BVh6dZddlZddlZddlZddlmZ ejZeedr ejZ nejdgdZ dZ eedrejZ dZnejZd Z d Zd Zd Zd Z dZdZdZdZd"dZdZdZdZdZdZdZdZdZdZdZ dZ!dZ"dZ#d Z$d#d!Z%y#YxYw)$z6TFDecorator-aware replacements for the inspect module.N) tf_decorator FullArgSpecargsvarargsvarkwdefaults kwonlyargskwonlydefaults annotationsc t|tr|St|j|j|j|j gdiS)Nr) isinstancerrrkeywordsr )argspecs X/home/dcms/DCMS/lib/python3.12/site-packages/tensorflow/python/keras/utils/tf_inspect.py%_convert_maybe_argspec_to_fullargspecr&sG% N  <<oo    getfullargspecc "t|}ttdr9t|j|j |j |j}|St|j|j |j |jgdi}|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)rrrr Nr) rhasattr_inspectrrrrr r)target fullargspecsargspecss r _getargspecr5s "&)Lx#  &&%%(( *h O  &&""((h Orc*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)rs r_getfullargspecrYs 1F1C DDrc6tjddS)z7TFDecorator-aware replacement for inspect.currentframe.rrstackrr currentframer%es  ! Q rct|tjr t|St j |\}}t d|Dd}|r|S t|S#t$rYnwxYwt|trJ t|jS#t$rYnwxYw t|jS#t$rYnwxYwtt|jS)aJTFDecorator-aware replacement for `inspect.getargspec`. Note: `getfullargspec` is recommended as the python 2/3 compatible replacement for this function. Args: obj: A function, partial function, or callable object, possibly decorated. Returns: The `ArgSpec` that describes the signature of the outermost decorator that changes the callable's signature, or the `ArgSpec` that describes the object if not decorated. Raises: ValueError: When callable's signature can not be expressed with ArgSpec. TypeError: For objects of unsupported types. c3LK|]}|j|jywN)decorator_argspec).0ds r zgetargspec..s*3%%1""3s"$N) r functoolspartial_get_argspec_for_partialrunwrapnextr TypeErrortype__init____new____call__)obj decoratorsrspecs rrrjs&Y&&' #C ((#**3/*f 3"348 :$ K v      ))      ((    T&\** ++s6 A!! A-,A-B B"!B"&B;; CCc nt|j}|jxsi}t|j\}}}}||d}t gt|z}|r||t| d|j D]-\}} ||vr|j|} | || <!|r$tdtfdt|Dd} | t|||dSt|D cgc]\} } | ur | | kDr|| }} } |rtd|zt|||t|| dScc} } w)zImplements `getargspec` for `functools.partial` objects. Args: obj: The `functools.partial` object Returns: An `inspect.ArgSpec` Raises: ValueError: When callable's signature can not be expressed with ArgSpec. NzSFunction does not have **kwargs parameter, but contains an unknown partial keyword.c32K|]\}}|us |ywr(r$)r*idxx no_defaults rr,z+_get_argspec_for_partial..sHvsAAZ4GsHs zSome arguments %s do not have default value, but they are positioned after those with default values. This can not be expressed with ArgSpec.) lenrrrfuncobjectitemsindex ValueErrorr1 enumeratertuple)r7 n_prune_argspartial_keywordsrrrr all_defaultskwdefaultr< first_defaultijinvalid_default_valuesr>s @rr/r/s|PSXX,\\'R&0&:#$8 lm $ x*D ), $,L#h-!