Coverage for /pythoncovmergedfiles/medio/medio/usr/lib/python3.9/inspect.py: 7%

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1"""Get useful information from live Python objects. 

2 

3This module encapsulates the interface provided by the internal special 

4attributes (co_*, im_*, tb_*, etc.) in a friendlier fashion. 

5It also provides some help for examining source code and class layout. 

6 

7Here are some of the useful functions provided by this module: 

8 

9 ismodule(), isclass(), ismethod(), isfunction(), isgeneratorfunction(), 

10 isgenerator(), istraceback(), isframe(), iscode(), isbuiltin(), 

11 isroutine() - check object types 

12 getmembers() - get members of an object that satisfy a given condition 

13 

14 getfile(), getsourcefile(), getsource() - find an object's source code 

15 getdoc(), getcomments() - get documentation on an object 

16 getmodule() - determine the module that an object came from 

17 getclasstree() - arrange classes so as to represent their hierarchy 

18 

19 getargvalues(), getcallargs() - get info about function arguments 

20 getfullargspec() - same, with support for Python 3 features 

21 formatargvalues() - format an argument spec 

22 getouterframes(), getinnerframes() - get info about frames 

23 currentframe() - get the current stack frame 

24 stack(), trace() - get info about frames on the stack or in a traceback 

25 

26 signature() - get a Signature object for the callable 

27""" 

28 

29# This module is in the public domain. No warranties. 

30 

31__author__ = ('Ka-Ping Yee <ping@lfw.org>', 

32 'Yury Selivanov <yselivanov@sprymix.com>') 

33 

34import abc 

35import ast 

36import dis 

37import collections.abc 

38import enum 

39import importlib.machinery 

40import itertools 

41import linecache 

42import os 

43import re 

44import sys 

45import tokenize 

46import token 

47import types 

48import warnings 

49import functools 

50import builtins 

51from operator import attrgetter 

52from collections import namedtuple, OrderedDict 

53 

54# Create constants for the compiler flags in Include/code.h 

55# We try to get them from dis to avoid duplication 

56mod_dict = globals() 

57for k, v in dis.COMPILER_FLAG_NAMES.items(): 

58 mod_dict["CO_" + v] = k 

59 

60# See Include/object.h 

61TPFLAGS_IS_ABSTRACT = 1 << 20 

62 

63# ----------------------------------------------------------- type-checking 

64def ismodule(object): 

65 """Return true if the object is a module. 

66 

67 Module objects provide these attributes: 

68 __cached__ pathname to byte compiled file 

69 __doc__ documentation string 

70 __file__ filename (missing for built-in modules)""" 

71 return isinstance(object, types.ModuleType) 

72 

73def isclass(object): 

74 """Return true if the object is a class. 

75 

76 Class objects provide these attributes: 

77 __doc__ documentation string 

78 __module__ name of module in which this class was defined""" 

79 return isinstance(object, type) 

80 

81def ismethod(object): 

82 """Return true if the object is an instance method. 

83 

84 Instance method objects provide these attributes: 

85 __doc__ documentation string 

86 __name__ name with which this method was defined 

87 __func__ function object containing implementation of method 

88 __self__ instance to which this method is bound""" 

89 return isinstance(object, types.MethodType) 

90 

91def ismethoddescriptor(object): 

92 """Return true if the object is a method descriptor. 

93 

94 But not if ismethod() or isclass() or isfunction() are true. 

95 

96 This is new in Python 2.2, and, for example, is true of int.__add__. 

97 An object passing this test has a __get__ attribute but not a __set__ 

98 attribute, but beyond that the set of attributes varies. __name__ is 

99 usually sensible, and __doc__ often is. 

100 

101 Methods implemented via descriptors that also pass one of the other 

102 tests return false from the ismethoddescriptor() test, simply because 

103 the other tests promise more -- you can, e.g., count on having the 

104 __func__ attribute (etc) when an object passes ismethod().""" 

105 if isclass(object) or ismethod(object) or isfunction(object): 

106 # mutual exclusion 

107 return False 

108 tp = type(object) 

109 return hasattr(tp, "__get__") and not hasattr(tp, "__set__") 

110 

111def isdatadescriptor(object): 

112 """Return true if the object is a data descriptor. 

113 

114 Data descriptors have a __set__ or a __delete__ attribute. Examples are 

115 properties (defined in Python) and getsets and members (defined in C). 

116 Typically, data descriptors will also have __name__ and __doc__ attributes 

117 (properties, getsets, and members have both of these attributes), but this 

118 is not guaranteed.""" 

119 if isclass(object) or ismethod(object) or isfunction(object): 

120 # mutual exclusion 

121 return False 

122 tp = type(object) 

123 return hasattr(tp, "__set__") or hasattr(tp, "__delete__") 

124 

125if hasattr(types, 'MemberDescriptorType'): 

126 # CPython and equivalent 

127 def ismemberdescriptor(object): 

128 """Return true if the object is a member descriptor. 

129 

130 Member descriptors are specialized descriptors defined in extension 

131 modules.""" 

132 return isinstance(object, types.MemberDescriptorType) 

133else: 

134 # Other implementations 

135 def ismemberdescriptor(object): 

136 """Return true if the object is a member descriptor. 

137 

138 Member descriptors are specialized descriptors defined in extension 

139 modules.""" 

140 return False 

141 

142if hasattr(types, 'GetSetDescriptorType'): 

143 # CPython and equivalent 

144 def isgetsetdescriptor(object): 

145 """Return true if the object is a getset descriptor. 

146 

147 getset descriptors are specialized descriptors defined in extension 

148 modules.""" 

149 return isinstance(object, types.GetSetDescriptorType) 

150else: 

151 # Other implementations 

152 def isgetsetdescriptor(object): 

153 """Return true if the object is a getset descriptor. 

154 

155 getset descriptors are specialized descriptors defined in extension 

156 modules.""" 

157 return False 

158 

159def isfunction(object): 

160 """Return true if the object is a user-defined function. 

161 

162 Function objects provide these attributes: 

163 __doc__ documentation string 

164 __name__ name with which this function was defined 

165 __code__ code object containing compiled function bytecode 

166 __defaults__ tuple of any default values for arguments 

167 __globals__ global namespace in which this function was defined 

168 __annotations__ dict of parameter annotations 

169 __kwdefaults__ dict of keyword only parameters with defaults""" 

170 return isinstance(object, types.FunctionType) 

171 

172def _has_code_flag(f, flag): 

173 """Return true if ``f`` is a function (or a method or functools.partial 

174 wrapper wrapping a function) whose code object has the given ``flag`` 

175 set in its flags.""" 

176 while ismethod(f): 

177 f = f.__func__ 

178 f = functools._unwrap_partial(f) 

179 if not isfunction(f): 

180 return False 

181 return bool(f.__code__.co_flags & flag) 

182 

183def isgeneratorfunction(obj): 

184 """Return true if the object is a user-defined generator function. 

185 

186 Generator function objects provide the same attributes as functions. 

187 See help(isfunction) for a list of attributes.""" 

188 return _has_code_flag(obj, CO_GENERATOR) 

189 

190def iscoroutinefunction(obj): 

191 """Return true if the object is a coroutine function. 

192 

193 Coroutine functions are defined with "async def" syntax. 

194 """ 

195 return _has_code_flag(obj, CO_COROUTINE) 

196 

197def isasyncgenfunction(obj): 

198 """Return true if the object is an asynchronous generator function. 

199 

200 Asynchronous generator functions are defined with "async def" 

201 syntax and have "yield" expressions in their body. 

202 """ 

203 return _has_code_flag(obj, CO_ASYNC_GENERATOR) 

204 

205def isasyncgen(object): 

206 """Return true if the object is an asynchronous generator.""" 

207 return isinstance(object, types.AsyncGeneratorType) 

208 

209def isgenerator(object): 

210 """Return true if the object is a generator. 

211 

212 Generator objects provide these attributes: 

213 __iter__ defined to support iteration over container 

214 close raises a new GeneratorExit exception inside the 

215 generator to terminate the iteration 

216 gi_code code object 

217 gi_frame frame object or possibly None once the generator has 

218 been exhausted 

219 gi_running set to 1 when generator is executing, 0 otherwise 

220 next return the next item from the container 

221 send resumes the generator and "sends" a value that becomes 

222 the result of the current yield-expression 

223 throw used to raise an exception inside the generator""" 

224 return isinstance(object, types.GeneratorType) 

225 

226def iscoroutine(object): 

227 """Return true if the object is a coroutine.""" 

228 return isinstance(object, types.CoroutineType) 

229 

230def isawaitable(object): 

231 """Return true if object can be passed to an ``await`` expression.""" 

232 return (isinstance(object, types.CoroutineType) or 

233 isinstance(object, types.GeneratorType) and 

234 bool(object.gi_code.co_flags & CO_ITERABLE_COROUTINE) or 

235 isinstance(object, collections.abc.Awaitable)) 

236 

237def istraceback(object): 

238 """Return true if the object is a traceback. 

239 

240 Traceback objects provide these attributes: 

241 tb_frame frame object at this level 

242 tb_lasti index of last attempted instruction in bytecode 

243 tb_lineno current line number in Python source code 

244 tb_next next inner traceback object (called by this level)""" 

245 return isinstance(object, types.TracebackType) 

246 

247def isframe(object): 

248 """Return true if the object is a frame object. 

249 

250 Frame objects provide these attributes: 

251 f_back next outer frame object (this frame's caller) 

252 f_builtins built-in namespace seen by this frame 

253 f_code code object being executed in this frame 

254 f_globals global namespace seen by this frame 

255 f_lasti index of last attempted instruction in bytecode 

256 f_lineno current line number in Python source code 

257 f_locals local namespace seen by this frame 

258 f_trace tracing function for this frame, or None""" 

259 return isinstance(object, types.FrameType) 

260 

261def iscode(object): 

262 """Return true if the object is a code object. 

263 

264 Code objects provide these attributes: 

265 co_argcount number of arguments (not including *, ** args 

266 or keyword only arguments) 

267 co_code string of raw compiled bytecode 

268 co_cellvars tuple of names of cell variables 

269 co_consts tuple of constants used in the bytecode 

270 co_filename name of file in which this code object was created 

271 co_firstlineno number of first line in Python source code 

272 co_flags bitmap: 1=optimized | 2=newlocals | 4=*arg | 8=**arg 

273 | 16=nested | 32=generator | 64=nofree | 128=coroutine 

274 | 256=iterable_coroutine | 512=async_generator 

275 co_freevars tuple of names of free variables 

276 co_posonlyargcount number of positional only arguments 

277 co_kwonlyargcount number of keyword only arguments (not including ** arg) 

278 co_lnotab encoded mapping of line numbers to bytecode indices 

279 co_name name with which this code object was defined 

280 co_names tuple of names of local variables 

281 co_nlocals number of local variables 

282 co_stacksize virtual machine stack space required 

283 co_varnames tuple of names of arguments and local variables""" 

284 return isinstance(object, types.CodeType) 

285 

286def isbuiltin(object): 

287 """Return true if the object is a built-in function or method. 

288 

289 Built-in functions and methods provide these attributes: 

290 __doc__ documentation string 

291 __name__ original name of this function or method 

292 __self__ instance to which a method is bound, or None""" 

293 return isinstance(object, types.BuiltinFunctionType) 

294 

295def isroutine(object): 

296 """Return true if the object is any kind of function or method.""" 

297 return (isbuiltin(object) 

298 or isfunction(object) 

299 or ismethod(object) 

300 or ismethoddescriptor(object)) 

301 

302def isabstract(object): 

303 """Return true if the object is an abstract base class (ABC).""" 

304 if not isinstance(object, type): 

305 return False 

306 if object.__flags__ & TPFLAGS_IS_ABSTRACT: 

307 return True 

308 if not issubclass(type(object), abc.ABCMeta): 

309 return False 

310 if hasattr(object, '__abstractmethods__'): 

311 # It looks like ABCMeta.__new__ has finished running; 

312 # TPFLAGS_IS_ABSTRACT should have been accurate. 

313 return False 

314 # It looks like ABCMeta.__new__ has not finished running yet; we're 

315 # probably in __init_subclass__. We'll look for abstractmethods manually. 

316 for name, value in object.__dict__.items(): 

317 if getattr(value, "__isabstractmethod__", False): 

318 return True 

319 for base in object.__bases__: 

320 for name in getattr(base, "__abstractmethods__", ()): 

321 value = getattr(object, name, None) 

322 if getattr(value, "__isabstractmethod__", False): 

323 return True 

324 return False 

325 

326def getmembers(object, predicate=None): 

327 """Return all members of an object as (name, value) pairs sorted by name. 

328 Optionally, only return members that satisfy a given predicate.""" 

329 if isclass(object): 

330 mro = (object,) + getmro(object) 

331 else: 

332 mro = () 

333 results = [] 

334 processed = set() 

335 names = dir(object) 

336 # :dd any DynamicClassAttributes to the list of names if object is a class; 

337 # this may result in duplicate entries if, for example, a virtual 

338 # attribute with the same name as a DynamicClassAttribute exists 

339 try: 

340 for base in object.__bases__: 

341 for k, v in base.__dict__.items(): 

342 if isinstance(v, types.DynamicClassAttribute): 

343 names.append(k) 

344 except AttributeError: 

345 pass 

346 for key in names: 

347 # First try to get the value via getattr. Some descriptors don't 

348 # like calling their __get__ (see bug #1785), so fall back to 

349 # looking in the __dict__. 

350 try: 

351 value = getattr(object, key) 

352 # handle the duplicate key 

353 if key in processed: 

354 raise AttributeError 

355 except AttributeError: 

356 for base in mro: 

357 if key in base.__dict__: 

358 value = base.__dict__[key] 

359 break 

360 else: 

361 # could be a (currently) missing slot member, or a buggy 

362 # __dir__; discard and move on 

363 continue 

364 if not predicate or predicate(value): 

365 results.append((key, value)) 

366 processed.add(key) 

367 results.sort(key=lambda pair: pair[0]) 

368 return results 

369 

370Attribute = namedtuple('Attribute', 'name kind defining_class object') 

371 

372def classify_class_attrs(cls): 

373 """Return list of attribute-descriptor tuples. 

374 

375 For each name in dir(cls), the return list contains a 4-tuple 

376 with these elements: 

377 

378 0. The name (a string). 

379 

380 1. The kind of attribute this is, one of these strings: 

381 'class method' created via classmethod() 

382 'static method' created via staticmethod() 

383 'property' created via property() 

384 'method' any other flavor of method or descriptor 

385 'data' not a method 

386 

387 2. The class which defined this attribute (a class). 

388 

389 3. The object as obtained by calling getattr; if this fails, or if the 

390 resulting object does not live anywhere in the class' mro (including 

391 metaclasses) then the object is looked up in the defining class's 

392 dict (found by walking the mro). 

393 

394 If one of the items in dir(cls) is stored in the metaclass it will now 

395 be discovered and not have None be listed as the class in which it was 

396 defined. Any items whose home class cannot be discovered are skipped. 

