Coverage for /pythoncovmergedfiles/medio/medio/usr/local/lib/python3.8/inspect.py: 12%

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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 dis 

36import collections.abc 

37import enum 

38import importlib.machinery 

39import itertools 

40import linecache 

41import os 

42import re 

43import sys 

44import tokenize 

45import token 

46import types 

47import warnings 

48import functools 

49import builtins 

50from operator import attrgetter 

51from collections import namedtuple, OrderedDict 

52 

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

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

55mod_dict = globals() 

56for k, v in dis.COMPILER_FLAG_NAMES.items(): 

57 mod_dict["CO_" + v] = k 

58 

59# See Include/object.h 

60TPFLAGS_IS_ABSTRACT = 1 << 20 

61 

62# ----------------------------------------------------------- type-checking 

63def ismodule(object): 

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

65 

66 Module objects provide these attributes: 

67 __cached__ pathname to byte compiled file 

68 __doc__ documentation string 

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

70 return isinstance(object, types.ModuleType) 

71 

72def isclass(object): 

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

74 

75 Class objects provide these attributes: 

76 __doc__ documentation string 

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

78 return isinstance(object, type) 

79 

80def ismethod(object): 

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

82 

83 Instance method objects provide these attributes: 

84 __doc__ documentation string 

85 __name__ name with which this method was defined 

86 __func__ function object containing implementation of method 

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

88 return isinstance(object, types.MethodType) 

89 

90def ismethoddescriptor(object): 

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

92 

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

94 

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

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

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

98 usually sensible, and __doc__ often is. 

99 

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

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

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

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

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

105 # mutual exclusion 

106 return False 

107 tp = type(object) 

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

109 

110def isdatadescriptor(object): 

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

112 

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

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

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

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

117 is not guaranteed.""" 

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

119 # mutual exclusion 

120 return False 

121 tp = type(object) 

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

123 

124if hasattr(types, 'MemberDescriptorType'): 

125 # CPython and equivalent 

126 def ismemberdescriptor(object): 

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

128 

129 Member descriptors are specialized descriptors defined in extension 

130 modules.""" 

131 return isinstance(object, types.MemberDescriptorType) 

132else: 

133 # Other implementations 

134 def ismemberdescriptor(object): 

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

136 

137 Member descriptors are specialized descriptors defined in extension 

138 modules.""" 

139 return False 

140 

141if hasattr(types, 'GetSetDescriptorType'): 

142 # CPython and equivalent 

143 def isgetsetdescriptor(object): 

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

145 

146 getset descriptors are specialized descriptors defined in extension 

147 modules.""" 

148 return isinstance(object, types.GetSetDescriptorType) 

149else: 

150 # Other implementations 

151 def isgetsetdescriptor(object): 

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

153 

154 getset descriptors are specialized descriptors defined in extension 

155 modules.""" 

156 return False 

157 

158def isfunction(object): 

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

160 

161 Function objects provide these attributes: 

162 __doc__ documentation string 

163 __name__ name with which this function was defined 

164 __code__ code object containing compiled function bytecode 

165 __defaults__ tuple of any default values for arguments 

166 __globals__ global namespace in which this function was defined 

167 __annotations__ dict of parameter annotations 

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

169 return isinstance(object, types.FunctionType) 

170 

171def _has_code_flag(f, flag): 

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

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

174 set in its flags.""" 

175 while ismethod(f): 

176 f = f.__func__ 

177 f = functools._unwrap_partial(f) 

178 if not isfunction(f): 

179 return False 

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

181 

182def isgeneratorfunction(obj): 

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

184 

185 Generator function objects provide the same attributes as functions. 

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

187 return _has_code_flag(obj, CO_GENERATOR) 

188 

189def iscoroutinefunction(obj): 

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

191 

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

193 """ 

194 return _has_code_flag(obj, CO_COROUTINE) 

195 

196def isasyncgenfunction(obj): 

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

198 

199 Asynchronous generator functions are defined with "async def" 

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

201 """ 

202 return _has_code_flag(obj, CO_ASYNC_GENERATOR) 

203 

204def isasyncgen(object): 

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

206 return isinstance(object, types.AsyncGeneratorType) 

207 

208def isgenerator(object): 

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

210 

211 Generator objects provide these attributes: 

212 __iter__ defined to support iteration over container 

213 close raises a new GeneratorExit exception inside the 

214 generator to terminate the iteration 

215 gi_code code object 

216 gi_frame frame object or possibly None once the generator has 

217 been exhausted 

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

219 next return the next item from the container 

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

221 the result of the current yield-expression 

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

223 return isinstance(object, types.GeneratorType) 

224 

225def iscoroutine(object): 

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

227 return isinstance(object, types.CoroutineType) 

228 

229def isawaitable(object): 

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

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

232 isinstance(object, types.GeneratorType) and 

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

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

235 

236def istraceback(object): 

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

238 

239 Traceback objects provide these attributes: 

240 tb_frame frame object at this level 

241 tb_lasti index of last attempted instruction in bytecode 

242 tb_lineno current line number in Python source code 

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

244 return isinstance(object, types.TracebackType) 

245 

246def isframe(object): 

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

248 

249 Frame objects provide these attributes: 

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

251 f_builtins built-in namespace seen by this frame 

252 f_code code object being executed in this frame 

253 f_globals global namespace seen by this frame 

254 f_lasti index of last attempted instruction in bytecode 

255 f_lineno current line number in Python source code 

256 f_locals local namespace seen by this frame 

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

258 return isinstance(object, types.FrameType) 

259 

260def iscode(object): 

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

262 

263 Code objects provide these attributes: 

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

265 or keyword only arguments) 

266 co_code string of raw compiled bytecode 

267 co_cellvars tuple of names of cell variables 

268 co_consts tuple of constants used in the bytecode 

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

270 co_firstlineno number of first line in Python source code 

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

272 | 16=nested | 32=generator | 64=nofree | 128=coroutine 

273 | 256=iterable_coroutine | 512=async_generator 

274 co_freevars tuple of names of free variables 

275 co_posonlyargcount number of positional only arguments 

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

277 co_lnotab encoded mapping of line numbers to bytecode indices 

278 co_name name with which this code object was defined 

279 co_names tuple of names of local variables 

280 co_nlocals number of local variables 

281 co_stacksize virtual machine stack space required 

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

283 return isinstance(object, types.CodeType) 

284 

285def isbuiltin(object): 

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

287 

288 Built-in functions and methods provide these attributes: 

289 __doc__ documentation string 

290 __name__ original name of this function or method 

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

292 return isinstance(object, types.BuiltinFunctionType) 

293 

294def isroutine(object): 

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

296 return (isbuiltin(object) 

297 or isfunction(object) 

298 or ismethod(object) 

299 or ismethoddescriptor(object)) 

300 

301def isabstract(object): 

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

303 if not isinstance(object, type): 

304 return False 

305 if object.__flags__ & TPFLAGS_IS_ABSTRACT: 

306 return True 

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

308 return False 

309 if hasattr(object, '__abstractmethods__'): 

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

311 # TPFLAGS_IS_ABSTRACT should have been accurate. 

312 return False 

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

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

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

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

317 return True 

318 for base in object.__bases__: 

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

320 value = getattr(object, name, None) 

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

322 return True 

323 return False 

324 

325def getmembers(object, predicate=None): 

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

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

328 if isclass(object): 

329 mro = (object,) + getmro(object) 

330 else: 

331 mro = () 

332 results = [] 

333 processed = set() 

334 names = dir(object) 

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

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

337 # attribute with the same name as a DynamicClassAttribute exists 

338 try: 

339 for base in object.__bases__: 

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

341 if isinstance(v, types.DynamicClassAttribute): 

342 names.append(k) 

343 except AttributeError: 

344 pass 

345 for key in names: 

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

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

348 # looking in the __dict__. 

349 try: 

350 value = getattr(object, key) 

351 # handle the duplicate key 

352 if key in processed: 

353 raise AttributeError 

354 except AttributeError: 

355 for base in mro: 

356 if key in base.__dict__: 

357 value = base.__dict__[key] 

358 break 

359 else: 

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

361 # __dir__; discard and move on 

362 continue 

363 if not predicate or predicate(value): 

364 results.append((key, value)) 

365 processed.add(key) 

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

367 return results 

368 

369Attribute = namedtuple('Attribute', 'name kind defining_class object') 

370 

371def classify_class_attrs(cls): 

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

373 

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

375 with these elements: 

376 

377 0. The name (a string). 

378 

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

380 'class method' created via classmethod() 

381 'static method' created via staticmethod() 

382 'property' created via property() 

383 'method' any other flavor of method or descriptor 

384 'data' not a method 

385 

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

387 

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

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

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

391 dict (found by walking the mro). 

392 

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

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

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

396 """ 

397 

398 mro = getmro(cls) 

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

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

401 class_bases = (cls,) + mro 

402 all_bases = class_bases + metamro 

403 names = dir(cls) 

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

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

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

407 for base in mro: 

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

409 if isinstance(v, types.DynamicClassAttribute): 

410 names.append(k) 

411 result = [] 

412 processed = set() 

413 

414 for name in names: 

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

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

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

418 # for a docstring). 

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

420 # class's dict. 

421 # 

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

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

424 homecls = None 

425 get_obj = None 

426 dict_obj = None 

427 if name not in processed: 

428 try: 

429 if name == '__dict__': 

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

431 get_obj = getattr(cls, name) 

432 except Exception as exc: 

433 pass 

434 else: 

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

436 if homecls not in class_bases: 

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

438 # mro, drop it and search the mro manually 

439 homecls = None 

440 last_cls = None 

441 # first look in the classes 

442 for srch_cls in class_bases: 

443 srch_obj = getattr(srch_cls, name, None) 

444 if srch_obj is get_obj: 

445 last_cls = srch_cls 

446 # then check the metaclasses 

447 for srch_cls in metamro: 

448 try: 

449 srch_obj = srch_cls.__getattr__(cls, name) 

450 except AttributeError: 

451 continue 

452 if srch_obj is get_obj: 

453 last_cls = srch_cls 

454 if last_cls is not None: 

455 homecls = last_cls 

456 for base in all_bases: 

457 if name in base.__dict__: 

458 dict_obj = base.__dict__[name] 

459 if homecls not in metamro: 

460 homecls = base 

461 break 

462 if homecls is None: 

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

464 # buggy custom __dir__; discard and move on 

465 continue 

466 obj = get_obj if get_obj is not None else dict_obj 

467 # Classify the object or its descriptor. 

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

469 kind = "static method" 

470 obj = dict_obj 

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

472 kind = "class method" 

473 obj = dict_obj 

474 elif isinstance(dict_obj, property): 

475 kind = "property" 

476 obj = dict_obj 

477 elif isroutine(obj): 

478 kind = "method" 

479 else: 

480 kind = "data" 

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

482 processed.add(name) 

483 return result 

484 

485# ----------------------------------------------------------- class helpers 

486 

487def getmro(cls): 

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

489 return cls.__mro__ 

490 

491# -------------------------------------------------------- function helpers 

492 

493def unwrap(func, *, stop=None): 

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

495 

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

497 object in the chain. 

498 

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

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

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

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

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

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

505 

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

507 

508 """ 

509 if stop is None: 

510 def _is_wrapper(f): 

511 return hasattr(f, '__wrapped__') 

512 else: 

513 def _is_wrapper(f): 

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

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

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

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

518 memo = {id(f): f} 

519 recursion_limit = sys.getrecursionlimit() 

520 while _is_wrapper(func): 

521 func = func.__wrapped__ 

522 id_func = id(func) 

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

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

525 memo[id_func] = func 

526 return func 

527 

528# -------------------------------------------------- source code extraction 

529def indentsize(line): 

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

531 expline = line.expandtabs() 

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

533 

534def _findclass(func): 

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

536 if cls is None: 

537 return None 

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

539 cls = getattr(cls, name) 

540 if not isclass(cls): 

541 return None 

542 return cls 

543 

544def _finddoc(obj): 

545 if isclass(obj): 

546 for base in obj.__mro__: 

547 if base is not object: 

548 try: 

549 doc = base.__doc__ 

550 except AttributeError: 

551 continue 

552 if doc is not None: 

553 return doc 

554 return None 

555 

556 if ismethod(obj): 

557 name = obj.__func__.__name__ 

558 self = obj.__self__ 

559 if (isclass(self) and 

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

561 # classmethod 

562 cls = self 

563 else: 

564 cls = self.__class__ 

565 elif isfunction(obj): 

566 name = obj.__name__ 

567 cls = _findclass(obj) 

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

569 return None 

570 elif isbuiltin(obj): 

571 name = obj.__name__ 

572 self = obj.__self__ 

573 if (isclass(self) and 

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

575 # classmethod 

576 cls = self 

577 else: 

578 cls = self.__class__ 

579 # Should be tested before isdatadescriptor(). 

