File: pygen.py

package info (click to toggle)
onnxscript 0.2.0%2Bdfsg-1
  • links: PTS, VCS
  • area: main
  • in suites: experimental
  • size: 12,384 kB
  • sloc: python: 75,957; sh: 41; makefile: 6
file content (1490 lines) | stat: -rw-r--r-- 44,667 bytes parent folder | download
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
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
# --------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# pylint: disable=W0613

from __future__ import annotations

import io
from abc import ABC, abstractmethod
from enum import Enum
from textwrap import TextWrapper, dedent
from typing import (
    Any,
    Callable,
    Generic,
    Iterable,
    Optional,
    Set,
    TextIO,
    Tuple,
    Type,
    TypeVar,
    Union,
)

T = TypeVar("T")
TNode = TypeVar("TNode", bound="Node")
TExpr = TypeVar("TExpr", bound="Expr")
NoneType = type(None)


def _assert_instance(instance, expected_type: Union[Type, Tuple[Type, ...]]):
    if not isinstance(instance, expected_type):
        raise TypeError(f"expected: {expected_type!r}; actual: {instance!r}")


__end_of_sequence = StopIteration()


def first_or_none(seq: Iterable[T]) -> Optional[T]:
    return next(iter(seq), None)


def first(seq: Iterable[T]) -> T:
    return next(iter(seq))


def single_or_none(seq: Iterable[T]) -> Optional[T]:
    i = iter(seq)
    value = next(i, __end_of_sequence)
    if value is __end_of_sequence:
        return None
    if next(i, __end_of_sequence) is not __end_of_sequence:
        raise StopIteration("sequence contains more than one element")
    return value


class Role:
    def __init__(self, name: str):
        _assert_instance(name, str)
        self.name = name

    def __str__(self):
        return self.name


class NodePredicate:
    always: NodePredicate

    def __init__(
        self,
        role: Optional[Role] = None,
        type_: Optional[Type[TNode]] = None,
        func: Optional[Callable[[Node], bool]] = None,
    ):
        _assert_instance(role, (Role, NoneType))
        _assert_instance(type_, (type, NoneType))
        self.role = role
        self.type = type_
        self.func = func

    def matches(self, node: Node):
        _assert_instance(node, Node)
        matches = True
        if self.role:
            matches &= node.role is self.role
        if self.type:
            matches &= isinstance(node, self.type)
        if self.func and matches:
            matches &= self.func(node)
        return matches


NodePredicate.always = NodePredicate()


class Node(ABC):
    # pylint: disable=W0212

    def __init__(self):
        self._role: Optional[Role] = None
        self._parent: Optional[Node] = None
        self._prev_sibling: Optional[Node] = None
        self._next_sibling: Optional[Node] = None
        self._first_child: Optional[Node] = None
        self._last_child: Optional[Node] = None
        self.leading_trivia: Optional[str] = None
        self.trailing_trivia: Optional[str] = None

    @property
    def qual_name(self) -> str:
        names = []
        for ancestor in self.get_ancestors(and_self=True):
            names.insert(0, ancestor.name if hasattr(ancestor, "name") else "<unnamed>")
        return ".".join(names)

    @property
    def parent_module(self) -> Optional[Module]:
        return first_or_none(self.get_ancestors_of_type(Module))

    @property
    def parent(self):
        return self._parent

    @property
    def role(self):
        return self._role

    @property
    def prev_sibling(self):
        return self._prev_sibling

    @property
    def next_sibling(self):
        return self._next_sibling

    @property
    def first_child(self):
        return self._first_child

    @property
    def last_child(self):
        return self._last_child

    @property
    def has_children(self):
        return self._first_child is not None

    @property
    def children(self) -> Iterable[Node]:
        current_node = self.first_child
        while current_node is not None:
            # save next then yield to allow removing/replacing nodes while iterating
            next_node = current_node.next_sibling
            yield current_node
            current_node = next_node

    def get_children(self, predicate: NodePredicate) -> Iterable[Node]:
        _assert_instance(predicate, NodePredicate)
        yield from filter(predicate.matches, self.children)

    def get_children_in_role(self, role: Role):
        _assert_instance(role, Role)
        return self.get_children(NodePredicate(role=role))

    def get_children_of_type(self, type_: Type[TNode]) -> Iterable[TNode]:
        _assert_instance(type_, type)
        return self.get_children(NodePredicate(type_=type_))

    def get_ancestors(
        self, predicate: Optional[NodePredicate] = None, and_self=False
    ) -> Iterable[Node]:
        current_node = self if and_self else self.parent
        while current_node:
            # save next then yield to allow removing/replacing nodes while iterating
            next_node = current_node.parent
            if predicate is None or predicate.matches(current_node):
                yield current_node
            current_node = next_node

    def get_ancestors_in_role(self, role: Role, and_self=False):
        _assert_instance(role, Role)
        return self.get_ancestors(NodePredicate(role=role), and_self=and_self)

    def get_ancestors_of_type(self, type_: Type[TNode], and_self=False) -> Iterable[TNode]:
        _assert_instance(type_, type)
        return self.get_ancestors(NodePredicate(type_=type_), and_self=and_self)