397 """ 

398 

399 mro = getmro(cls) 

400 metamro = getmro(type(cls)) # for attributes stored in the metaclass 

401 metamro = tuple(cls for cls in metamro if cls not in (type, object)) 

402 class_bases = (cls,) + mro 

403 all_bases = class_bases + metamro 

404 names = dir(cls) 

405 # :dd any DynamicClassAttributes to the list of names; 

406 # this may result in duplicate entries if, for example, a virtual 

407 # attribute with the same name as a DynamicClassAttribute exists. 

408 for base in mro: 

409 for k, v in base.__dict__.items(): 

410 if isinstance(v, types.DynamicClassAttribute): 

411 names.append(k) 

412 result = [] 

413 processed = set() 

414 

415 for name in names: 

416 # Get the object associated with the name, and where it was defined. 

417 # Normal objects will be looked up with both getattr and directly in 

418 # its class' dict (in case getattr fails [bug #1785], and also to look 

419 # for a docstring). 

420 # For DynamicClassAttributes on the second pass we only look in the 

421 # class's dict. 

422 # 

423 # Getting an obj from the __dict__ sometimes reveals more than 

424 # using getattr. Static and class methods are dramatic examples. 

425 homecls = None 

426 get_obj = None 

427 dict_obj = None 

428 if name not in processed: 

429 try: 

430 if name == '__dict__': 

431 raise Exception("__dict__ is special, don't want the proxy") 

432 get_obj = getattr(cls, name) 

433 except Exception as exc: 

434 pass 

435 else: 

436 homecls = getattr(get_obj, "__objclass__", homecls) 

437 if homecls not in class_bases: 

438 # if the resulting object does not live somewhere in the 

439 # mro, drop it and search the mro manually 

440 homecls = None 

441 last_cls = None 

442 # first look in the classes 

443 for srch_cls in class_bases: 

444 srch_obj = getattr(srch_cls, name, None) 

445 if srch_obj is get_obj: 

446 last_cls = srch_cls 

447 # then check the metaclasses 

448 for srch_cls in metamro: 

449 try: 

450 srch_obj = srch_cls.__getattr__(cls, name) 

451 except AttributeError: 

452 continue 

453 if srch_obj is get_obj: 

454 last_cls = srch_cls 

455 if last_cls is not None: 

456 homecls = last_cls 

457 for base in all_bases: 

458 if name in base.__dict__: 

459 dict_obj = base.__dict__[name] 

460 if homecls not in metamro: 

461 homecls = base 

462 break 

463 if homecls is None: 

464 # unable to locate the attribute anywhere, most likely due to 

465 # buggy custom __dir__; discard and move on 

466 continue 

467 obj = get_obj if get_obj is not None else dict_obj 

468 # Classify the object or its descriptor. 

469 if isinstance(dict_obj, (staticmethod, types.BuiltinMethodType)): 

470 kind = "static method" 

471 obj = dict_obj 

472 elif isinstance(dict_obj, (classmethod, types.ClassMethodDescriptorType)): 

473 kind = "class method" 

474 obj = dict_obj 

475 elif isinstance(dict_obj, property): 

476 kind = "property" 

477 obj = dict_obj 

478 elif isroutine(obj): 

479 kind = "method" 

480 else: 

481 kind = "data" 

482 result.append(Attribute(name, kind, homecls, obj)) 

483 processed.add(name) 

484 return result 

485 

486# ----------------------------------------------------------- class helpers 

487 

488def getmro(cls): 

489 "Return tuple of base classes (including cls) in method resolution order." 

490 return cls.__mro__ 

491 

492# -------------------------------------------------------- function helpers 

493 

494def unwrap(func, *, stop=None): 

495 """Get the object wrapped by *func*. 

496 

497 Follows the chain of :attr:`__wrapped__` attributes returning the last 

498 object in the chain. 

499 

500 *stop* is an optional callback accepting an object in the wrapper chain 

501 as its sole argument that allows the unwrapping to be terminated early if 

502 the callback returns a true value. If the callback never returns a true 

503 value, the last object in the chain is returned as usual. For example, 

504 :func:`signature` uses this to stop unwrapping if any object in the 

505 chain has a ``__signature__`` attribute defined. 

506 

507 :exc:`ValueError` is raised if a cycle is encountered. 

508 

509 """ 

510 if stop is None: 

511 def _is_wrapper(f): 

512 return hasattr(f, '__wrapped__') 

513 else: 

514 def _is_wrapper(f): 

515 return hasattr(f, '__wrapped__') and not stop(f) 

516 f = func # remember the original func for error reporting 

517 # Memoise by id to tolerate non-hashable objects, but store objects to 

518 # ensure they aren't destroyed, which would allow their IDs to be reused. 

519 memo = {id(f): f} 

520 recursion_limit = sys.getrecursionlimit() 

521 while _is_wrapper(func): 

522 func = func.__wrapped__ 

523 id_func = id(func) 

524 if (id_func in memo) or (len(memo) >= recursion_limit): 

525 raise ValueError('wrapper loop when unwrapping {!r}'.format(f)) 

526 memo[id_func] = func 

527 return func 

528 

529# -------------------------------------------------- source code extraction 

530def indentsize(line): 

531 """Return the indent size, in spaces, at the start of a line of text.""" 

532 expline = line.expandtabs() 

533 return len(expline) - len(expline.lstrip()) 

534 

535def _findclass(func): 

536 cls = sys.modules.get(func.__module__) 

537 if cls is None: 

538 return None 

539 for name in func.__qualname__.split('.')[:-1]: 

540 cls = getattr(cls, name) 

541 if not isclass(cls): 

542 return None 

543 return cls 

544 

545def _finddoc(obj): 

546 if isclass(obj): 

547 for base in obj.__mro__: 

548 if base is not object: 

549 try: 

550 doc = base.__doc__ 

551 except AttributeError: 

552 continue 

553 if doc is not None: 

554 return doc 

555 return None 

556 

557 if ismethod(obj): 

558 name = obj.__func__.__name__ 

559 self = obj.__self__ 

560 if (isclass(self) and 

561 getattr(getattr(self, name, None), '__func__') is obj.__func__): 

562 # classmethod 

563 cls = self 

564 else: 

565 cls = self.__class__ 

566 elif isfunction(obj): 

567 name = obj.__name__ 

568 cls = _findclass(obj) 

569 if cls is None or getattr(cls, name) is not obj: 

570 return None 

571 elif isbuiltin(obj): 

572 name = obj.__name__ 

573 self = obj.__self__ 

574 if (isclass(self) and 

575 self.__qualname__ + '.' + name == obj.__qualname__): 

576 # classmethod 

577 cls = self 

578 else: 

579 cls = self.__class__ 

580 # Should be tested before isdatadescriptor(). 

581 elif isinstance(obj, property): 

582 func = obj.fget 

583 name = func.__name__ 

584 cls = _findclass(func) 

585 if cls is None or getattr(cls, name) is not obj: 

586 return None 

587 elif ismethoddescriptor(obj) or isdatadescriptor(obj): 

588 name = obj.__name__ 

589 cls = obj.__objclass__ 

590 if getattr(cls, name) is not obj: 

591 return None 

592 if ismemberdescriptor(obj): 

593 slots = getattr(cls, '__slots__', None) 

594 if isinstance(slots, dict) and name in slots: 

595 return slots[name] 

596 else: 

597 return None 

598 for base in cls.__mro__: 

599 try: 

600 doc = getattr(base, name).__doc__ 

601 except AttributeError: 

602 continue 

603 if doc is not None: 

604 return doc 

605 return None 

606 

607def getdoc(object): 

608 """Get the documentation string for an object. 

609 

610 All tabs are expanded to spaces. To clean up docstrings that are 

611 indented to line up with blocks of code, any whitespace than can be 

612 uniformly removed from the second line onwards is removed.""" 

613 try: 

614 doc = object.__doc__ 

615 except AttributeError: 

616 return None 

617 if doc is None: 

618 try: 

619 doc = _finddoc(object) 

620 except (AttributeError, TypeError): 

621 return None 

622 if not isinstance(doc, str): 

623 return None 

624 return cleandoc(doc) 

625 

626def cleandoc(doc): 

627 """Clean up indentation from docstrings. 

628 

629 Any whitespace that can be uniformly removed from the second line 

630 onwards is removed.""" 

631 try: 

632 lines = doc.expandtabs().split('\n') 

633 except UnicodeError: 

634 return None 

635 else: 

636 # Find minimum indentation of any non-blank lines after first line. 

637 margin = sys.maxsize 

638 for line in lines[1:]: 

639 content = len(line.lstrip()) 

640 if content: 

641 indent = len(line) - content 

642 margin = min(margin, indent) 

643 # Remove indentation. 

644 if lines: 

645 lines[0] = lines[0].lstrip() 

646 if margin < sys.maxsize: 

647 for i in range(1, len(lines)): lines[i] = lines[i][margin:] 

648 # Remove any trailing or leading blank lines. 

649 while lines and not lines[-1]: 

650 lines.pop() 

651 while lines and not lines[0]: 

652 lines.pop(0) 

653 return '\n'.join(lines) 

654 

655def getfile(object): 

656 """Work out which source or compiled file an object was defined in.""" 

657 if ismodule(object): 

658 if getattr(object, '__file__', None): 

659 return object.__file__ 

660 raise TypeError('{!r} is a built-in module'.format(object)) 

661 if isclass(object): 

662 if hasattr(object, '__module__'): 

663 module = sys.modules.get(object.__module__) 

664 if getattr(module, '__file__', None): 

665 return module.__file__ 

666 raise TypeError('{!r} is a built-in class'.format(object)) 

667 if ismethod(object): 

668 object = object.__func__ 

669 if isfunction(object): 

670 object = object.__code__ 

671 if istraceback(object): 

672 object = object.tb_frame 

673 if isframe(object): 

674 object = object.f_code 

675 if iscode(object): 

676 return object.co_filename 

677 raise TypeError('module, class, method, function, traceback, frame, or ' 

678 'code object was expected, got {}'.format( 

679 type(object).__name__)) 

680 

681def getmodulename(path): 

682 """Return the module name for a given file, or None.""" 

683 fname = os.path.basename(path) 

684 # Check for paths that look like an actual module file 

685 suffixes = [(-len(suffix), suffix) 

686 for suffix in importlib.machinery.all_suffixes()] 

687 suffixes.sort() # try longest suffixes first, in case they overlap 

688 for neglen, suffix in suffixes: 

689 if fname.endswith(suffix): 

690 return fname[:neglen] 

691 return None 

692 

693def getsourcefile(object): 

694 """Return the filename that can be used to locate an object's source. 

695 Return None if no way can be identified to get the source. 

696 """ 

697 filename = getfile(object) 

698 all_bytecode_suffixes = importlib.machinery.DEBUG_BYTECODE_SUFFIXES[:] 

699 all_bytecode_suffixes += importlib.machinery.OPTIMIZED_BYTECODE_SUFFIXES[:] 

700 if any(filename.endswith(s) for s in all_bytecode_suffixes): 

701 filename = (os.path.splitext(filename)[0] + 

702 importlib.machinery.SOURCE_SUFFIXES[0]) 

703 elif any(filename.endswith(s) for s in 

704 importlib.machinery.EXTENSION_SUFFIXES): 

705 return None 

706 if os.path.exists(filename): 

707 return filename 

708 # only return a non-existent filename if the module has a PEP 302 loader 

709 if getattr(getmodule(object, filename), '__loader__', None) is not None: 

710 return filename 

711 # or it is in the linecache 

712 if filename in linecache.cache: 

713 return filename 

714 

715def getabsfile(object, _filename=None): 

716 """Return an absolute path to the source or compiled file for an object. 

717 

718 The idea is for each object to have a unique origin, so this routine 

719 normalizes the result as much as possible.""" 

720 if _filename is None: 

721 _filename = getsourcefile(object) or getfile(object) 

722 return os.path.normcase(os.path.abspath(_filename)) 

723 

724modulesbyfile = {} 

725_filesbymodname = {} 

726 

727def getmodule(object, _filename=None): 

728 """Return the module an object was defined in, or None if not found.""" 

729 if ismodule(object): 

730 return object 

731 if hasattr(object, '__module__'): 

732 return sys.modules.get(object.__module__) 

733 # Try the filename to modulename cache 

734 if _filename is not None and _filename in modulesbyfile: 

735 return sys.modules.get(modulesbyfile[_filename]) 

736 # Try the cache again with the absolute file name 

737 try: 

738 file = getabsfile(object, _filename) 

739 except TypeError: 

740 return None 

741 if file in modulesbyfile: 

742 return sys.modules.get(modulesbyfile[file]) 

743 # Update the filename to module name cache and check yet again 

744 # Copy sys.modules in order to cope with changes while iterating 

745 for modname, module in sys.modules.copy().items(): 

746 if ismodule(module) and hasattr(module, '__file__'): 

747 f = module.__file__ 

748 if f == _filesbymodname.get(modname, None): 

749 # Have already mapped this module, so skip it 

750 continue 

751 _filesbymodname[modname] = f 

752 f = getabsfile(module) 

753 # Always map to the name the module knows itself by 

754 modulesbyfile[f] = modulesbyfile[ 

755 os.path.realpath(f)] = module.__name__ 

756 if file in modulesbyfile: 

757 return sys.modules.get(modulesbyfile[file]) 

758 # Check the main module 

759 main = sys.modules['__main__'] 

760 if not hasattr(object, '__name__'): 

761 return None 

762 if hasattr(main, object.__name__): 

763 mainobject = getattr(main, object.__name__) 

764 if mainobject is object: 

765 return main 

766 # Check builtins 

767 builtin = sys.modules['builtins'] 

768 if hasattr(builtin, object.__name__): 

769 builtinobject = getattr(builtin, object.__name__) 

770 if builtinobject is object: 

771 return builtin 

772 

773 

774class ClassFoundException(Exception): 

775 pass 

776 

777 

778class _ClassFinder(ast.NodeVisitor): 

779 

780 def __init__(self, qualname): 

781 self.stack = [] 

782 self.qualname = qualname 

783 

784 def visit_FunctionDef(self, node): 

785 self.stack.append(node.name) 

786 self.stack.append('<locals>') 

787 self.generic_visit(node) 

788 self.stack.pop() 

789 self.stack.pop() 

790 

791 visit_AsyncFunctionDef = visit_FunctionDef 

792 

793 def visit_ClassDef(self, node): 

794 self.stack.append(node.name) 

795 if self.qualname == '.'.join(self.stack): 

796 # Return the decorator for the class if present 

797 if node.decorator_list: 

798 line_number = node.decorator_list[0].lineno 

799 else: 

800 line_number = node.lineno 

801 

802 # decrement by one since lines starts with indexing by zero 

803 line_number -= 1 

804 raise ClassFoundException(line_number) 

805 self.generic_visit(node) 

806 self.stack.pop() 

807 

808 

809def findsource(object): 

810 """Return the entire source file and starting line number for an object. 

811 

812 The argument may be a module, class, method, function, traceback, frame, 

813 or code object. The source code is returned as a list of all the lines 

814 in the file and the line number indexes a line in that list. An OSError 

815 is raised if the source code cannot be retrieved.""" 

816 

817 file = getsourcefile(object) 

818 if file: 

819 # Invalidate cache if needed. 

820 linecache.checkcache(file) 

821 else: 

822 file = getfile(object) 

823 # Allow filenames in form of "<something>" to pass through. 

