M/Ph NddlZddlZddlmZGddZdZdZdZdS)N)dedentcVeZdZdZiZiZdZdZdZdZ dZ d dZ e d Z d S) ResultsWrapperz Class which wraps a statsmodels estimation Results class and steps in to reattach metadata to results (if available) c,||_|j|_dSN)_results__doc__)selfresultss X/var/www/html/test/jupyter/venv/lib/python3.11/site-packages/statsmodels/base/wrapper.py__init__zResultsWrapper.__init__s  c>dt|jDS)Ncg|]}|Sr).0xs r z*ResultsWrapper.__dir__..s...a...r)dirrr s r __dir__zResultsWrapper.__dir__s ..3t}--....rcfd} |d}n#t$rYnwxYw ||S#t$rYnwxYwt||}|jj}j|}|r3t |tr|j||dg|ddR}n|r|||}|S)Nc:t|Sr)object__getattribute__)namer s r z1ResultsWrapper.__getattribute__..s6224>>rrr)how) AttributeErrorgetattrmodeldata _wrap_attrsget isinstancetuple wrap_output)r attrr%r objr#rs` r rzResultsWrapper.__getattribute__s>>>> c*ooGG    D  3t99     D gt$$}!""4((  1:c5)) 1"$"3A9QRR999CC  1""3C"00C s  !! 0 ==c|jSr)__dict__rs r __getstate__zResultsWrapper.__getstate__,s }rc:|j|dSr)r,update)r dict_s r __setstate__zResultsWrapper.__setstate__0s U#####rFcVddlm}|r||||dS)a Save a pickle of this instance. Parameters ---------- fname : {str, handle} Either a filename or a valid file handle. remove_data : bool If False (default), then the instance is pickled without changes. If True, then all arrays with length nobs are set to None before pickling. See the remove_data method. In some cases not all arrays will be set to None. r) save_pickleN)statsmodels.iolib.smpickler3 remove_data)r fnamer5r3s r savezResultsWrapper.save4sH ;:::::         D%     rc$ddlm}||S)a Load a pickled results instance .. warning:: Loading pickled models is not secure against erroneous or maliciously constructed data. Never unpickle data received from an untrusted or unauthenticated source. Parameters ---------- fname : {str, handle} A string filename or a file handle. Returns ------- Results The unpickled results instance. r) load_pickle)r4r9)clsr6r9s r loadzResultsWrapper.loadIs&* ;:::::{5!!!rN)F)__name__ __module__ __qualname__r r$ _wrap_methodsr rrr-r1r7 classmethodr;rrr rrsKM'''///.$$$!!!!*""["""rrc>i}|D]}|||Sr)r/)dictsresultds r union_dictsrEbs0 F  a Mrctjfd}tj}t |}|jrt |jnd}dj|d||_|S)Nc(t|d}|jj}rEt t r0||g|Ri|ddd}n"r ||g|Ri|}|S)Nrrr)rrr"r#r&r'r()r argskwargsr r#r*funcrs r wrapperzmake_wrapper..wrapperjs))$ ;;}!  H:c5)) H""44#A$#A#A#A&#A#A3q63qrr7SSCC  H""44#A$#A#A#A&#A#A3GGC r ) functoolswrapsinspect signaturestrr rr<)rJrrKsig formatteddocs`` r make_wrapperrVis_T  D ! !CCI%,_ <& ! ! !"C<4=<)<r`sY"Y"Y"Y"Y"Y"Y"Y"x(&&&&&r