580 elif isinstance(obj, property): 

581 func = obj.fget 

582 name = func.__name__ 

583 cls = _findclass(func) 

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

585 return None 

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

587 name = obj.__name__ 

588 cls = obj.__objclass__ 

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

590 return None 

591 if ismemberdescriptor(obj): 

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

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

594 return slots[name] 

595 else: 

596 return None 

597 for base in cls.__mro__: 

598 try: 

599 doc = getattr(base, name).__doc__ 

600 except AttributeError: 

601 continue 

602 if doc is not None: 

603 return doc 

604 return None 

605 

606def getdoc(object): 

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

608 

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

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

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

612 try: 

613 doc = object.__doc__ 

614 except AttributeError: 

615 return None 

616 if doc is None: 

617 try: 

618 doc = _finddoc(object) 

619 except (AttributeError, TypeError): 

620 return None 

621 if not isinstance(doc, str): 

622 return None 

623 return cleandoc(doc) 

624 

625def cleandoc(doc): 

626 """Clean up indentation from docstrings. 

627 

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

629 onwards is removed.""" 

630 try: 

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

632 except UnicodeError: 

633 return None 

634 else: 

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

636 margin = sys.maxsize 

637 for line in lines[1:]: 

638 content = len(line.lstrip()) 

639 if content: 

640 indent = len(line) - content 

641 margin = min(margin, indent) 

642 # Remove indentation. 

643 if lines: 

644 lines[0] = lines[0].lstrip() 

645 if margin < sys.maxsize: 

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

647 # Remove any trailing or leading blank lines. 

648 while lines and not lines[-1]: 

649 lines.pop() 

650 while lines and not lines[0]: 

651 lines.pop(0) 

652 return '\n'.join(lines) 

653 

654def getfile(object): 

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

656 if ismodule(object): 

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

658 return object.__file__ 

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

660 if isclass(object): 

661 if hasattr(object, '__module__'): 

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

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

664 return module.__file__ 

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

666 if ismethod(object): 

667 object = object.__func__ 

668 if isfunction(object): 

669 object = object.__code__ 

670 if istraceback(object): 

671 object = object.tb_frame 

672 if isframe(object): 

673 object = object.f_code 

674 if iscode(object): 

675 return object.co_filename 

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

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

678 type(object).__name__)) 

679 

680def getmodulename(path): 

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

682 fname = os.path.basename(path) 

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

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

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

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

687 for neglen, suffix in suffixes: 

688 if fname.endswith(suffix): 

689 return fname[:neglen] 

690 return None 

691 

692def getsourcefile(object): 

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

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

695 """ 

696 filename = getfile(object) 

697 all_bytecode_suffixes = importlib.machinery.DEBUG_BYTECODE_SUFFIXES[:] 

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

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

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

701 importlib.machinery.SOURCE_SUFFIXES[0]) 

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

703 importlib.machinery.EXTENSION_SUFFIXES): 

704 return None 

705 if os.path.exists(filename): 

706 return filename 

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

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

709 return filename 

710 # or it is in the linecache 

711 if filename in linecache.cache: 

712 return filename 

713 

714def getabsfile(object, _filename=None): 

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

716 

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

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

719 if _filename is None: 

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

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

722 

723modulesbyfile = {} 

724_filesbymodname = {} 

725 

726def getmodule(object, _filename=None): 

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

728 if ismodule(object): 

729 return object 

730 if hasattr(object, '__module__'): 

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

732 # Try the filename to modulename cache 

733 if _filename is not None and _filename in modulesbyfile: 

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

735 # Try the cache again with the absolute file name 

736 try: 

737 file = getabsfile(object, _filename) 

738 except TypeError: 

739 return None 

740 if file in modulesbyfile: 

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

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

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

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

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

746 f = module.__file__ 

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

748 # Have already mapped this module, so skip it 

749 continue 

750 _filesbymodname[modname] = f 

751 f = getabsfile(module) 

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

753 modulesbyfile[f] = modulesbyfile[ 

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

755 if file in modulesbyfile: 

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

757 # Check the main module 

758 main = sys.modules['__main__'] 

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

760 return None 

761 if hasattr(main, object.__name__): 

762 mainobject = getattr(main, object.__name__) 

763 if mainobject is object: 

764 return main 

765 # Check builtins 

766 builtin = sys.modules['builtins'] 

767 if hasattr(builtin, object.__name__): 

768 builtinobject = getattr(builtin, object.__name__) 

769 if builtinobject is object: 

770 return builtin 

771 

772def findsource(object): 

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

774 

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

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

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

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

779 

780 file = getsourcefile(object) 

781 if file: 

782 # Invalidate cache if needed. 

783 linecache.checkcache(file) 

784 else: 

785 file = getfile(object) 

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

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

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

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

790 raise OSError('source code not available') 

791 

792 module = getmodule(object, file) 

793 if module: 

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

795 else: 

796 lines = linecache.getlines(file) 

797 if not lines: 

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

799 

800 if ismodule(object): 

801 return lines, 0 

802 

803 if isclass(object): 

804 name = object.__name__ 

805 pat = re.compile(r'^(\s*)class\s*' + name + r'\b') 

806 # make some effort to find the best matching class definition: 

807 # use the one with the least indentation, which is the one 

808 # that's most probably not inside a function definition. 

809 candidates = [] 

810 for i in range(len(lines)): 

811 match = pat.match(lines[i]) 

812 if match: 

813 # if it's at toplevel, it's already the best one 

814 if lines[i][0] == 'c': 

815 return lines, i 

816 # else add whitespace to candidate list 

817 candidates.append((match.group(1), i)) 

818 if candidates: 

819 # this will sort by whitespace, and by line number, 

820 # less whitespace first 

821 candidates.sort() 

822 return lines, candidates[0][1] 

823 else: 

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

825 

826 if ismethod(object): 

827 object = object.__func__ 

828 if isfunction(object): 

829 object = object.__code__ 

830 if istraceback(object): 

831 object = object.tb_frame 

832 if isframe(object): 

833 object = object.f_code 

834 if iscode(object): 

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

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

837 lnum = object.co_firstlineno - 1 

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

839 while lnum > 0: 

840 if pat.match(lines[lnum]): break 

841 lnum = lnum - 1 

842 return lines, lnum 

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

844 

845def getcomments(object): 

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

847 

848 Returns None when source can't be found. 

849 """ 

850 try: 

851 lines, lnum = findsource(object) 

852 except (OSError, TypeError): 

853 return None 

854 

855 if ismodule(object): 

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

857 start = 0 

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

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

860 start = start + 1 

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

862 comments = [] 

863 end = start 

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

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

866 end = end + 1 

867 return ''.join(comments) 

868 

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

870 elif lnum > 0: 

871 indent = indentsize(lines[lnum]) 

872 end = lnum - 1 

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

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

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

876 if end > 0: 

877 end = end - 1 

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

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

880 comments[:0] = [comment] 

881 end = end - 1 

882 if end < 0: break 

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

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

885 comments[:1] = [] 

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

887 comments[-1:] = [] 

888 return ''.join(comments) 

889 

890class EndOfBlock(Exception): pass 

891 

892class BlockFinder: 

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

894 def __init__(self): 

895 self.indent = 0 

896 self.islambda = False 

897 self.started = False 

898 self.passline = False 

899 self.indecorator = False 

900 self.decoratorhasargs = False 

901 self.last = 1 

902 

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

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

905 # skip any decorators 

906 if token == "@": 

907 self.indecorator = True 

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

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

910 if token == "lambda": 

911 self.islambda = True 

912 self.started = True 

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

914 elif token == "(": 

915 if self.indecorator: 

916 self.decoratorhasargs = True 

917 elif token == ")": 

918 if self.indecorator: 

919 self.indecorator = False 

920 self.decoratorhasargs = False 

921 elif type == tokenize.NEWLINE: 

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

923 self.last = srowcol[0] 

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

925 raise EndOfBlock 

926 # hitting a NEWLINE when in a decorator without args 

927 # ends the decorator 

928 if self.indecorator and not self.decoratorhasargs: 

929 self.indecorator = False 

930 elif self.passline: 

931 pass 

932 elif type == tokenize.INDENT: 

933 self.indent = self.indent + 1 

934 self.passline = True 

935 elif type == tokenize.DEDENT: 

936 self.indent = self.indent - 1 

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

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

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

940 if self.indent <= 0: 

941 raise EndOfBlock 

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

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

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

945 raise EndOfBlock 

946 

947def getblock(lines): 

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

949 blockfinder = BlockFinder() 

950 try: 

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

952 for _token in tokens: 

953 blockfinder.tokeneater(*_token) 

954 except (EndOfBlock, IndentationError): 

955 pass 

956 return lines[:blockfinder.last] 

957 

958def getsourcelines(object): 

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

960 

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

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

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

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

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

966 object = unwrap(object) 

967 lines, lnum = findsource(object) 

968 

969 if istraceback(object): 

970 object = object.tb_frame 

971 

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

973 if (ismodule(object) or 

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

975 return lines, 0 

976 else: 

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

978 

979def getsource(object): 

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

981 

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

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

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

985 lines, lnum = getsourcelines(object) 

986 return ''.join(lines) 

987 

988# --------------------------------------------------- class tree extraction 

989def walktree(classes, children, parent): 

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

991 results = [] 

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

993 for c in classes: 

994 results.append((c, c.__bases__)) 

995 if c in children: 

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

997 return results 

998 

999def getclasstree(classes, unique=False): 

1000 """Arrange the given list of classes into a hierarchy of nested lists. 

1001 

1002 Where a nested list appears, it contains classes derived from the class 

1003 whose entry immediately precedes the list. Each entry is a 2-tuple 

1004 containing a class and a tuple of its base classes. If the 'unique' 

1005 argument is true, exactly one entry appears in the returned structure 

1006 for each class in the given list. Otherwise, classes using multiple 

1007 inheritance and their descendants will appear multiple times.""" 

1008 children = {} 

1009 roots = [] 

1010 for c in classes: 

1011 if c.__bases__: 

1012 for parent in c.__bases__: 

1013 if parent not in children: 

1014 children[parent] = [] 

1015 if c not in children[parent]: 

1016 children[parent].append(c) 

1017 if unique and parent in classes: break 

1018 elif c not in roots: 

1019 roots.append(c) 

1020 for parent in children: 

1021 if parent not in classes: 

1022 roots.append(parent) 

1023 return walktree(roots, children, None) 

1024 

1025# ------------------------------------------------ argument list extraction 

1026Arguments = namedtuple('Arguments', 'args, varargs, varkw') 

1027 

1028def getargs(co): 

1029 """Get information about the arguments accepted by a code object. 

1030 

1031 Three things are returned: (args, varargs, varkw), where 

1032 'args' is the list of argument names. Keyword-only arguments are 

1033 appended. 'varargs' and 'varkw' are the names of the * and ** 

1034 arguments or None.""" 

1035 if not iscode(co): 

1036 raise TypeError('{!r} is not a code object'.format(co)) 

1037 

1038 names = co.co_varnames 

1039 nargs = co.co_argcount 

1040 nkwargs = co.co_kwonlyargcount 

1041 args = list(names[:nargs]) 

1042 kwonlyargs = list(names[nargs:nargs+nkwargs]) 

1043 step = 0 

1044 

1045 nargs += nkwargs 

1046 varargs = None 

1047 if co.co_flags & CO_VARARGS: 

1048 varargs = co.co_varnames[nargs] 

1049 nargs = nargs + 1 

1050 varkw = None 

1051 if co.co_flags & CO_VARKEYWORDS: 

1052 varkw = co.co_varnames[nargs] 

1053 return Arguments(args + kwonlyargs, varargs, varkw) 

1054 

1055ArgSpec = namedtuple('ArgSpec', 'args varargs keywords defaults') 

1056 

1057def getargspec(func): 

1058 """Get the names and default values of a function's parameters. 

1059 

1060 A tuple of four things is returned: (args, varargs, keywords, defaults). 

1061 'args' is a list of the argument names, including keyword-only argument names. 

1062 'varargs' and 'keywords' are the names of the * and ** parameters or None. 

1063 'defaults' is an n-tuple of the default values of the last n parameters. 

1064 

1065 This function is deprecated, as it does not support annotations or 

1066 keyword-only parameters and will raise ValueError if either is present 

1067 on the supplied callable. 

1068 

1069 For a more structured introspection API, use inspect.signature() instead. 

1070 

1071 Alternatively, use getfullargspec() for an API with a similar namedtuple 

1072 based interface, but full support for annotations and keyword-only 

1073 parameters. 

1074 

1075 Deprecated since Python 3.5, use `inspect.getfullargspec()`. 

1076 """ 

1077 warnings.warn("inspect.getargspec() is deprecated since Python 3.0, " 

1078 "use inspect.signature() or inspect.getfullargspec()", 

1079 DeprecationWarning, stacklevel=2) 

1080 args, varargs, varkw, defaults, kwonlyargs, kwonlydefaults, ann = \ 

1081 getfullargspec(func) 

1082 if kwonlyargs or ann: 

1083 raise ValueError("Function has keyword-only parameters or annotations" 

1084 ", use inspect.signature() API which can support them") 

1085 return ArgSpec(args, varargs, varkw, defaults) 

1086 

1087FullArgSpec = namedtuple('FullArgSpec', 

1088 'args, varargs, varkw, defaults, kwonlyargs, kwonlydefaults, annotations') 

1089 

1090def getfullargspec(func): 

1091 """Get the names and default values of a callable object's parameters. 

