or Scalar(dict)
The keyword names passed to this function become keys in
the resulting dictionary, while positional arguments passed to
this function become elements in the resulting tuple.
The positional arguments and keyword values are functions that
are called on this Node.
Notes:
- The input functions are called on the Node, **not** the
underlying BeautifulSoup element
- If the function returns a wrapper, it will be unwrapped
- Only either positional arguments or keyword arguments may
be passed, not both.
Example:
>>> soup = Soupy("<b>hi</b>").find('b')
>>> data = soup.dump(name=Q.name, text=Q.text).val()
>>> data == {'text': 'hi', 'name': 'b'}
True
>> name, text = soup.dump(Q.name, Q.text).val()
>> (name, text) == ('hi', 'b')
True
"""
if args and kwargs:
raise ValueError('Cannot pass both arguments and keywords to dump')
if args:
result = tuple(_unwrap(self.apply(func)) for func in args)
else:
result = dict((name, _unwrap(self.apply(func)))
for name, func in kwargs.items())
return Wrapper.wrap(result)
@abstractmethod
def require(self, func, msg='Requirement Violated'):
pass # pragma: no cover
class NullValueError(ValueError):
"""
The NullValueError exception is raised when attempting
to extract values from Null objects
"""
pass
class QKeyError(KeyError):
"""
A custom KeyError subclass that better formats
exception messages raised inside expressions
"""
def __str__(self):
parts = self.args[0].split('\n\n\t')
return parts[0] + '\n\n\t' + _dequote(repr(parts[1]))
QKeyError.__name__ = str('KeyError')
@six.python_2_unicode_compatible
class BaseNull(Wrapper):
"""
This is the base class for null wrappers. Null values are returned
when the result of a function is ill-defined.
"""
def val(self):
"""
Raise :class:`NullValueError`
"""
raise NullValueError()
def orelse(self, value):
"""
Wraps value and returns the result
"""
return Wrapper.wrap(value)
def map(self, func):
"""
Returns :class:`Null`
"""
return self
def apply(self, func):
"""
Returns :class:`Null`
"""
return self
def nonnull(self):
"""
Raises :class:`NullValueError`
"""
raise NullValueError()
def require(self, func, msg="Requirement is violated (wrapper is null)"):
"""
Raises :class:`NullValueError`
"""
raise NullValueError()
def isnull(self):
"""
Return Scalar(True) if this item is a null value
"""
return Scalar(True)
def __setitem__(self, key, val):
pass
def __bool__(self):
return False
__nonzero__ = __bool__
def __str__(self):
return "%s()" % type(self).__name__
__repr__ = __str__
def __hash__(self):
return hash(type(self))
def __eq__(self, other):
return type(self)()
def __ne__(self, other):
return type(self)()
@six.python_2_unicode_compatible
class Some(Wrapper):
def __init__(self, value):
self._value = value
def map(self, func):
"""
Call a function on a wrapper's value, and wrap the result if necessary.
Parameters:
func : function(val) -> val
Examples:
>>> s = Scalar(3)
>>> s.map(Q * 2)
Scalar(6)
"""
return Wrapper.wrap(_make_callable(func)(self._value))
def apply(self, func):
"""
Call a function on a wrapper, and wrap the result if necessary.
Parameters:
func: function(wrapper) -> val
Examples:
>>> s = Scalar(5)
>>> s.apply(lambda val: isinstance(val, Scalar))
Scalar(True)
"""
return Wrapper.wrap(_make_callable(func)(self))
def orelse(self, value):
"""
Provide a fallback value for failed matches.
Examples:
>>> Scalar(5).orelse(10).val()
5
>>> Null().orelse(10).val()
10
"""
return self
def val(self):
"""
Return the value inside a wrapper.
Raises :class:`NullValueError` if called on a Null object
"""
return self._value
def require(self, func, msg="Requirement violated"):
"""
Assert that self.apply(func) is True.
Parameters:
func : func(wrapper)
msg : str
The error message to display on failure
Returns:
If self.apply(func) is True, returns self.
Otherwise, raises NullValueError.
"""
if self.apply(func):
return self
raise NullValueError(msg)
def isnull(self):
"""
Return Scalar(True) if this item is a null value
"""
return Scalar(False)
def __str__(self):
# returns unicode
# six builds appropriate py2/3 methods from this
return "%s(%s)" % (type(self).__name__, _repr(self._value))
def __repr__(self):
return repr(self.__str__())[1:-1] # trim off quotes
def __setitem__(self, key, val):
return self.map(Q.__setitem__(key, val))
def __hash__(self):
return hash(self._value)
def __eq__(self, other):
return self.map(lambda x: x == other)
def __ne__(self, other):
return self.map(lambda x: x != other)
class Null(BaseNull):
"""
The class for ill-defined Scalars.