824 # `doctest` monkeypatches `linecache` module to enable 

825 # inspection, so let `linecache.getlines` to be called. 

826 if not (file.startswith('<') and file.endswith('>')): 

827 raise OSError('source code not available') 

828 

829 module = getmodule(object, file) 

830 if module: 

831 lines = linecache.getlines(file, module.__dict__) 

832 else: 

833 lines = linecache.getlines(file) 

834 if not lines: 

835 raise OSError('could not get source code') 

836 

837 if ismodule(object): 

838 return lines, 0 

839 

840 if isclass(object): 

841 qualname = object.__qualname__ 

842 source = ''.join(lines) 

843 tree = ast.parse(source) 

844 class_finder = _ClassFinder(qualname) 

845 try: 

846 class_finder.visit(tree) 

847 except ClassFoundException as e: 

848 line_number = e.args[0] 

849 return lines, line_number 

850 else: 

851 raise OSError('could not find class definition') 

852 

853 if ismethod(object): 

854 object = object.__func__ 

855 if isfunction(object): 

856 object = object.__code__ 

857 if istraceback(object): 

858 object = object.tb_frame 

859 if isframe(object): 

860 object = object.f_code 

861 if iscode(object): 

862 if not hasattr(object, 'co_firstlineno'): 

863 raise OSError('could not find function definition') 

864 lnum = object.co_firstlineno - 1 

865 pat = re.compile(r'^(\s*def\s)|(\s*async\s+def\s)|(.*(?<!\w)lambda(:|\s))|^(\s*@)') 

866 while lnum > 0: 

867 try: 

868 line = lines[lnum] 

869 except IndexError: 

870 raise OSError('lineno is out of bounds') 

871 if pat.match(line): 

872 break 

873 lnum = lnum - 1 

874 return lines, lnum 

875 raise OSError('could not find code object') 

876 

877def getcomments(object): 

878 """Get lines of comments immediately preceding an object's source code. 

879 

880 Returns None when source can't be found. 

881 """ 

882 try: 

883 lines, lnum = findsource(object) 

884 except (OSError, TypeError): 

885 return None 

886 

887 if ismodule(object): 

888 # Look for a comment block at the top of the file. 

889 start = 0 

890 if lines and lines[0][:2] == '#!': start = 1 

891 while start < len(lines) and lines[start].strip() in ('', '#'): 

892 start = start + 1 

893 if start < len(lines) and lines[start][:1] == '#': 

894 comments = [] 

895 end = start 

896 while end < len(lines) and lines[end][:1] == '#': 

897 comments.append(lines[end].expandtabs()) 

898 end = end + 1 

899 return ''.join(comments) 

900 

901 # Look for a preceding block of comments at the same indentation. 

902 elif lnum > 0: 

903 indent = indentsize(lines[lnum]) 

904 end = lnum - 1 

905 if end >= 0 and lines[end].lstrip()[:1] == '#' and \ 

906 indentsize(lines[end]) == indent: 

907 comments = [lines[end].expandtabs().lstrip()] 

908 if end > 0: 

909 end = end - 1 

910 comment = lines[end].expandtabs().lstrip() 

911 while comment[:1] == '#' and indentsize(lines[end]) == indent: 

912 comments[:0] = [comment] 

913 end = end - 1 

914 if end < 0: break 

915 comment = lines[end].expandtabs().lstrip() 

916 while comments and comments[0].strip() == '#': 

917 comments[:1] = [] 

918 while comments and comments[-1].strip() == '#': 

919 comments[-1:] = [] 

920 return ''.join(comments) 

921 

922class EndOfBlock(Exception): pass 

923 

924class BlockFinder: 

925 """Provide a tokeneater() method to detect the end of a code block.""" 

926 def __init__(self): 

927 self.indent = 0 

928 self.islambda = False 

929 self.started = False 

930 self.passline = False 

931 self.indecorator = False 

932 self.decoratorhasargs = False 

933 self.last = 1 

934 self.body_col0 = None 

935 

936 def tokeneater(self, type, token, srowcol, erowcol, line): 

937 if not self.started and not self.indecorator: 

938 # skip any decorators 

939 if token == "@": 

940 self.indecorator = True 

941 # look for the first "def", "class" or "lambda" 

942 elif token in ("def", "class", "lambda"): 

943 if token == "lambda": 

944 self.islambda = True 

945 self.started = True 

946 self.passline = True # skip to the end of the line 

947 elif token == "(": 

948 if self.indecorator: 

949 self.decoratorhasargs = True 

950 elif token == ")": 

951 if self.indecorator: 

952 self.indecorator = False 

953 self.decoratorhasargs = False 

954 elif type == tokenize.NEWLINE: 

955 self.passline = False # stop skipping when a NEWLINE is seen 

956 self.last = srowcol[0] 

957 if self.islambda: # lambdas always end at the first NEWLINE 

958 raise EndOfBlock 

959 # hitting a NEWLINE when in a decorator without args 

960 # ends the decorator 

961 if self.indecorator and not self.decoratorhasargs: 

962 self.indecorator = False 

963 elif self.passline: 

964 pass 

965 elif type == tokenize.INDENT: 

966 if self.body_col0 is None and self.started: 

967 self.body_col0 = erowcol[1] 

968 self.indent = self.indent + 1 

969 self.passline = True 

970 elif type == tokenize.DEDENT: 

971 self.indent = self.indent - 1 

972 # the end of matching indent/dedent pairs end a block 

973 # (note that this only works for "def"/"class" blocks, 

974 # not e.g. for "if: else:" or "try: finally:" blocks) 

975 if self.indent <= 0: 

976 raise EndOfBlock 

977 elif type == tokenize.COMMENT: 

978 if self.body_col0 is not None and srowcol[1] >= self.body_col0: 

979 # Include comments if indented at least as much as the block 

980 self.last = srowcol[0] 

981 elif self.indent == 0 and type not in (tokenize.COMMENT, tokenize.NL): 

982 # any other token on the same indentation level end the previous 

983 # block as well, except the pseudo-tokens COMMENT and NL. 

984 raise EndOfBlock 

985 

986def getblock(lines): 

987 """Extract the block of code at the top of the given list of lines.""" 

988 blockfinder = BlockFinder() 

989 try: 

990 tokens = tokenize.generate_tokens(iter(lines).__next__) 

991 for _token in tokens: 

992 blockfinder.tokeneater(*_token) 

993 except (EndOfBlock, IndentationError): 

994 pass 

995 return lines[:blockfinder.last] 

996 

997def getsourcelines(object): 

998 """Return a list of source lines and starting line number for an object. 

999 

1000 The argument may be a module, class, method, function, traceback, frame, 

1001 or code object. The source code is returned as a list of the lines 

1002 corresponding to the object and the line number indicates where in the 

1003 original source file the first line of code was found. An OSError is 

1004 raised if the source code cannot be retrieved.""" 

1005 object = unwrap(object) 

1006 lines, lnum = findsource(object) 

1007 

1008 if istraceback(object): 

1009 object = object.tb_frame 

1010 

1011 # for module or frame that corresponds to module, return all source lines 

1012 if (ismodule(object) or 

1013 (isframe(object) and object.f_code.co_name == "<module>")): 

1014 return lines, 0 

1015 else: 

1016 return getblock(lines[lnum:]), lnum + 1 

1017 

1018def getsource(object): 

1019 """Return the text of the source code for an object. 

1020 

1021 The argument may be a module, class, method, function, traceback, frame, 

1022 or code object. The source code is returned as a single string. An 

1023 OSError is raised if the source code cannot be retrieved.""" 

1024 lines, lnum = getsourcelines(object) 

1025 return ''.join(lines) 

1026 

1027# --------------------------------------------------- class tree extraction 

1028def walktree(classes, children, parent): 

1029 """Recursive helper function for getclasstree().""" 

1030 results = [] 

1031 classes.sort(key=attrgetter('__module__', '__name__')) 

1032 for c in classes: 

1033 results.append((c, c.__bases__)) 

1034 if c in children: 

1035 results.append(walktree(children[c], children, c)) 

1036 return results 

1037 

1038def getclasstree(classes, unique=False): 

1039 """Arrange the given list of classes into a hierarchy of nested lists. 

1040 

1041 Where a nested list appears, it contains classes derived from the class 

1042 whose entry immediately precedes the list. Each entry is a 2-tuple 

1043 containing a class and a tuple of its base classes. If the 'unique' 

1044 argument is true, exactly one entry appears in the returned structure 

1045 for each class in the given list. Otherwise, classes using multiple 

1046 inheritance and their descendants will appear multiple times.""" 

1047 children = {} 

1048 roots = [] 

1049 for c in classes: 

1050 if c.__bases__: 

1051 for parent in c.__bases__: 

1052 if parent not in children: 

1053 children[parent] = [] 

1054 if c not in children[parent]: 

1055 children[parent].append(c) 

1056 if unique and parent in classes: break 

1057 elif c not in roots: 

1058 roots.append(c) 

1059 for parent in children: 

1060 if parent not in classes: 

1061 roots.append(parent) 

1062 return walktree(roots, children, None) 

1063 

1064# ------------------------------------------------ argument list extraction 

1065Arguments = namedtuple('Arguments', 'args, varargs, varkw') 

1066 

1067def getargs(co): 

1068 """Get information about the arguments accepted by a code object. 

1069 

1070 Three things are returned: (args, varargs, varkw), where 

1071 'args' is the list of argument names. Keyword-only arguments are 

1072 appended. 'varargs' and 'varkw' are the names of the * and ** 

1073 arguments or None.""" 

1074 if not iscode(co): 

1075 raise TypeError('{!r} is not a code object'.format(co)) 

1076 

1077 names = co.co_varnames 

1078 nargs = co.co_argcount 

1079 nkwargs = co.co_kwonlyargcount 

1080 args = list(names[:nargs]) 

1081 kwonlyargs = list(names[nargs:nargs+nkwargs]) 

1082 step = 0 

1083 

1084 nargs += nkwargs 

1085 varargs = None 

1086 if co.co_flags & CO_VARARGS: 

1087 varargs = co.co_varnames[nargs] 

1088 nargs = nargs + 1 

1089 varkw = None 

1090 if co.co_flags & CO_VARKEYWORDS: 

1091 varkw = co.co_varnames[nargs] 

1092 return Arguments(args + kwonlyargs, varargs, varkw) 

1093 

1094ArgSpec = namedtuple('ArgSpec', 'args varargs keywords defaults') 

1095 

1096def getargspec(func): 

1097 """Get the names and default values of a function's parameters. 

1098 

1099 A tuple of four things is returned: (args, varargs, keywords, defaults). 

1100 'args' is a list of the argument names, including keyword-only argument names. 

1101 'varargs' and 'keywords' are the names of the * and ** parameters or None. 

1102 'defaults' is an n-tuple of the default values of the last n parameters. 

1103 

1104 This function is deprecated, as it does not support annotations or 

1105 keyword-only parameters and will raise ValueError if either is present 

1106 on the supplied callable. 

1107 

1108 For a more structured introspection API, use inspect.signature() instead. 

1109 

1110 Alternatively, use getfullargspec() for an API with a similar namedtuple 

1111 based interface, but full support for annotations and keyword-only 

1112 parameters. 

1113 

1114 Deprecated since Python 3.5, use `inspect.getfullargspec()`. 

1115 """ 

1116 warnings.warn("inspect.getargspec() is deprecated since Python 3.0, " 

1117 "use inspect.signature() or inspect.getfullargspec()", 

1118 DeprecationWarning, stacklevel=2) 

1119 args, varargs, varkw, defaults, kwonlyargs, kwonlydefaults, ann = \ 

1120 getfullargspec(func) 

1121 if kwonlyargs or ann: 

1122 raise ValueError("Function has keyword-only parameters or annotations" 

1123 ", use inspect.signature() API which can support them") 

1124 return ArgSpec(args, varargs, varkw, defaults) 

1125 

1126FullArgSpec = namedtuple('FullArgSpec', 

1127 'args, varargs, varkw, defaults, kwonlyargs, kwonlydefaults, annotations') 

1128 

1129def getfullargspec(func): 

1130 """Get the names and default values of a callable object's parameters. 

1131 

1132 A tuple of seven things is returned: 

1133 (args, varargs, varkw, defaults, kwonlyargs, kwonlydefaults, annotations). 

1134 'args' is a list of the parameter names. 

1135 'varargs' and 'varkw' are the names of the * and ** parameters or None. 

1136 'defaults' is an n-tuple of the default values of the last n parameters. 

1137 'kwonlyargs' is a list of keyword-only parameter names. 

1138 'kwonlydefaults' is a dictionary mapping names from kwonlyargs to defaults. 

1139 'annotations' is a dictionary mapping parameter names to annotations. 

1140 

1141 Notable differences from inspect.signature(): 

1142 - the "self" parameter is always reported, even for bound methods 

1143 - wrapper chains defined by __wrapped__ *not* unwrapped automatically 

1144 """ 

1145 try: 

1146 # Re: `skip_bound_arg=False` 

1147 # 

1148 # There is a notable difference in behaviour between getfullargspec 

1149 # and Signature: the former always returns 'self' parameter for bound 

1150 # methods, whereas the Signature always shows the actual calling 

1151 # signature of the passed object. 

1152 # 

1153 # To simulate this behaviour, we "unbind" bound methods, to trick 

1154 # inspect.signature to always return their first parameter ("self", 

1155 # usually) 

1156 

1157 # Re: `follow_wrapper_chains=False` 

1158 # 

1159 # getfullargspec() historically ignored __wrapped__ attributes, 

1160 # so we ensure that remains the case in 3.3+ 

1161 

1162 sig = _signature_from_callable(func, 

1163 follow_wrapper_chains=False, 

1164 skip_bound_arg=False, 

1165 sigcls=Signature) 

1166 except Exception as ex: 

1167 # Most of the times 'signature' will raise ValueError. 

1168 # But, it can also raise AttributeError, and, maybe something 

1169 # else. So to be fully backwards compatible, we catch all 

1170 # possible exceptions here, and reraise a TypeError. 

1171 raise TypeError('unsupported callable') from ex 

1172 

1173 args = [] 

1174 varargs = None 

1175 varkw = None 

1176 posonlyargs = [] 

1177 kwonlyargs = [] 

1178 annotations = {} 

1179 defaults = () 

1180 kwdefaults = {} 

1181 

1182 if sig.return_annotation is not sig.empty: 

1183 annotations['return'] = sig.return_annotation 

1184 

1185 for param in sig.parameters.values(): 

1186 kind = param.kind 

1187 name = param.name 

1188 

1189 if kind is _POSITIONAL_ONLY: 

1190 posonlyargs.append(name) 

1191 if param.default is not param.empty: 

1192 defaults += (param.default,) 

1193 elif kind is _POSITIONAL_OR_KEYWORD: 

1194 args.append(name) 

1195 if param.default is not param.empty: 

1196 defaults += (param.default,) 

1197 elif kind is _VAR_POSITIONAL: 

1198 varargs = name 

1199 elif kind is _KEYWORD_ONLY: 

1200 kwonlyargs.append(name) 

1201 if param.default is not param.empty: 

1202 kwdefaults[name] = param.default 

1203 elif kind is _VAR_KEYWORD: 

1204 varkw = name 

1205 

1206 if param.annotation is not param.empty: 

1207 annotations[name] = param.annotation 

1208 

1209 if not kwdefaults: 

1210 # compatibility with 'func.__kwdefaults__' 

1211 kwdefaults = None 

1212 

1213 if not defaults: 

1214 # compatibility with 'func.__defaults__' 

1215 defaults = None 

1216 

1217 return FullArgSpec(posonlyargs + args, varargs, varkw, defaults, 

1218 kwonlyargs, kwdefaults, annotations) 

1219 

1220 

1221ArgInfo = namedtuple('ArgInfo', 'args varargs keywords locals') 

1222 

1223def getargvalues(frame): 

1224 """Get information about arguments passed into a particular frame. 