    def _set_parent(self, child: Node):
        if child._parent is not None:
            raise ValueError(f"node is already has a parent: {child.parent!r}")
        child._parent = self

    def _get_single_child(self, role: Role) -> Optional[Node]:
        return first_or_none(self.get_children_in_role(role))

    def _set_single_child(self, node: Node, role: Role):
        current_node = self._get_single_child(role)
        if current_node:
            current_node.replace(node)
        else:
            self.append_child(node, role)

    def append_children(self, children: Optional[Union[Node, Iterable[Node]]], role: Role):
        _assert_instance(role, Role)
        if children is None:
            return

        if isinstance(children, Node):
            self.append_child(children, role)
        else:
            for child in children:
                self.append_child(child, role)

    def append_child(self, child: Node, role: Role):
        _assert_instance(role, Role)
        if child is None:
            return
        _assert_instance(child, Node)

        self._set_parent(child)
        child._role = role

        if self._first_child is None:
            self._last_child = child
            self._first_child = child
        else:
            self._last_child._next_sibling = child
            child._prev_sibling = self._last_child
            self._last_child = child

    def insert_child_before(self, next_sibling: Optional[Node], child: Node, role: Role):
        _assert_instance(next_sibling, (Node, type(None)))
        _assert_instance(child, Node)
        _assert_instance(role, Role)

        if next_sibling is None:
            self.append_child(child, role)
            return

        self._set_parent(child)
        child._role = role
        child._next_sibling = next_sibling
        child._prev_sibling = next_sibling._prev_sibling

        if next_sibling._prev_sibling is None:
            self._first_child = child
        else:
            next_sibling._prev_sibling._next_sibling = child

        next_sibling._prev_sibling = child

    def prepend_child(self, child: Node, role: Role):
        _assert_instance(child, Node)
        _assert_instance(role, Role)
        self.insert_child_before(self.first_child, child, role)

    def remove(self):
        if self._prev_sibling is not None:
            self._prev_sibling._next_sibling = self._next_sibling
        else:
            self._parent._first_child = self._next_sibling

        if self._next_sibling is not None:
            self._next_sibling._prev_sibling = self._prev_sibling
        else:
            self._parent._last_child = self._prev_sibling

        self._parent = None
        self._role = None
        self._prev_sibling = None
        self._next_sibling = None

        return self

    def replace(self, new_node: Optional[Node]):
        if new_node is None:
            self.remove()
            return

        if new_node is self:
            return

        if self.parent is None:
            raise ValueError("cannot replace root node")

        _assert_instance(new_node, Node)

        if new_node.parent is not None:
            if self in new_node.ancestors:
                new_node.remove()
            else:
                raise ValueError(f"node is used in another tree: {new_node!r}")

        new_node._parent = self._parent
        new_node._role = self._role
        new_node._prev_sibling = self._prev_sibling
        new_node._next_sibling = self._next_sibling

        if self._prev_sibling is None:
            self._parent._first_child = new_node
        else:
            self._prev_sibling._next_sibling = new_node

        if self._next_sibling is None:
            self._parent._last_child = new_node
        else:
            self._parent._prev_sibling = new_node

        self._parent = None
        self._role = None
        self._prev_sibling = None
        self._next_sibling = None

    @abstractmethod
    def accept(self, visitor: Visitor):
        pass

    def _dispatch_visit(self, dispatch: Callable[[TNode, VisitKind], bool]):
        visitor = dispatch.__self__
        visitor.enter(self)
        if dispatch(self) is True:
            for child in self.children:
                child.accept(dispatch.__self__)
            visitor.leave(self)
            dispatch(self)
        else:
            visitor.leave(self)
        visitor.finish(self)

    def __str__(self):
        buffer = io.StringIO()
        self.accept(PythonWriter(buffer))
        return buffer.getvalue()


class Expr(Node, ABC):
    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_expr)


class ThunkExpr(Expr):
    def __init__(self, code: str):
        super().__init__()
        self.code = code

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_thunk_expr)


class Name(Expr):
    def __init__(self, identifier: str):
        super().__init__()
        self.identifier = identifier

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_name)


class Constant(Expr):
    def __init__(self, value: Any):
        super().__init__()
        self.value = value

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_constant)


class ExprList(Expr, ABC, Generic[TExpr]):
    class Roles:
        Elements = Role("ExprList.Elements")

    def __init__(self, *elements: TExpr):
        super().__init__()
        self.append_children(elements, ExprList.Roles.Elements)

    @property
    def elements(self) -> Iterable[TExpr]:
        return self.get_children_in_role(ExprList.Roles.Elements)

    def append_element(self, element: TExpr):
        _assert_instance(element, Expr)
        self.append_child(element, ExprList.Roles.Elements)


class BinOp(Expr):
    class Roles:
        Left = Role("BinOp.Left")
        Right = Role("BinOp.Right")

    def __init__(self, left: Expr, op: str, right: Expr):
        super().__init__()
        self.append_child(left, BinOp.Roles.Left)
        self.op = op
        self.append_child(right, BinOp.Roles.Right)

    @property
    def left(self):
        return first(self.get_children_in_role(BinOp.Roles.Left))

    @property
    def right(self):
        return first(self.get_children_in_role(BinOp.Roles.Right))