1092 

1093 A tuple of seven things is returned: 

1094 (args, varargs, varkw, defaults, kwonlyargs, kwonlydefaults, annotations). 

1095 'args' is a list of the parameter names. 

1096 'varargs' and 'varkw' are the names of the * and ** parameters or None. 

1097 'defaults' is an n-tuple of the default values of the last n parameters. 

1098 'kwonlyargs' is a list of keyword-only parameter names. 

1099 'kwonlydefaults' is a dictionary mapping names from kwonlyargs to defaults. 

1100 'annotations' is a dictionary mapping parameter names to annotations. 

1101 

1102 Notable differences from inspect.signature(): 

1103 - the "self" parameter is always reported, even for bound methods 

1104 - wrapper chains defined by __wrapped__ *not* unwrapped automatically 

1105 """ 

1106 try: 

1107 # Re: `skip_bound_arg=False` 

1108 # 

1109 # There is a notable difference in behaviour between getfullargspec 

1110 # and Signature: the former always returns 'self' parameter for bound 

1111 # methods, whereas the Signature always shows the actual calling 

1112 # signature of the passed object. 

1113 # 

1114 # To simulate this behaviour, we "unbind" bound methods, to trick 

1115 # inspect.signature to always return their first parameter ("self", 

1116 # usually) 

1117 

1118 # Re: `follow_wrapper_chains=False` 

1119 # 

1120 # getfullargspec() historically ignored __wrapped__ attributes, 

1121 # so we ensure that remains the case in 3.3+ 

1122 

1123 sig = _signature_from_callable(func, 

1124 follow_wrapper_chains=False, 

1125 skip_bound_arg=False, 

1126 sigcls=Signature) 

1127 except Exception as ex: 

1128 # Most of the times 'signature' will raise ValueError. 

1129 # But, it can also raise AttributeError, and, maybe something 

1130 # else. So to be fully backwards compatible, we catch all 

1131 # possible exceptions here, and reraise a TypeError. 

1132 raise TypeError('unsupported callable') from ex 

1133 

1134 args = [] 

1135 varargs = None 

1136 varkw = None 

1137 posonlyargs = [] 

1138 kwonlyargs = [] 

1139 defaults = () 

1140 annotations = {} 

1141 defaults = () 

1142 kwdefaults = {} 

1143 

1144 if sig.return_annotation is not sig.empty: 

1145 annotations['return'] = sig.return_annotation 

1146 

1147 for param in sig.parameters.values(): 

1148 kind = param.kind 

1149 name = param.name 

1150 

1151 if kind is _POSITIONAL_ONLY: 

1152 posonlyargs.append(name) 

1153 if param.default is not param.empty: 

1154 defaults += (param.default,) 

1155 elif kind is _POSITIONAL_OR_KEYWORD: 

1156 args.append(name) 

1157 if param.default is not param.empty: 

1158 defaults += (param.default,) 

1159 elif kind is _VAR_POSITIONAL: 

1160 varargs = name 

1161 elif kind is _KEYWORD_ONLY: 

1162 kwonlyargs.append(name) 

1163 if param.default is not param.empty: 

1164 kwdefaults[name] = param.default 

1165 elif kind is _VAR_KEYWORD: 

1166 varkw = name 

1167 

1168 if param.annotation is not param.empty: 

1169 annotations[name] = param.annotation 

1170 

1171 if not kwdefaults: 

1172 # compatibility with 'func.__kwdefaults__' 

1173 kwdefaults = None 

1174 

1175 if not defaults: 

1176 # compatibility with 'func.__defaults__' 

1177 defaults = None 

1178 

1179 return FullArgSpec(posonlyargs + args, varargs, varkw, defaults, 

1180 kwonlyargs, kwdefaults, annotations) 

1181 

1182 

1183ArgInfo = namedtuple('ArgInfo', 'args varargs keywords locals') 

1184 

1185def getargvalues(frame): 

1186 """Get information about arguments passed into a particular frame. 

1187 

1188 A tuple of four things is returned: (args, varargs, varkw, locals). 

1189 'args' is a list of the argument names. 

1190 'varargs' and 'varkw' are the names of the * and ** arguments or None. 

1191 'locals' is the locals dictionary of the given frame.""" 

1192 args, varargs, varkw = getargs(frame.f_code) 

1193 return ArgInfo(args, varargs, varkw, frame.f_locals) 

1194 

1195def formatannotation(annotation, base_module=None): 

1196 if getattr(annotation, '__module__', None) == 'typing': 

1197 return repr(annotation).replace('typing.', '') 

1198 if isinstance(annotation, type): 

1199 if annotation.__module__ in ('builtins', base_module): 

1200 return annotation.__qualname__ 

1201 return annotation.__module__+'.'+annotation.__qualname__ 

1202 return repr(annotation) 

1203 

1204def formatannotationrelativeto(object): 

1205 module = getattr(object, '__module__', None) 

1206 def _formatannotation(annotation): 

1207 return formatannotation(annotation, module) 

1208 return _formatannotation 

1209 

1210def formatargspec(args, varargs=None, varkw=None, defaults=None, 

1211 kwonlyargs=(), kwonlydefaults={}, annotations={}, 

1212 formatarg=str, 

1213 formatvarargs=lambda name: '*' + name, 

1214 formatvarkw=lambda name: '**' + name, 

1215 formatvalue=lambda value: '=' + repr(value), 

1216 formatreturns=lambda text: ' -> ' + text, 

1217 formatannotation=formatannotation): 

1218 """Format an argument spec from the values returned by getfullargspec. 

1219 

1220 The first seven arguments are (args, varargs, varkw, defaults, 

1221 kwonlyargs, kwonlydefaults, annotations). The other five arguments 

1222 are the corresponding optional formatting functions that are called to 

1223 turn names and values into strings. The last argument is an optional 

1224 function to format the sequence of arguments. 

1225 

1226 Deprecated since Python 3.5: use the `signature` function and `Signature` 

1227 objects. 

1228 """ 

1229 

1230 from warnings import warn 

1231 

1232 warn("`formatargspec` is deprecated since Python 3.5. Use `signature` and " 

1233 "the `Signature` object directly", 

1234 DeprecationWarning, 

1235 stacklevel=2) 

1236 

1237 def formatargandannotation(arg): 

1238 result = formatarg(arg) 

1239 if arg in annotations: 

1240 result += ': ' + formatannotation(annotations[arg]) 

1241 return result 

1242 specs = [] 

1243 if defaults: 

1244 firstdefault = len(args) - len(defaults) 

1245 for i, arg in enumerate(args): 

1246 spec = formatargandannotation(arg) 

1247 if defaults and i >= firstdefault: 

1248 spec = spec + formatvalue(defaults[i - firstdefault]) 

1249 specs.append(spec) 

1250 if varargs is not None: 

1251 specs.append(formatvarargs(formatargandannotation(varargs))) 

1252 else: 

1253 if kwonlyargs: 

1254 specs.append('*') 

1255 if kwonlyargs: 

1256 for kwonlyarg in kwonlyargs: 

1257 spec = formatargandannotation(kwonlyarg) 

1258 if kwonlydefaults and kwonlyarg in kwonlydefaults: 

1259 spec += formatvalue(kwonlydefaults[kwonlyarg]) 

1260 specs.append(spec) 

1261 if varkw is not None: 

1262 specs.append(formatvarkw(formatargandannotation(varkw))) 

1263 result = '(' + ', '.join(specs) + ')' 

1264 if 'return' in annotations: 

1265 result += formatreturns(formatannotation(annotations['return'])) 

1266 return result 

1267 

1268def formatargvalues(args, varargs, varkw, locals, 

1269 formatarg=str, 

1270 formatvarargs=lambda name: '*' + name, 

1271 formatvarkw=lambda name: '**' + name, 

1272 formatvalue=lambda value: '=' + repr(value)): 

1273 """Format an argument spec from the 4 values returned by getargvalues. 

1274 

1275 The first four arguments are (args, varargs, varkw, locals). The 

1276 next four arguments are the corresponding optional formatting functions 

1277 that are called to turn names and values into strings. The ninth 

1278 argument is an optional function to format the sequence of arguments.""" 

1279 def convert(name, locals=locals, 

1280 formatarg=formatarg, formatvalue=formatvalue): 

1281 return formatarg(name) + formatvalue(locals[name]) 

1282 specs = [] 

1283 for i in range(len(args)): 

1284 specs.append(convert(args[i])) 

1285 if varargs: 

1286 specs.append(formatvarargs(varargs) + formatvalue(locals[varargs])) 

1287 if varkw: 

1288 specs.append(formatvarkw(varkw) + formatvalue(locals[varkw])) 

1289 return '(' + ', '.join(specs) + ')' 

1290 

1291def _missing_arguments(f_name, argnames, pos, values): 

1292 names = [repr(name) for name in argnames if name not in values] 

1293 missing = len(names) 

1294 if missing == 1: 

1295 s = names[0] 

1296 elif missing == 2: 

1297 s = "{} and {}".format(*names) 

1298 else: 

1299 tail = ", {} and {}".format(*names[-2:]) 

1300 del names[-2:] 

1301 s = ", ".join(names) + tail 

1302 raise TypeError("%s() missing %i required %s argument%s: %s" % 

1303 (f_name, missing, 

1304 "positional" if pos else "keyword-only", 

1305 "" if missing == 1 else "s", s)) 

1306 

1307def _too_many(f_name, args, kwonly, varargs, defcount, given, values): 

1308 atleast = len(args) - defcount 

1309 kwonly_given = len([arg for arg in kwonly if arg in values]) 

1310 if varargs: 

1311 plural = atleast != 1 

1312 sig = "at least %d" % (atleast,) 

1313 elif defcount: 

1314 plural = True 

1315 sig = "from %d to %d" % (atleast, len(args)) 

1316 else: 

1317 plural = len(args) != 1 

1318 sig = str(len(args)) 

1319 kwonly_sig = "" 

1320 if kwonly_given: 

1321 msg = " positional argument%s (and %d keyword-only argument%s)" 

1322 kwonly_sig = (msg % ("s" if given != 1 else "", kwonly_given, 

1323 "s" if kwonly_given != 1 else "")) 

1324 raise TypeError("%s() takes %s positional argument%s but %d%s %s given" % 

1325 (f_name, sig, "s" if plural else "", given, kwonly_sig, 

1326 "was" if given == 1 and not kwonly_given else "were")) 

1327 

1328def getcallargs(func, /, *positional, **named): 

1329 """Get the mapping of arguments to values. 

1330 

1331 A dict is returned, with keys the function argument names (including the 

1332 names of the * and ** arguments, if any), and values the respective bound 

1333 values from 'positional' and 'named'.""" 

1334 spec = getfullargspec(func) 

1335 args, varargs, varkw, defaults, kwonlyargs, kwonlydefaults, ann = spec 

1336 f_name = func.__name__ 

1337 arg2value = {} 

1338 

1339 

1340 if ismethod(func) and func.__self__ is not None: 

1341 # implicit 'self' (or 'cls' for classmethods) argument 

1342 positional = (func.__self__,) + positional 

1343 num_pos = len(positional) 

1344 num_args = len(args) 

1345 num_defaults = len(defaults) if defaults else 0 

1346 

1347 n = min(num_pos, num_args) 

1348 for i in range(n): 

1349 arg2value[args[i]] = positional[i] 

1350 if varargs: 

1351 arg2value[varargs] = tuple(positional[n:]) 

1352 possible_kwargs = set(args + kwonlyargs) 

1353 if varkw: 

1354 arg2value[varkw] = {} 

1355 for kw, value in named.items(): 

1356 if kw not in possible_kwargs: 

1357 if not varkw: 

1358 raise TypeError("%s() got an unexpected keyword argument %r" % 

1359 (f_name, kw)) 

1360 arg2value[varkw][kw] = value 

1361 continue 

1362 if kw in arg2value: 

1363 raise TypeError("%s() got multiple values for argument %r" % 

1364 (f_name, kw)) 

1365 arg2value[kw] = value 

1366 if num_pos > num_args and not varargs: 

1367 _too_many(f_name, args, kwonlyargs, varargs, num_defaults, 

1368 num_pos, arg2value) 

1369 if num_pos < num_args: 

1370 req = args[:num_args - num_defaults] 

1371 for arg in req: 

1372 if arg not in arg2value: 

1373 _missing_arguments(f_name, req, True, arg2value) 

1374 for i, arg in enumerate(args[num_args - num_defaults:]): 

1375 if arg not in arg2value: 

1376 arg2value[arg] = defaults[i] 

1377 missing = 0 

1378 for kwarg in kwonlyargs: 

1379 if kwarg not in arg2value: 

1380 if kwonlydefaults and kwarg in kwonlydefaults: 

1381 arg2value[kwarg] = kwonlydefaults[kwarg] 

1382 else: 

1383 missing += 1 

1384 if missing: 

1385 _missing_arguments(f_name, kwonlyargs, False, arg2value) 

1386 return arg2value 

1387 

1388ClosureVars = namedtuple('ClosureVars', 'nonlocals globals builtins unbound') 

1389 

1390def getclosurevars(func): 

1391 """ 

1392 Get the mapping of free variables to their current values. 

1393 

1394 Returns a named tuple of dicts mapping the current nonlocal, global 

1395 and builtin references as seen by the body of the function. A final 

1396 set of unbound names that could not be resolved is also provided. 