1225 

1226 A tuple of four things is returned: (args, varargs, varkw, locals). 

1227 'args' is a list of the argument names. 

1228 'varargs' and 'varkw' are the names of the * and ** arguments or None. 

1229 'locals' is the locals dictionary of the given frame.""" 

1230 args, varargs, varkw = getargs(frame.f_code) 

1231 return ArgInfo(args, varargs, varkw, frame.f_locals) 

1232 

1233def formatannotation(annotation, base_module=None): 

1234 if getattr(annotation, '__module__', None) == 'typing': 

1235 return repr(annotation).replace('typing.', '') 

1236 if isinstance(annotation, type): 

1237 if annotation.__module__ in ('builtins', base_module): 

1238 return annotation.__qualname__ 

1239 return annotation.__module__+'.'+annotation.__qualname__ 

1240 return repr(annotation) 

1241 

1242def formatannotationrelativeto(object): 

1243 module = getattr(object, '__module__', None) 

1244 def _formatannotation(annotation): 

1245 return formatannotation(annotation, module) 

1246 return _formatannotation 

1247 

1248def formatargspec(args, varargs=None, varkw=None, defaults=None, 

1249 kwonlyargs=(), kwonlydefaults={}, annotations={}, 

1250 formatarg=str, 

1251 formatvarargs=lambda name: '*' + name, 

1252 formatvarkw=lambda name: '**' + name, 

1253 formatvalue=lambda value: '=' + repr(value), 

1254 formatreturns=lambda text: ' -> ' + text, 

1255 formatannotation=formatannotation): 

1256 """Format an argument spec from the values returned by getfullargspec. 

1257 

1258 The first seven arguments are (args, varargs, varkw, defaults, 

1259 kwonlyargs, kwonlydefaults, annotations). The other five arguments 

1260 are the corresponding optional formatting functions that are called to 

1261 turn names and values into strings. The last argument is an optional 

1262 function to format the sequence of arguments. 

1263 

1264 Deprecated since Python 3.5: use the `signature` function and `Signature` 

1265 objects. 

1266 """ 

1267 

1268 from warnings import warn 

1269 

1270 warn("`formatargspec` is deprecated since Python 3.5. Use `signature` and " 

1271 "the `Signature` object directly", 

1272 DeprecationWarning, 

1273 stacklevel=2) 

1274 

1275 def formatargandannotation(arg): 

1276 result = formatarg(arg) 

1277 if arg in annotations: 

1278 result += ': ' + formatannotation(annotations[arg]) 

1279 return result 

1280 specs = [] 

1281 if defaults: 

1282 firstdefault = len(args) - len(defaults) 

1283 for i, arg in enumerate(args): 

1284 spec = formatargandannotation(arg) 

1285 if defaults and i >= firstdefault: 

1286 spec = spec + formatvalue(defaults[i - firstdefault]) 

1287 specs.append(spec) 

1288 if varargs is not None: 

1289 specs.append(formatvarargs(formatargandannotation(varargs))) 

1290 else: 

1291 if kwonlyargs: 

1292 specs.append('*') 

1293 if kwonlyargs: 

1294 for kwonlyarg in kwonlyargs: 

1295 spec = formatargandannotation(kwonlyarg) 

1296 if kwonlydefaults and kwonlyarg in kwonlydefaults: 

1297 spec += formatvalue(kwonlydefaults[kwonlyarg]) 

1298 specs.append(spec) 

1299 if varkw is not None: 

1300 specs.append(formatvarkw(formatargandannotation(varkw))) 

1301 result = '(' + ', '.join(specs) + ')' 

1302 if 'return' in annotations: 

1303 result += formatreturns(formatannotation(annotations['return'])) 

1304 return result 

1305 

1306def formatargvalues(args, varargs, varkw, locals, 

1307 formatarg=str, 

1308 formatvarargs=lambda name: '*' + name, 

1309 formatvarkw=lambda name: '**' + name, 

1310 formatvalue=lambda value: '=' + repr(value)): 

1311 """Format an argument spec from the 4 values returned by getargvalues. 

1312 

1313 The first four arguments are (args, varargs, varkw, locals). The 

1314 next four arguments are the corresponding optional formatting functions 

1315 that are called to turn names and values into strings. The ninth 

1316 argument is an optional function to format the sequence of arguments.""" 

1317 def convert(name, locals=locals, 

1318 formatarg=formatarg, formatvalue=formatvalue): 

1319 return formatarg(name) + formatvalue(locals[name]) 

1320 specs = [] 

1321 for i in range(len(args)): 

1322 specs.append(convert(args[i])) 

1323 if varargs: 

1324 specs.append(formatvarargs(varargs) + formatvalue(locals[varargs])) 

1325 if varkw: 

1326 specs.append(formatvarkw(varkw) + formatvalue(locals[varkw])) 

1327 return '(' + ', '.join(specs) + ')' 

1328 

1329def _missing_arguments(f_name, argnames, pos, values): 

1330 names = [repr(name) for name in argnames if name not in values] 

1331 missing = len(names) 

1332 if missing == 1: 

1333 s = names[0] 

1334 elif missing == 2: 

1335 s = "{} and {}".format(*names) 

1336 else: 

1337 tail = ", {} and {}".format(*names[-2:]) 

1338 del names[-2:] 

1339 s = ", ".join(names) + tail 

1340 raise TypeError("%s() missing %i required %s argument%s: %s" % 

1341 (f_name, missing, 

1342 "positional" if pos else "keyword-only", 

1343 "" if missing == 1 else "s", s)) 

1344 

1345def _too_many(f_name, args, kwonly, varargs, defcount, given, values): 

1346 atleast = len(args) - defcount 

1347 kwonly_given = len([arg for arg in kwonly if arg in values]) 

1348 if varargs: 

1349 plural = atleast != 1 

1350 sig = "at least %d" % (atleast,) 

1351 elif defcount: 

1352 plural = True 

1353 sig = "from %d to %d" % (atleast, len(args)) 

1354 else: 

1355 plural = len(args) != 1 

1356 sig = str(len(args)) 

1357 kwonly_sig = "" 

1358 if kwonly_given: 

1359 msg = " positional argument%s (and %d keyword-only argument%s)" 

1360 kwonly_sig = (msg % ("s" if given != 1 else "", kwonly_given, 

1361 "s" if kwonly_given != 1 else "")) 

1362 raise TypeError("%s() takes %s positional argument%s but %d%s %s given" % 

1363 (f_name, sig, "s" if plural else "", given, kwonly_sig, 

1364 "was" if given == 1 and not kwonly_given else "were")) 

1365 

1366def getcallargs(func, /, *positional, **named): 

1367 """Get the mapping of arguments to values. 

1368 

1369 A dict is returned, with keys the function argument names (including the 

1370 names of the * and ** arguments, if any), and values the respective bound 

1371 values from 'positional' and 'named'.""" 

1372 spec = getfullargspec(func) 

1373 args, varargs, varkw, defaults, kwonlyargs, kwonlydefaults, ann = spec 

1374 f_name = func.__name__ 

1375 arg2value = {} 

1376 

1377 

1378 if ismethod(func) and func.__self__ is not None: 

1379 # implicit 'self' (or 'cls' for classmethods) argument 

1380 positional = (func.__self__,) + positional 

1381 num_pos = len(positional) 

1382 num_args = len(args) 

1383 num_defaults = len(defaults) if defaults else 0 

1384 

1385 n = min(num_pos, num_args) 

1386 for i in range(n): 

1387 arg2value[args[i]] = positional[i] 

1388 if varargs: 

1389 arg2value[varargs] = tuple(positional[n:]) 

1390 possible_kwargs = set(args + kwonlyargs) 

1391 if varkw: 

1392 arg2value[varkw] = {} 

1393 for kw, value in named.items(): 

1394 if kw not in possible_kwargs: 

1395 if not varkw: 

1396 raise TypeError("%s() got an unexpected keyword argument %r" % 

1397 (f_name, kw)) 

1398 arg2value[varkw][kw] = value 

1399 continue 

1400 if kw in arg2value: 

1401 raise TypeError("%s() got multiple values for argument %r" % 

1402 (f_name, kw)) 

1403 arg2value[kw] = value 

1404 if num_pos > num_args and not varargs: 

1405 _too_many(f_name, args, kwonlyargs, varargs, num_defaults, 

1406 num_pos, arg2value) 

1407 if num_pos < num_args: 

1408 req = args[:num_args - num_defaults] 

1409 for arg in req: 

1410 if arg not in arg2value: 

1411 _missing_arguments(f_name, req, True, arg2value) 

1412 for i, arg in enumerate(args[num_args - num_defaults:]): 

1413 if arg not in arg2value: 

1414 arg2value[arg] = defaults[i] 

1415 missing = 0 

1416 for kwarg in kwonlyargs: 

1417 if kwarg not in arg2value: 

1418 if kwonlydefaults and kwarg in kwonlydefaults: 

1419 arg2value[kwarg] = kwonlydefaults[kwarg] 

1420 else: 

1421 missing += 1 

1422 if missing: 

1423 _missing_arguments(f_name, kwonlyargs, False, arg2value) 

1424 return arg2value 

1425 

1426ClosureVars = namedtuple('ClosureVars', 'nonlocals globals builtins unbound') 

1427 

1428def getclosurevars(func): 

1429 """ 

1430 Get the mapping of free variables to their current values. 

1431 

1432 Returns a named tuple of dicts mapping the current nonlocal, global 

1433 and builtin references as seen by the body of the function. A final 

1434 set of unbound names that could not be resolved is also provided. 

1435 """ 

1436 

1437 if ismethod(func): 

1438 func = func.__func__ 

1439 

1440 if not isfunction(func): 

1441 raise TypeError("{!r} is not a Python function".format(func)) 

1442 

1443 code = func.__code__ 

1444 # Nonlocal references are named in co_freevars and resolved 

1445 # by looking them up in __closure__ by positional index 

1446 if func.__closure__ is None: 

1447 nonlocal_vars = {} 

1448 else: 

1449 nonlocal_vars = { 

1450 var : cell.cell_contents 

1451 for var, cell in zip(code.co_freevars, func.__closure__) 

1452 } 

1453 

1454 # Global and builtin references are named in co_names and resolved 

1455 # by looking them up in __globals__ or __builtins__ 

1456 global_ns = func.__globals__ 

1457 builtin_ns = global_ns.get("__builtins__", builtins.__dict__) 

1458 if ismodule(builtin_ns): 

1459 builtin_ns = builtin_ns.__dict__ 

1460 global_vars = {} 

1461 builtin_vars = {} 

1462 unbound_names = set() 

1463 for name in code.co_names: 

1464 if name in ("None", "True", "False"): 

1465 # Because these used to be builtins instead of keywords, they 

1466 # may still show up as name references. We ignore them. 

1467 continue 

1468 try: 

1469 global_vars[name] = global_ns[name] 

1470 except KeyError: 

1471 try: 

1472 builtin_vars[name] = builtin_ns[name] 

1473 except KeyError: 

1474 unbound_names.add(name) 

1475 

1476 return ClosureVars(nonlocal_vars, global_vars, 

1477 builtin_vars, unbound_names) 

1478 

1479# -------------------------------------------------- stack frame extraction 

1480 

1481Traceback = namedtuple('Traceback', 'filename lineno function code_context index') 

1482 

1483def getframeinfo(frame, context=1): 

1484 """Get information about a frame or traceback object. 

1485 

1486 A tuple of five things is returned: the filename, the line number of 

1487 the current line, the function name, a list of lines of context from 

1488 the source code, and the index of the current line within that list. 

1489 The optional second argument specifies the number of lines of context 

1490 to return, which are centered around the current line.""" 

1491 if istraceback(frame): 

1492 lineno = frame.tb_lineno 

1493 frame = frame.tb_frame 

1494 else: 

1495 lineno = frame.f_lineno 

1496 if not isframe(frame): 

1497 raise TypeError('{!r} is not a frame or traceback object'.format(frame)) 

1498 

1499 filename = getsourcefile(frame) or getfile(frame) 

1500 if context > 0: 

1501 start = lineno - 1 - context//2 

1502 try: 

1503 lines, lnum = findsource(frame) 

1504 except OSError: 

1505 lines = index = None 

1506 else: 

1507 start = max(0, min(start, len(lines) - context)) 

1508 lines = lines[start:start+context] 

1509 index = lineno - 1 - start 

1510 else: 

1511 lines = index = None 

1512 

1513 return Traceback(filename, lineno, frame.f_code.co_name, lines, index) 

1514 

1515def getlineno(frame): 

1516 """Get the line number from a frame object, allowing for optimization.""" 

1517 # FrameType.f_lineno is now a descriptor that grovels co_lnotab 

1518 return frame.f_lineno 

1519 

1520FrameInfo = namedtuple('FrameInfo', ('frame',) + Traceback._fields) 

1521 

1522def getouterframes(frame, context=1): 

1523 """Get a list of records for a frame and all higher (calling) frames. 

1524 

1525 Each record contains a frame object, filename, line number, function 

1526 name, a list of lines of context, and index within the context.""" 

1527 framelist = [] 

1528 while frame: 

1529 frameinfo = (frame,) + getframeinfo(frame, context) 

1530 framelist.append(FrameInfo(*frameinfo)) 

1531 frame = frame.f_back 

1532 return framelist 

1533 

1534def getinnerframes(tb, context=1): 

1535 """Get a list of records for a traceback's frame and all lower frames. 

1536 

1537 Each record contains a frame object, filename, line number, function 

1538 name, a list of lines of context, and index within the context.""" 

1539 framelist = [] 

1540 while tb: 

1541 frameinfo = (tb.tb_frame,) + getframeinfo(tb, context) 

1542 framelist.append(FrameInfo(*frameinfo)) 

1543 tb = tb.tb_next 

1544 return framelist 

1545 

1546def currentframe(): 

1547 """Return the frame of the caller or None if this is not possible.""" 

1548 return sys._getframe(1) if hasattr(sys, "_getframe") else None 

1549 

1550def stack(context=1): 

1551 """Return a list of records for the stack above the caller's frame.""" 

1552 return getouterframes(sys._getframe(1), context) 

1553 

1554def trace(context=1): 

1555 """Return a list of records for the stack below the current exception.""" 