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_binop)


class Subscript(Expr):
    class Roles:
        Value = Role("Subscript.Value")
        Slice = Role("Subscript.Slice")

    def __init__(self, value: Expr, slice: Expr):
        super().__init__()
        self.append_child(value, Subscript.Roles.Value)
        self.append_child(slice, Subscript.Roles.Slice)

    @property
    def value(self):
        return first(self.get_children_in_role(Subscript.Roles.Value))

    @property
    def slice(self):
        return first(self.get_children_in_role(Subscript.Roles.Slice))

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_subscript)


class Starred(Expr):
    class Roles:
        Expr = Role("Starred.Expr")

    def __init__(self, expr: Expr):
        super().__init__()
        self.append_child(expr, Starred.Roles.Expr)

    @property
    def expr(self):
        return first(self.get_children_in_role(Starred.Roles.Expr))

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_starred)


class Call(Expr):
    class Roles:
        Func = Role("Call.Func")
        Args = Role("Call.Args")

    def __init__(self, func: Expr, *args: Expr):
        super().__init__()
        _assert_instance(func, Expr)
        self.append_child(func, Call.Roles.Func)
        self.append_children(args, Call.Roles.Args)

    @property
    def func(self) -> Expr:
        return first(self.get_children_in_role(Call.Roles.Func))

    @property
    def args(self) -> Iterable[Expr]:
        return self.get_children_in_role(Call.Roles.Args)

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_call)


class Lambda(Expr):
    class Roles:
        Args = Role("Lambda.Args")
        Body = Role("Lambda.Body")

    def __init__(self, body: Expr, *args: Arg):
        super().__init__()
        _assert_instance(body, Expr)
        self.append_child(body, Lambda.Roles.Body)
        self.append_children(args, Lambda.Roles.Args)

    @property
    def body(self) -> Expr:
        return first(self.get_children_in_role(Lambda.Roles.Body))

    @property
    def args(self) -> Iterable[Expr]:
        return self.get_children_in_role(Lambda.Roles.Args)

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_lambda)


class TupleExpr(ExprList):
    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_tuple_expr)


class ListExpr(ExprList):
    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_list_expr)


class SetExpr(ExprList):
    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_set_expr)


class DictElem(Expr):
    class Roles:
        Key = Role("DictElem.Key")
        Value = Role("DictElem.Value")

    def __init__(self, key: Expr, value: Expr):
        super().__init__()
        _assert_instance(key, Expr)
        _assert_instance(value, Expr)
        self.append_child(key, DictElem.Roles.Key)
        self.append_child(value, DictElem.Roles.Value)

    @property
    def key(self) -> Expr:
        return first(self.get_children_in_role(DictElem.Roles.Key))

    @property
    def value(self) -> Expr:
        return first(self.get_children_in_role(DictElem.Roles.Value))

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_dict_elem)


class DictExpr(ExprList[DictElem]):
    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_dict_expr)


class TypeRef(Expr):
    class Roles:
        TypeArgs = Role("TypeRef.TypeArgs")

    def __init__(
        self,
        module: Optional[str],
        name: str,
        *typeargs: TypeRef,
        default_value: Optional[Constant] = None,
    ):
        super().__init__()
        self.module = module
        self.name = name
        self.default_value = default_value or Constant(None)
        self.imported_by: Optional[ImportBase] = None
        self.append_children(typeargs, TypeRef.Roles.TypeArgs)

    @property
    def typeargs(self) -> Iterable[TypeRef]:
        return self.get_children_in_role(TypeRef.Roles.TypeArgs)

    def append_typearg(self, typearg: TypeRef):
        _assert_instance(typearg, TypeRef)
        self.append_child(typearg, TypeRef.Roles.TypeArgs)

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_typeref)

    @staticmethod
    def make_composite_if_multiple(
        composite_type: type[TypeRef], *typeargs: TypeRef
    ) -> TypeRef:
        if len(typeargs) == 0:
            return NoneTypeRef
        elif len(typeargs) == 1:
            return typeargs[0]
        else:
            return composite_type(*typeargs)


class BuiltinTypeRef(TypeRef):
    def __init__(self, name: str, *typeargs: TypeRef, **kwargs):
        super().__init__(None, name, *typeargs, **kwargs)


class NoneTypeRef(BuiltinTypeRef):
    def __init__(self):
        super().__init__("None")


class BoolTypeRef(BuiltinTypeRef):
    def __init__(self):
        super().__init__("bool", default_value=Constant(bool()))  # noqa: UP018


class IntTypeRef(BuiltinTypeRef):
    def __init__(self):
        super().__init__("int", default_value=Constant(int()))  # noqa: UP018


class FloatTypeRef(BuiltinTypeRef):
    def __init__(self):
        super().__init__("float", default_value=Constant(float()))  # noqa: UP018


class ComplexTypeRef(BuiltinTypeRef):
    def __init__(self):
        super().__init__("complex", default_value=Constant(complex()))


class StrTypeRef(BuiltinTypeRef):
    def __init__(self):
        super().__init__("str")


class BytesTypeRef(BuiltinTypeRef):
    def __init__(self):
        super().__init__("bytes")


class EllipsisTypeRef(BuiltinTypeRef):
    def __init__(self):
        super().__init__("...")


