o iA @s ddlZddlZddlZddlZddlZddlZddlmZddlm Z gej dej dej dej dej dej dej dej dd ej d ej dej d ej dej d ej dej d ej dej dej dddej dej dej dej dej dej dej dej ddej dej dej dej dej dej dej dej ddej dej dej dej dej dej dej dej dej dej dej dej dej d ej dej d!ej dd"ej d#ej dej d$ej dej d%ej dej d&ej dej d'ej dej d(ej dej d)ej dej d*ej dej d+ej dej d,ej dej d-ej dej d.ej dej d/ej dej d0ej dej d1ej dZ ej d2e d3d4Zd5d6Zd7d8ZejjdCd:ejjd;edZej jej d2e ejed?d2ed@edFsz*test_tokenizer_explain..cSg|]}|dqSr3r6r3r3r9r:G)r tokenizerpytest importorskip sentencesexplain)r2r?examplessentencetokens debug_tokensr3r3r9test_tokenizer_explainAs  rHcCsltd}td}dddigi}t|||j|jd}dd|dD}d d|dD}||ks4JdS) Nz[\.]$z[/]za.ORTH)rules suffix_searchinfix_finditercSg|]}|jqSr3r5r6r3r3r9r:Uz:test_tokenizer_explain_special_matcher..za/a.cSr;r<r3r6r3r3r9r:Vr>)recompilersearchfinditerrC)en_vocab suffix_reinfix_rerJr?rFexplain_tokensr3r3r9&test_tokenizer_explain_special_matcherKs  rXcCsTdddigi}t||d}d}dd||D}dd||D}||ks(JdS)Nz:]rI)rJz: ]cSrMr3rNr6r3r3r9r:arOzEtest_tokenizer_explain_special_matcher_whitespace..cSr;r<r3r6r3r3r9r:br>)rrC)rTrJr?r5rFrWr3r3r91test_tokenizer_explain_special_matcher_whitespaceZsrYdraw max_n_wordsreturncsZdgddtjDdfddttjjd|dD}dd d|DS) as Composite strategy for fuzzily generating sentence with varying interpunctation. draw (hypothesis.strategies.DrawFn): Protocol for drawing function allowing to fuzzily pick from hypothesis' strategies. max_n_words (int): Max. number of words in generated sentence. RETURNS (str): Fuzzily generated sentence. |cSsg|]}t|qSr3)rPescape)r7pr3r3r9r:rsz%sentence_strategy..z\scs.g|]}tjjddtjgqS)r=)min_size) hypothesis strategiesr5 from_regex)r7_r[punctuation_and_space_regexr3r9r:ts ) min_value max_value cSsg|] }|D]}|qqSr3r3)r7 token_pairtokenr3r3r9r:~s)joinstring punctuationrangerbrcintegers)r[r\rEr3rfr9sentence_strategyfs   rs)rErEcCsht|j}tdd|}dd||D}dd||D}||ks2J|d|d|dS)z Tests whether output of tokenizer.explain() matches tokenizer output. Input generated by hypothesis. lang (str): Language to test. text (str): Fuzzily generated sentence to tokenize. z\s+rkcSrMr3rNr6r3r3r9r:rOz0test_tokenizer_explain_fuzzy..cSr;r<r3r6r3r3r9r:r>z, N)spacyblankr?rPsubstriprC)r2rEr?rFrGr3r3r9test_tokenizer_explain_fuzzys $rx)rZ)rProrbhypothesis.strategiesr@rtspacy.tokenizerr spacy.utilrparammarkslow LANGUAGES parametrizerHrXrYrc compositeDrawFnintstrrsxfailgivenrxr3r3r3r9s        !"#$%&'()*+,-. 2