&++-?kb' Tz JJrNc!l3  > ?? ?H<0H$P- 4(D 11$L1!Q jQ. 1g  68NO PP w% ]^0L*M NNs,D1ctj|\}}|D]%}|jt|jcSt |S)aTFDecorator-aware replacement for `inspect.getfullargspec`. This wrapper emulates `inspect.getfullargspec` in[^)]* Python2. Args: obj: A callable, possibly decorated. Returns: The `FullArgSpec` that describes the signature of the outermost decorator that changes the callable's signature. If the callable is not decorated, `inspect.getfullargspec()` will be called directly on the callable. )rr0r)rr)r7r8rr+s rrrsT$**3/*f Ha& 213F3F GGH   rcb|d}|dd}t|}|j}t|ddxs t|dd}t|r|r|f|z}|jDcgc] }||vs| }}|j t t|||jsdnt|j} | r6t|j| d|jD]\}} ||vs | ||<|j,|jjD]\} } | |vs | || <|Scc}w)aXTFDecorator-aware replacement for inspect.getcallargs. Args: *func_and_positional: A callable, possibly decorated, followed by any positional arguments that would be passed to `func`. **named: The named argument dictionary that would be passed to `func`. Returns: A dictionary mapping `func`'s named arguments to the values they would receive if `func(*positional, **named)` were called. `getcallargs` will use the argspec from the outermost decorator that provides it. If no attached decorators modify argspec, the final unwrapped target's argspec will be used. rr!Nim_self__self__) rcopygetattrismethodrupdatedictzipr r?r rB) func_and_positionalnamedr@ positionalr call_argsthisargremaining_positionals default_countvaluekvs r getcallargsre sD Q $"12&* 4 'jjl) y$ ' J74T+J$ d^:%J*1,,O3#Y:N3OO 41:>?@"++!W5E5E1F-',, ~79I9IJ U I  # '&&,,.1 )  !  Ps # D,-D,c,tj|i|Sr()r getframeinfo)rkwargss rrgrg1s    / //rc,tj|S)a(TFDecorator-aware replacement for inspect.getdoc. Args: object: An object, possibly decorated. Returns: The docstring associated with the object. The outermost-decorated object is intended to have the most complete documentation, so the decorated parameter is not unwrapped. )rgetdocrAs rrjrj5s   rctj|d}t|drd|jvr|jdSt j |S)z2TFDecorator-aware replacement for inspect.getfile.r! f_globals__file__)rr0rrmrgetfile)rAunwrapped_objects rroroDsW!((03  ,$...  % %j 11   * ++rc.tj||S)z5TFDecorator-aware replacement for inspect.getmembers.)r getmembers)rA predicates rrrrrRs   VY //rc,tj|S)z4TFDecorator-aware replacement for inspect.getmodule.)r getmodulerks rruruWs   F ##rc,tj|S)z1TFDecorator-aware replacement for inspect.getmro.)rgetmro)clss rrwrw\s  rcXtjtj|dS)z4TFDecorator-aware replacement for inspect.getsource.r!)r getsourcerr0rks rrzrza#   L//7: ;;rcXtjtj|dS)z8TFDecorator-aware replacement for inspect.getsourcefile.r!)r getsourcefilerr0rks rr}r}fs#    3 3F ;A > ??rcXtjtj|dS)z9TFDecorator-aware replacement for inspect.getsourcelines.r!)rgetsourcelinesrr0rks rrrks#  !4!4V!TFDecorator-aware replacement for inspect.isgeneratorfunction.r!)risgeneratorfunctionrr0rks rrrs#  % %l&9&9&&A!&D EErcXtjtj|dS)z3TFDecorator-aware replacement for inspect.ismethod.r!)rrVrr0rks rrVrV#   <..v6q9 ::rcXtjtj|dSr)rismodulerr0rks rrrrrcXtjtj|dS)z4TFDecorator-aware replacement for inspect.isroutine.r!)r isroutinerr0rks rrrr{rc2tj|ddS)z0TFDecorator-aware replacement for inspect.stack.r!Nr")contexts rr#r#s   $$rr()r!)&__doc__ collectionsr-inspectrtensorflow.python.utilrrrr namedtuplerrrrrr%r/rergrjrorrrurwrzr}rrrrrrrrVrrr#r$rrrs=/   '  8]#$$+& &&}7+  8%&++/ D##+ E 1,hUOp!,"J0 ! ,0 $  < @ A < : = : > F ; ; < %I s CC