1397 """ 

1398 

1399 if ismethod(func): 

1400 func = func.__func__ 

1401 

1402 if not isfunction(func): 

1403 raise TypeError("{!r} is not a Python function".format(func)) 

1404 

1405 code = func.__code__ 

1406 # Nonlocal references are named in co_freevars and resolved 

1407 # by looking them up in __closure__ by positional index 

1408 if func.__closure__ is None: 

1409 nonlocal_vars = {} 

1410 else: 

1411 nonlocal_vars = { 

1412 var : cell.cell_contents 

1413 for var, cell in zip(code.co_freevars, func.__closure__) 

1414 } 

1415 

1416 # Global and builtin references are named in co_names and resolved 

1417 # by looking them up in __globals__ or __builtins__ 

1418 global_ns = func.__globals__ 

1419 builtin_ns = global_ns.get("__builtins__", builtins.__dict__) 

1420 if ismodule(builtin_ns): 

1421 builtin_ns = builtin_ns.__dict__ 

1422 global_vars = {} 

1423 builtin_vars = {} 

1424 unbound_names = set() 

1425 for name in code.co_names: 

1426 if name in ("None", "True", "False"): 

1427 # Because these used to be builtins instead of keywords, they 

1428 # may still show up as name references. We ignore them. 

1429 continue 

1430 try: 

1431 global_vars[name] = global_ns[name] 

1432 except KeyError: 

1433 try: 

1434 builtin_vars[name] = builtin_ns[name] 

1435 except KeyError: 

1436 unbound_names.add(name) 

1437 

1438 return ClosureVars(nonlocal_vars, global_vars, 

1439 builtin_vars, unbound_names) 

1440 

1441# -------------------------------------------------- stack frame extraction 

1442 

1443Traceback = namedtuple('Traceback', 'filename lineno function code_context index') 

1444 

1445def getframeinfo(frame, context=1): 

1446 """Get information about a frame or traceback object. 

1447 

1448 A tuple of five things is returned: the filename, the line number of 

1449 the current line, the function name, a list of lines of context from 

1450 the source code, and the index of the current line within that list. 

1451 The optional second argument specifies the number of lines of context 

1452 to return, which are centered around the current line.""" 

1453 if istraceback(frame): 

1454 lineno = frame.tb_lineno 

1455 frame = frame.tb_frame 

1456 else: 

1457 lineno = frame.f_lineno 

1458 if not isframe(frame): 

1459 raise TypeError('{!r} is not a frame or traceback object'.format(frame)) 

1460 

1461 filename = getsourcefile(frame) or getfile(frame) 

1462 if context > 0: 

1463 start = lineno - 1 - context//2 

1464 try: 

1465 lines, lnum = findsource(frame) 

1466 except OSError: 

1467 lines = index = None 

1468 else: 

1469 start = max(0, min(start, len(lines) - context)) 

1470 lines = lines[start:start+context] 

1471 index = lineno - 1 - start 

1472 else: 

1473 lines = index = None 

1474 

1475 return Traceback(filename, lineno, frame.f_code.co_name, lines, index) 

1476 

1477def getlineno(frame): 

1478 """Get the line number from a frame object, allowing for optimization.""" 

1479 # FrameType.f_lineno is now a descriptor that grovels co_lnotab 

1480 return frame.f_lineno 

1481 

1482FrameInfo = namedtuple('FrameInfo', ('frame',) + Traceback._fields) 

1483 

1484def getouterframes(frame, context=1): 

1485 """Get a list of records for a frame and all higher (calling) frames. 

1486 

1487 Each record contains a frame object, filename, line number, function 

1488 name, a list of lines of context, and index within the context.""" 

1489 framelist = [] 

1490 while frame: 

1491 frameinfo = (frame,) + getframeinfo(frame, context) 

1492 framelist.append(FrameInfo(*frameinfo)) 

1493 frame = frame.f_back 

1494 return framelist 

1495 

1496def getinnerframes(tb, context=1): 

1497 """Get a list of records for a traceback's frame and all lower frames. 

1498 

1499 Each record contains a frame object, filename, line number, function 

1500 name, a list of lines of context, and index within the context.""" 

1501 framelist = [] 

1502 while tb: 

1503 frameinfo = (tb.tb_frame,) + getframeinfo(tb, context) 

1504 framelist.append(FrameInfo(*frameinfo)) 

1505 tb = tb.tb_next 

1506 return framelist 

1507 

1508def currentframe(): 

1509 """Return the frame of the caller or None if this is not possible.""" 

1510 return sys._getframe(1) if hasattr(sys, "_getframe") else None 

1511 

1512def stack(context=1): 

1513 """Return a list of records for the stack above the caller's frame.""" 

1514 return getouterframes(sys._getframe(1), context) 

1515 

1516def trace(context=1): 

1517 """Return a list of records for the stack below the current exception.""" 

1518 return getinnerframes(sys.exc_info()[2], context) 

1519 

1520 

1521# ------------------------------------------------ static version of getattr 

1522 

1523_sentinel = object() 

1524 

1525def _static_getmro(klass): 

1526 return type.__dict__['__mro__'].__get__(klass) 

1527 

1528def _check_instance(obj, attr): 

1529 instance_dict = {} 

1530 try: 

1531 instance_dict = object.__getattribute__(obj, "__dict__") 

1532 except AttributeError: 

1533 pass 

1534 return dict.get(instance_dict, attr, _sentinel) 

1535 

1536 

1537def _check_class(klass, attr): 

1538 for entry in _static_getmro(klass): 

1539 if _shadowed_dict(type(entry)) is _sentinel: 

1540 try: 

1541 return entry.__dict__[attr] 

1542 except KeyError: 

1543 pass 

1544 return _sentinel 

1545 

1546def _is_type(obj): 

1547 try: 

1548 _static_getmro(obj) 

1549 except TypeError: 

1550 return False 

1551 return True 

1552 

1553def _shadowed_dict(klass): 

1554 dict_attr = type.__dict__["__dict__"] 

1555 for entry in _static_getmro(klass): 

1556 try: 

1557 class_dict = dict_attr.__get__(entry)["__dict__"] 

1558 except KeyError: 

1559 pass 

1560 else: 

1561 if not (type(class_dict) is types.GetSetDescriptorType and 

1562 class_dict.__name__ == "__dict__" and 

1563 class_dict.__objclass__ is entry): 

1564 return class_dict 

1565 return _sentinel 

1566 

1567def getattr_static(obj, attr, default=_sentinel): 

1568 """Retrieve attributes without triggering dynamic lookup via the 

1569 descriptor protocol, __getattr__ or __getattribute__. 

1570 

1571 Note: this function may not be able to retrieve all attributes 

1572 that getattr can fetch (like dynamically created attributes) 

1573 and may find attributes that getattr can't (like descriptors 

1574 that raise AttributeError). It can also return descriptor objects 

1575 instead of instance members in some cases. See the 

1576 documentation for details. 

1577 """ 

1578 instance_result = _sentinel 

1579 if not _is_type(obj): 

1580 klass = type(obj) 

1581 dict_attr = _shadowed_dict(klass) 

1582 if (dict_attr is _sentinel or 

1583 type(dict_attr) is types.MemberDescriptorType): 

1584 instance_result = _check_instance(obj, attr) 

1585 else: 

1586 klass = obj 

1587 

1588 klass_result = _check_class(klass, attr) 

1589 

1590 if instance_result is not _sentinel and klass_result is not _sentinel: 

1591 if (_check_class(type(klass_result), '__get__') is not _sentinel and 

1592 _check_class(type(klass_result), '__set__') is not _sentinel): 

1593 return klass_result 

1594 

1595 if instance_result is not _sentinel: 

1596 return instance_result 

1597 if klass_result is not _sentinel: 

1598 return klass_result 

1599 

1600 if obj is klass: 

1601 # for types we check the metaclass too 

1602 for entry in _static_getmro(type(klass)): 

1603 if _shadowed_dict(type(entry)) is _sentinel: 

1604 try: 

1605 return entry.__dict__[attr] 

1606 except KeyError: 

1607 pass 

1608 if default is not _sentinel: 

1609 return default 

1610 raise AttributeError(attr) 

1611 

1612 

1613# ------------------------------------------------ generator introspection 

1614 

1615GEN_CREATED = 'GEN_CREATED' 

1616GEN_RUNNING = 'GEN_RUNNING' 

1617GEN_SUSPENDED = 'GEN_SUSPENDED' 

1618GEN_CLOSED = 'GEN_CLOSED' 

1619 

1620def getgeneratorstate(generator): 

1621 """Get current state of a generator-iterator. 

1622 

1623 Possible states are: 

1624 GEN_CREATED: Waiting to start execution. 

1625 GEN_RUNNING: Currently being executed by the interpreter. 

1626 GEN_SUSPENDED: Currently suspended at a yield expression. 

1627 GEN_CLOSED: Execution has completed. 

1628 """ 

1629 if generator.gi_running: 

1630 return GEN_RUNNING 

1631 if generator.gi_frame is None: 

1632 return GEN_CLOSED 

1633 if generator.gi_frame.f_lasti == -1: 

1634 return GEN_CREATED 

1635 return GEN_SUSPENDED 

1636 

1637 

1638def getgeneratorlocals(generator): 

1639 """ 

1640 Get the mapping of generator local variables to their current values. 

1641 

1642 A dict is returned, with the keys the local variable names and values the 

1643 bound values.""" 

1644 

1645 if not isgenerator(generator): 

1646 raise TypeError("{!r} is not a Python generator".format(generator)) 

1647 

1648 frame = getattr(generator, "gi_frame", None) 

1649 if frame is not None: 

1650 return generator.gi_frame.f_locals 

1651 else: 

1652 return {} 

1653 

1654 

1655# ------------------------------------------------ coroutine introspection 

1656 

1657CORO_CREATED = 'CORO_CREATED' 

1658CORO_RUNNING = 'CORO_RUNNING' 

1659CORO_SUSPENDED = 'CORO_SUSPENDED' 

1660CORO_CLOSED = 'CORO_CLOSED' 

1661 

1662def getcoroutinestate(coroutine): 

1663 """Get current state of a coroutine object. 

1664 

1665 Possible states are: 

1666 CORO_CREATED: Waiting to start execution. 

1667 CORO_RUNNING: Currently being executed by the interpreter. 

1668 CORO_SUSPENDED: Currently suspended at an await expression. 

1669 CORO_CLOSED: Execution has completed. 

1670 """ 

1671 if coroutine.cr_running: 

1672 return CORO_RUNNING 

1673 if coroutine.cr_frame is None: 

1674 return CORO_CLOSED 

1675 if coroutine.cr_frame.f_lasti == -1: 

1676 return CORO_CREATED 

1677 return CORO_SUSPENDED 

1678 

1679 

1680def getcoroutinelocals(coroutine): 

1681 """ 

1682 Get the mapping of coroutine local variables to their current values. 

1683 

1684 A dict is returned, with the keys the local variable names and values the 

1685 bound values.""" 

1686 frame = getattr(coroutine, "cr_frame", None) 

1687 if frame is not None: 

1688 return frame.f_locals 

1689 else: 

1690 return {} 

1691 

1692 

1693############################################################################### 

1694### Function Signature Object (PEP 362) 

1695############################################################################### 

1696 

1697 

1698_WrapperDescriptor = type(type.__call__) 

1699_MethodWrapper = type(all.__call__) 

1700_ClassMethodWrapper = type(int.__dict__['from_bytes']) 

1701 

1702_NonUserDefinedCallables = (_WrapperDescriptor, 

1703 _MethodWrapper, 

1704 _ClassMethodWrapper, 

1705 types.BuiltinFunctionType) 

1706 

1707 

1708def _signature_get_user_defined_method(cls, method_name): 

1709 """Private helper. Checks if ``cls`` has an attribute 

1710 named ``method_name`` and returns it only if it is a 

1711 pure python function. 

1712 """ 

1713 try: 

1714 meth = getattr(cls, method_name) 

1715 except AttributeError: 

1716 return 

1717 else: 

1718 if not isinstance(meth, _NonUserDefinedCallables): 

1719 # Once '__signature__' will be added to 'C'-level 

1720 # callables, this check won't be necessary 

1721 return meth 

1722 

1723 

1724def _signature_get_partial(wrapped_sig, partial, extra_args=()): 

1725 """Private helper to calculate how 'wrapped_sig' signature will 

1726 look like after applying a 'functools.partial' object (or alike) 

1727 on it. 