class TypingRefs(ABC):
    @abstractmethod
    def __init__(self):
        pass

    class Any(TypeRef):
        def __init__(self):
            super().__init__("typing", "Any")

    class Union(TypeRef):
        def __init__(self, *typeargs: TypeRef):
            super().__init__("typing", "Union", *typeargs)

    class Optional(TypeRef):
        def __init__(self, *typeargs: TypeRef):
            super().__init__("typing", "Optional", *typeargs)

    class Sequence(TypeRef):
        def __init__(self, *typeargs: TypeRef):
            super().__init__("typing", "Sequence", *typeargs)

    class Tuple(TypeRef):
        def __init__(self, *typeargs: TypeRef):
            super().__init__("typing", "Tuple", *typeargs)

    class Mapping(TypeRef):
        def __init__(self, *typeargs: TypeRef):
            super().__init__("typing", "Mapping", *typeargs)

    class List(TypeRef):
        def __init__(self, *typeargs: TypeRef):
            super().__init__("typing", "List", *typeargs)

    class Annotation(TypeRef):
        def __init__(self, *typeargs: TypeRef):
            super().__init__("typing", "Annotation", *typeargs)

    class Callable(TypeRef):
        def __init__(self, *typeargs: TypeRef):
            super().__init__("typing", "Callable", *typeargs)


class Arg(Node):
    class Roles:
        Type = Role("Arg.Type")
        DefaultValue = Role("Arg.DefaultValue")

    def __init__(
        self,
        name: str,
        type: Optional[TypeRef] = None,
        default_value: Optional[Expr] = None,
        is_vararg: bool = False,
        is_kwarg: bool = False,
        doc: Optional[str] = None,
    ):
        super().__init__()
        self.name = name
        self.is_vararg = is_vararg
        self.is_kwarg = is_kwarg
        self.doc = doc
        self.append_child(type, Arg.Roles.Type)
        self.append_child(default_value, Arg.Roles.DefaultValue)

    @property
    def type(self) -> Optional[TypeRef]:
        return first_or_none(self.get_children_in_role(Arg.Roles.Type))

    @property
    def default_value(self) -> Optional[Expr]:
        return first_or_none(self.get_children_in_role(Arg.Roles.DefaultValue))

    @default_value.setter
    def default_value(self, value: Optional[Expr]):
        self._set_single_child(value, Arg.Roles.DefaultValue)

    @property
    def has_default_value(self) -> bool:
        return self.default_value is not None

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_arg)


class Stmt(Node, ABC):
    pass


class BlockStmt(Stmt, ABC):
    pass


class Pass(Stmt):
    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_pass)


class ThunkStmt(Stmt):
    class Roles:
        Thunk = Role("ThunkStmt.Thunk")

    def __init__(self, *thunks: Union[str, Stmt]):
        super().__init__()
        self.thunk: Optional[str] = None
        if len(thunks) == 1 and isinstance(thunks[0], str):
            self.thunk = thunks[0]
        else:
            for thunk in thunks:
                if isinstance(thunk, str):
                    self.append_child(ThunkStmt(thunk), ThunkStmt.Roles.Thunk)
                else:
                    self.append_child(thunk, ThunkStmt.Roles.Thunk)

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_thunk_stmt)


class FunctionDef(BlockStmt):
    class Roles:
        Args = Role("FunctionDef.Args")
        ReturnType = Role("FunctionDef.ReturnType")
        Body = Role("FunctionDef.Body")

    def __init__(
        self,
        name: str,
        *args: Arg,
        return_type: Optional[TypeRef] = None,
        body: Union[Stmt, Iterable[Stmt]] = (),
        doc: Optional[str] = None,
    ):
        super().__init__()
        self.name = name
        self.doc = doc
        self.append_children(args, FunctionDef.Roles.Args)
        self.append_children(return_type, FunctionDef.Roles.ReturnType)
        self.append_children(body, FunctionDef.Roles.Body)

    @property
    def args(self) -> Iterable[Arg]:
        return self.get_children_in_role(FunctionDef.Roles.Args)

    def append_arg(self, base: TypeRef):
        _assert_instance(base, TypeRef)
        self.append_child(base, FunctionDef.Roles.Args)

    @property
    def return_type(self) -> Optional[TypeRef]:
        return self._get_single_child(FunctionDef.Roles.ReturnType)

    @return_type.setter
    def return_type(self, return_type: Optional[TypeRef]):
        self._set_single_child(return_type, FunctionDef.Roles.ReturnType)

    @property
    def body(self) -> Iterable[Stmt]:
        return self.get_children_in_role(FunctionDef.Roles.Body)

    def append_body(self, stmt: Stmt):
        _assert_instance(stmt, Stmt)
        self.append_child(stmt, FunctionDef.Roles.Body)

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_functiondef)


class ClassDef(BlockStmt):
    class Roles:
        Bases = Role("ClassDef.Bases")
        Body = Role("ClassDef.Body")

    def __init__(self, name: str, *body: Stmt, bases: Union[TypeRef, Iterable[TypeRef]] = ()):
        super().__init__()
        self.name = name
        self.append_children(bases, ClassDef.Roles.Bases)
        self.append_children(body, ClassDef.Roles.Body)

