
    #
3j                         S SK r S SKrS SKrS SKrS SKrS SKJr  S SKrS SKrSSK	J
r
  SSKJr  SSKJr  \R                  " SSS	9\R                   " S
SS\R"                  " \5      SSSS9\R                   " SSSSSS9\R                   " SSS\SSS9\R                   " SSS\SSS9\R                   " SSS\SSS9\R                   " S S!SSS"S9\R                   " S#S$SSS%S9\R                   " S&S'S(\\\\4S)S*S+9\R                   " S,S-\S.9\R                   " S/S0\S1S29\R(                  " S3\S.9\R(                  " S4\S.9S5\S6\S3\S4\S7\S8S4S9 j5       5       5       5       5       5       5       5       5       5       5       5       5       rg):    N)IO   )remove)new_session)sessions_namesbzfor a byte stream as input)namehelpz-mz--modelu2netTz
model name)defaulttypeshow_defaultshow_choicesr
   z-az--alpha-mattingzuse alpha matting)is_flagr   r
   z-afz$--alpha-matting-foreground-threshold   ztrimap fg threshold)r   r   r   r
   z-abz$--alpha-matting-background-threshold
   ztrimap bg thresholdz-aez--alpha-matting-erode-sizez
erode sizez-omz--only-maskzoutput only the maskz-ppmz--post-process-maskzpost process the maskz-bgcz	--bgcolor)r   r   r   r      zABackground color (R G B A) to replace the removed background with)r   r   nargsr
   z-xz--extras)r   z-oz--output_specifierzCprintf-style specifier for output filenames (e.g. 'output-%d.png')))r   r
   image_widthimage_heightmodelextrasoutput_specifierreturnc                   ^^^^^^	^
^ U(       a&   TR                  [        R                  " U5      5        [        U 40 TD6mTT-  S-  mT(       a  [        R                  R                  [        R                  R                  [        R                  R                  T5      5      5      n[        R                  R                  U5      (       d  [        R                  " USS9  S[        R                  R                  S[         4S jm
S m	UU	UUU
UUU4S	 jn["        R$                  " U" 5       5        g
! [         a    [        R
                  " S5      ef = f)a  
Command-line interface for processing images by removing the background using a specified model and generating a mask.

This CLI command takes several options and arguments to configure the background removal process and save the processed images.

Parameters:
    model (str): The name of the model to use for background removal.
    extras (str): Additional options in JSON format that can be passed to customize the background removal process.
    image_width (int): The width of the input images in pixels.
    image_height (int): The height of the input images in pixels.
    output_specifier (str): A printf-style specifier for the output filenames. If specified, the processed images will be saved to the specified output directory with filenames generated using the specifier.
    **kwargs: Additional keyword arguments that can be used to customize the background removal process.

Returns:
    None
z"extras must be a valid JSON string   T)exist_okimgr   c                 l    [         R                  " 5       nU R                  USS9  UR                  5       $ )NPNGformat)ioBytesIOsavegetvalue)r   buffs     R/home/wildlama/miniconda3/lib/python3.13/site-packages/rembg/commands/b_command.pyimg_to_byte_array$b_command.<locals>.img_to_byte_array   s)    zz|e$}}    c                    ^#    [         R                  " 5       n [         R                  " 5       n[         R                  " U5      mU R	                  U4S j[
        R                  5      I S h  vN   U R                  [         R                  R                  [
        R                  5      I S h  vN u  p#[         R                  " X#X5      nX4$  N` N"7f)Nc                     > T $ )N )protocols   r(   <lambda>9b_command.<locals>.connect_stdin_stdout.<locals>.<lambda>   s    Xr+   )asyncioget_event_loopStreamReaderStreamReaderProtocolconnect_read_pipesysstdinconnect_write_pipestreamsFlowControlMixinstdoutStreamWriter)loopreaderw_transport
w_protocolwriterr/   s        @r(   connect_stdin_stdout'b_command.<locals>.connect_stdin_stdout   s     %%'%%'//7$$%5syyAAA(,(?(?OO,,cjj)
 #
 %%kvL~ 	B#
s$   A(C+C,?C+C,!CCc                    >#    T" 5       I S h  vN u  pSn  U R                  T5      I S h  vN nU(       d  g [        R                  R                  ST	T4U5      n[	        U4ST0TD6nT(       a  UR                  TU-  SS9  OUR                  T
" U5      5        US-  nM   N Nx! [        R                   a     g f = f7f)Nr   RGBsessionr    r!      )	readexactlyPILImage	frombytesr   r%   writer2   IncompleteReadError)r?   rB   idx	img_bytesr   outputbytes_per_imgrC   r   r   r)   kwargsr   rG   s         r(   mainb_command.<locals>.main   s     355"("4"4]"CC	 ii))%+|1LiX?W??#KK!1C!7KGLL!26!:;q  6
 D .. sM   CB$	CB( B&B( CA(B( "C&B( (B?<C>B??CN)updatejsonloads	ExceptionclickBadParameterr   ospathdirnameabspath
expanduserisdirmakedirsrJ   rK   bytesr2   run)r   r   r   r   r   rS   
output_dirrT   rR   rC   r)   rG   s     ````  @@@@r(   	b_commandrf      s    R 	KMM$**V,- %*6*G,.2MWW__GGOOBGG../?@A

 ww}}Z((KK
T2syy 5 
 , KKm  	K$$%IJJ	Ks   %D4 4!E)r2   r#   rW   r\   r7   typingr   rZ   rJ   bgr   session_factoryr   sessionsr   commandoptionChoiceintstrargumentrf   r.   r+   r(   <module>rq      s$    	  	 
   
  ) % 		% 	n	%	 	 	*		 	*		 	 		 		 
	  

sC	
	L dJS)		N	 	 	QQQ Q 	Q
 Q 
Q		 *	bQr+   