1728 """ 

1729 

1730 old_params = wrapped_sig.parameters 

1731 new_params = OrderedDict(old_params.items()) 

1732 

1733 partial_args = partial.args or () 

1734 partial_keywords = partial.keywords or {} 

1735 

1736 if extra_args: 

1737 partial_args = extra_args + partial_args 

1738 

1739 try: 

1740 ba = wrapped_sig.bind_partial(*partial_args, **partial_keywords) 

1741 except TypeError as ex: 

1742 msg = 'partial object {!r} has incorrect arguments'.format(partial) 

1743 raise ValueError(msg) from ex 

1744 

1745 

1746 transform_to_kwonly = False 

1747 for param_name, param in old_params.items(): 

1748 try: 

1749 arg_value = ba.arguments[param_name] 

1750 except KeyError: 

1751 pass 

1752 else: 

1753 if param.kind is _POSITIONAL_ONLY: 

1754 # If positional-only parameter is bound by partial, 

1755 # it effectively disappears from the signature 

1756 new_params.pop(param_name) 

1757 continue 

1758 

1759 if param.kind is _POSITIONAL_OR_KEYWORD: 

1760 if param_name in partial_keywords: 

1761 # This means that this parameter, and all parameters 

1762 # after it should be keyword-only (and var-positional 

1763 # should be removed). Here's why. Consider the following 

1764 # function: 

1765 # foo(a, b, *args, c): 

1766 # pass 

1767 # 

1768 # "partial(foo, a='spam')" will have the following 

1769 # signature: "(*, a='spam', b, c)". Because attempting 

1770 # to call that partial with "(10, 20)" arguments will 

1771 # raise a TypeError, saying that "a" argument received 

1772 # multiple values. 

1773 transform_to_kwonly = True 

1774 # Set the new default value 

1775 new_params[param_name] = param.replace(default=arg_value) 

1776 else: 

1777 # was passed as a positional argument 

1778 new_params.pop(param.name) 

1779 continue 

1780 

1781 if param.kind is _KEYWORD_ONLY: 

1782 # Set the new default value 

1783 new_params[param_name] = param.replace(default=arg_value) 

1784 

1785 if transform_to_kwonly: 

1786 assert param.kind is not _POSITIONAL_ONLY 

1787 

1788 if param.kind is _POSITIONAL_OR_KEYWORD: 

1789 new_param = new_params[param_name].replace(kind=_KEYWORD_ONLY) 

1790 new_params[param_name] = new_param 

1791 new_params.move_to_end(param_name) 

1792 elif param.kind in (_KEYWORD_ONLY, _VAR_KEYWORD): 

1793 new_params.move_to_end(param_name) 

1794 elif param.kind is _VAR_POSITIONAL: 

1795 new_params.pop(param.name) 

1796 

1797 return wrapped_sig.replace(parameters=new_params.values()) 

1798 

1799 

1800def _signature_bound_method(sig): 

1801 """Private helper to transform signatures for unbound 

1802 functions to bound methods. 

1803 """ 

1804 

1805 params = tuple(sig.parameters.values()) 

1806 

1807 if not params or params[0].kind in (_VAR_KEYWORD, _KEYWORD_ONLY): 

1808 raise ValueError('invalid method signature') 

1809 

1810 kind = params[0].kind 

1811 if kind in (_POSITIONAL_OR_KEYWORD, _POSITIONAL_ONLY): 

1812 # Drop first parameter: 

1813 # '(p1, p2[, ...])' -> '(p2[, ...])' 

1814 params = params[1:] 

1815 else: 

1816 if kind is not _VAR_POSITIONAL: 

1817 # Unless we add a new parameter type we never 

1818 # get here 

1819 raise ValueError('invalid argument type') 

1820 # It's a var-positional parameter. 

1821 # Do nothing. '(*args[, ...])' -> '(*args[, ...])' 

1822 

1823 return sig.replace(parameters=params) 

1824 

1825 

1826def _signature_is_builtin(obj): 

1827 """Private helper to test if `obj` is a callable that might 

1828 support Argument Clinic's __text_signature__ protocol. 

1829 """ 

1830 return (isbuiltin(obj) or 

1831 ismethoddescriptor(obj) or 

1832 isinstance(obj, _NonUserDefinedCallables) or 

1833 # Can't test 'isinstance(type)' here, as it would 

1834 # also be True for regular python classes 

1835 obj in (type, object)) 

1836 

1837 

1838def _signature_is_functionlike(obj): 

1839 """Private helper to test if `obj` is a duck type of FunctionType. 

1840 A good example of such objects are functions compiled with 

1841 Cython, which have all attributes that a pure Python function 

1842 would have, but have their code statically compiled. 

1843 """ 

1844 

1845 if not callable(obj) or isclass(obj): 

1846 # All function-like objects are obviously callables, 

1847 # and not classes. 

1848 return False 

1849 

1850 name = getattr(obj, '__name__', None) 

1851 code = getattr(obj, '__code__', None) 

1852 defaults = getattr(obj, '__defaults__', _void) # Important to use _void ... 

1853 kwdefaults = getattr(obj, '__kwdefaults__', _void) # ... and not None here 

1854 annotations = getattr(obj, '__annotations__', None) 

1855 

1856 return (isinstance(code, types.CodeType) and 

1857 isinstance(name, str) and 

1858 (defaults is None or isinstance(defaults, tuple)) and 

1859 (kwdefaults is None or isinstance(kwdefaults, dict)) and 

1860 isinstance(annotations, dict)) 

1861 

1862 

1863def _signature_get_bound_param(spec): 

1864 """ Private helper to get first parameter name from a 

1865 __text_signature__ of a builtin method, which should 

1866 be in the following format: '($param1, ...)'. 

1867 Assumptions are that the first argument won't have 

1868 a default value or an annotation. 

1869 """ 

1870 

1871 assert spec.startswith('($') 

1872 

1873 pos = spec.find(',') 

1874 if pos == -1: 

1875 pos = spec.find(')') 

1876 

1877 cpos = spec.find(':') 

1878 assert cpos == -1 or cpos > pos 

1879 

1880 cpos = spec.find('=') 

1881 assert cpos == -1 or cpos > pos 

1882 

1883 return spec[2:pos] 

1884 

1885 

1886def _signature_strip_non_python_syntax(signature): 

1887 """ 

1888 Private helper function. Takes a signature in Argument Clinic's 

1889 extended signature format. 

1890 

1891 Returns a tuple of three things: 

1892 * that signature re-rendered in standard Python syntax, 

1893 * the index of the "self" parameter (generally 0), or None if 

1894 the function does not have a "self" parameter, and 

1895 * the index of the last "positional only" parameter, 

1896 or None if the signature has no positional-only parameters. 

1897 """ 

1898 

1899 if not signature: 

1900 return signature, None, None 

1901 

1902 self_parameter = None 

1903 last_positional_only = None 

1904 

1905 lines = [l.encode('ascii') for l in signature.split('\n')] 

1906 generator = iter(lines).__next__ 

1907 token_stream = tokenize.tokenize(generator) 

1908 

1909 delayed_comma = False 

1910 skip_next_comma = False 

1911 text = [] 

1912 add = text.append 

1913 

1914 current_parameter = 0 

1915 OP = token.OP 

1916 ERRORTOKEN = token.ERRORTOKEN 

1917 

1918 # token stream always starts with ENCODING token, skip it 

1919 t = next(token_stream) 

1920 assert t.type == tokenize.ENCODING 

1921 

1922 for t in token_stream: 

1923 type, string = t.type, t.string 

1924 

1925 if type == OP: 

1926 if string == ',': 

1927 if skip_next_comma: 

1928 skip_next_comma = False 

1929 else: 

1930 assert not delayed_comma 

1931 delayed_comma = True 

1932 current_parameter += 1 

1933 continue 

1934 

1935 if string == '/': 

1936 assert not skip_next_comma 

1937 assert last_positional_only is None 

1938 skip_next_comma = True 

1939 last_positional_only = current_parameter - 1 

1940 continue 

1941 

1942 if (type == ERRORTOKEN) and (string == '$'): 

1943 assert self_parameter is None 

1944 self_parameter = current_parameter 

1945 continue 

1946 

1947 if delayed_comma: 

1948 delayed_comma = False 

1949 if not ((type == OP) and (string == ')')): 

1950 add(', ') 

1951 add(string) 

1952 if (string == ','): 

1953 add(' ') 

1954 clean_signature = ''.join(text) 

1955 return clean_signature, self_parameter, last_positional_only 

1956 

1957 

1958def _signature_fromstr(cls, obj, s, skip_bound_arg=True): 

1959 """Private helper to parse content of '__text_signature__' 

1960 and return a Signature based on it. 

1961 """ 

1962 # Lazy import ast because it's relatively heavy and 

1963 # it's not used for other than this function. 

1964 import ast 

1965 

1966 Parameter = cls._parameter_cls 

1967 

1968 clean_signature, self_parameter, last_positional_only = \ 

1969 _signature_strip_non_python_syntax(s) 

1970 

1971 program = "def foo" + clean_signature + ": pass" 

1972 

1973 try: 

1974 module = ast.parse(program) 

1975 except SyntaxError: 

1976 module = None 

1977 

1978 if not isinstance(module, ast.Module): 

1979 raise ValueError("{!r} builtin has invalid signature".format(obj)) 

1980 

1981 f = module.body[0] 

1982 

1983 parameters = [] 

1984 empty = Parameter.empty 

1985 invalid = object() 

1986 

1987 module = None 

1988 module_dict = {} 

1989 module_name = getattr(obj, '__module__', None) 

1990 if module_name: 

1991 module = sys.modules.get(module_name, None) 

1992 if module: 

1993 module_dict = module.__dict__ 

1994 sys_module_dict = sys.modules.copy() 

1995 

1996 def parse_name(node): 

1997 assert isinstance(node, ast.arg) 

1998 if node.annotation is not None: 

1999 raise ValueError("Annotations are not currently supported") 

2000 return node.arg 

2001 

2002 def wrap_value(s): 

2003 try: 

2004 value = eval(s, module_dict) 

2005 except NameError: 

2006 try: 

2007 value = eval(s, sys_module_dict) 

2008 except NameError: 

2009 raise RuntimeError() 

2010 

2011 if isinstance(value, (str, int, float, bytes, bool, type(None))): 

2012 return ast.Constant(value) 

2013 raise RuntimeError() 

2014 

2015 class RewriteSymbolics(ast.NodeTransformer): 

2016 def visit_Attribute(self, node): 

2017 a = [] 

2018 n = node 

2019 while isinstance(n, ast.Attribute): 

2020 a.append(n.attr) 

2021 n = n.value 

2022 if not isinstance(n, ast.Name): 

2023 raise RuntimeError() 

2024 a.append(n.id) 

2025 value = ".".join(reversed(a)) 

2026 return wrap_value(value) 

2027 

2028 def visit_Name(self, node): 

2029 if not isinstance(node.ctx, ast.Load): 

2030 raise ValueError() 

2031 return wrap_value(node.id) 

2032 

2033 def p(name_node, default_node, default=empty): 

2034 name = parse_name(name_node) 

2035 if name is invalid: 

2036 return None 

2037 if default_node and default_node is not _empty: 

2038 try: 

2039 default_node = RewriteSymbolics().visit(default_node) 

2040 o = ast.literal_eval(default_node) 

2041 except ValueError: 

2042 o = invalid 

2043 if o is invalid: 

2044 return None 

2045 default = o if o is not invalid else default 

2046 parameters.append(Parameter(name, kind, default=default, annotation=empty)) 

2047 

2048 # non-keyword-only parameters 

2049 args = reversed(f.args.args) 

2050 defaults = reversed(f.args.defaults) 

2051 iter = itertools.zip_longest(args, defaults, fillvalue=None) 

2052 if last_positional_only is not None: 

2053 kind = Parameter.POSITIONAL_ONLY 

2054 else: 

2055 kind = Parameter.POSITIONAL_OR_KEYWORD 

2056 for i, (name, default) in enumerate(reversed(list(iter))): 

2057 p(name, default) 

2058 if i == last_positional_only: 

2059 kind = Parameter.POSITIONAL_OR_KEYWORD 

2060 

2061 # *args 

2062 if f.args.vararg: 

2063 kind = Parameter.VAR_POSITIONAL 

2064 p(f.args.vararg, empty) 

2065 

2066 # keyword-only arguments 

2067 kind = Parameter.KEYWORD_ONLY 

2068 for name, default in zip(f.args.kwonlyargs, f.args.kw_defaults): 

2069 p(name, default) 

2070 

2071 # **kwargs 

2072 if f.args.kwarg: 

2073 kind = Parameter.VAR_KEYWORD 

2074 p(f.args.kwarg, empty) 

2075 

2076 if self_parameter is not None: 

2077 # Possibly strip the bound argument: 

2078 # - We *always* strip first bound argument if 

2079 # it is a module. 

2080 # - We don't strip first bound argument if 

2081 # skip_bound_arg is False. 

2082 assert parameters 

2083 _self = getattr(obj, '__self__', None) 

2084 self_isbound = _self is not None 

2085 self_ismodule = ismodule(_self) 

2086 if self_isbound and (self_ismodule or skip_bound_arg): 

2087 parameters.pop(0) 

2088 else: 

2089 # for builtins, self parameter is always positional-only! 

2090 p = parameters[0].replace(kind=Parameter.POSITIONAL_ONLY) 

2091 parameters[0] = p 

2092 

2093 return cls(parameters, return_annotation=cls.empty) 

2094 

2095 

2096def _signature_from_builtin(cls, func, skip_bound_arg=True): 

2097 """Private helper function to get signature for 

2098 builtin callables. 