"""
def __getattr__(self, attr):
return Null()
def __call__(self, *args, **kwargs):
return Null()
def __gt__(self, other):
return Null()
def __ge__(self, other):
return Null()
def __lt__(self, other):
return Null()
def __le__(self, other):
return Null()
def __len__(self):
raise TypeError("Null has no len()")
def __add__(self, other):
return Null()
def __sub__(self, other):
return Null()
def __mul__(self, other):
return Null()
def __div__(self, other):
return Null()
def __floordiv__(self, other):
return Null()
def __pow__(self, other):
return Null()
def __mod__(self, other):
return Null()
def __truediv__(self, other):
return Null()
def __hash__(self):
return super(Null, self).__hash__()
class Scalar(Some):
"""
A wrapper around single values.
Scalars support boolean testing (<, ==, etc), and
use the wrapped value in the comparison. They return
the result as a Scalar(bool).
Calling a Scalar calls the wrapped value, and wraps
the result.
Examples:
>>> s = Scalar(3)
>>> s > 2
Scalar(True)
>>> s.val()
3
>>> s + 5
Scalar(8)
>>> s + s
Scalar(6)
>>> bool(Scalar(3))
True
>>> Scalar(lambda x: x+2)(5)
Scalar(7)
"""
def __getattr__(self, attr):
return self.map(operator.attrgetter(attr))
def __call__(self, *args, **kwargs):
return self.map(operator.methodcaller('__call__', *args, **kwargs))
def __gt__(self, other):
return self.map(lambda x: x > other)
def __ge__(self, other):
return self.map(lambda x: x >= other)
def __lt__(self, other):
return self.map(lambda x: x < other)
def __le__(self, other):
return self.map(lambda x: x <= other)
def __bool__(self):
return bool(self._value)
__nonzero__ = __bool__
def __len__(self):
return len(self._value)
def __add__(self, other):
if isinstance(other, BaseNull):
return other
return self.map(Q + _unwrap(other))
def __sub__(self, other):
if isinstance(other, BaseNull):
return other
return self.map(Q - _unwrap(other))
def __mul__(self, other):
if isinstance(other, BaseNull):
return other
return self.map(Q * _unwrap(other))
def __div__(self, other):
if isinstance(other, BaseNull):
return other
return self.map(Q / _unwrap(other))
def __floordiv__(self, other):
if isinstance(other, BaseNull):
return other
return self.map(Q // _unwrap(other))
def __pow__(self, other):
if isinstance(other, BaseNull):
return other
return self.map(Q ** _unwrap(other))
def __mod__(self, other):
if isinstance(other, BaseNull):
return other
return self.map(Q % _unwrap(other))
def __truediv__(self, other):
if isinstance(other, BaseNull):
return other
return self.map(Q / _unwrap(other))
class Collection(Some):
"""
Collection's store lists of other wrappers.
They support most of the list methods (len, iter, getitem, etc).
"""
def __init__(self, items):
super(Collection, self).__init__(list(items))
self._items = self._value
self._assert_items_are_wrappers()
def _assert_items_are_wrappers(self):
for item in self:
if not isinstance(item, Wrapper):
raise TypeError("Collection can only hold other wrappers")
def val(self):
"""
Unwraps each item in the collection, and returns as a list
"""
return list(self.iter_val())
def first(self):
"""
Return the first element of the collection, or :class:`Null`
"""
return self[0]
def iter_val(self):
"""
An iterator version of :meth:`val`
"""
return (item.val() for item in self._items)
def each(self, *funcs):
"""
Call `func` on each element in the collection.
If multiple functions are provided, each item
in the output will be a tuple of each
func(item) in self.
Returns a new Collection.
Example:
>>> col = Collection([Scalar(1), Scalar(2)])
>>> col.each(Q * 10)
Collection([Scalar(10), Scalar(20)])
>>> col.each(Q * 10, Q - 1)
Collection([Scalar((10, 0)), Scalar((20, 1))])
"""
funcs = list(map(_make_callable, funcs))
if len(funcs) == 1:
return Collection(map(funcs[0], self._items))
tupler = lambda item: Scalar(
tuple(_unwrap(func(item)) for func in funcs))
return Collection(map(tupler, self._items))
def exclude(self, func=None):
"""
Return a new Collection excluding some items
Parameters:
func : function(Node) -> Scalar
A function that, when called on each item
in the collection, returns a boolean-like
value. If no function is provided, then
truthy items will be removed.
