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    ¶œî`.  ã                   @   s    d dl Zd dlZd dlmZmZmZ d dlm	Z	 d dl
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 d¡Ze	 d¡Z	e	 dd„ e	D ƒ¡ e	 dd	d
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capitalize)Ú.0Úsr   r   ú)C:\Users\PC\Pytho\Projects\NLP\Process.pyÚ
<listcomp>   s     r   ú,ú`ú?z'sz''z``zn'tú(ú)ú;ú'Úreú!z--ú-Ú*z'reú:c                   @   s0   e Zd Zddd„Zdddddd	gefd
d„ZdS )ÚProcessé   c                 C   s
   || _ d S )N)Úm)Úselfr   r   r   r   Ú__init__   s    zProcess.__init__ZNNSZNNZADJZJJZJJRZVBc                    s*   t | ƒ}‡ fdd„tjD ƒ}d |¡} | S )Nc                    s   g | ]}|j ˆ kr|j‘qS r   )Ztag_Zlemma_)r	   Útoken©Úallowed_posr   r   r      s     
 z'Process.pre_process.<locals>.<listcomp>ú )Únlpr   ÚwordsÚjoin)Útextr    r   r#   Únew_textr   r   r   Úpre_process   s    
zProcess.pre_processN)r   )Ú__name__Ú
__module__Ú__qualname__r   r   r'   r   r   r   r   r      s   
r   )ÚpandasÚpdÚnumpyÚnpZsklearn.feature_extraction.textr   r   r   Znltk.corpusr   ZspacyÚloadr"   r#   Úextendr   r   r   r   r   Ú<module>   s   

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