o
    hT                     @   s   d Z ddlZddlZddlZddlZddlmZ ddlmZ ddl	m
  m  mZ ddlm
  m  mZ ddlmZ dhZdhZdd	 Zd
d Zdd Zdd Zedkr[e  dS dS )z
A script to prepare all MWT datasets.

For example, do
  python -m stanza.utils.datasets.prepare_mwt_treebank TREEBANK
such as
  python -m stanza.utils.datasets.prepare_mwt_treebank UD_English-EWT

and it will prepare each of train, dev, test
    N)CoNLL)treebank_to_short_name)contract_mwten	en_partutc                 C   sB   |  d| d| d}| d| d| d| d}t || d S )N/.z.gold.conlluz.conllu)shutilcopyfile)tokenizer_dirmwt_dir
short_namedatasetparticleinput_conllu_tokenizerinput_conllu_mwt r   e/var/www/html/env_mimamsha/lib/python3.10/site-packages/stanza/utils/datasets/prepare_mwt_treebank.pycopy_conllu   s   r   c              
   C   s   t d|   t| }t|jD ]3\}}t|jD ])\}}t|jdkrBddd |jD }|j	|krBt
d| ||j||j	|f qqd S )NzChecking the MWTs in %s    c                 s   s    | ]}|j V  qd S N)text).0xr   r   r   	<genexpr>(   s    z(check_mwt_composition.<locals>.<genexpr>zXUnexpected token composition in filename %s sentence %d id %s token %d: %s instead of %s)printr   	conll2doc	enumerate	sentencestokenslenwordsjoinr   
ValueErrorsent_id)filenamedocsent_idxsentence	token_idxtokenexpectedr   r   r   check_mwt_composition"   s   

r-   c                 C   s  t | }|d }tj|dd t }t|}||d< t }d|_d|_	t
| ||| t|||dd t|||dd	 t|||d
d	 dD ]}t|||}	t|||}
td|	|
f  t|	|
 qH|ddd }|tv r|tvrtd|  t| d| d t| d| d t| d| d t| d| d| d| d t| d| d| d| d W d    d S 1 sw   Y  d S )NMWT_DATA_DIRT)exist_okTOKENIZE_DATA_DIRFtrainindevgoldtest)r1   r3   r5   zCopying from %s to %s_r   r   zVLanguage %s is known to have all MWT composed of exactly its word pieces.  Checking...r   z.train.in.conlluz.dev.gold.conlluz.test.gold.conlluz.dev.in.conlluz.test.in.conllu)r   osmakedirstempfileTemporaryDirectorydictargparse	Namespaceaugmentprepare_labelsprepare_tokenizer_treebankprocess_treebankr   commonmwt_namer   r	   r
   splitKNOWN_COMPOSABLE_MWTSMWT_EXCEPTIONSr-   r   )treebank
model_typepathsargsr   r   r   tokenizer_argsshardsource_filenamedest_filenamelanguager   r   r   rA   ,   s>   
"rA   c                   C   s   t tt jj d S r   )rB   mainrA   	ModelTypeMWTr   r   r   r   rP   R   s   rP   __main__)__doc__r<   r7   r	   r9   stanza.utils.conllr   stanza.models.common.constantr   stanza.utils.datasets.commonutilsdatasetsrB   0stanza.utils.datasets.prepare_tokenizer_treebankr@   "stanza.utils.datasets.contract_mwtr   rE   rF   r   r-   rA   rP   __name__r   r   r   r   <module>   s&    
&
