ó Û=6Vc@s>ddlZddlZddlZdefd„ƒYZdS(iÿÿÿÿNtCorticalClientcBs­eZdZddd„Zd„Zdded„Zdddded „Z d „Z d „Z dded „Z dd „Z ddddded„Zd„Zd„ZRS(s This class implements some basic access to Cortical.io's retina. Please have a look at api.cortical.io to see the full array of REST endpoints, and input and output types. The naming conventions of the methods are heavily related to the names of the rest endpoints. shttp://s_api.cortical.io:80t en_synonymouscCsJd}|dkr+tdt|ƒƒ‚n||_||_||_dS(sG retinaName: one of: 'en_synonymous', 'en_associative' s-http://www.cortical.io/developers_apikey.htmlsJYou must pass an apiKey when instantiating the APIClient. Get one here: %sN(tNonet ExceptiontstrtapiKeyt apiServert retinaName(tselfRRRtapiWeb((sT/Users/avi/Dropbox (Personal)/programming/banker.ai/corticaltest/CortiYelp/client.pyt__init__ s    cCshddjg|D]}t|ƒ^qƒ}|j|ddd|dtƒ}g|D]}|d^qTS(s/sdr is a numpy.ndarray. Returns a list of termss{ "positions" : [%s] }t,t start_indexit max_resultstget_fingerprinttterm(tjoinRtexpressions_similar_termstTrue(RtsdrthowManytvalt expressiontfpListtd((sT/Users/avi/Dropbox (Personal)/programming/banker.ai/corticaltest/CortiYelp/client.pytgetSimilarTermsForSDRs,!ii cCspd|jtj|ƒ|||f}d}y|j|ddƒ}Wn%tk rk}d|dGH|GHnX|S(s$Get a Term object for the input termsS/rest/terms?retina_name=%s&term=%s&start_index=%i&max_results=%i&get_fingerprint=%stGETsFailed calling with term s N(RturllibtquoteRt_callAPIR(RRR R Rt resourcePathtreste((sT/Users/avi/Dropbox (Personal)/programming/banker.ai/corticaltest/CortiYelp/client.pytterms%s"  tc Csd|jtj|ƒ|||f}|r<|d|7}nt|ƒtkr_|d|7}nd}y|j|ddƒ}Wntk r˜} | GHnX|S(sGet similar terms for a termsa/rest/terms/similar_terms?retina_name=%s&term=%s&start_index=%i&max_results=%i&get_fingerprint=%ss &pos_type=%ss&context_id=%iRN(RRRttypetintRRR( RRt context_idR R tpos_typeRRRR ((sT/Users/avi/Dropbox (Personal)/programming/banker.ai/corticaltest/CortiYelp/client.pytterms_similar_terms1s" cCsKd|j}d}y|j|d|ƒ}Wntk rF}|GHnX|S(sGet SDR for a texts/rest/text?retina_name=%stPOSTN(RRRR(Rt inputTextRRR ((sT/Users/avi/Dropbox (Personal)/programming/banker.ai/corticaltest/CortiYelp/client.pyttext@s  cCsKd|j}d}y|j|d|ƒ}Wntk rF}|GHnX|S(s< Calls the getKeyords for text endpoint of the Cortical API.s"/rest/text/keywords?retina_name=%sR(N(RRRR(RR)RRR ((sT/Users/avi/Dropbox (Personal)/programming/banker.ai/corticaltest/CortiYelp/client.pyt text_keywordsJs  cCsWd|j|||f}d}y|j|d|ƒ}Wntk rR}|GHnX|S(s< Calls the get slices for text endpoint of the Cortical API.sQ/rest/text/slices?retina_name=%s&start_index=%i&max_results=%i&get_fingerprint=%sR(N(RRRR(RR)t startIndext maxResultstgetFingerprintRtslicesR ((sT/Users/avi/Dropbox (Personal)/programming/banker.ai/corticaltest/CortiYelp/client.pyt text_slicesTs cCskd|j}|r-|dtj|ƒ7}nd}y|j|d|ƒ}Wntk rf}|GHnX|S(s#Get sentences and tokens for a texts"/rest/text/tokenize?retina_name=%ss &POStags=%sR(N(RRRRRR(RR)tposTagsRRR ((sT/Users/avi/Dropbox (Personal)/programming/banker.ai/corticaltest/CortiYelp/client.pyt text_tokenize`s  gð?c Cs”d|j||||f}|r3|d|7}nt|ƒtkrV|d|7}nd} y|j|d|ƒ} Wntk r} | GHnX| S(s#Get similar terms for an expressionsk/rest/expressions/similar_terms?retina_name=%s&start_index=%i&max_results=%i&sparsity=%f&get_fingerprint=%ss &pos_type=%ss&context_id=%iR(N(RR#R$RRR( RRR%R R R&tsparsityRRRR ((sT/Users/avi/Dropbox (Personal)/programming/banker.ai/corticaltest/CortiYelp/client.pyRms cCs‚d|j}d}|rD|rDdt|ƒdt|ƒd}nd}y|j|d|ƒ}Wntk r}}|GHnX|S(Ns/rest/compare?retina_name=%sR"s[ { "positions":s} , { "positions":s } ]R((RRRRR(Rt fingerprint1t fingerprint2RRRR ((sT/Users/avi/Dropbox (Personal)/programming/banker.ai/corticaltest/CortiYelp/client.pytcompare|s  % c Csè|j|}|}i}|j|ds