Returns:
A new Collection consisting of the items
where bool(func(item)) == False
"""
func = _make_callable(func)
inverse = lambda x: not func(x)
return self.filter(inverse)
def filter(self, func=None):
"""
Return a new Collection with some items removed.
Parameters:
func : function(Node) -> Scalar
A function that, when called on each item
in the collection, returns a boolean-like
value. If no function is provided, then
false-y items will be removed.
Returns:
A new Collection consisting of the items
where bool(func(item)) == True
Examples:
node.find_all('a').filter(Q['href'].startswith('http'))
"""
func = _make_callable(func)
return Collection(filter(func, self._items))
def takewhile(self, func=None):
"""
Return a new Collection with the last few items removed.
Parameters:
func : function(Node) -> Node
Returns:
A new Collection, discarding all items
at and after the first item where bool(func(item)) == False
Examples:
node.find_all('tr').takewhile(Q.find_all('td').count() > 3)
"""
func = _make_callable(func)
return Collection(takewhile(func, self._items))
def dropwhile(self, func=None):
"""
Return a new Collection with the first few items removed.
Parameters:
func : function(Node) -> Node
Returns:
A new Collection, discarding all items
before the first item where bool(func(item)) == True
"""
func = _make_callable(func)
return Collection(dropwhile(func, self._items))
def __getitem__(self, key):
if isinstance(key, int):
try:
return self._items[key]
except IndexError:
return NullNode()
# slice
return Collection(list(self._items).__getitem__(key))
def dump(self, *args, **kwargs):
"""
Build a list of dicts, by calling :meth:`Node.dump`
on each item.
Each keyword provides a function that extracts a value
from a Node.
Examples:
>>> c = Collection([Scalar(1), Scalar(2)])
>>> c.dump(x2=Q*2, m1=Q-1).val()
[{'x2': 2, 'm1': 0}, {'x2': 4, 'm1': 1}]
"""
return self.each(Q.dump(*args, **kwargs))
def __len__(self):
return self.map(len).val()
def count(self):
"""
Return the number of items in the collection, as a :class:`Scalar`
"""
return Scalar(len(self))
def zip(self, *others):
"""
Zip the items of this collection with one or more
other sequences, and wrap the result.
Unlike Python's zip, all sequences must be the same length.
Parameters:
others: One or more iterables or Collections
Returns:
A new collection.
Examples:
>>> c1 = Collection([Scalar(1), Scalar(2)])
>>> c2 = Collection([Scalar(3), Scalar(4)])
>>> c1.zip(c2).val()
[(1, 3), (2, 4)]
"""
args = [_unwrap(item) for item in (self,) + others]
ct = self.count()
if not all(len(arg) == ct for arg in args):
raise ValueError("Arguments are not all the same length")
return Collection(map(Wrapper.wrap, zip(*args)))
def dictzip(self, keys):
"""
Turn this collection into a Scalar(dict), by zipping keys and items.
Parameters:
keys: list or Collection of NavigableStrings
The keys of the dictionary
Examples:
>>> c = Collection([Scalar(1), Scalar(2)])
>>> c.dictzip(['a', 'b']).val() == {'a': 1, 'b': 2}
True
"""
return Scalar(dict(zip(_unwrap(keys), self.val())))
def __iter__(self):
for item in self._items:
yield item
def all(self):
"""
Scalar(True) if all items are truthy, or collection is empty.
"""
return self.map(all)
def any(self):
"""
Scalar(True) if any items are truthy. False if empty.
"""
return self.map(any)
def none(self):
"""
Scalar(True) if no items are truthy, or collection is empty.
"""
return self.map(lambda items: not any(items))
def __bool__(self):
return bool(self._items)
__nonzero__ = __bool__
class NullCollection(BaseNull, Collection):
"""
Represents in invalid Collection.
Returned by some methods on other Null objects.
