o i e6@sVdZddlZddlZddlZddlmZzejZWnYeedr'ej Z ne dgdZ ddZ eedr@ej Z d d ZnejZd d Z d dZddZddZddZ ddZddZddZddZd=ddZddZd d!Zd"d#Zd$d%Zd&d'Zd(d)Zd*d+Zd,d-Zd.d/Zd0d1Z d2d3Z!d4d5Z"d6d7Z#d8d9Z$d>d;d<Z%dS)?z6TFDecorator-aware replacements for the inspect module.N) tf_decorator FullArgSpecargsvarargsvarkwdefaults kwonlyargskwonlydefaults annotationsc Cs,t|tr|St|j|j|j|jgdidS)Nr) isinstancerrrkeywordsr)argspecrW/var/www/myenv/lib/python3.10/site-packages/tensorflow/python/keras/utils/tf_inspect.py%_convert_maybe_argspec_to_fullargspec&s rgetfullargspecc CsPt|}ttdrt|j|j|j|jd}|St|j|j|j|jgdid}|S)aA python3 version of getargspec. Calls `getfullargspec` and assigns args, varargs, varkw, and defaults to a python 2/3 compatible `ArgSpec`. The parameter name 'varkw' is changed to 'keywords' to fit the `ArgSpec` struct. Args: target: the target object to inspect. Returns: An ArgSpec with args, varargs, keywords, and defaults parameters from FullArgSpec. ArgSpec)rrr rNr) rhasattr_inspectrrrrrr)target fullargspecsargspecsrrr _getargspec5s& rcCs tt|S)zA python2 version of getfullargspec. Args: target: the target object to inspect. Returns: A FullArgSpec with empty kwonlyargs, kwonlydefaults and annotations. )r getargspec)rrrr_getfullargspecYs rcCstddS)z7TFDecorator-aware replacement for inspect.currentframe.rrstackrrrr currentframeesrcCst|tjr t|St|\}}tdd|Dd}|r|Szt|WSty-Ynwt|t rSzt|j WStyBYnwzt|j WStyRYnwtt |j S)aJTFDecorator-aware replacement for `inspect.getargspec`. Note: `getfullargspec` is recommended as the python 2/3 compatible replacement for this function. Args: obj: A function, partial function, or callable object, possibly decorated. Returns: The `ArgSpec` that describes the signature of the outermost decorator that changes the callable's signature, or the `ArgSpec` that describes the object if not decorated. Raises: ValueError: When callable's signature can not be expressed with ArgSpec. TypeError: For objects of unsupported types. css |] }|jdur|jVqdSN)decorator_argspec).0drrr s zgetargspec..N) r functoolspartial_get_argspec_for_partialrunwrapnextr TypeErrortype__init____new____call__)obj decoratorsrspecrrrrjs6        rc s t|j}|jp i}t|j\}}}|dtgt}|r.||t| d<|D]\}}|vrD|} ||| <q2|sJtdq2t fddt |Dddurdt ||dSfddt |D} | rytd| t ||t |dS)zImplements `getargspec` for `functools.partial` objects. Args: obj: The `functools.partial` object Returns: An `inspect.ArgSpec` Raises: ValueError: When callable's signature can not be expressed with ArgSpec. NzSFunction does not have **kwargs parameter, but contains an unknown partial keyword.c3s |] \}}|ur|VqdSr r)r"idxx) no_defaultrrr$sz+_get_argspec_for_partial..cs(g|]\}}|ur|kr|qSrr)r"ijr first_defaultr4rr s z,_get_argspec_for_partial..zSome arguments %s do not have default value, but they are positioned after those with default values. This can not be expressed with ArgSpec.) lenrr rfuncobjectitemsindex ValueErrorr) enumeratertuple) r/ n_prune_argspartial_keywordsrr r all_defaultskwdefaultr2invalid_default_valuesrr7rr's8 (    r'cCs8t|\}}|D]}|jdurt|jSq t|S)aTFDecorator-aware replacement for `inspect.getfullargspec`. This wrapper emulates `inspect.getfullargspec` in[^)]* Python2. Args: obj: A callable, possibly decorated. Returns: The `FullArgSpec` that describes the signature of the outermost decorator that changes the callable's signature. If the callable is not decorated, `inspect.getfullargspec()` will be called directly on the callable. N)rr(r!rr)r/r0rr#rrrrs  c s|d}|dd}t|}|t|ddpt|dd}t|r)|r)|f|}fdd|jD}tt|||jsBdnt |j}|rbt|j| d|jD] \}} |vra| |<qU|j dury|j D] \} } | vrx| | <qlS)aXTFDecorator-aware replacement for inspect.getcallargs. 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The outermost-decorated object is intended to have the most complete documentation, so the decorated parameter is not unwrapped. )rgetdocr<rrrr`5s r`cCs6t|d}t|drd|jvr|jdSt|S)z2TFDecorator-aware replacement for inspect.getfile.r f_globals__file__)rr(rrbrgetfile)r<unwrapped_objectrrrrdDs     rdcCs t||S)z5TFDecorator-aware replacement for inspect.getmembers.)r getmembers)r< predicaterrrrfRs rfcCr_)z4TFDecorator-aware replacement for inspect.getmodule.)r getmodulerarrrrhW rhcCr_)z1TFDecorator-aware replacement for inspect.getmro.)rgetmro)clsrrrrj\rirjcCtt|dS)z4TFDecorator-aware replacement for inspect.getsource.r)r getsourcerr(rarrrrmarmcCrl)z8TFDecorator-aware replacement for inspect.getsourcefile.r)r getsourcefilerr(rarrrrofrnrocCrl)z9TFDecorator-aware replacement for inspect.getsourcelines.r)rgetsourcelinesrr(rarrrrpkrnrpcCrl)z4TFDecorator-aware replacement for inspect.isbuiltin.r)r isbuiltinrr(rarrrrqprnrqcCrl)z2TFDecorator-aware replacement for inspect.isclass.r)risclassrr(rarrrrrurnrrcCrl)z5TFDecorator-aware replacement for inspect.isfunction.r)r isfunctionrr(rarrrrszrnrscCrlz3TFDecorator-aware replacement for inspect.ismodule.r)risframerr(rarrrrurnrucCrl)z6TFDecorator-aware replacement for inspect.isgenerator.r)r isgeneratorrr(rarrrrvrnrvcCrl)z>TFDecorator-aware replacement for inspect.isgeneratorfunction.r)risgeneratorfunctionrr(rarrrrwrnrwcCrl)z3TFDecorator-aware replacement for inspect.ismethod.r)rrOrr(rarrrrOrnrOcCrlrt)rismodulerr(rarrrrxrnrxcCrl)z4TFDecorator-aware replacement for inspect.isroutine.r)r isroutinerr(rarrrryrnryrcCst|ddS)z0TFDecorator-aware replacement for inspect.stack.rNr)contextrrrrsrr )r)&__doc__ collectionsr%inspectrtensorflow.python.utilrrrr namedtuplerrrrrrr'r\r]r`rdrfrhrjrmrorprqrrrsrurvrwrOrxryrrrrrsT     " 4X%