o
    h&                     @   s   d 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	Z	 ddl
mZ ddl
mZ ddlm  mZ dZd	d
 ZedkrDe  dS dS )z
For a dataset produced by prepare_sentiment_dataset, add constituency parses.

Obviously this will only work on languages that have a constituency parser
    N)read_dataset)WVType)resplit_mwt)prepare_sentiment_dataset)process_utils)traindevtestc                     s  t  } | jdtdd | jdtdd | jdtd dd | jd	td d
d | jdtd dd | jdddd | jdtd dd |   tj jrw jg} j	rW j	g}n|} j
svtj j\}}|dd  _
td j
|f  nKt  fddtD } j	r fddtD }n|}|D ]}tj|std|  t j  nq j
s jdd\ _
}td j
   j
dddddd}i } jd ur؈ j|d <  jd ur j|d!< |r||d"<  jd ur j|d#< tjd-i |} jrtj j
d$d%}d&|jv rtd' n
td( j
  d) _t||D ]e\}}	t|tjd}
d*d |
D } jrTtd+t|
|f  t||}td,t|
|f  ||}ntd,t|
|f  ||}t|
t|jksnJ t|
|jD ]	\}}|j |_ qtt!"|	|
 q d S ).Ndatasetz%Dataset (or a single file) to process)typehelpz--outputz3Write the processed data here instead of clobberingz--constituency_packagez%Constituency model to use for parsing)r   defaultr   z--constituency_modelz&Specific model file to use for parsingz--retag_packagez!Which tagger to use for retaggingz--split_mwt
store_truez=Split MWT from the original sentences if the language has MWT)actionr   z--langzZWhich language the dataset/file is in.  If not specified, will try to use the dataset name_r   z)Guessing lang=%s based on the filename %sc                    (   g | ]}t jd  d j|f qS SENTIMENT_DATA_DIRz
%s.%s.json)ospathjoinr
   .0shardargspaths k/var/www/html/env_mimamsha/lib/python3.10/site-packages/stanza/utils/datasets/sentiment/add_constituency.py
<listcomp>.      ( zmain.<locals>.<listcomp>c                    r   r   )r   r   r   outputr   r   r   r   r   0   r    z9Cannot find expected dataset file %s - rebuilding dataset   z*Guessing lang=%s based on the dataset nameztokenize,pos,constituencyT2   )lang
processorstokenize_pretokenizedpos_batch_sizepos_tqdmconstituency_tqdmconstituencypospackageconstituency_model_pathtokenize)r$   r%   mwtzBThis language has MWT.  Will resplit any MWTs found in the datasetz7--split_mwt was requested, but %s does not support MWT!Fc                 S   s   g | ]}|j qS r   )text)r   xr   r   r   r   Y   s    z'Resplitting MWT in %d sentences from %szParsing %d sentences from %sr   )#argparseArgumentParseradd_argumentstr
parse_argsr   r   existsr
   r!   r$   splitprintdefault_pathsget_default_pathsSHARDSr   mainconstituency_packageretag_packageconstituency_modelstanzaPipeline	split_mwtr%   zipr   r   OTHERlenr   	sentencesr*   r   
write_list)parserexpected_filesoutput_filesr   filenamepipeline_argsr,   pipemwt_pipeoutput_filenamer
   r0   docdatumsentencer   r   r   r=      s   









r=   __main__)__doc__r2   r   rA   stanza.models.classifiers.datar   stanza.models.classifiers.utilsr   stanza.models.mwt.utilsr   stanza.utils.datasets.sentimentr   r   stanza.utils.default_pathsutilsr:   r<   r=   __name__r   r   r   r   <module>   s    U