1556 return getinnerframes(sys.exc_info()[2], context) 

1557 

1558 

1559# ------------------------------------------------ static version of getattr 

1560 

1561_sentinel = object() 

1562 

1563def _static_getmro(klass): 

1564 return type.__dict__['__mro__'].__get__(klass) 

1565 

1566def _check_instance(obj, attr): 

1567 instance_dict = {} 

1568 try: 

1569 instance_dict = object.__getattribute__(obj, "__dict__") 

1570 except AttributeError: 

1571 pass 

1572 return dict.get(instance_dict, attr, _sentinel) 

1573 

1574 

1575def _check_class(klass, attr): 

1576 for entry in _static_getmro(klass): 

1577 if _shadowed_dict(type(entry)) is _sentinel: 

1578 try: 

1579 return entry.__dict__[attr] 

1580 except KeyError: 

1581 pass 

1582 return _sentinel 

1583 

1584def _is_type(obj): 

1585 try: 

1586 _static_getmro(obj) 

1587 except TypeError: 

1588 return False 

1589 return True 

1590 

1591def _shadowed_dict(klass): 

1592 dict_attr = type.__dict__["__dict__"] 

1593 for entry in _static_getmro(klass): 

1594 try: 

1595 class_dict = dict_attr.__get__(entry)["__dict__"] 

1596 except KeyError: 

1597 pass 

1598 else: 

1599 if not (type(class_dict) is types.GetSetDescriptorType and 

1600 class_dict.__name__ == "__dict__" and 

1601 class_dict.__objclass__ is entry): 

1602 return class_dict 

1603 return _sentinel 

1604 

1605def getattr_static(obj, attr, default=_sentinel): 

1606 """Retrieve attributes without triggering dynamic lookup via the 

1607 descriptor protocol, __getattr__ or __getattribute__. 

1608 

1609 Note: this function may not be able to retrieve all attributes 

1610 that getattr can fetch (like dynamically created attributes) 

1611 and may find attributes that getattr can't (like descriptors 

1612 that raise AttributeError). It can also return descriptor objects 

1613 instead of instance members in some cases. See the 

1614 documentation for details. 

1615 """ 

1616 instance_result = _sentinel 

1617 if not _is_type(obj): 

1618 klass = type(obj) 

1619 dict_attr = _shadowed_dict(klass) 

1620 if (dict_attr is _sentinel or 

1621 type(dict_attr) is types.MemberDescriptorType): 

1622 instance_result = _check_instance(obj, attr) 

1623 else: 

1624 klass = obj 

1625 

1626 klass_result = _check_class(klass, attr) 

1627 

1628 if instance_result is not _sentinel and klass_result is not _sentinel: 

1629 if (_check_class(type(klass_result), '__get__') is not _sentinel and 

1630 _check_class(type(klass_result), '__set__') is not _sentinel): 

1631 return klass_result 

1632 

1633 if instance_result is not _sentinel: 

1634 return instance_result 

1635 if klass_result is not _sentinel: 

1636 return klass_result 

1637 

1638 if obj is klass: 

1639 # for types we check the metaclass too 

1640 for entry in _static_getmro(type(klass)): 

1641 if _shadowed_dict(type(entry)) is _sentinel: 

1642 try: 

1643 return entry.__dict__[attr] 

1644 except KeyError: 

1645 pass 

1646 if default is not _sentinel: 

1647 return default 

1648 raise AttributeError(attr) 

1649 

1650 

1651# ------------------------------------------------ generator introspection 

1652 

1653GEN_CREATED = 'GEN_CREATED' 

1654GEN_RUNNING = 'GEN_RUNNING' 

1655GEN_SUSPENDED = 'GEN_SUSPENDED' 

1656GEN_CLOSED = 'GEN_CLOSED' 

1657 

1658def getgeneratorstate(generator): 

1659 """Get current state of a generator-iterator. 

1660 

1661 Possible states are: 

1662 GEN_CREATED: Waiting to start execution. 

1663 GEN_RUNNING: Currently being executed by the interpreter. 

1664 GEN_SUSPENDED: Currently suspended at a yield expression. 

1665 GEN_CLOSED: Execution has completed. 

1666 """ 

1667 if generator.gi_running: 

1668 return GEN_RUNNING 

1669 if generator.gi_frame is None: 

1670 return GEN_CLOSED 

1671 if generator.gi_frame.f_lasti == -1: 

1672 return GEN_CREATED 

1673 return GEN_SUSPENDED 

1674 

1675 

1676def getgeneratorlocals(generator): 

1677 """ 

1678 Get the mapping of generator local variables to their current values. 

1679 

1680 A dict is returned, with the keys the local variable names and values the 

1681 bound values.""" 

1682 

1683 if not isgenerator(generator): 

1684 raise TypeError("{!r} is not a Python generator".format(generator)) 

1685 

1686 frame = getattr(generator, "gi_frame", None) 

1687 if frame is not None: 

1688 return generator.gi_frame.f_locals 

1689 else: 

1690 return {} 

1691 

1692 

1693# ------------------------------------------------ coroutine introspection 

1694 

1695CORO_CREATED = 'CORO_CREATED' 

1696CORO_RUNNING = 'CORO_RUNNING' 

1697CORO_SUSPENDED = 'CORO_SUSPENDED' 

1698CORO_CLOSED = 'CORO_CLOSED' 

1699 

1700def getcoroutinestate(coroutine): 

1701 """Get current state of a coroutine object. 

1702 

1703 Possible states are: 

1704 CORO_CREATED: Waiting to start execution. 

1705 CORO_RUNNING: Currently being executed by the interpreter. 

1706 CORO_SUSPENDED: Currently suspended at an await expression. 

1707 CORO_CLOSED: Execution has completed. 

1708 """ 

1709 if coroutine.cr_running: 

1710 return CORO_RUNNING 

1711 if coroutine.cr_frame is None: 

1712 return CORO_CLOSED 

1713 if coroutine.cr_frame.f_lasti == -1: 

1714 return CORO_CREATED 

1715 return CORO_SUSPENDED 

1716 

1717 

1718def getcoroutinelocals(coroutine): 

1719 """ 

1720 Get the mapping of coroutine local variables to their current values. 

1721 

1722 A dict is returned, with the keys the local variable names and values the 

1723 bound values.""" 

1724 frame = getattr(coroutine, "cr_frame", None) 

1725 if frame is not None: 

1726 return frame.f_locals 

1727 else: 

1728 return {} 

1729 

1730 

1731############################################################################### 

1732### Function Signature Object (PEP 362) 

1733############################################################################### 

1734 

1735 

1736_WrapperDescriptor = type(type.__call__) 

1737_MethodWrapper = type(all.__call__) 

1738_ClassMethodWrapper = type(int.__dict__['from_bytes']) 

1739 

1740_NonUserDefinedCallables = (_WrapperDescriptor, 

1741 _MethodWrapper, 

1742 _ClassMethodWrapper, 

1743 types.BuiltinFunctionType) 

1744 

1745 

1746def _signature_get_user_defined_method(cls, method_name): 

1747 """Private helper. Checks if ``cls`` has an attribute 

1748 named ``method_name`` and returns it only if it is a 

1749 pure python function. 

1750 """ 

1751 try: 

1752 meth = getattr(cls, method_name) 

1753 except AttributeError: 

1754 return 

1755 else: 

1756 if not isinstance(meth, _NonUserDefinedCallables): 

1757 # Once '__signature__' will be added to 'C'-level 

1758 # callables, this check won't be necessary 

1759 return meth 

1760 

1761 

1762def _signature_get_partial(wrapped_sig, partial, extra_args=()): 

1763 """Private helper to calculate how 'wrapped_sig' signature will 

1764 look like after applying a 'functools.partial' object (or alike) 

1765 on it. 

1766 """ 

1767 

1768 old_params = wrapped_sig.parameters 

1769 new_params = OrderedDict(old_params.items()) 

1770 

1771 partial_args = partial.args or () 

1772 partial_keywords = partial.keywords or {} 

1773 

1774 if extra_args: 

1775 partial_args = extra_args + partial_args 

1776 

1777 try: 

1778 ba = wrapped_sig.bind_partial(*partial_args, **partial_keywords) 

1779 except TypeError as ex: 

1780 msg = 'partial object {!r} has incorrect arguments'.format(partial) 

1781 raise ValueError(msg) from ex 

1782 

1783 

1784 transform_to_kwonly = False 

1785 for param_name, param in old_params.items(): 

1786 try: 

1787 arg_value = ba.arguments[param_name] 

1788 except KeyError: 

1789 pass 

1790 else: 

1791 if param.kind is _POSITIONAL_ONLY: 

1792 # If positional-only parameter is bound by partial, 

1793 # it effectively disappears from the signature 

1794 new_params.pop(param_name) 

1795 continue 

1796 

1797 if param.kind is _POSITIONAL_OR_KEYWORD: 

1798 if param_name in partial_keywords: 

1799 # This means that this parameter, and all parameters 

1800 # after it should be keyword-only (and var-positional 

1801 # should be removed). Here's why. Consider the following 

1802 # function: 

1803 # foo(a, b, *args, c): 

1804 # pass 

1805 # 

1806 # "partial(foo, a='spam')" will have the following 

1807 # signature: "(*, a='spam', b, c)". Because attempting 

1808 # to call that partial with "(10, 20)" arguments will 

1809 # raise a TypeError, saying that "a" argument received 

1810 # multiple values. 

1811 transform_to_kwonly = True 

1812 # Set the new default value 

1813 new_params[param_name] = param.replace(default=arg_value) 

1814 else: 

1815 # was passed as a positional argument 

1816 new_params.pop(param.name) 

1817 continue 

1818 

1819 if param.kind is _KEYWORD_ONLY: 

1820 # Set the new default value 

1821 new_params[param_name] = param.replace(default=arg_value) 

1822 

1823 if transform_to_kwonly: 

1824 assert param.kind is not _POSITIONAL_ONLY 

1825 

1826 if param.kind is _POSITIONAL_OR_KEYWORD: 

1827 new_param = new_params[param_name].replace(kind=_KEYWORD_ONLY) 

1828 new_params[param_name] = new_param 

1829 new_params.move_to_end(param_name) 

1830 elif param.kind in (_KEYWORD_ONLY, _VAR_KEYWORD): 

1831 new_params.move_to_end(param_name) 

1832 elif param.kind is _VAR_POSITIONAL: 

1833 new_params.pop(param.name) 

1834 

1835 return wrapped_sig.replace(parameters=new_params.values()) 

1836 

1837 

1838def _signature_bound_method(sig): 

1839 """Private helper to transform signatures for unbound 

1840 functions to bound methods. 

1841 """ 

1842 

1843 params = tuple(sig.parameters.values()) 

1844 

1845 if not params or params[0].kind in (_VAR_KEYWORD, _KEYWORD_ONLY): 

1846 raise ValueError('invalid method signature') 

1847 

1848 kind = params[0].kind 

1849 if kind in (_POSITIONAL_OR_KEYWORD, _POSITIONAL_ONLY): 

1850 # Drop first parameter: 

1851 # '(p1, p2[, ...])' -> '(p2[, ...])' 

1852 params = params[1:] 

1853 else: 

1854 if kind is not _VAR_POSITIONAL: 

1855 # Unless we add a new parameter type we never 

1856 # get here 

1857 raise ValueError('invalid argument type') 

1858 # It's a var-positional parameter. 

1859 # Do nothing. '(*args[, ...])' -> '(*args[, ...])' 

1860 

1861 return sig.replace(parameters=params) 

1862 

1863 

1864def _signature_is_builtin(obj): 

1865 """Private helper to test if `obj` is a callable that might 

1866 support Argument Clinic's __text_signature__ protocol. 

1867 """ 

1868 return (isbuiltin(obj) or 

1869 ismethoddescriptor(obj) or 

1870 isinstance(obj, _NonUserDefinedCallables) or 

1871 # Can't test 'isinstance(type)' here, as it would 

1872 # also be True for regular python classes 

1873 obj in (type, object)) 

1874 

1875 

1876def _signature_is_functionlike(obj): 

1877 """Private helper to test if `obj` is a duck type of FunctionType. 

1878 A good example of such objects are functions compiled with 

1879 Cython, which have all attributes that a pure Python function 

1880 would have, but have their code statically compiled. 

1881 """ 

1882 

1883 if not callable(obj) or isclass(obj): 

1884 # All function-like objects are obviously callables, 

1885 # and not classes. 

1886 return False 

1887 

1888 name = getattr(obj, '__name__', None) 

1889 code = getattr(obj, '__code__', None) 

1890 defaults = getattr(obj, '__defaults__', _void) # Important to use _void ... 

1891 kwdefaults = getattr(obj, '__kwdefaults__', _void) # ... and not None here 

1892 annotations = getattr(obj, '__annotations__', None) 

1893 

1894 return (isinstance(code, types.CodeType) and 

1895 isinstance(name, str) and 

1896 (defaults is None or isinstance(defaults, tuple)) and 

1897 (kwdefaults is None or isinstance(kwdefaults, dict)) and 

1898 isinstance(annotations, dict)) 

1899 

1900 

1901def _signature_get_bound_param(spec): 

1902 """ Private helper to get first parameter name from a 

1903 __text_signature__ of a builtin method, which should 

1904 be in the following format: '($param1, ...)'. 

1905 Assumptions are that the first argument won't have 

1906 a default value or an annotation. 

1907 """ 

1908 

1909 assert spec.startswith('($') 

1910 

1911 pos = spec.find(',') 

1912 if pos == -1: 

1913 pos = spec.find(')') 

1914 

1915 cpos = spec.find(':') 

1916 assert cpos == -1 or cpos > pos 

1917 

1918 cpos = spec.find('=') 

1919 assert cpos == -1 or cpos > pos 

1920 

1921 return spec[2:pos] 

1922 

1923 

1924def _signature_strip_non_python_syntax(signature): 

1925 """ 

1926 Private helper function. Takes a signature in Argument Clinic's 

1927 extended signature format. 

1928 

1929 Returns a tuple of three things: 

1930 * that signature re-rendered in standard Python syntax, 

1931 * the index of the "self" parameter (generally 0), or None if 

1932 the function does not have a "self" parameter, and 

1933 * the index of the last "positional only" parameter, 

1934 or None if the signature has no positional-only parameters. 

1935 """ 

1936 

1937 if not signature: 

1938 return signature, None, None 

1939 

1940 self_parameter = None 

1941 last_positional_only = None 

1942 

1943 lines = [l.encode('ascii') for l in signature.split('\n')] 

1944 generator = iter(lines).__next__ 

1945 token_stream = tokenize.tokenize(generator) 

1946 

1947 delayed_comma = False 

1948 skip_next_comma = False 

1949 text = [] 

1950 add = text.append 

1951 

1952 current_parameter = 0 

1953 OP = token.OP 

1954 ERRORTOKEN = token.ERRORTOKEN 

1955 

1956 # token stream always starts with ENCODING token, skip it 

1957 t = next(token_stream) 

1958 assert t.type == tokenize.ENCODING 

1959 

1960 for t in token_stream: 

1961 type, string = t.type, t.string 

1962 

1963 if type == OP: 

1964 if string == ',': 

1965 if skip_next_comma: 

1966 skip_next_comma = False 

1967 else: 

1968 assert not delayed_comma 

1969 delayed_comma = True 

1970 current_parameter += 1 

1971 continue 

1972 

1973 if string == '/': 

1974 assert not skip_next_comma 

1975 assert last_positional_only is None 

1976 skip_next_comma = True 

1977 last_positional_only = current_parameter - 1 

1978 continue 

1979 

1980 if (type == ERRORTOKEN) and (string == '$'): 

1981 assert self_parameter is None 

1982 self_parameter = current_parameter 

1983 continue 

1984 

1985 if delayed_comma: 

1986 delayed_comma = False 

1987 if not ((type == OP) and (string == ')')): 

1988 add(', ') 

1989 add(string) 

1990 if (string == ','): 

1991 add(' ') 

1992 clean_signature = ''.join(text) 

1993 return clean_signature, self_parameter, last_positional_only 

1994 

1995 

1996def _signature_fromstr(cls, obj, s, skip_bound_arg=True): 

1997 """Private helper to parse content of '__text_signature__' 

1998 and return a Signature based on it. 