    @property
    def bases(self) -> Iterable[TypeRef]:
        return self.get_children_in_role(ClassDef.Roles.Bases)

    def append_base(self, base: TypeRef):
        _assert_instance(base, TypeRef)
        self.append_child(base, ClassDef.Roles.Bases)

    @property
    def body(self) -> Iterable[Stmt]:
        return self.get_children_in_role(ClassDef.Roles.Body)

    def make_typeref(self) -> TypeRef:
        return TypeRef(self.parent.qual_name if self.parent else None, self.name)

    def append_body(self, stmt: Stmt):
        _assert_instance(stmt, Stmt)
        self.append_child(stmt, ClassDef.Roles.Body)

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_classdef)


class Return(Stmt):
    class Roles:
        Expr = Role("Return.Expr")

    def __init__(self, expr: Expr):
        super().__init__()
        self.append_child(expr, Return.Roles.Expr)

    @property
    def expr(self):
        return self._get_single_child(Return.Roles.Expr)

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_return)


class Assign(Stmt):
    class Roles:
        Target = Role("Assign.Target")
        Value = Role("Assign.Value")
        Type = Role("Assign.Type")

    def __init__(self, target: Expr, value: Expr, type: Optional[TypeRef] = None):
        super().__init__()
        self.target = target
        self.value = value
        self.type = type

    @property
    def target(self) -> Optional[Expr]:
        return self._get_single_child(Assign.Roles.Target)

    @target.setter
    def target(self, expr: Optional[Expr]):
        self._set_single_child(expr, Assign.Roles.Target)

    @property
    def value(self) -> Optional[Expr]:
        return self._get_single_child(Assign.Roles.Value)

    @value.setter
    def value(self, expr: Optional[Expr]):
        self._set_single_child(expr, Assign.Roles.Value)

    @property
    def type(self) -> Optional[TypeRef]:
        return self._get_single_child(Assign.Roles.Type)

    @type.setter
    def type(self, expr: Optional[TypeRef]):
        self._set_single_child(expr, Assign.Roles.Type)

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_assign)


class If(BlockStmt):
    class Roles:
        Condition = Role("If.Condition")
        TrueBody = Role("If.TrueBody")
        FalseBody = Role("If.FalseBody")

    def __init__(
        self,
        condition: Expr,
        true_body: Iterable[Stmt],
        false_body: Optional[Iterable[Stmt]] = None,
    ):
        super().__init__()
        self.condition = condition
        self.append_children(true_body, If.Roles.TrueBody)
        self.append_children(false_body, If.Roles.FalseBody)

    @property
    def condition(self) -> Optional[Expr]:
        return self._get_single_child(If.Roles.Condition)

    @condition.setter
    def condition(self, expr: Optional[Expr]):
        self._set_single_child(expr, If.Roles.Condition)

    @property
    def true_body(self) -> Iterable[Stmt]:
        return self.get_children_in_role(If.Roles.TrueBody)

    @property
    def false_body(self) -> Iterable[Stmt]:
        return self.get_children_in_role(If.Roles.FalseBody)

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_if)


class Raise(Node):
    class Roles:
        Expr = Role("Raise.Expr")

    def __init__(self, expr: Expr):
        super().__init__()
        self.append_child(expr, Raise.Roles.Expr)

    @property
    def expr(self):
        return first(self.get_children_in_role(Raise.Roles.Expr))

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_raise)


class Alias(Node):
    def __init__(self, name: str, alias: Optional[str] = None):
        super().__init__()
        self.name = name
        self.alias = alias

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_alias)


class ImportBase(Stmt, ABC):
    class Roles:
        Names = Role("ImportBase.Names")

    def __init__(self, *names: Alias):
        super().__init__()
        self.append_children(names, ImportBase.Roles.Names)

    @property
    def names(self) -> Iterable[Alias]:
        return self.get_children_in_role(ImportBase.Roles.Names)


class Import(ImportBase):
    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_import)


class ImportFrom(ImportBase):
    def __init__(self, module: str, *names: Alias, level: Optional[int] = None):
        super().__init__(*names)
        self.module = module
        self.level = level

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_importfrom)


class Module(Node):
    class Roles:
        Body = Role("Module.Body")

    def __init__(self, *body: Stmt, name: Optional[str] = None):
        super().__init__()
        self.name = name
        self.append_children(body, Module.Roles.Body)

