
     `i;                         d Z ddlZddlmZ ddlmZmZ ddlmZm	Z	m
Z
  G d de          Z G d	 d
e	d          Z G d de
          ZdgZdS )z&
Image/Text processor class for FLAVA
    N)Iterable)OptionalUnion   )ImagesKwargsProcessingKwargsProcessorMixinc                      e Zd ZU ee         ed<   ee         ed<   ee         ed<   ee         ed<   ee         ed<   ee         ed<   ee         ed<   ee         ed<   ee         ed	<   ee         ed
<   ee         ed<   ee         ed<   ee         ed<   ee         ed<   eeeef                  ed<   ee         ed<   ee         ed<   eeee	e         f                  ed<   eeee	e         f                  ed<   dS )FlavaImagesKwargsreturn_image_maskinput_size_patchestotal_mask_patchesmask_group_min_patchesmask_group_max_patchesmask_group_min_aspect_ratiomask_group_max_aspect_ratioreturn_codebook_pixelscodebook_do_resizecodebook_sizecodebook_resamplecodebook_do_center_cropcodebook_crop_sizecodebook_do_rescalecodebook_rescale_factorcodebook_do_map_pixelscodebook_do_normalizecodebook_image_meancodebook_image_stdN)
__name__
__module____qualname__r   bool__annotations__intfloatr   r        ~/home/jaya/work/projects/VOICE-AGENT/VIET/agent-env/lib/python3.11/site-packages/transformers/models/flava/processing_flava.pyr   r      sj        ~%%% %%% %%%$SM)))$SM)))!)%000!)%000$TN*** &&&D>!!!}$$$%d^+++ %%%!$'''%eCJ&78888$TN***#D>)))!%x(>"?@@@@ uhuo'=!>??????r'   r   c                       e Zd ZU eed<   i ZdS )FlavaProcessorKwargsimages_kwargsN)r   r    r!   r   r#   	_defaultsr&   r'   r(   r*   r*   2   s!         $$$$IIIr'   r*   F)totalc                   d     e Zd ZdZddgZdZdZeZd
 fd	Z	e
d             Ze
d	             Z xZS )FlavaProcessora  
    Constructs a FLAVA processor which wraps a FLAVA image processor and a FLAVA tokenizer into a single processor.

    [`FlavaProcessor`] offers all the functionalities of [`FlavaImageProcessor`] and [`BertTokenizerFast`]. See the
    [`~FlavaProcessor.__call__`] and [`~FlavaProcessor.decode`] for more information.

    Args:
        image_processor ([`FlavaImageProcessor`], *optional*): The image processor is a required input.
        tokenizer ([`BertTokenizerFast`], *optional*): The tokenizer is a required input.
    image_processor	tokenizerFlavaImageProcessor)BertTokenizerBertTokenizerFastNc                     d }d|v r/t          j        dt                     |                    d          }||n|}t	                                          ||           | j        | _        d S )Nfeature_extractorzhThe `feature_extractor` argument is deprecated and will be removed in v5, use `image_processor` instead.)warningswarnFutureWarningpopsuper__init__r0   current_processor)selfr0   r1   kwargsr6   	__class__s        r(   r<   zFlavaProcessor.__init__H   s     &((M  
 !'

+> ? ?-<-H//N_)444!%!5r'   c                 D    t          j        dt                     | j        S )Nzg`feature_extractor_class` is deprecated and will be removed in v5. Use `image_processor_class` instead.)r7   r8   r9   image_processor_classr>   s    r(   feature_extractor_classz&FlavaProcessor.feature_extractor_classV   s'    u	
 	
 	
 ))r'   c                 D    t          j        dt                     | j        S )Nz[`feature_extractor` is deprecated and will be removed in v5. Use `image_processor` instead.)r7   r8   r9   r0   rC   s    r(   r6   z FlavaProcessor.feature_extractor^   s'    i	
 	
 	
 ##r'   )NN)r   r    r!   __doc__
attributesrB   tokenizer_classr*   valid_processor_kwargsr<   propertyrD   r6   __classcell__)r@   s   @r(   r/   r/   7   s        	 	 $[1J1<O16 6 6 6 6 6 * * X* $ $ X$ $ $ $ $r'   r/   )rF   r7   collections.abcr   typingr   r   processing_utilsr   r   r	   r   r*   r/   __all__r&   r'   r(   <module>rP      s      $ $ $ $ $ $ " " " " " " " " N N N N N N N N N N@ @ @ @ @ @ @ @0    +5    
-$ -$ -$ -$ -$^ -$ -$ -$` 
r'   