1999 """ 

2000 # Lazy import ast because it's relatively heavy and 

2001 # it's not used for other than this function. 

2002 import ast 

2003 

2004 Parameter = cls._parameter_cls 

2005 

2006 clean_signature, self_parameter, last_positional_only = \ 

2007 _signature_strip_non_python_syntax(s) 

2008 

2009 program = "def foo" + clean_signature + ": pass" 

2010 

2011 try: 

2012 module = ast.parse(program) 

2013 except SyntaxError: 

2014 module = None 

2015 

2016 if not isinstance(module, ast.Module): 

2017 raise ValueError("{!r} builtin has invalid signature".format(obj)) 

2018 

2019 f = module.body[0] 

2020 

2021 parameters = [] 

2022 empty = Parameter.empty 

2023 invalid = object() 

2024 

2025 module = None 

2026 module_dict = {} 

2027 module_name = getattr(obj, '__module__', None) 

2028 if module_name: 

2029 module = sys.modules.get(module_name, None) 

2030 if module: 

2031 module_dict = module.__dict__ 

2032 sys_module_dict = sys.modules.copy() 

2033 

2034 def parse_name(node): 

2035 assert isinstance(node, ast.arg) 

2036 if node.annotation is not None: 

2037 raise ValueError("Annotations are not currently supported") 

2038 return node.arg 

2039 

2040 def wrap_value(s): 

2041 try: 

2042 value = eval(s, module_dict) 

2043 except NameError: 

2044 try: 

2045 value = eval(s, sys_module_dict) 

2046 except NameError: 

2047 raise RuntimeError() 

2048 

2049 if isinstance(value, (str, int, float, bytes, bool, type(None))): 

2050 return ast.Constant(value) 

2051 raise RuntimeError() 

2052 

2053 class RewriteSymbolics(ast.NodeTransformer): 

2054 def visit_Attribute(self, node): 

2055 a = [] 

2056 n = node 

2057 while isinstance(n, ast.Attribute): 

2058 a.append(n.attr) 

2059 n = n.value 

2060 if not isinstance(n, ast.Name): 

2061 raise RuntimeError() 

2062 a.append(n.id) 

2063 value = ".".join(reversed(a)) 

2064 return wrap_value(value) 

2065 

2066 def visit_Name(self, node): 

2067 if not isinstance(node.ctx, ast.Load): 

2068 raise ValueError() 

2069 return wrap_value(node.id) 

2070 

2071 def p(name_node, default_node, default=empty): 

2072 name = parse_name(name_node) 

2073 if name is invalid: 

2074 return None 

2075 if default_node and default_node is not _empty: 

2076 try: 

2077 default_node = RewriteSymbolics().visit(default_node) 

2078 o = ast.literal_eval(default_node) 

2079 except ValueError: 

2080 o = invalid 

2081 if o is invalid: 

2082 return None 

2083 default = o if o is not invalid else default 

2084 parameters.append(Parameter(name, kind, default=default, annotation=empty)) 

2085 

2086 # non-keyword-only parameters 

2087 args = reversed(f.args.args) 

2088 defaults = reversed(f.args.defaults) 

2089 iter = itertools.zip_longest(args, defaults, fillvalue=None) 

2090 if last_positional_only is not None: 

2091 kind = Parameter.POSITIONAL_ONLY 

2092 else: 

2093 kind = Parameter.POSITIONAL_OR_KEYWORD 

2094 for i, (name, default) in enumerate(reversed(list(iter))): 

2095 p(name, default) 

2096 if i == last_positional_only: 

2097 kind = Parameter.POSITIONAL_OR_KEYWORD 

2098 

2099 # *args 

2100 if f.args.vararg: 

2101 kind = Parameter.VAR_POSITIONAL 

2102 p(f.args.vararg, empty) 

2103 

2104 # keyword-only arguments 

2105 kind = Parameter.KEYWORD_ONLY 

2106 for name, default in zip(f.args.kwonlyargs, f.args.kw_defaults): 

2107 p(name, default) 

2108 

2109 # **kwargs 

2110 if f.args.kwarg: 

2111 kind = Parameter.VAR_KEYWORD 

2112 p(f.args.kwarg, empty) 

2113 

2114 if self_parameter is not None: 

2115 # Possibly strip the bound argument: 

2116 # - We *always* strip first bound argument if 

2117 # it is a module. 

2118 # - We don't strip first bound argument if 

2119 # skip_bound_arg is False. 

2120 assert parameters 

2121 _self = getattr(obj, '__self__', None) 

2122 self_isbound = _self is not None 

2123 self_ismodule = ismodule(_self) 

2124 if self_isbound and (self_ismodule or skip_bound_arg): 

2125 parameters.pop(0) 

2126 else: 

2127 # for builtins, self parameter is always positional-only! 

2128 p = parameters[0].replace(kind=Parameter.POSITIONAL_ONLY) 

2129 parameters[0] = p 

2130 

2131 return cls(parameters, return_annotation=cls.empty) 

2132 

2133 

2134def _signature_from_builtin(cls, func, skip_bound_arg=True): 

2135 """Private helper function to get signature for 

2136 builtin callables. 

2137 """ 

2138 

2139 if not _signature_is_builtin(func): 

2140 raise TypeError("{!r} is not a Python builtin " 

2141 "function".format(func)) 

2142 

2143 s = getattr(func, "__text_signature__", None) 

2144 if not s: 

2145 raise ValueError("no signature found for builtin {!r}".format(func)) 

2146 

2147 return _signature_fromstr(cls, func, s, skip_bound_arg) 

2148 

2149 

2150def _signature_from_function(cls, func, skip_bound_arg=True): 

2151 """Private helper: constructs Signature for the given python function.""" 

2152 

2153 is_duck_function = False 

2154 if not isfunction(func): 

2155 if _signature_is_functionlike(func): 

2156 is_duck_function = True 

2157 else: 

2158 # If it's not a pure Python function, and not a duck type 

2159 # of pure function: 

2160 raise TypeError('{!r} is not a Python function'.format(func)) 

2161 

2162 s = getattr(func, "__text_signature__", None) 

2163 if s: 

2164 return _signature_fromstr(cls, func, s, skip_bound_arg) 

2165 

2166 Parameter = cls._parameter_cls 

2167 

2168 # Parameter information. 

2169 func_code = func.__code__ 

2170 pos_count = func_code.co_argcount 

2171 arg_names = func_code.co_varnames 

2172 posonly_count = func_code.co_posonlyargcount 

2173 positional = arg_names[:pos_count] 

2174 keyword_only_count = func_code.co_kwonlyargcount 

2175 keyword_only = arg_names[pos_count:pos_count + keyword_only_count] 

2176 annotations = func.__annotations__ 

2177 defaults = func.__defaults__ 

2178 kwdefaults = func.__kwdefaults__ 

2179 

2180 if defaults: 

2181 pos_default_count = len(defaults) 

2182 else: 

2183 pos_default_count = 0 

2184 

2185 parameters = [] 

2186 

2187 non_default_count = pos_count - pos_default_count 

2188 posonly_left = posonly_count 

2189 

2190 # Non-keyword-only parameters w/o defaults. 

2191 for name in positional[:non_default_count]: 

2192 kind = _POSITIONAL_ONLY if posonly_left else _POSITIONAL_OR_KEYWORD 

2193 annotation = annotations.get(name, _empty) 

2194 parameters.append(Parameter(name, annotation=annotation, 

2195 kind=kind)) 

2196 if posonly_left: 

2197 posonly_left -= 1 

2198 

2199 # ... w/ defaults. 

2200 for offset, name in enumerate(positional[non_default_count:]): 

2201 kind = _POSITIONAL_ONLY if posonly_left else _POSITIONAL_OR_KEYWORD 

2202 annotation = annotations.get(name, _empty) 

2203 parameters.append(Parameter(name, annotation=annotation, 

2204 kind=kind, 

2205 default=defaults[offset])) 

2206 if posonly_left: 

2207 posonly_left -= 1 

2208 

2209 # *args 

2210 if func_code.co_flags & CO_VARARGS: 

2211 name = arg_names[pos_count + keyword_only_count] 

2212 annotation = annotations.get(name, _empty) 

2213 parameters.append(Parameter(name, annotation=annotation, 

2214 kind=_VAR_POSITIONAL)) 

2215 

2216 # Keyword-only parameters. 

2217 for name in keyword_only: 

2218 default = _empty 

2219 if kwdefaults is not None: 

2220 default = kwdefaults.get(name, _empty) 

2221 

2222 annotation = annotations.get(name, _empty) 

2223 parameters.append(Parameter(name, annotation=annotation, 

2224 kind=_KEYWORD_ONLY, 

2225 default=default)) 

2226 # **kwargs 

2227 if func_code.co_flags & CO_VARKEYWORDS: 

2228 index = pos_count + keyword_only_count 

2229 if func_code.co_flags & CO_VARARGS: 

2230 index += 1 

2231 

2232 name = arg_names[index] 

2233 annotation = annotations.get(name, _empty) 

2234 parameters.append(Parameter(name, annotation=annotation, 

2235 kind=_VAR_KEYWORD)) 

2236 

2237 # Is 'func' is a pure Python function - don't validate the 

2238 # parameters list (for correct order and defaults), it should be OK. 

2239 return cls(parameters, 

2240 return_annotation=annotations.get('return', _empty), 

2241 __validate_parameters__=is_duck_function) 

2242 

2243 

2244def _signature_from_callable(obj, *, 

2245 follow_wrapper_chains=True, 

2246 skip_bound_arg=True, 

2247 sigcls): 

2248 

2249 """Private helper function to get signature for arbitrary 

2250 callable objects. 

2251 """ 

2252 

2253 if not callable(obj): 

2254 raise TypeError('{!r} is not a callable object'.format(obj)) 

2255 

2256 if isinstance(obj, types.MethodType): 

2257 # In this case we skip the first parameter of the underlying 

2258 # function (usually `self` or `cls`). 

2259 sig = _signature_from_callable( 

2260 obj.__func__, 

2261 follow_wrapper_chains=follow_wrapper_chains, 

2262 skip_bound_arg=skip_bound_arg, 

2263 sigcls=sigcls) 

2264 

2265 if skip_bound_arg: 

2266 return _signature_bound_method(sig) 

2267 else: 

2268 return sig 

2269 

2270 # Was this function wrapped by a decorator? 

2271 if follow_wrapper_chains: 

2272 obj = unwrap(obj, stop=(lambda f: hasattr(f, "__signature__"))) 

2273 if isinstance(obj, types.MethodType): 

2274 # If the unwrapped object is a *method*, we might want to 

2275 # skip its first parameter (self). 

2276 # See test_signature_wrapped_bound_method for details. 

2277 return _signature_from_callable( 

2278 obj, 

2279 follow_wrapper_chains=follow_wrapper_chains, 

2280 skip_bound_arg=skip_bound_arg, 

2281 sigcls=sigcls) 

2282 

2283 try: 

2284 sig = obj.__signature__ 

2285 except AttributeError: 

2286 pass 

2287 else: 

2288 if sig is not None: 

2289 if not isinstance(sig, Signature): 

2290 raise TypeError( 

2291 'unexpected object {!r} in __signature__ ' 

2292 'attribute'.format(sig)) 

2293 return sig 

2294 

2295 try: 

2296 partialmethod = obj._partialmethod 

2297 except AttributeError: 

2298 pass 

2299 else: 

2300 if isinstance(partialmethod, functools.partialmethod): 

2301 # Unbound partialmethod (see functools.partialmethod) 

2302 # This means, that we need to calculate the signature 

2303 # as if it's a regular partial object, but taking into 

2304 # account that the first positional argument 

2305 # (usually `self`, or `cls`) will not be passed 

2306 # automatically (as for boundmethods) 

2307 

2308 wrapped_sig = _signature_from_callable( 

2309 partialmethod.func, 

2310 follow_wrapper_chains=follow_wrapper_chains, 

2311 skip_bound_arg=skip_bound_arg, 

2312 sigcls=sigcls) 

2313 

2314 sig = _signature_get_partial(wrapped_sig, partialmethod, (None,)) 

2315 first_wrapped_param = tuple(wrapped_sig.parameters.values())[0] 

2316 if first_wrapped_param.kind is Parameter.VAR_POSITIONAL: 

2317 # First argument of the wrapped callable is `*args`, as in 

2318 # `partialmethod(lambda *args)`. 

2319 return sig 

2320 else: 

2321 sig_params = tuple(sig.parameters.values()) 

2322 assert (not sig_params or 

2323 first_wrapped_param is not sig_params[0]) 

2324 new_params = (first_wrapped_param,) + sig_params 

2325 return sig.replace(parameters=new_params) 

2326 

2327 if isfunction(obj) or _signature_is_functionlike(obj): 

2328 # If it's a pure Python function, or an object that is duck type 

2329 # of a Python function (Cython functions, for instance), then: 

2330 return _signature_from_function(sigcls, obj, 

2331 skip_bound_arg=skip_bound_arg) 

2332 

2333 if _signature_is_builtin(obj): 

2334 return _signature_from_builtin(sigcls, obj, 

2335 skip_bound_arg=skip_bound_arg) 

2336 

2337 if isinstance(obj, functools.partial): 

2338 wrapped_sig = _signature_from_callable( 

2339 obj.func, 

2340 follow_wrapper_chains=follow_wrapper_chains, 

2341 skip_bound_arg=skip_bound_arg, 

2342 sigcls=sigcls) 

2343 return _signature_get_partial(wrapped_sig, obj) 

2344 

2345 sig = None 

2346 if isinstance(obj, type): 

2347 # obj is a class or a metaclass 

2348 

2349 # First, let's see if it has an overloaded __call__ defined 

2350 # in its metaclass 

2351 call = _signature_get_user_defined_method(type(obj), '__call__') 

2352 if call is not None: 

2353 sig = _signature_from_callable( 

2354 call, 

2355 follow_wrapper_chains=follow_wrapper_chains, 

2356 skip_bound_arg=skip_bound_arg, 

2357 sigcls=sigcls) 

2358 else: 

2359 # Now we check if the 'obj' class has a '__new__' method 

2360 new = _signature_get_user_defined_method(obj, '__new__') 

2361 if new is not None: 

2362 sig = _signature_from_callable( 

2363 new, 

2364 follow_wrapper_chains=follow_wrapper_chains, 

2365 skip_bound_arg=skip_bound_arg, 

2366 sigcls=sigcls) 

2367 else: 

2368 # Finally, we should have at least __init__ implemented 

2369 init = _signature_get_user_defined_method(obj, '__init__') 

2370 if init is not None: 

2371 sig = _signature_from_callable( 

2372 init, 

2373 follow_wrapper_chains=follow_wrapper_chains, 

2374 skip_bound_arg=skip_bound_arg, 

2375 sigcls=sigcls) 

2376 

2377 if sig is None: 

2378 # At this point we know, that `obj` is a class, with no user- 

2379 # defined '__init__', '__new__', or class-level '__call__' 

2380 

2381 for base in obj.__mro__[:-1]: 

2382 # Since '__text_signature__' is implemented as a 

2383 # descriptor that extracts text signature from the 

2384 # class docstring, if 'obj' is derived from a builtin 

2385 # class, its own '__text_signature__' may be 'None'. 