    @property
    def body(self) -> Iterable[Stmt]:
        return self.get_children_in_role(Module.Roles.Body)

    def append_body(self, *stmts: Node):
        self.append_children(stmts, Module.Roles.Body)

    def accept(self, visitor: Visitor):
        self._dispatch_visit(visitor.visit_module)


class VisitKind(Enum):
    NONE = 0
    ENTER = 1
    LEAVE = 2


class Visitor:
    def __init__(self):
        self.visit_kind = VisitKind.NONE
        self.node_stack = []

    def enter(self, node: Node):
        self.visit_kind = VisitKind.ENTER
        self.node_stack.append(node)

    def leave(self, node: Node):
        self.visit_kind = VisitKind.LEAVE

    def finish(self, node: Node):
        self.visit_kind = VisitKind.NONE
        self.node_stack.pop()

    def visit_node(self, node: Node) -> Optional[bool]:
        return True

    def visit_expr(self, expr: Expr) -> Optional[bool]:
        return self.visit_node(expr)

    def visit_name(self, name: Name) -> Optional[bool]:
        return self.visit_expr(name)

    def visit_constant(self, constant: Constant) -> Optional[bool]:
        return self.visit_expr(constant)

    def visit_binop(self, binop: BinOp) -> Optional[bool]:
        return self.visit_expr(binop)

    def visit_subscript(self, subscript: Subscript) -> Optional[bool]:
        return self.visit_expr(subscript)

    def visit_starred(self, starred: Starred) -> Optional[bool]:
        return self.visit_expr(starred)

    def visit_call(self, call: Call) -> Optional[bool]:
        return self.visit_expr(call)

    def visit_lambda(self, lambda_: Lambda) -> Optional[bool]:
        return self.visit_expr(lambda_)

    def visit_expr_list(self, expr_list: ExprList) -> Optional[bool]:
        return self.visit_expr(expr_list)

    def visit_thunk_expr(self, thunk: ThunkExpr) -> Optional[bool]:
        return self.visit_expr(thunk)

    def visit_tuple_expr(self, tuple: TupleExpr) -> Optional[bool]:
        return self.visit_expr_list(tuple)

    def visit_list_expr(self, list: ListExpr) -> Optional[bool]:
        return self.visit_expr_list(list)

    def visit_set_expr(self, set: SetExpr) -> Optional[bool]:
        return self.visit_expr_list(set)

    def visit_dict_elem(self, elem: DictElem) -> Optional[bool]:
        return self.visit_expr(elem)

    def visit_dict_expr(self, dict: DictExpr) -> Optional[bool]:
        return self.visit_expr_list(dict)

    def visit_typeref(self, typeref: TypeRef) -> Optional[bool]:
        return self.visit_expr(typeref)

    def visit_arg(self, arg: Arg) -> Optional[bool]:
        return self.visit_node(arg)

    def visit_stmt(self, stmt: Stmt) -> Optional[bool]:
        return self.visit_node(stmt)

    def visit_blockstmt(self, block: BlockStmt) -> Optional[bool]:
        return self.visit_stmt(block)

    def visit_pass(self, pass_: Pass) -> Optional[bool]:
        return self.visit_stmt(pass_)

    def visit_thunk_stmt(self, thunk: ThunkStmt) -> Optional[bool]:
        return self.visit_stmt(thunk)

    def visit_functiondef(self, functiondef: FunctionDef) -> Optional[bool]:
        return self.visit_stmt(functiondef)

    def visit_classdef(self, classdef: ClassDef) -> Optional[bool]:
        return self.visit_stmt(classdef)

    def visit_return(self, return_: Return) -> Optional[bool]:
        return self.visit_stmt(return_)

    def visit_assign(self, assign: Assign) -> Optional[bool]:
        return self.visit_stmt(assign)

    def visit_if(self, if_: If) -> Optional[bool]:
        return self.visit_stmt(if_)

    def visit_raise(self, raise_: Raise) -> Optional[bool]:
        return self.visit_stmt(raise_)

    def visit_alias(self, alias: Alias) -> Optional[bool]:
        return self.visit_node(alias)

    def visit_importbase(self, import_: ImportBase) -> Optional[bool]:
        return self.visit_stmt(import_)

    def visit_import(self, import_: Import) -> Optional[bool]:
        return self.visit_importbase(import_)

    def visit_importfrom(self, importfrom: ImportFrom) -> Optional[bool]:
        return self.visit_importbase(importfrom)

    def visit_module(self, module: Module) -> Optional[bool]:
        return self.visit_node(module)


class FixupVisitor(Visitor, ABC):
    pass


class PopulateEmptyMemberBodies(FixupVisitor):
    def visit_classdef(self, classdef: ClassDef) -> Optional[bool]:
        if self.visit_kind is VisitKind.ENTER and not any(classdef.body):
            classdef.append_child(Pass(), ClassDef.Roles.Body)
        return True

    def visit_functiondef(self, functiondef: FunctionDef) -> Optional[bool]:
        if self.visit_kind is VisitKind.ENTER and not any(functiondef.body):
            functiondef.append_child(Pass(), FunctionDef.Roles.Body)
        return True


class NameCollector(Visitor):
    def __init__(self, predicate: NodePredicate):
        super().__init__()
        _assert_instance(predicate, NodePredicate)
        self._predicate = predicate
        self.names: Set[str] = set()

    def leave(self, node: Node) -> Optional[bool]:
        if self._predicate.matches(node) and hasattr(node, "name"):
            self.names.add(node.name)


class ImportAdjuster(FixupVisitor):
    def __init__(self):
        super().__init__()
        self.naming_conflicts: Set[str] = set()

    def enter(self, node: Node):
        if len(self.node_stack) == 0:
            collector = NameCollector(
                NodePredicate(func=lambda n: isinstance(n, (ClassDef, FunctionDef)))
            )
            node.accept(collector)
            self.naming_conflicts = collector.names
        super().enter(node)

