
    i                        d dl mZmZ d dlmZ ddlmZmZ ddlm	Z	 ddl
mZ ddlmZ dd	lmZ dd
lmZ ddlmZ  G d de      Z G d de      Zej-                  ddgdddddidddi      dedee   dededed ee   fd!       ZdgZy)"    )CallableOptional)Model   )BaseDefaultsLanguage   )EnglishLemmatizer)	LEX_ATTRS)TOKENIZER_INFIXES)
STOP_WORDS)SYNTAX_ITERATORS)TOKENIZER_EXCEPTIONSc                        e Zd ZeZeZeZe	Z
eZy)EnglishDefaultsN)__name__
__module____qualname__r   tokenizer_exceptionsr   infixesr   lex_attr_gettersr   syntax_iteratorsr   
stop_words     g/var/www/vps2.regionflexible.com/Desarrollo/venv/lib/python3.12/site-packages/spacy/lang/en/__init__.pyr   r      s    /G 'Jr   r   c                       e Zd ZdZeZy)EnglishenN)r   r   r   langr   Defaultsr   r   r   r   r      s    DHr   r   
lemmatizerztoken.lemmaNruleFz@scorerszspacy.lemmatizer_scorer.v1)modelmode	overwritescorer	lemma_accg      ?)assignsdefault_configdefault_score_weightsnlpr$   namer%   r&   r'   c                 8    t        | j                  |||||      S )N)r%   r&   r'   )r
   vocab)r,   r$   r-   r%   r&   r'   s         r   make_lemmatizerr0      s"    & 		5$TYv r   )typingr   r   	thinc.apir   languager   r   r"   r
   	lex_attrsr   punctuationr   r   r   r   r   r   r   r   r   factorystrboolr0   __all__r   r   r   <module>r:      s    %  . )   * " . 6l h 
 	O;<	 ',  

	
E?
 
 	

 
 X


 +r   