2386 # Therefore, we go through the MRO (except the last 

2387 # class in there, which is 'object') to find the first 

2388 # class with non-empty text signature. 

2389 try: 

2390 text_sig = base.__text_signature__ 

2391 except AttributeError: 

2392 pass 

2393 else: 

2394 if text_sig: 

2395 # If 'obj' class has a __text_signature__ attribute: 

2396 # return a signature based on it 

2397 return _signature_fromstr(sigcls, obj, text_sig) 

2398 

2399 # No '__text_signature__' was found for the 'obj' class. 

2400 # Last option is to check if its '__init__' is 

2401 # object.__init__ or type.__init__. 

2402 if type not in obj.__mro__: 

2403 # We have a class (not metaclass), but no user-defined 

2404 # __init__ or __new__ for it 

2405 if (obj.__init__ is object.__init__ and 

2406 obj.__new__ is object.__new__): 

2407 # Return a signature of 'object' builtin. 

2408 return sigcls.from_callable(object) 

2409 else: 

2410 raise ValueError( 

2411 'no signature found for builtin type {!r}'.format(obj)) 

2412 

2413 elif not isinstance(obj, _NonUserDefinedCallables): 

2414 # An object with __call__ 

2415 # We also check that the 'obj' is not an instance of 

2416 # _WrapperDescriptor or _MethodWrapper to avoid 

2417 # infinite recursion (and even potential segfault) 

2418 call = _signature_get_user_defined_method(type(obj), '__call__') 

2419 if call is not None: 

2420 try: 

2421 sig = _signature_from_callable( 

2422 call, 

2423 follow_wrapper_chains=follow_wrapper_chains, 

2424 skip_bound_arg=skip_bound_arg, 

2425 sigcls=sigcls) 

2426 except ValueError as ex: 

2427 msg = 'no signature found for {!r}'.format(obj) 

2428 raise ValueError(msg) from ex 

2429 

2430 if sig is not None: 

2431 # For classes and objects we skip the first parameter of their 

2432 # __call__, __new__, or __init__ methods 

2433 if skip_bound_arg: 

2434 return _signature_bound_method(sig) 

2435 else: 

2436 return sig 

2437 

2438 if isinstance(obj, types.BuiltinFunctionType): 

2439 # Raise a nicer error message for builtins 

2440 msg = 'no signature found for builtin function {!r}'.format(obj) 

2441 raise ValueError(msg) 

2442 

2443 raise ValueError('callable {!r} is not supported by signature'.format(obj)) 

2444 

2445 

2446class _void: 

2447 """A private marker - used in Parameter & Signature.""" 

2448 

2449 

2450class _empty: 

2451 """Marker object for Signature.empty and Parameter.empty.""" 

2452 

2453 

2454class _ParameterKind(enum.IntEnum): 

2455 POSITIONAL_ONLY = 0 

2456 POSITIONAL_OR_KEYWORD = 1 

2457 VAR_POSITIONAL = 2 

2458 KEYWORD_ONLY = 3 

2459 VAR_KEYWORD = 4 

2460 

2461 def __str__(self): 

2462 return self._name_ 

2463 

2464 @property 

2465 def description(self): 

2466 return _PARAM_NAME_MAPPING[self] 

2467 

2468_POSITIONAL_ONLY = _ParameterKind.POSITIONAL_ONLY 

2469_POSITIONAL_OR_KEYWORD = _ParameterKind.POSITIONAL_OR_KEYWORD 

2470_VAR_POSITIONAL = _ParameterKind.VAR_POSITIONAL 

2471_KEYWORD_ONLY = _ParameterKind.KEYWORD_ONLY 

2472_VAR_KEYWORD = _ParameterKind.VAR_KEYWORD 

2473 

2474_PARAM_NAME_MAPPING = { 

2475 _POSITIONAL_ONLY: 'positional-only', 

2476 _POSITIONAL_OR_KEYWORD: 'positional or keyword', 

2477 _VAR_POSITIONAL: 'variadic positional', 

2478 _KEYWORD_ONLY: 'keyword-only', 

2479 _VAR_KEYWORD: 'variadic keyword' 

2480} 

2481 

2482 

2483class Parameter: 

2484 """Represents a parameter in a function signature. 

2485 

2486 Has the following public attributes: 

2487 

2488 * name : str 

2489 The name of the parameter as a string. 

2490 * default : object 

2491 The default value for the parameter if specified. If the 

2492 parameter has no default value, this attribute is set to 

2493 `Parameter.empty`. 

2494 * annotation 

2495 The annotation for the parameter if specified. If the 

2496 parameter has no annotation, this attribute is set to 

2497 `Parameter.empty`. 

2498 * kind : str 

2499 Describes how argument values are bound to the parameter. 

2500 Possible values: `Parameter.POSITIONAL_ONLY`, 

2501 `Parameter.POSITIONAL_OR_KEYWORD`, `Parameter.VAR_POSITIONAL`, 

2502 `Parameter.KEYWORD_ONLY`, `Parameter.VAR_KEYWORD`. 

2503 """ 

2504 

2505 __slots__ = ('_name', '_kind', '_default', '_annotation') 

2506 

2507 POSITIONAL_ONLY = _POSITIONAL_ONLY 

2508 POSITIONAL_OR_KEYWORD = _POSITIONAL_OR_KEYWORD 

2509 VAR_POSITIONAL = _VAR_POSITIONAL 

2510 KEYWORD_ONLY = _KEYWORD_ONLY 

2511 VAR_KEYWORD = _VAR_KEYWORD 

2512 

2513 empty = _empty 

2514 

2515 def __init__(self, name, kind, *, default=_empty, annotation=_empty): 

2516 try: 

2517 self._kind = _ParameterKind(kind) 

2518 except ValueError: 

2519 raise ValueError(f'value {kind!r} is not a valid Parameter.kind') 

2520 if default is not _empty: 

2521 if self._kind in (_VAR_POSITIONAL, _VAR_KEYWORD): 

2522 msg = '{} parameters cannot have default values' 

2523 msg = msg.format(self._kind.description) 

2524 raise ValueError(msg) 

2525 self._default = default 

2526 self._annotation = annotation 

2527 

2528 if name is _empty: 

2529 raise ValueError('name is a required attribute for Parameter') 

2530 

2531 if not isinstance(name, str): 

2532 msg = 'name must be a str, not a {}'.format(type(name).__name__) 

2533 raise TypeError(msg) 

2534 

2535 if name[0] == '.' and name[1:].isdigit(): 

2536 # These are implicit arguments generated by comprehensions. In 

2537 # order to provide a friendlier interface to users, we recast 

2538 # their name as "implicitN" and treat them as positional-only. 

2539 # See issue 19611. 

2540 if self._kind != _POSITIONAL_OR_KEYWORD: 

2541 msg = ( 

2542 'implicit arguments must be passed as ' 

2543 'positional or keyword arguments, not {}' 

2544 ) 

2545 msg = msg.format(self._kind.description) 

2546 raise ValueError(msg) 

2547 self._kind = _POSITIONAL_ONLY 

2548 name = 'implicit{}'.format(name[1:]) 

2549 

2550 if not name.isidentifier(): 

2551 raise ValueError('{!r} is not a valid parameter name'.format(name)) 

2552 

2553 self._name = name 

2554 

2555 def __reduce__(self): 

2556 return (type(self), 

2557 (self._name, self._kind), 

2558 {'_default': self._default, 

2559 '_annotation': self._annotation}) 

2560 

2561 def __setstate__(self, state): 

2562 self._default = state['_default'] 

2563 self._annotation = state['_annotation'] 

2564 

2565 @property 

2566 def name(self): 

2567 return self._name 

2568 

2569 @property 

2570 def default(self): 

2571 return self._default 

2572 

2573 @property 

2574 def annotation(self): 

2575 return self._annotation 

2576 

2577 @property 

2578 def kind(self): 

2579 return self._kind 

2580 

2581 def replace(self, *, name=_void, kind=_void, 

2582 annotation=_void, default=_void): 

2583 """Creates a customized copy of the Parameter.""" 

2584 

2585 if name is _void: 

2586 name = self._name 

2587 

2588 if kind is _void: 

2589 kind = self._kind 

2590 

2591 if annotation is _void: 

2592 annotation = self._annotation 

2593 

2594 if default is _void: 

2595 default = self._default 

2596 

2597 return type(self)(name, kind, default=default, annotation=annotation) 

2598 

2599 def __str__(self): 

2600 kind = self.kind 

2601 formatted = self._name 

2602 

2603 # Add annotation and default value 

2604 if self._annotation is not _empty: 

2605 formatted = '{}: {}'.format(formatted, 

2606 formatannotation(self._annotation)) 

2607 

2608 if self._default is not _empty: 

2609 if self._annotation is not _empty: 

2610 formatted = '{} = {}'.format(formatted, repr(self._default)) 

2611 else: 

2612 formatted = '{}={}'.format(formatted, repr(self._default)) 

2613 

2614 if kind == _VAR_POSITIONAL: 

2615 formatted = '*' + formatted 

2616 elif kind == _VAR_KEYWORD: 

2617 formatted = '**' + formatted 

2618 

2619 return formatted 

2620 

2621 def __repr__(self): 

2622 return '<{} "{}">'.format(self.__class__.__name__, self) 

2623 

2624 def __hash__(self): 

2625 return hash((self.name, self.kind, self.annotation, self.default)) 

2626 

2627 def __eq__(self, other): 

2628 if self is other: 

2629 return True 

2630 if not isinstance(other, Parameter): 

2631 return NotImplemented 

2632 return (self._name == other._name and 

2633 self._kind == other._kind and 

2634 self._default == other._default and 

2635 self._annotation == other._annotation) 

2636 

2637 

2638class BoundArguments: 

2639 """Result of `Signature.bind` call. Holds the mapping of arguments 

2640 to the function's parameters. 

2641 

2642 Has the following public attributes: 

2643 

2644 * arguments : dict 

2645 An ordered mutable mapping of parameters' names to arguments' values. 

2646 Does not contain arguments' default values. 

2647 * signature : Signature 

2648 The Signature object that created this instance. 

2649 * args : tuple 

2650 Tuple of positional arguments values. 

2651 * kwargs : dict 

2652 Dict of keyword arguments values. 

2653 """ 

2654 

2655 __slots__ = ('arguments', '_signature', '__weakref__') 

2656 

2657 def __init__(self, signature, arguments): 

2658 self.arguments = arguments 

2659 self._signature = signature 

2660 

2661 @property 

2662 def signature(self): 

2663 return self._signature 

2664 

2665 @property 

2666 def args(self): 

2667 args = [] 

2668 for param_name, param in self._signature.parameters.items(): 

2669 if param.kind in (_VAR_KEYWORD, _KEYWORD_ONLY): 

2670 break 

2671 

2672 try: 

2673 arg = self.arguments[param_name] 

2674 except KeyError: 

2675 # We're done here. Other arguments 

2676 # will be mapped in 'BoundArguments.kwargs' 

2677 break 

2678 else: 

2679 if param.kind == _VAR_POSITIONAL: 

2680 # *args 

2681 args.extend(arg) 

2682 else: 

2683 # plain argument 

2684 args.append(arg) 

2685 

2686 return tuple(args) 

2687 

2688 @property 

2689 def kwargs(self): 

2690 kwargs = {} 

2691 kwargs_started = False 

2692 for param_name, param in self._signature.parameters.items(): 

2693 if not kwargs_started: 

2694 if param.kind in (_VAR_KEYWORD, _KEYWORD_ONLY): 

2695 kwargs_started = True 

2696 else: 

2697 if param_name not in self.arguments: 

2698 kwargs_started = True 

2699 continue 

2700 

2701 if not kwargs_started: 

2702 continue 

2703 

2704 try: 

2705 arg = self.arguments[param_name] 

2706 except KeyError: 

2707 pass 

2708 else: 

2709 if param.kind == _VAR_KEYWORD: 

2710 # **kwargs 

2711 kwargs.update(arg) 

2712 else: 

2713 # plain keyword argument 

2714 kwargs[param_name] = arg 

2715 

2716 return kwargs 

2717 

2718 def apply_defaults(self): 

2719 """Set default values for missing arguments. 

2720 

2721 For variable-positional arguments (*args) the default is an 

2722 empty tuple. 

2723 

2724 For variable-keyword arguments (**kwargs) the default is an 

2725 empty dict. 

2726 """ 

2727 arguments = self.arguments 

2728 new_arguments = [] 

2729 for name, param in self._signature.parameters.items(): 

2730 try: 

2731 new_arguments.append((name, arguments[name])) 

2732 except KeyError: 

2733 if param.default is not _empty: 

2734 val = param.default 

2735 elif param.kind is _VAR_POSITIONAL: 

2736 val = () 

2737 elif param.kind is _VAR_KEYWORD: 

2738 val = {} 

2739 else: 

2740 # This BoundArguments was likely produced by 

2741 # Signature.bind_partial(). 

2742 continue 

2743 new_arguments.append((name, val)) 

2744 self.arguments = dict(new_arguments) 

2745 

2746 def __eq__(self, other): 

2747 if self is other: 

2748 return True 

2749 if not isinstance(other, BoundArguments): 

2750 return NotImplemented 

2751 return (self.signature == other.signature and 

2752 self.arguments == other.arguments) 

2753 

2754 def __setstate__(self, state): 

2755 self._signature = state['_signature'] 

2756 self.arguments = state['arguments'] 

2757 

2758 def __getstate__(self): 

2759 return {'_signature': self._signature, 'arguments': self.arguments} 

2760 

2761 def __repr__(self): 

2762 args = [] 

2763 for arg, value in self.arguments.items(): 

2764 args.append('{}={!r}'.format(arg, value)) 

2765 return '<{} ({})>'.format(self.__class__.__name__, ', '.join(args)) 

2766 

2767 

2768class Signature: 

2769 """A Signature object represents the overall signature of a function. 

2770 It stores a Parameter object for each parameter accepted by the 

2771 function, as well as information specific to the function itself. 

2772 

2773 A Signature object has the following public attributes and methods: 

2774 

2775 * parameters : OrderedDict 

2776 An ordered mapping of parameters' names to the corresponding 

2777 Parameter objects (keyword-only arguments are in the same order 

2778 as listed in `code.co_varnames`). 