2099 """ 

2100 

2101 if not _signature_is_builtin(func): 

2102 raise TypeError("{!r} is not a Python builtin " 

2103 "function".format(func)) 

2104 

2105 s = getattr(func, "__text_signature__", None) 

2106 if not s: 

2107 raise ValueError("no signature found for builtin {!r}".format(func)) 

2108 

2109 return _signature_fromstr(cls, func, s, skip_bound_arg) 

2110 

2111 

2112def _signature_from_function(cls, func, skip_bound_arg=True): 

2113 """Private helper: constructs Signature for the given python function.""" 

2114 

2115 is_duck_function = False 

2116 if not isfunction(func): 

2117 if _signature_is_functionlike(func): 

2118 is_duck_function = True 

2119 else: 

2120 # If it's not a pure Python function, and not a duck type 

2121 # of pure function: 

2122 raise TypeError('{!r} is not a Python function'.format(func)) 

2123 

2124 s = getattr(func, "__text_signature__", None) 

2125 if s: 

2126 return _signature_fromstr(cls, func, s, skip_bound_arg) 

2127 

2128 Parameter = cls._parameter_cls 

2129 

2130 # Parameter information. 

2131 func_code = func.__code__ 

2132 pos_count = func_code.co_argcount 

2133 arg_names = func_code.co_varnames 

2134 posonly_count = func_code.co_posonlyargcount 

2135 positional = arg_names[:pos_count] 

2136 keyword_only_count = func_code.co_kwonlyargcount 

2137 keyword_only = arg_names[pos_count:pos_count + keyword_only_count] 

2138 annotations = func.__annotations__ 

2139 defaults = func.__defaults__ 

2140 kwdefaults = func.__kwdefaults__ 

2141 

2142 if defaults: 

2143 pos_default_count = len(defaults) 

2144 else: 

2145 pos_default_count = 0 

2146 

2147 parameters = [] 

2148 

2149 non_default_count = pos_count - pos_default_count 

2150 posonly_left = posonly_count 

2151 

2152 # Non-keyword-only parameters w/o defaults. 

2153 for name in positional[:non_default_count]: 

2154 kind = _POSITIONAL_ONLY if posonly_left else _POSITIONAL_OR_KEYWORD 

2155 annotation = annotations.get(name, _empty) 

2156 parameters.append(Parameter(name, annotation=annotation, 

2157 kind=kind)) 

2158 if posonly_left: 

2159 posonly_left -= 1 

2160 

2161 # ... w/ defaults. 

2162 for offset, name in enumerate(positional[non_default_count:]): 

2163 kind = _POSITIONAL_ONLY if posonly_left else _POSITIONAL_OR_KEYWORD 

2164 annotation = annotations.get(name, _empty) 

2165 parameters.append(Parameter(name, annotation=annotation, 

2166 kind=kind, 

2167 default=defaults[offset])) 

2168 if posonly_left: 

2169 posonly_left -= 1 

2170 

2171 # *args 

2172 if func_code.co_flags & CO_VARARGS: 

2173 name = arg_names[pos_count + keyword_only_count] 

2174 annotation = annotations.get(name, _empty) 

2175 parameters.append(Parameter(name, annotation=annotation, 

2176 kind=_VAR_POSITIONAL)) 

2177 

2178 # Keyword-only parameters. 

2179 for name in keyword_only: 

2180 default = _empty 

2181 if kwdefaults is not None: 

2182 default = kwdefaults.get(name, _empty) 

2183 

2184 annotation = annotations.get(name, _empty) 

2185 parameters.append(Parameter(name, annotation=annotation, 

2186 kind=_KEYWORD_ONLY, 

2187 default=default)) 

2188 # **kwargs 

2189 if func_code.co_flags & CO_VARKEYWORDS: 

2190 index = pos_count + keyword_only_count 

2191 if func_code.co_flags & CO_VARARGS: 

2192 index += 1 

2193 

2194 name = arg_names[index] 

2195 annotation = annotations.get(name, _empty) 

2196 parameters.append(Parameter(name, annotation=annotation, 

2197 kind=_VAR_KEYWORD)) 

2198 

2199 # Is 'func' is a pure Python function - don't validate the 

2200 # parameters list (for correct order and defaults), it should be OK. 

2201 return cls(parameters, 

2202 return_annotation=annotations.get('return', _empty), 

2203 __validate_parameters__=is_duck_function) 

2204 

2205 

2206def _signature_from_callable(obj, *, 

2207 follow_wrapper_chains=True, 

2208 skip_bound_arg=True, 

2209 sigcls): 

2210 

2211 """Private helper function to get signature for arbitrary 

2212 callable objects. 

2213 """ 

2214 

2215 if not callable(obj): 

2216 raise TypeError('{!r} is not a callable object'.format(obj)) 

2217 

2218 if isinstance(obj, types.MethodType): 

2219 # In this case we skip the first parameter of the underlying 

2220 # function (usually `self` or `cls`). 

2221 sig = _signature_from_callable( 

2222 obj.__func__, 

2223 follow_wrapper_chains=follow_wrapper_chains, 

2224 skip_bound_arg=skip_bound_arg, 

2225 sigcls=sigcls) 

2226 

2227 if skip_bound_arg: 

2228 return _signature_bound_method(sig) 

2229 else: 

2230 return sig 

2231 

2232 # Was this function wrapped by a decorator? 

2233 if follow_wrapper_chains: 

2234 obj = unwrap(obj, stop=(lambda f: hasattr(f, "__signature__"))) 

2235 if isinstance(obj, types.MethodType): 

2236 # If the unwrapped object is a *method*, we might want to 

2237 # skip its first parameter (self). 

2238 # See test_signature_wrapped_bound_method for details. 

2239 return _signature_from_callable( 

2240 obj, 

2241 follow_wrapper_chains=follow_wrapper_chains, 

2242 skip_bound_arg=skip_bound_arg, 

2243 sigcls=sigcls) 

2244 

2245 try: 

2246 sig = obj.__signature__ 

2247 except AttributeError: 

2248 pass 

2249 else: 

2250 if sig is not None: 

2251 if not isinstance(sig, Signature): 

2252 raise TypeError( 

2253 'unexpected object {!r} in __signature__ ' 

2254 'attribute'.format(sig)) 

2255 return sig 

2256 

2257 try: 

2258 partialmethod = obj._partialmethod 

2259 except AttributeError: 

2260 pass 

2261 else: 

2262 if isinstance(partialmethod, functools.partialmethod): 

2263 # Unbound partialmethod (see functools.partialmethod) 

2264 # This means, that we need to calculate the signature 

2265 # as if it's a regular partial object, but taking into 

2266 # account that the first positional argument 

2267 # (usually `self`, or `cls`) will not be passed 

2268 # automatically (as for boundmethods) 

2269 

2270 wrapped_sig = _signature_from_callable( 

2271 partialmethod.func, 

2272 follow_wrapper_chains=follow_wrapper_chains, 

2273 skip_bound_arg=skip_bound_arg, 

2274 sigcls=sigcls) 

2275 

2276 sig = _signature_get_partial(wrapped_sig, partialmethod, (None,)) 

2277 first_wrapped_param = tuple(wrapped_sig.parameters.values())[0] 

2278 if first_wrapped_param.kind is Parameter.VAR_POSITIONAL: 

2279 # First argument of the wrapped callable is `*args`, as in 

2280 # `partialmethod(lambda *args)`. 

2281 return sig 

2282 else: 

2283 sig_params = tuple(sig.parameters.values()) 

2284 assert (not sig_params or 

2285 first_wrapped_param is not sig_params[0]) 

2286 new_params = (first_wrapped_param,) + sig_params 

2287 return sig.replace(parameters=new_params) 

2288 

2289 if isfunction(obj) or _signature_is_functionlike(obj): 

2290 # If it's a pure Python function, or an object that is duck type 

2291 # of a Python function (Cython functions, for instance), then: 

2292 return _signature_from_function(sigcls, obj, 

2293 skip_bound_arg=skip_bound_arg) 

2294 

2295 if _signature_is_builtin(obj): 

2296 return _signature_from_builtin(sigcls, obj, 

2297 skip_bound_arg=skip_bound_arg) 

2298 

2299 if isinstance(obj, functools.partial): 

2300 wrapped_sig = _signature_from_callable( 

2301 obj.func, 

2302 follow_wrapper_chains=follow_wrapper_chains, 

2303 skip_bound_arg=skip_bound_arg, 

2304 sigcls=sigcls) 

2305 return _signature_get_partial(wrapped_sig, obj) 

2306 

2307 sig = None 

2308 if isinstance(obj, type): 

2309 # obj is a class or a metaclass 

2310 

2311 # First, let's see if it has an overloaded __call__ defined 

2312 # in its metaclass 

2313 call = _signature_get_user_defined_method(type(obj), '__call__') 

2314 if call is not None: 

2315 sig = _signature_from_callable( 

2316 call, 

2317 follow_wrapper_chains=follow_wrapper_chains, 

2318 skip_bound_arg=skip_bound_arg, 

2319 sigcls=sigcls) 

2320 else: 

2321 # Now we check if the 'obj' class has a '__new__' method 

2322 new = _signature_get_user_defined_method(obj, '__new__') 

2323 if new is not None: 

2324 sig = _signature_from_callable( 

2325 new, 

2326 follow_wrapper_chains=follow_wrapper_chains, 

2327 skip_bound_arg=skip_bound_arg, 

2328 sigcls=sigcls) 

2329 else: 

2330 # Finally, we should have at least __init__ implemented 

2331 init = _signature_get_user_defined_method(obj, '__init__') 

2332 if init is not None: 

2333 sig = _signature_from_callable( 

2334 init, 

2335 follow_wrapper_chains=follow_wrapper_chains, 

2336 skip_bound_arg=skip_bound_arg, 

2337 sigcls=sigcls) 

2338 

2339 if sig is None: 

2340 # At this point we know, that `obj` is a class, with no user- 

2341 # defined '__init__', '__new__', or class-level '__call__' 

2342 

2343 for base in obj.__mro__[:-1]: 

2344 # Since '__text_signature__' is implemented as a 

2345 # descriptor that extracts text signature from the 

2346 # class docstring, if 'obj' is derived from a builtin 

2347 # class, its own '__text_signature__' may be 'None'. 

2348 # Therefore, we go through the MRO (except the last 

2349 # class in there, which is 'object') to find the first 

2350 # class with non-empty text signature. 

2351 try: 

2352 text_sig = base.__text_signature__ 

2353 except AttributeError: 

2354 pass 

2355 else: 

2356 if text_sig: 

2357 # If 'obj' class has a __text_signature__ attribute: 

2358 # return a signature based on it 

2359 return _signature_fromstr(sigcls, obj, text_sig) 

2360 

2361 # No '__text_signature__' was found for the 'obj' class. 

2362 # Last option is to check if its '__init__' is 

2363 # object.__init__ or type.__init__. 

2364 if type not in obj.__mro__: 

2365 # We have a class (not metaclass), but no user-defined 

2366 # __init__ or __new__ for it 

2367 if (obj.__init__ is object.__init__ and 

2368 obj.__new__ is object.__new__): 

2369 # Return a signature of 'object' builtin. 

2370 return sigcls.from_callable(object) 

2371 else: 

2372 raise ValueError( 

2373 'no signature found for builtin type {!r}'.format(obj)) 

2374 

2375 elif not isinstance(obj, _NonUserDefinedCallables): 

2376 # An object with __call__ 

2377 # We also check that the 'obj' is not an instance of 

2378 # _WrapperDescriptor or _MethodWrapper to avoid 

2379 # infinite recursion (and even potential segfault) 

2380 call = _signature_get_user_defined_method(type(obj), '__call__') 

2381 if call is not None: 

2382 try: 

2383 sig = _signature_from_callable( 

2384 call, 

2385 follow_wrapper_chains=follow_wrapper_chains, 

2386 skip_bound_arg=skip_bound_arg, 

2387 sigcls=sigcls) 

2388 except ValueError as ex: 

2389 msg = 'no signature found for {!r}'.format(obj) 

2390 raise ValueError(msg) from ex 

2391 

2392 if sig is not None: 

2393 # For classes and objects we skip the first parameter of their 

2394 # __call__, __new__, or __init__ methods 

2395 if skip_bound_arg: 

2396 return _signature_bound_method(sig) 

2397 else: 

2398 return sig 

2399 

2400 if isinstance(obj, types.BuiltinFunctionType): 

2401 # Raise a nicer error message for builtins 

2402 msg = 'no signature found for builtin function {!r}'.format(obj) 

2403 raise ValueError(msg) 

2404 

2405 raise ValueError('callable {!r} is not supported by signature'.format(obj)) 

2406 

2407 

2408class _void: 

2409 """A private marker - used in Parameter & Signature.""" 

2410 

2411 

2412class _empty: 

2413 """Marker object for Signature.empty and Parameter.empty.""" 