    def leave(self, node: Node):
        super().leave(node)
        if len(self.node_stack) == 0:
            self.naming_conflicts = set()

    def visit_typeref(self, typeref: TypeRef) -> Optional[bool]:
        if self.visit_kind is not VisitKind.ENTER or not typeref.module:
            return True

        module = first_or_none(typeref.get_ancestors_of_type(Module))
        if module is None:
            return True

        def adjust_typeref(import_alias: Optional[str]):
            typeref.module = None
            if import_alias:
                typeref.name = import_alias

        import_from: ImportFrom = None

        # Reuse an existing import if we have one; if so,
        # and the imported name is already specified, return
        # early as there's nothing to import. In that case, also
        # adjust the typeref if the import is aliased due to
        # conflict resolution below from a previous pass.
        for import_ in filter(
            lambda i: i.module == typeref.module, module.get_children_of_type(ImportFrom)
        ):
            import_from = import_
            for imported_name in filter(
                lambda i: i.name in (typeref.name, typeref.name), import_.names
            ):
                adjust_typeref(imported_name.alias)
                return True

        # See if the type name conflicts with other names in the
        # module (class and function names). If so, adjust the
        # name to create an alias on the import. This rewrites
        # conflicts like:
        #   from typing import Optional
        #   def Optional(thing: Optional[str]): ...
        # To:
        #   from typing import Optional as _Optional
        #   def Optional(thing: _Optional[str]): ...
        conflict_alias = typeref.name
        while conflict_alias in self.naming_conflicts:
            conflict_alias = f"_{conflict_alias}"
        if conflict_alias == typeref.name:
            import_alias = Alias(typeref.name)
        else:
            import_alias = Alias(typeref.name, conflict_alias)

        # Expand or create the import
        if import_from is None:
            module.prepend_child(ImportFrom(typeref.module, import_alias), Module.Roles.Body)
        else:
            import_from.append_child(import_alias, ImportBase.Roles.Names)

        adjust_typeref(conflict_alias)
        return True


class NodeWriterOptions:
    def __init__(self, indent="    ", newline="\n", insert_final_newline=True):
        self.indent = indent
        self.newline = newline
        self.insert_final_newline = insert_final_newline


class NodeWriter(Visitor, ABC):
    def __init__(self, stream: TextIO, options: Optional[NodeWriterOptions] = None):
        super().__init__()
        self._stream = stream
        self._options = options or NodeWriterOptions()
        self._indent_level = 0
        self._last_char = ""

    def enter(self, node: Node):
        super().enter(node)
        if node.leading_trivia:
            self.write(node.leading_trivia)

    def finish(self, node: Node):
        super().finish(node)
        if node.trailing_trivia:
            self.write(node.trailing_trivia)
        if self._options.insert_final_newline and len(self.node_stack) == 0:
            self.write("\n")

    def indent(self):
        self._indent_level += 1

    def dedent(self):
        self._indent_level -= 1

    def write_indent(self):
        self._stream.write(self._options.indent * self._indent_level)

    def _raw_write(self, str: str):
        if len(str) > 0:
            if self._options.newline != "\n":
                self._stream.write(str.replace("\n", self._options.newline))
            else:
                self._stream.write(str)
            self._last_char = str[-1]

    def write(self, *texts: str, separator: str = "", allow_empty_text: bool = False):
        for i, text in enumerate(texts):
            if not allow_empty_text and len(text) == 0:
                continue
            if self._last_char == "\n":
                self.write_indent()
            if i > 0:
                self._raw_write(separator)
                if separator == "\n":
                    self.write_indent()
            self._raw_write(text)

    def dispatch_write(
        self,
        separator: Union[str, Callable[[Node], str]],
        nodes: Iterable[Node],
        prefix: str = "",
        suffix: str = "",
    ):
        self.write(prefix)
        for i, node in enumerate(nodes):
            if i > 0:
                if callable(separator):
                    self.write(separator(node))
                else:
                    self.write(separator)
            node.accept(self)
        self.write(suffix)


class PythonWriter(NodeWriter):
    def visit_node(self, node: Node) -> Optional[bool]:
        raise NotImplementedError(f"no visitor for node {node}")

    def visit_module(self, module: Module):
        def sep(node: Node):
            node_is_block = isinstance(node, BlockStmt)
            prev_is_block = isinstance(node.prev_sibling, BlockStmt)
            if prev_is_block or (node_is_block and not prev_is_block):
                return "\n\n\n"
            else:
                return "\n"

        self.dispatch_write(sep, module.body)

    def visit_alias(self, alias: Alias):
        self.write(alias.name)
        if alias.alias:
            self.write(" as ")
            self.write(alias.alias)

    def visit_import(self, import_: Import):
        self.write("import ")
        self.dispatch_write(", ", import_.names)

    def visit_importfrom(self, importfrom: ImportFrom):
        self.write(f"from {importfrom.module} import ")
        self.dispatch_write(", ", importfrom.names)

    def visit_typeref(self, typeref: TypeRef):
        if typeref.module and len(typeref.module) > 0:
            self.write(typeref.module)
            self.write(".")
        self.write(typeref.name)
        if any(typeref.typeargs):
            self.write("[")
            self.dispatch_write(", ", typeref.typeargs)
            self.write("]")