2779 * return_annotation : object 

2780 The annotation for the return type of the function if specified. 

2781 If the function has no annotation for its return type, this 

2782 attribute is set to `Signature.empty`. 

2783 * bind(*args, **kwargs) -> BoundArguments 

2784 Creates a mapping from positional and keyword arguments to 

2785 parameters. 

2786 * bind_partial(*args, **kwargs) -> BoundArguments 

2787 Creates a partial mapping from positional and keyword arguments 

2788 to parameters (simulating 'functools.partial' behavior.) 

2789 """ 

2790 

2791 __slots__ = ('_return_annotation', '_parameters') 

2792 

2793 _parameter_cls = Parameter 

2794 _bound_arguments_cls = BoundArguments 

2795 

2796 empty = _empty 

2797 

2798 def __init__(self, parameters=None, *, return_annotation=_empty, 

2799 __validate_parameters__=True): 

2800 """Constructs Signature from the given list of Parameter 

2801 objects and 'return_annotation'. All arguments are optional. 

2802 """ 

2803 

2804 if parameters is None: 

2805 params = OrderedDict() 

2806 else: 

2807 if __validate_parameters__: 

2808 params = OrderedDict() 

2809 top_kind = _POSITIONAL_ONLY 

2810 kind_defaults = False 

2811 

2812 for param in parameters: 

2813 kind = param.kind 

2814 name = param.name 

2815 

2816 if kind < top_kind: 

2817 msg = ( 

2818 'wrong parameter order: {} parameter before {} ' 

2819 'parameter' 

2820 ) 

2821 msg = msg.format(top_kind.description, 

2822 kind.description) 

2823 raise ValueError(msg) 

2824 elif kind > top_kind: 

2825 kind_defaults = False 

2826 top_kind = kind 

2827 

2828 if kind in (_POSITIONAL_ONLY, _POSITIONAL_OR_KEYWORD): 

2829 if param.default is _empty: 

2830 if kind_defaults: 

2831 # No default for this parameter, but the 

2832 # previous parameter of the same kind had 

2833 # a default 

2834 msg = 'non-default argument follows default ' \ 

2835 'argument' 

2836 raise ValueError(msg) 

2837 else: 

2838 # There is a default for this parameter. 

2839 kind_defaults = True 

2840 

2841 if name in params: 

2842 msg = 'duplicate parameter name: {!r}'.format(name) 

2843 raise ValueError(msg) 

2844 

2845 params[name] = param 

2846 else: 

2847 params = OrderedDict((param.name, param) for param in parameters) 

2848 

2849 self._parameters = types.MappingProxyType(params) 

2850 self._return_annotation = return_annotation 

2851 

2852 @classmethod 

2853 def from_function(cls, func): 

2854 """Constructs Signature for the given python function. 

2855 

2856 Deprecated since Python 3.5, use `Signature.from_callable()`. 

2857 """ 

2858 

2859 warnings.warn("inspect.Signature.from_function() is deprecated since " 

2860 "Python 3.5, use Signature.from_callable()", 

2861 DeprecationWarning, stacklevel=2) 

2862 return _signature_from_function(cls, func) 

2863 

2864 @classmethod 

2865 def from_builtin(cls, func): 

2866 """Constructs Signature for the given builtin function. 

2867 

2868 Deprecated since Python 3.5, use `Signature.from_callable()`. 

2869 """ 

2870 

2871 warnings.warn("inspect.Signature.from_builtin() is deprecated since " 

2872 "Python 3.5, use Signature.from_callable()", 

2873 DeprecationWarning, stacklevel=2) 

2874 return _signature_from_builtin(cls, func) 

2875 

2876 @classmethod 

2877 def from_callable(cls, obj, *, follow_wrapped=True): 

2878 """Constructs Signature for the given callable object.""" 

2879 return _signature_from_callable(obj, sigcls=cls, 

2880 follow_wrapper_chains=follow_wrapped) 

2881 

2882 @property 

2883 def parameters(self): 

2884 return self._parameters 

2885 

2886 @property 

2887 def return_annotation(self): 

2888 return self._return_annotation 

2889 

2890 def replace(self, *, parameters=_void, return_annotation=_void): 

2891 """Creates a customized copy of the Signature. 

2892 Pass 'parameters' and/or 'return_annotation' arguments 

2893 to override them in the new copy. 

2894 """ 

2895 

2896 if parameters is _void: 

2897 parameters = self.parameters.values() 

2898 

2899 if return_annotation is _void: 

2900 return_annotation = self._return_annotation 

2901 

2902 return type(self)(parameters, 

2903 return_annotation=return_annotation) 

2904 

2905 def _hash_basis(self): 

2906 params = tuple(param for param in self.parameters.values() 

2907 if param.kind != _KEYWORD_ONLY) 

2908 

2909 kwo_params = {param.name: param for param in self.parameters.values() 

2910 if param.kind == _KEYWORD_ONLY} 

2911 

2912 return params, kwo_params, self.return_annotation 

2913 

2914 def __hash__(self): 

2915 params, kwo_params, return_annotation = self._hash_basis() 

2916 kwo_params = frozenset(kwo_params.values()) 

2917 return hash((params, kwo_params, return_annotation)) 

2918 

2919 def __eq__(self, other): 

2920 if self is other: 

2921 return True 

2922 if not isinstance(other, Signature): 

2923 return NotImplemented 

2924 return self._hash_basis() == other._hash_basis() 

2925 

2926 def _bind(self, args, kwargs, *, partial=False): 

2927 """Private method. Don't use directly.""" 

2928 

2929 arguments = {} 

2930 

2931 parameters = iter(self.parameters.values()) 

2932 parameters_ex = () 

2933 arg_vals = iter(args) 

2934 

2935 while True: 

2936 # Let's iterate through the positional arguments and corresponding 

2937 # parameters 

2938 try: 

2939 arg_val = next(arg_vals) 

2940 except StopIteration: 

2941 # No more positional arguments 

2942 try: 

2943 param = next(parameters) 

2944 except StopIteration: 

2945 # No more parameters. That's it. Just need to check that 

2946 # we have no `kwargs` after this while loop 

2947 break 

2948 else: 

2949 if param.kind == _VAR_POSITIONAL: 

2950 # That's OK, just empty *args. Let's start parsing 

2951 # kwargs 

2952 break 

2953 elif param.name in kwargs: 

2954 if param.kind == _POSITIONAL_ONLY: 

2955 msg = '{arg!r} parameter is positional only, ' \ 

2956 'but was passed as a keyword' 

2957 msg = msg.format(arg=param.name) 

2958 raise TypeError(msg) from None 

2959 parameters_ex = (param,) 

2960 break 

2961 elif (param.kind == _VAR_KEYWORD or 

2962 param.default is not _empty): 

2963 # That's fine too - we have a default value for this 

2964 # parameter. So, lets start parsing `kwargs`, starting 

2965 # with the current parameter 

2966 parameters_ex = (param,) 

2967 break 

2968 else: 

2969 # No default, not VAR_KEYWORD, not VAR_POSITIONAL, 

2970 # not in `kwargs` 

2971 if partial: 

2972 parameters_ex = (param,) 

2973 break 

2974 else: 

2975 msg = 'missing a required argument: {arg!r}' 

2976 msg = msg.format(arg=param.name) 

2977 raise TypeError(msg) from None 

2978 else: 

2979 # We have a positional argument to process 

2980 try: 

2981 param = next(parameters) 

2982 except StopIteration: 

2983 raise TypeError('too many positional arguments') from None 

2984 else: 

2985 if param.kind in (_VAR_KEYWORD, _KEYWORD_ONLY): 

2986 # Looks like we have no parameter for this positional 

2987 # argument 

2988 raise TypeError( 

2989 'too many positional arguments') from None 

2990 

2991 if param.kind == _VAR_POSITIONAL: 

2992 # We have an '*args'-like argument, let's fill it with 

2993 # all positional arguments we have left and move on to 

2994 # the next phase 

2995 values = [arg_val] 

2996 values.extend(arg_vals) 

2997 arguments[param.name] = tuple(values) 

2998 break 

2999 

3000 if param.name in kwargs and param.kind != _POSITIONAL_ONLY: 

3001 raise TypeError( 

3002 'multiple values for argument {arg!r}'.format( 

3003 arg=param.name)) from None 

3004 

3005 arguments[param.name] = arg_val 

3006 

3007 # Now, we iterate through the remaining parameters to process 

3008 # keyword arguments 

3009 kwargs_param = None 

3010 for param in itertools.chain(parameters_ex, parameters): 

3011 if param.kind == _VAR_KEYWORD: 

3012 # Memorize that we have a '**kwargs'-like parameter 

3013 kwargs_param = param 

3014 continue 

3015 

3016 if param.kind == _VAR_POSITIONAL: 

3017 # Named arguments don't refer to '*args'-like parameters. 

3018 # We only arrive here if the positional arguments ended 

3019 # before reaching the last parameter before *args. 

3020 continue 

3021 

3022 param_name = param.name 

3023 try: 

3024 arg_val = kwargs.pop(param_name) 

3025 except KeyError: 

3026 # We have no value for this parameter. It's fine though, 

3027 # if it has a default value, or it is an '*args'-like 

3028 # parameter, left alone by the processing of positional 

3029 # arguments. 

3030 if (not partial and param.kind != _VAR_POSITIONAL and 

3031 param.default is _empty): 

3032 raise TypeError('missing a required argument: {arg!r}'. \ 

3033 format(arg=param_name)) from None 

3034 

3035 else: 

3036 if param.kind == _POSITIONAL_ONLY: 

3037 # This should never happen in case of a properly built 

3038 # Signature object (but let's have this check here 

3039 # to ensure correct behaviour just in case) 

3040 raise TypeError('{arg!r} parameter is positional only, ' 

3041 'but was passed as a keyword'. \ 

3042 format(arg=param.name)) 

3043 

3044 arguments[param_name] = arg_val 

3045 

3046 if kwargs: 

3047 if kwargs_param is not None: 

3048 # Process our '**kwargs'-like parameter 

3049 arguments[kwargs_param.name] = kwargs 

3050 else: 

3051 raise TypeError( 

3052 'got an unexpected keyword argument {arg!r}'.format( 

3053 arg=next(iter(kwargs)))) 

3054 

3055 return self._bound_arguments_cls(self, arguments) 

3056 

3057 def bind(self, /, *args, **kwargs): 

3058 """Get a BoundArguments object, that maps the passed `args` 

3059 and `kwargs` to the function's signature. Raises `TypeError` 

3060 if the passed arguments can not be bound. 

3061 """ 

3062 return self._bind(args, kwargs) 

3063 

3064 def bind_partial(self, /, *args, **kwargs): 

3065 """Get a BoundArguments object, that partially maps the 

3066 passed `args` and `kwargs` to the function's signature. 

3067 Raises `TypeError` if the passed arguments can not be bound. 

3068 """ 

3069 return self._bind(args, kwargs, partial=True) 

3070 

3071 def __reduce__(self): 

3072 return (type(self), 

3073 (tuple(self._parameters.values()),), 

3074 {'_return_annotation': self._return_annotation}) 

3075 

3076 def __setstate__(self, state): 

3077 self._return_annotation = state['_return_annotation'] 

3078 

3079 def __repr__(self): 

3080 return '<{} {}>'.format(self.__class__.__name__, self) 

3081 

3082 def __str__(self): 

3083 result = [] 

3084 render_pos_only_separator = False 

3085 render_kw_only_separator = True 

3086 for param in self.parameters.values(): 

3087 formatted = str(param) 

3088 

3089 kind = param.kind 

3090 

3091 if kind == _POSITIONAL_ONLY: 

3092 render_pos_only_separator = True 

3093 elif render_pos_only_separator: 

3094 # It's not a positional-only parameter, and the flag 

3095 # is set to 'True' (there were pos-only params before.) 

3096 result.append('/') 

3097 render_pos_only_separator = False 

3098 

3099 if kind == _VAR_POSITIONAL: 

3100 # OK, we have an '*args'-like parameter, so we won't need 

3101 # a '*' to separate keyword-only arguments 

3102 render_kw_only_separator = False 

3103 elif kind == _KEYWORD_ONLY and render_kw_only_separator: 

3104 # We have a keyword-only parameter to render and we haven't 

3105 # rendered an '*args'-like parameter before, so add a '*' 

3106 # separator to the parameters list ("foo(arg1, *, arg2)" case) 

3107 result.append('*') 

3108 # This condition should be only triggered once, so 

3109 # reset the flag 

3110 render_kw_only_separator = False 

3111 

3112 result.append(formatted) 

3113 

3114 if render_pos_only_separator: 

3115 # There were only positional-only parameters, hence the 

3116 # flag was not reset to 'False' 

3117 result.append('/') 

3118 

3119 rendered = '({})'.format(', '.join(result)) 

3120 

3121 if self.return_annotation is not _empty: 

3122 anno = formatannotation(self.return_annotation) 

3123 rendered += ' -> {}'.format(anno) 

3124 

3125 return rendered 

3126 

3127 

3128def signature(obj, *, follow_wrapped=True): 

3129 """Get a signature object for the passed callable.""" 

3130 return Signature.from_callable(obj, follow_wrapped=follow_wrapped) 

3131 

3132 

3133def _main(): 

3134 """ Logic for inspecting an object given at command line """ 

3135 import argparse 

3136 import importlib 

3137 

3138 parser = argparse.ArgumentParser() 

3139 parser.add_argument( 

3140 'object', 

3141 help="The object to be analysed. " 

3142 "It supports the 'module:qualname' syntax") 

3143 parser.add_argument( 

3144 '-d', '--details', action='store_true', 

3145 help='Display info about the module rather than its source code') 

3146 

3147 args = parser.parse_args() 

3148 

3149 target = args.object 

3150 mod_name, has_attrs, attrs = target.partition(":") 

3151 try: 

3152 obj = module = importlib.import_module(mod_name) 

3153 except Exception as exc: 

3154 msg = "Failed to import {} ({}: {})".format(mod_name, 

3155 type(exc).__name__, 

3156 exc) 

3157 print(msg, file=sys.stderr) 

3158 sys.exit(2) 

3159 

3160 if has_attrs: 

3161 parts = attrs.split(".") 

3162 obj = module 

3163 for part in parts: 

3164 obj = getattr(obj, part) 

3165 

3166 if module.__name__ in sys.builtin_module_names: 

3167 print("Can't get info for builtin modules.", file=sys.stderr) 

3168 sys.exit(1) 

3169 

3170 if args.details: 

3171 print('Target: {}'.format(target)) 

3172 print('Origin: {}'.format(getsourcefile(module))) 

3173 print('Cached: {}'.format(module.__cached__)) 

3174 if obj is module: 

3175 print('Loader: {}'.format(repr(module.__loader__))) 

3176 if hasattr(module, '__path__'): 

3177 print('Submodule search path: {}'.format(module.__path__)) 

3178 else: 

3179 try: 

3180 __, lineno = findsource(obj) 

3181 except Exception: 

3182 pass 

3183 else: 

3184 print('Line: {}'.format(lineno)) 

3185 

3186 print('\n') 

3187 else: 

3188 print(getsource(obj)) 

3189 

3190 

3191if __name__ == "__main__": 

3192 _main()