2414 

2415 

2416class _ParameterKind(enum.IntEnum): 

2417 POSITIONAL_ONLY = 0 

2418 POSITIONAL_OR_KEYWORD = 1 

2419 VAR_POSITIONAL = 2 

2420 KEYWORD_ONLY = 3 

2421 VAR_KEYWORD = 4 

2422 

2423 def __str__(self): 

2424 return self._name_ 

2425 

2426 @property 

2427 def description(self): 

2428 return _PARAM_NAME_MAPPING[self] 

2429 

2430_POSITIONAL_ONLY = _ParameterKind.POSITIONAL_ONLY 

2431_POSITIONAL_OR_KEYWORD = _ParameterKind.POSITIONAL_OR_KEYWORD 

2432_VAR_POSITIONAL = _ParameterKind.VAR_POSITIONAL 

2433_KEYWORD_ONLY = _ParameterKind.KEYWORD_ONLY 

2434_VAR_KEYWORD = _ParameterKind.VAR_KEYWORD 

2435 

2436_PARAM_NAME_MAPPING = { 

2437 _POSITIONAL_ONLY: 'positional-only', 

2438 _POSITIONAL_OR_KEYWORD: 'positional or keyword', 

2439 _VAR_POSITIONAL: 'variadic positional', 

2440 _KEYWORD_ONLY: 'keyword-only', 

2441 _VAR_KEYWORD: 'variadic keyword' 

2442} 

2443 

2444 

2445class Parameter: 

2446 """Represents a parameter in a function signature. 

2447 

2448 Has the following public attributes: 

2449 

2450 * name : str 

2451 The name of the parameter as a string. 

2452 * default : object 

2453 The default value for the parameter if specified. If the 

2454 parameter has no default value, this attribute is set to 

2455 `Parameter.empty`. 

2456 * annotation 

2457 The annotation for the parameter if specified. If the 

2458 parameter has no annotation, this attribute is set to 

2459 `Parameter.empty`. 

2460 * kind : str 

2461 Describes how argument values are bound to the parameter. 

2462 Possible values: `Parameter.POSITIONAL_ONLY`, 

2463 `Parameter.POSITIONAL_OR_KEYWORD`, `Parameter.VAR_POSITIONAL`, 

2464 `Parameter.KEYWORD_ONLY`, `Parameter.VAR_KEYWORD`. 

2465 """ 

2466 

2467 __slots__ = ('_name', '_kind', '_default', '_annotation') 

2468 

2469 POSITIONAL_ONLY = _POSITIONAL_ONLY 

2470 POSITIONAL_OR_KEYWORD = _POSITIONAL_OR_KEYWORD 

2471 VAR_POSITIONAL = _VAR_POSITIONAL 

2472 KEYWORD_ONLY = _KEYWORD_ONLY 

2473 VAR_KEYWORD = _VAR_KEYWORD 

2474 

2475 empty = _empty 

2476 

2477 def __init__(self, name, kind, *, default=_empty, annotation=_empty): 

2478 try: 

2479 self._kind = _ParameterKind(kind) 

2480 except ValueError: 

2481 raise ValueError(f'value {kind!r} is not a valid Parameter.kind') 

2482 if default is not _empty: 

2483 if self._kind in (_VAR_POSITIONAL, _VAR_KEYWORD): 

2484 msg = '{} parameters cannot have default values' 

2485 msg = msg.format(self._kind.description) 

2486 raise ValueError(msg) 

2487 self._default = default 

2488 self._annotation = annotation 

2489 

2490 if name is _empty: 

2491 raise ValueError('name is a required attribute for Parameter') 

2492 

2493 if not isinstance(name, str): 

2494 msg = 'name must be a str, not a {}'.format(type(name).__name__) 

2495 raise TypeError(msg) 

2496 

2497 if name[0] == '.' and name[1:].isdigit(): 

2498 # These are implicit arguments generated by comprehensions. In 

2499 # order to provide a friendlier interface to users, we recast 

2500 # their name as "implicitN" and treat them as positional-only. 

2501 # See issue 19611. 

2502 if self._kind != _POSITIONAL_OR_KEYWORD: 

2503 msg = ( 

2504 'implicit arguments must be passed as ' 

2505 'positional or keyword arguments, not {}' 

2506 ) 

2507 msg = msg.format(self._kind.description) 

2508 raise ValueError(msg) 

2509 self._kind = _POSITIONAL_ONLY 

2510 name = 'implicit{}'.format(name[1:]) 

2511 

2512 if not name.isidentifier(): 

2513 raise ValueError('{!r} is not a valid parameter name'.format(name)) 

2514 

2515 self._name = name 

2516 

2517 def __reduce__(self): 

2518 return (type(self), 

2519 (self._name, self._kind), 

2520 {'_default': self._default, 

2521 '_annotation': self._annotation}) 

2522 

2523 def __setstate__(self, state): 

2524 self._default = state['_default'] 

2525 self._annotation = state['_annotation'] 

2526 

2527 @property 

2528 def name(self): 

2529 return self._name 

2530 

2531 @property 

2532 def default(self): 

2533 return self._default 

2534 

2535 @property 

2536 def annotation(self): 

2537 return self._annotation 

2538 

2539 @property 

2540 def kind(self): 

2541 return self._kind 

2542 

2543 def replace(self, *, name=_void, kind=_void, 

2544 annotation=_void, default=_void): 

2545 """Creates a customized copy of the Parameter.""" 

2546 

2547 if name is _void: 

2548 name = self._name 

2549 

2550 if kind is _void: 

2551 kind = self._kind 

2552 

2553 if annotation is _void: 

2554 annotation = self._annotation 

2555 

2556 if default is _void: 

2557 default = self._default 

2558 

2559 return type(self)(name, kind, default=default, annotation=annotation) 

2560 

2561 def __str__(self): 

2562 kind = self.kind 

2563 formatted = self._name 

2564 

2565 # Add annotation and default value 

2566 if self._annotation is not _empty: 

2567 formatted = '{}: {}'.format(formatted, 

2568 formatannotation(self._annotation)) 

2569 

2570 if self._default is not _empty: 

2571 if self._annotation is not _empty: 

2572 formatted = '{} = {}'.format(formatted, repr(self._default)) 

2573 else: 

2574 formatted = '{}={}'.format(formatted, repr(self._default)) 

2575 

2576 if kind == _VAR_POSITIONAL: 

2577 formatted = '*' + formatted 

2578 elif kind == _VAR_KEYWORD: 

2579 formatted = '**' + formatted 

2580 

2581 return formatted 

2582 

2583 def __repr__(self): 

2584 return '<{} "{}">'.format(self.__class__.__name__, self) 

2585 

2586 def __hash__(self): 

2587 return hash((self.name, self.kind, self.annotation, self.default)) 

2588 

2589 def __eq__(self, other): 

2590 if self is other: 

2591 return True 

2592 if not isinstance(other, Parameter): 

2593 return NotImplemented 

2594 return (self._name == other._name and 

2595 self._kind == other._kind and 

2596 self._default == other._default and 

2597 self._annotation == other._annotation) 

2598 

2599 

2600class BoundArguments: 

2601 """Result of `Signature.bind` call. Holds the mapping of arguments 

2602 to the function's parameters. 

2603 

2604 Has the following public attributes: 

2605 

2606 * arguments : OrderedDict 

2607 An ordered mutable mapping of parameters' names to arguments' values. 

2608 Does not contain arguments' default values. 

2609 * signature : Signature 

2610 The Signature object that created this instance. 

2611 * args : tuple 

2612 Tuple of positional arguments values. 

2613 * kwargs : dict 

2614 Dict of keyword arguments values. 

2615 """ 

2616 

2617 __slots__ = ('arguments', '_signature', '__weakref__') 

2618 

2619 def __init__(self, signature, arguments): 

2620 self.arguments = arguments 

2621 self._signature = signature 

2622 

2623 @property 

2624 def signature(self): 

2625 return self._signature 

2626 

2627 @property 

2628 def args(self): 

2629 args = [] 

2630 for param_name, param in self._signature.parameters.items(): 

2631 if param.kind in (_VAR_KEYWORD, _KEYWORD_ONLY): 

2632 break 

2633 

2634 try: 

2635 arg = self.arguments[param_name] 

2636 except KeyError: 

2637 # We're done here. Other arguments 

2638 # will be mapped in 'BoundArguments.kwargs' 

2639 break 

2640 else: 

2641 if param.kind == _VAR_POSITIONAL: 

2642 # *args 

2643 args.extend(arg) 

2644 else: 

2645 # plain argument 

2646 args.append(arg) 

2647 

2648 return tuple(args) 

2649 

2650 @property 

2651 def kwargs(self): 

2652 kwargs = {} 

2653 kwargs_started = False 

2654 for param_name, param in self._signature.parameters.items(): 

2655 if not kwargs_started: 

2656 if param.kind in (_VAR_KEYWORD, _KEYWORD_ONLY): 

2657 kwargs_started = True 

2658 else: 

2659 if param_name not in self.arguments: 

2660 kwargs_started = True 

2661 continue 

2662 

2663 if not kwargs_started: 

2664 continue 

2665 

2666 try: 

2667 arg = self.arguments[param_name] 

2668 except KeyError: 

2669 pass 

2670 else: 

2671 if param.kind == _VAR_KEYWORD: 

2672 # **kwargs 

2673 kwargs.update(arg) 

2674 else: 

2675 # plain keyword argument 

2676 kwargs[param_name] = arg 

2677 

2678 return kwargs 

2679 

2680 def apply_defaults(self): 

2681 """Set default values for missing arguments. 

2682 

2683 For variable-positional arguments (*args) the default is an 

2684 empty tuple. 

2685 

2686 For variable-keyword arguments (**kwargs) the default is an 

2687 empty dict. 

2688 """ 

2689 arguments = self.arguments 

2690 new_arguments = [] 

2691 for name, param in self._signature.parameters.items(): 

2692 try: 

2693 new_arguments.append((name, arguments[name])) 

2694 except KeyError: 

2695 if param.default is not _empty: 

2696 val = param.default 

2697 elif param.kind is _VAR_POSITIONAL: 

2698 val = () 

2699 elif param.kind is _VAR_KEYWORD: 

2700 val = {} 

2701 else: 

2702 # This BoundArguments was likely produced by 

2703 # Signature.bind_partial(). 

2704 continue 

2705 new_arguments.append((name, val)) 

2706 self.arguments = OrderedDict(new_arguments) 

2707 

2708 def __eq__(self, other): 

2709 if self is other: 

2710 return True 

2711 if not isinstance(other, BoundArguments): 

2712 return NotImplemented 

2713 return (self.signature == other.signature and 

2714 self.arguments == other.arguments) 

2715 

2716 def __setstate__(self, state): 

2717 self._signature = state['_signature'] 

2718 self.arguments = state['arguments'] 

2719 

2720 def __getstate__(self): 

2721 return {'_signature': self._signature, 'arguments': self.arguments} 

2722 

2723 def __repr__(self): 

2724 args = [] 

2725 for arg, value in self.arguments.items(): 

2726 args.append('{}={!r}'.format(arg, value)) 

2727 return '<{} ({})>'.format(self.__class__.__name__, ', '.join(args)) 

2728 

2729 

2730class Signature: 

2731 """A Signature object represents the overall signature of a function. 

2732 It stores a Parameter object for each parameter accepted by the 

2733 function, as well as information specific to the function itself. 

2734 

2735 A Signature object has the following public attributes and methods: 

2736 

2737 * parameters : OrderedDict 

2738 An ordered mapping of parameters' names to the corresponding 

2739 Parameter objects (keyword-only arguments are in the same order 

2740 as listed in `code.co_varnames`). 

2741 * return_annotation : object 

2742 The annotation for the return type of the function if specified. 

2743 If the function has no annotation for its return type, this 

2744 attribute is set to `Signature.empty`. 

2745 * bind(*args, **kwargs) -> BoundArguments 

2746 Creates a mapping from positional and keyword arguments to 

2747 parameters. 

2748 * bind_partial(*args, **kwargs) -> BoundArguments 

2749 Creates a partial mapping from positional and keyword arguments 

2750 to parameters (simulating 'functools.partial' behavior.) 

2751 """ 

2752 

2753 __slots__ = ('_return_annotation', '_parameters') 

2754 

2755 _parameter_cls = Parameter 

2756 _bound_arguments_cls = BoundArguments 

2757 

2758 empty = _empty 

2759 

2760 def __init__(self, parameters=None, *, return_annotation=_empty, 

2761 __validate_parameters__=True): 

2762 """Constructs Signature from the given list of Parameter 

2763 objects and 'return_annotation'. All arguments are optional. 

2764 """ 

2765 

2766 if parameters is None: 

2767 params = OrderedDict() 

2768 else: 

2769 if __validate_parameters__: 

2770 params = OrderedDict() 

2771 top_kind = _POSITIONAL_ONLY 

2772 kind_defaults = False 

2773 

2774 for idx, param in enumerate(parameters): 

2775 kind = param.kind 

2776 name = param.name 

2777 

2778 if kind < top_kind: 

2779 msg = ( 

2780 'wrong parameter order: {} parameter before {} ' 

2781 'parameter' 

2782 ) 

2783 msg = msg.format(top_kind.description, 

2784 kind.description) 

2785 raise ValueError(msg) 

2786 elif kind > top_kind: 

2787 kind_defaults = False 

2788 top_kind = kind 

2789 

2790 if kind in (_POSITIONAL_ONLY, _POSITIONAL_OR_KEYWORD): 

2791 if param.default is _empty: 

2792 if kind_defaults: 

2793 # No default for this parameter, but the 

2794 # previous parameter of the same kind had 

2795 # a default 

2796 msg = 'non-default argument follows default ' \ 

2797 'argument' 

2798 raise ValueError(msg) 

2799 else: 

2800 # There is a default for this parameter. 