"""
def __init__(self):
pass
def iter_val(self):
raise NullValueError()
def each(self, func):
return self
def filter(self, func=None):
return self
def takewhile(self, func=None):
return self
def dropwhile(self, func=None):
return self
def first(self):
return NullNode() # XXX don't like this assumption
def __getitem__(self, key):
if isinstance(key, int):
return NullNode() # XXX don't like this assumption
# slice
return self
def dump(self, *args, **kwargs):
return NullCollection()
def count(self):
return Scalar(0)
@six.add_metaclass(ABCMeta)
class NodeLike(object):
# should return NodeLike
parent = abstractproperty()
next_sibling = abstractproperty()
previous_sibling = abstractproperty()
# should return scalar-like
text = abstractproperty()
attrs = abstractproperty()
name = abstractproperty()
# should return CollectionLike
children = abstractproperty()
contents = abstractproperty()
descendants = abstractproperty()
parents = abstractproperty()
next_siblings = abstractproperty()
previous_siblings = abstractproperty()
@abstractmethod
def find(self, name=None, attrs={}, recursive=True,
text=None, **kwargs):
pass # pragma: no cover
@abstractmethod
def find_all(self, name=None, attrs={}, recursive=True,
text=None, **kwargs):
pass # pragma: no cover
@abstractmethod
def select(self, selector):
pass # pragma: no cover
@abstractmethod
def find_next_sibling(self, *args, **kwargs):
pass # pragma: no cover
@abstractmethod
def find_previous_sibling(self, *args, **kwargs):
pass # pragma: no cover
@abstractmethod
def find_parent(self, *args, **kwargs):
pass # pragma: no cover
@abstractmethod
def find_next_siblings(self, *args, **kwargs):
pass # pragma: no cover
@abstractmethod
def find_previous_siblings(self, *args, **kwargs):
pass # pragma: no cover
@abstractmethod
def find_parents(self, *args, **kwargs):
pass # pragma: no cover
@abstractmethod
def prettify(self):
pass # pragma: no cover
def __iter__(self):
for item in self.children:
yield item
def __call__(self, *args, **kwargs):
return self.find_all(*args, **kwargs)
class Node(NodeLike, Some):
"""
The Node class is the main wrapper around
BeautifulSoup elements like Tag. It implements many of the
same properties and methods as BeautifulSoup for navigating
through documents, like find, select, parents, etc.
"""
def __new__(cls, value, *args, **kwargs):
if isinstance(value, NavigableString):
return object.__new__(NavigableStringNode)
return object.__new__(cls)
def _wrap_node(self, func):
val = func(self._value)
return NullNode() if val is None else Node(val)
def _wrap_multi(self, func):
vals = func(self._value)
return Collection(map(Node, vals))
def _wrap_scalar(self, func):
val = func(self._value)
return Scalar(val)
@property
def children(self):
"""
A :class:`Collection` of the child elements.
"""
return self._wrap_multi(operator.attrgetter('children'))
@property
def parents(self):
"""
A :class:`Collection` of the parents elements.
"""
return self._wrap_multi(operator.attrgetter('parents'))
@property
def contents(self):
"""
A :class:`Collection` of the child elements.
"""
return self._wrap_multi(operator.attrgetter('contents'))
@property
def descendants(self):
"""
A :class:`Collection` of all elements nested inside this Node.
"""
return self._wrap_multi(operator.attrgetter('descendants'))
@property
def next_siblings(self):
"""
A :class:`Collection` of all siblings after this node
"""
return self._wrap_multi(operator.attrgetter('next_siblings'))
@property
def previous_siblings(self):
"""
A :class:`Collection` of all siblings before this node
"""
return self._wrap_multi(operator.attrgetter('previous_siblings'))
@property
def parent(self):
"""
The parent :class:`Node`, or :class:`NullNode`
"""
return self._wrap_node(operator.attrgetter('parent'))
@property
def next_sibling(self):
"""
The :class:`Node` sibling after this, or :class:`NullNode`
"""
return self._wrap_node(operator.attrgetter('next_sibling'))
@property
def previous_sibling(self):
"""
The :class:`Node` sibling prior to this, or :class:`NullNode`
"""
return self._wrap_node(operator.attrgetter('previous_sibling'))
@property
def attrs(self):
"""
A :class:`Scalar` of this Node's attribute dictionary
Example:
>>> Soupy("<a val=3></a>").find('a').attrs
Scalar({u'val': u'3'})
"""
return self._wrap_scalar(operator.attrgetter('attrs'))
@property
def text(self):
"""
A :class:`Scalar` of this Node's text.
Example:
>>> node = Soupy('<p>hi there</p>').find('p')
>>> node
Node(<p>hi there</p>)
>>> node.text
Scalar(u'hi there')
"""
return self._wrap_scalar(operator.attrgetter('text'))
@property
def name(self):
"""
A :class:`Scalar` of this Node's tag name.
Example:
>>> node = Soupy('<p>hi there</p>').find('p')
>>> node
Node(<p>hi there</p>)
>>> node.name
Scalar(u'p')
"""
return self._wrap_scalar(operator.attrgetter('name'))
def find(self, *args, **kwargs):
"""