o
    ä›eŒ  ã                   @  s*   d dl mZ d dlZG dd„ dƒZeZdS )é    )ÚannotationsNc                   @  sf   e Zd Zddd„Zdd„ Zdd„ Zdd	„ Zd
d„ Zdd„ Zdd„ Z	dd„ Z
dd„ Zdd„ Zdd„ ZdS )ÚStatNc                 C  sn   z|r
|  |¡| _n|  ¡ | _W n ty   || _Y nw t| jtƒs)d}t|ƒ‚ttt| jƒd ƒƒ| _d S )Nz$first argument must be image or listé   )	Ú	histogramÚhÚAttributeErrorÚ
isinstanceÚlistÚ	TypeErrorÚrangeÚlenÚbands)ÚselfÚimage_or_listÚmaskÚmsg© r   ú@/var/www/html/venv/lib/python3.10/site-packages/PIL/ImageStat.pyÚ__init__   s   
€
ÿzStat.__init__c                 C  s8   |dd… dkrt |ƒ‚t| d| ƒƒ }t| ||ƒ |S )zCalculate missing attributeNé   Ú_get)r   ÚgetattrÚsetattr)r   ÚidÚvr   r   r   Ú__getattr__*   s
   zStat.__getattr__c                   s*   dd„ ‰ ‡ ‡fdd„t dtˆjƒdƒD ƒS )z-Get min/max values for each band in the imagec                 S  sV   d\}}t dƒD ]
}| | r|} nqt dddƒD ]}| | r&|} ||fS q||fS )N)éÿ   r   r   r   éÿÿÿÿ)r   )r   Úres_minÚres_maxÚir   r   r   Úminmax6   s   þýz Stat._getextrema.<locals>.minmaxc                   s   g | ]}ˆ ˆj |d … ƒ‘qS ©N)r   ©Ú.0r    ©r!   r   r   r   Ú
<listcomp>B   s    z$Stat._getextrema.<locals>.<listcomp>r   r   ©r   r   r   ©r   r   r%   r   Ú_getextrema3   s   "zStat._getextremac                   s    ‡ fdd„t dtˆ jƒdƒD ƒS )z(Get total number of pixels in each layerc                   s"   g | ]}t ˆ j||d  … ƒ‘qS )r   )Úsumr   r#   r(   r   r   r&   F   s   " z"Stat._getcount.<locals>.<listcomp>r   r   r'   r(   r   r(   r   Ú	_getcountD   s    zStat._getcountc                 C  sR   g }t dt| jƒdƒD ]}d}t dƒD ]}||| j||   7 }q| |¡ q|S )z#Get sum of all pixels in each layerr   r   ç        )r   r   r   Úappend)r   r   r    Ú	layer_sumÚjr   r   r   Ú_getsumH   s   zStat._getsumc                 C  sZ   g }t dt| jƒdƒD ]}d}t dƒD ]}||d t| j||  ƒ 7 }q| |¡ q|S )z+Get squared sum of all pixels in each layerr   r   r,   é   )r   r   r   Úfloatr-   )r   r   r    Úsum2r/   r   r   r   Ú_getsum2S   s    zStat._getsum2c                   ó   ‡ fdd„ˆ j D ƒS )z&Get average pixel level for each layerc                   s    g | ]}ˆ j | ˆ j|  ‘qS r   )r*   Úcountr#   r(   r   r   r&   `   s     z!Stat._getmean.<locals>.<listcomp>©r   r(   r   r(   r   Ú_getmean^   ó   zStat._getmeanc                 C  sd   g }| j D ]*}d}| j| d }|d }tdƒD ]}|| j||   }||kr) nq| |¡ q|S )z%Get median pixel level for each layerr   r1   r   )r   r6   r   r   r-   )r   r   r    ÚsÚhalfÚbr/   r   r   r   Ú
_getmedianb   s   
ÿzStat._getmedianc                   r5   )zGet RMS for each layerc                   s&   g | ]}t  ˆ j| ˆ j|  ¡‘qS r   )ÚmathÚsqrtr3   r6   r#   r(   r   r   r&   s   s   & z Stat._getrms.<locals>.<listcomp>r7   r(   r   r(   r   Ú_getrmsq   r9   zStat._getrmsc                   r5   )zGet variance for each layerc                   s8   g | ]}ˆ j | ˆ j| d  ˆ j|   ˆ j|  ‘qS )g       @)r3   r*   r6   r#   r(   r   r   r&   w   s    *ÿÿz Stat._getvar.<locals>.<listcomp>r7   r(   r   r(   r   Ú_getvaru   s   
þzStat._getvarc                   r5   )z%Get standard deviation for each layerc                   s   g | ]
}t  ˆ j| ¡‘qS r   )r>   r?   Úvarr#   r(   r   r   r&   ~   s    z#Stat._getstddev.<locals>.<listcomp>r7   r(   r   r(   r   Ú
_getstddev|   r9   zStat._getstddevr"   )Ú__name__Ú
__module__Ú__qualname__r   r   r)   r+   r0   r4   r8   r=   r@   rA   rC   r   r   r   r   r      s    
	r   )Ú
__future__r   r>   r   ÚGlobalr   r   r   r   Ú<module>   s   e