2801 kind_defaults = True 

2802 

2803 if name in params: 

2804 msg = 'duplicate parameter name: {!r}'.format(name) 

2805 raise ValueError(msg) 

2806 

2807 params[name] = param 

2808 else: 

2809 params = OrderedDict(((param.name, param) 

2810 for param in parameters)) 

2811 

2812 self._parameters = types.MappingProxyType(params) 

2813 self._return_annotation = return_annotation 

2814 

2815 @classmethod 

2816 def from_function(cls, func): 

2817 """Constructs Signature for the given python function. 

2818 

2819 Deprecated since Python 3.5, use `Signature.from_callable()`. 

2820 """ 

2821 

2822 warnings.warn("inspect.Signature.from_function() is deprecated since " 

2823 "Python 3.5, use Signature.from_callable()", 

2824 DeprecationWarning, stacklevel=2) 

2825 return _signature_from_function(cls, func) 

2826 

2827 @classmethod 

2828 def from_builtin(cls, func): 

2829 """Constructs Signature for the given builtin function. 

2830 

2831 Deprecated since Python 3.5, use `Signature.from_callable()`. 

2832 """ 

2833 

2834 warnings.warn("inspect.Signature.from_builtin() is deprecated since " 

2835 "Python 3.5, use Signature.from_callable()", 

2836 DeprecationWarning, stacklevel=2) 

2837 return _signature_from_builtin(cls, func) 

2838 

2839 @classmethod 

2840 def from_callable(cls, obj, *, follow_wrapped=True): 

2841 """Constructs Signature for the given callable object.""" 

2842 return _signature_from_callable(obj, sigcls=cls, 

2843 follow_wrapper_chains=follow_wrapped) 

2844 

2845 @property 

2846 def parameters(self): 

2847 return self._parameters 

2848 

2849 @property 

2850 def return_annotation(self): 

2851 return self._return_annotation 

2852 

2853 def replace(self, *, parameters=_void, return_annotation=_void): 

2854 """Creates a customized copy of the Signature. 

2855 Pass 'parameters' and/or 'return_annotation' arguments 

2856 to override them in the new copy. 

2857 """ 

2858 

2859 if parameters is _void: 

2860 parameters = self.parameters.values() 

2861 

2862 if return_annotation is _void: 

2863 return_annotation = self._return_annotation 

2864 

2865 return type(self)(parameters, 

2866 return_annotation=return_annotation) 

2867 

2868 def _hash_basis(self): 

2869 params = tuple(param for param in self.parameters.values() 

2870 if param.kind != _KEYWORD_ONLY) 

2871 

2872 kwo_params = {param.name: param for param in self.parameters.values() 

2873 if param.kind == _KEYWORD_ONLY} 

2874 

2875 return params, kwo_params, self.return_annotation 

2876 

2877 def __hash__(self): 

2878 params, kwo_params, return_annotation = self._hash_basis() 

2879 kwo_params = frozenset(kwo_params.values()) 

2880 return hash((params, kwo_params, return_annotation)) 

2881 

2882 def __eq__(self, other): 

2883 if self is other: 

2884 return True 

2885 if not isinstance(other, Signature): 

2886 return NotImplemented 

2887 return self._hash_basis() == other._hash_basis() 

2888 

2889 def _bind(self, args, kwargs, *, partial=False): 

2890 """Private method. Don't use directly.""" 

2891 

2892 arguments = OrderedDict() 

2893 

2894 parameters = iter(self.parameters.values()) 

2895 parameters_ex = () 

2896 arg_vals = iter(args) 

2897 

2898 while True: 

2899 # Let's iterate through the positional arguments and corresponding 

2900 # parameters 

2901 try: 

2902 arg_val = next(arg_vals) 

2903 except StopIteration: 

2904 # No more positional arguments 

2905 try: 

2906 param = next(parameters) 

2907 except StopIteration: 

2908 # No more parameters. That's it. Just need to check that 

2909 # we have no `kwargs` after this while loop 

2910 break 

2911 else: 

2912 if param.kind == _VAR_POSITIONAL: 

2913 # That's OK, just empty *args. Let's start parsing 

2914 # kwargs 

2915 break 

2916 elif param.name in kwargs: 

2917 if param.kind == _POSITIONAL_ONLY: 

2918 msg = '{arg!r} parameter is positional only, ' \ 

2919 'but was passed as a keyword' 

2920 msg = msg.format(arg=param.name) 

2921 raise TypeError(msg) from None 

2922 parameters_ex = (param,) 

2923 break 

2924 elif (param.kind == _VAR_KEYWORD or 

2925 param.default is not _empty): 

2926 # That's fine too - we have a default value for this 

2927 # parameter. So, lets start parsing `kwargs`, starting 

2928 # with the current parameter 

2929 parameters_ex = (param,) 

2930 break 

2931 else: 

2932 # No default, not VAR_KEYWORD, not VAR_POSITIONAL, 

2933 # not in `kwargs` 

2934 if partial: 

2935 parameters_ex = (param,) 

2936 break 

2937 else: 

2938 msg = 'missing a required argument: {arg!r}' 

2939 msg = msg.format(arg=param.name) 

2940 raise TypeError(msg) from None 

2941 else: 

2942 # We have a positional argument to process 

2943 try: 

2944 param = next(parameters) 

2945 except StopIteration: 

2946 raise TypeError('too many positional arguments') from None 

2947 else: 

2948 if param.kind in (_VAR_KEYWORD, _KEYWORD_ONLY): 

2949 # Looks like we have no parameter for this positional 

2950 # argument 

2951 raise TypeError( 

2952 'too many positional arguments') from None 

2953 

2954 if param.kind == _VAR_POSITIONAL: 

2955 # We have an '*args'-like argument, let's fill it with 

2956 # all positional arguments we have left and move on to 

2957 # the next phase 

2958 values = [arg_val] 

2959 values.extend(arg_vals) 

2960 arguments[param.name] = tuple(values) 

2961 break 

2962 

2963 if param.name in kwargs and param.kind != _POSITIONAL_ONLY: 

2964 raise TypeError( 

2965 'multiple values for argument {arg!r}'.format( 

2966 arg=param.name)) from None 

2967 

2968 arguments[param.name] = arg_val 

2969 

2970 # Now, we iterate through the remaining parameters to process 

2971 # keyword arguments 

2972 kwargs_param = None 

2973 for param in itertools.chain(parameters_ex, parameters): 

2974 if param.kind == _VAR_KEYWORD: 

2975 # Memorize that we have a '**kwargs'-like parameter 

2976 kwargs_param = param 

2977 continue 

2978 

2979 if param.kind == _VAR_POSITIONAL: 

2980 # Named arguments don't refer to '*args'-like parameters. 

2981 # We only arrive here if the positional arguments ended 

2982 # before reaching the last parameter before *args. 

2983 continue 

2984 

2985 param_name = param.name 

2986 try: 

2987 arg_val = kwargs.pop(param_name) 

2988 except KeyError: 

2989 # We have no value for this parameter. It's fine though, 

2990 # if it has a default value, or it is an '*args'-like 

2991 # parameter, left alone by the processing of positional 

2992 # arguments. 

2993 if (not partial and param.kind != _VAR_POSITIONAL and 

2994 param.default is _empty): 

2995 raise TypeError('missing a required argument: {arg!r}'. \ 

2996 format(arg=param_name)) from None 

2997 

2998 else: 

2999 if param.kind == _POSITIONAL_ONLY: 

3000 # This should never happen in case of a properly built 

3001 # Signature object (but let's have this check here 

3002 # to ensure correct behaviour just in case) 

3003 raise TypeError('{arg!r} parameter is positional only, ' 

3004 'but was passed as a keyword'. \ 

3005 format(arg=param.name)) 

3006 

3007 arguments[param_name] = arg_val 

3008 

3009 if kwargs: 

3010 if kwargs_param is not None: 

3011 # Process our '**kwargs'-like parameter 

3012 arguments[kwargs_param.name] = kwargs 

3013 else: 

3014 raise TypeError( 

3015 'got an unexpected keyword argument {arg!r}'.format( 

3016 arg=next(iter(kwargs)))) 

3017 

3018 return self._bound_arguments_cls(self, arguments) 

3019 

3020 def bind(self, /, *args, **kwargs): 

3021 """Get a BoundArguments object, that maps the passed `args` 

3022 and `kwargs` to the function's signature. Raises `TypeError` 

3023 if the passed arguments can not be bound. 

3024 """ 

3025 return self._bind(args, kwargs) 

3026 

3027 def bind_partial(self, /, *args, **kwargs): 

3028 """Get a BoundArguments object, that partially maps the 

3029 passed `args` and `kwargs` to the function's signature. 

3030 Raises `TypeError` if the passed arguments can not be bound. 

3031 """ 

3032 return self._bind(args, kwargs, partial=True) 

3033 

3034 def __reduce__(self): 

3035 return (type(self), 

3036 (tuple(self._parameters.values()),), 

3037 {'_return_annotation': self._return_annotation}) 

3038 

3039 def __setstate__(self, state): 

3040 self._return_annotation = state['_return_annotation'] 

3041 

3042 def __repr__(self): 

3043 return '<{} {}>'.format(self.__class__.__name__, self) 

3044 

3045 def __str__(self): 

3046 result = [] 

3047 render_pos_only_separator = False 

3048 render_kw_only_separator = True 

3049 for param in self.parameters.values(): 

3050 formatted = str(param) 

3051 

3052 kind = param.kind 

3053 

3054 if kind == _POSITIONAL_ONLY: 

3055 render_pos_only_separator = True 

3056 elif render_pos_only_separator: 

3057 # It's not a positional-only parameter, and the flag 

3058 # is set to 'True' (there were pos-only params before.) 

3059 result.append('/') 

3060 render_pos_only_separator = False 

3061 

3062 if kind == _VAR_POSITIONAL: 

3063 # OK, we have an '*args'-like parameter, so we won't need 

3064 # a '*' to separate keyword-only arguments 

3065 render_kw_only_separator = False 

3066 elif kind == _KEYWORD_ONLY and render_kw_only_separator: 

3067 # We have a keyword-only parameter to render and we haven't 

3068 # rendered an '*args'-like parameter before, so add a '*' 

3069 # separator to the parameters list ("foo(arg1, *, arg2)" case) 

3070 result.append('*') 

3071 # This condition should be only triggered once, so 

3072 # reset the flag 

3073 render_kw_only_separator = False 

3074 

3075 result.append(formatted) 

3076 

3077 if render_pos_only_separator: 

3078 # There were only positional-only parameters, hence the 

3079 # flag was not reset to 'False' 

3080 result.append('/') 

3081 

3082 rendered = '({})'.format(', '.join(result)) 

3083 

3084 if self.return_annotation is not _empty: 

3085 anno = formatannotation(self.return_annotation) 

3086 rendered += ' -> {}'.format(anno) 

3087 

3088 return rendered 

3089 

3090 

3091def signature(obj, *, follow_wrapped=True): 

3092 """Get a signature object for the passed callable.""" 

3093 return Signature.from_callable(obj, follow_wrapped=follow_wrapped) 

3094 

3095 

3096def _main(): 

3097 """ Logic for inspecting an object given at command line """ 

3098 import argparse 

3099 import importlib 

3100 

3101 parser = argparse.ArgumentParser() 

3102 parser.add_argument( 

3103 'object', 

3104 help="The object to be analysed. " 

3105 "It supports the 'module:qualname' syntax") 

3106 parser.add_argument( 

3107 '-d', '--details', action='store_true', 

3108 help='Display info about the module rather than its source code') 

3109 

3110 args = parser.parse_args() 

3111 

3112 target = args.object 

3113 mod_name, has_attrs, attrs = target.partition(":") 

3114 try: 

3115 obj = module = importlib.import_module(mod_name) 

3116 except Exception as exc: 

3117 msg = "Failed to import {} ({}: {})".format(mod_name, 

3118 type(exc).__name__, 

3119 exc) 

3120 print(msg, file=sys.stderr) 

3121 sys.exit(2) 

3122 

3123 if has_attrs: 

3124 parts = attrs.split(".") 

3125 obj = module 

3126 for part in parts: 

3127 obj = getattr(obj, part) 

3128 

3129 if module.__name__ in sys.builtin_module_names: 

3130 print("Can't get info for builtin modules.", file=sys.stderr) 

3131 sys.exit(1) 

3132 

3133 if args.details: 

3134 print('Target: {}'.format(target)) 

3135 print('Origin: {}'.format(getsourcefile(module))) 

3136 print('Cached: {}'.format(module.__cached__)) 

3137 if obj is module: 

3138 print('Loader: {}'.format(repr(module.__loader__))) 

3139 if hasattr(module, '__path__'): 

3140 print('Submodule search path: {}'.format(module.__path__)) 

3141 else: 

3142 try: 

3143 __, lineno = findsource(obj) 

3144 except Exception: 

3145 pass 

3146 else: 

3147 print('Line: {}'.format(lineno)) 

3148 

3149 print('\n') 

3150 else: 

3151 print(getsource(obj)) 

3152 

3153 

3154if __name__ == "__main__": 

3155 _main()