    def visit_arg(self, arg: Arg):
        if arg.is_vararg:
            self.write("*")
        self.write(arg.name)
        if arg.type:
            self.write(": ")
            arg.type.accept(self)
        if arg.default_value:
            self.write(" = ")
            arg.default_value.accept(self)

    def visit_thunk_expr(self, thunk: ThunkExpr):
        self.write(thunk.code)

    def visit_name(self, name: Name):
        self.write(name.identifier)

    def visit_constant(self, constant: Constant):
        self.write(
            repr(constant.value) if isinstance(constant.value, str) else str(constant.value)
        )

    def visit_binop(self, binop: BinOp):
        binop.left.accept(self)
        self.write(f" {binop.op} ")
        binop.right.accept(self)

    def visit_subscript(self, subscript: Subscript):
        subscript.value.accept(self)
        self.write("[")
        subscript.slice.accept(self)
        self.write("]")

    def visit_starred(self, starred: Starred):
        self.write("*")
        starred.expr.accept(self)

    def visit_call(self, call: Call):
        call.func.accept(self)
        self.dispatch_write(", ", call.args, prefix="(", suffix=")")

    def visit_lambda(self, lambda_: Lambda):
        self.write("lambda ")
        self.dispatch_write(", ", lambda_.args)
        self.write(": ")
        lambda_.body.accept(self)

    def visit_tuple_expr(self, tuple: TupleExpr):
        self.dispatch_write(", ", tuple.elements, prefix="(", suffix=",)")

    def visit_list_expr(self, list: ListExpr):
        self.dispatch_write(", ", list.elements, prefix="[", suffix="]")

    def visit_set_expr(self, set: ListExpr):
        self.dispatch_write(", ", set.elements, prefix="{", suffix="}")

    def visit_dict_elem(self, elem: DictElem):
        elem.key.accept(self)
        self.write(": ")
        elem.value.accept(self)

    def visit_dict_expr(self, dict: DictExpr):
        self.dispatch_write(", ", dict.elements, prefix="{", suffix="}")

    def visit_pass(self, pass_: Pass):
        self.write("pass")

    def visit_thunk_stmt(self, thunk: ThunkStmt) -> bool:
        if self.visit_kind == VisitKind.ENTER and thunk.thunk:
            lines = dedent(thunk.thunk).splitlines()
            self.write(*lines, separator="\n", allow_empty_text=True)
            if thunk.next_sibling:
                self.write("\n")
        return True

    def visit_assign(self, assign: Assign):
        assign.target.accept(self)
        if assign.type:
            self.write(": ")
            assign.type.accept(self)
        self.write(" = ")
        assign.value.accept(self)

    def visit_if(self, if_: If):
        self.write("if ")
        if_.condition.accept(self)
        self.write(":\n")
        self.indent()
        self.dispatch_write("\n", if_.true_body)
        self.dedent()
        if first_or_none(if_.false_body) is not None:
            self.write("else:\n")
            self.indent()
            self.dispatch_write("\n", if_.false_body)
            self.dedent()

    def visit_raise(self, raise_: Raise):
        self.write("raise ")
        raise_.expr.accept(self)

    def visit_functiondef(self, functiondef: FunctionDef):
        self.write("def ", functiondef.name, "(")
        self.dispatch_write(", ", functiondef.args)
        self.write(")")
        if functiondef.return_type:
            self.write(" -> ")
            functiondef.return_type.accept(self)
        self.write(":\n")
        self.indent()
        if functiondef.doc:
            self.write('r"""')
            for line in dedent(functiondef.doc).splitlines():
                self.write(line)
                self.write("\n")
            self.write('"""\n\n')
        self.dispatch_write("\n", functiondef.body)
        self.dedent()

    def visit_classdef(self, classdef: ClassDef):
        self.write("class ", classdef.name)
        if any(classdef.bases):
            self.write("(")
            self.dispatch_write(", ", classdef.bases)
            self.write(")")
        self.write(":\n")
        self.indent()
        self.dispatch_write("\n\n", classdef.body)
        self.dedent()

    def visit_return(self, return_: Return):
        self.write("return ")
        return_.expr.accept(self)


class DocCommentBuilder(Visitor):
    def __init__(self, width: int = 80):
        super().__init__()
        self.width = width

    def visit_functiondef(self, functiondef: FunctionDef):
        def wrap(text: str, initial_indent="", subsequent_indent=""):
            return TextWrapper(
                width=self.width,
                initial_indent=initial_indent,
                subsequent_indent=subsequent_indent,
                expand_tabs=False,
                replace_whitespace=False,
                fix_sentence_endings=False,
                break_long_words=False,
                break_on_hyphens=False,
            ).fill(text)

        argsdoc = ""
        for arg in functiondef.args:
            if arg.doc:
                argsdoc += wrap(f"{arg.name}: {arg.doc}", " " * 4, " " * 8) + "\n\n"
        if argsdoc:
            functiondef.doc += "\n\nArgs:\n" + argsdoc

        if functiondef.doc:
            functiondef.doc = functiondef.doc.strip()