o 6dB@szddlZGdddZGdddeZGdddeZGdd d eZGd d d eZGd d d eZGdddeZGdddeZGdddeZ GdddeZ GdddeZ GdddeZ GdddeZ GdddeZGdddeZGd d!d!eZGd"d#d#eZGd$d%d%eZGd&d'd'eZGd(d)d)eZGd*d+d+eZGd,d-d-eZGd.d/d/eZdS)0Nc@ eZdZdS)FilterN__name__ __module__ __qualname__rrfC:\Users\jesus\OneDrive\Desktop\erpjis_fastapi\backend\jisbackend\Lib\site-packages\PIL/ImageFilter.pyrrc@r)MultibandFilterNrrrrr r r r c@seZdZddZdS) BuiltinFiltercCs"|jdkr d}t||j|jS)NPcannot filter palette images)mode ValueErrorfilter filterargsselfimagemsgrrr rs  zBuiltinFilter.filterN)rrrrrrrr r s r c@seZdZdZdZdddZdS)Kernela( Create a convolution kernel. The current version only supports 3x3 and 5x5 integer and floating point kernels. In the current version, kernels can only be applied to "L" and "RGB" images. :param size: Kernel size, given as (width, height). In the current version, this must be (3,3) or (5,5). :param kernel: A sequence containing kernel weights. The kernel will be flipped vertically before being applied to the image. :param scale: Scale factor. If given, the result for each pixel is divided by this value. The default is the sum of the kernel weights. :param offset: Offset. If given, this value is added to the result, after it has been divided by the scale factor. NrcCsN|dur tdd|}|d|dt|krd}t|||||f|_dS)NcSs||SNr)abrrr <sz!Kernel.__init__..rz!not enough coefficients in kernel) functoolsreducelenrr)rsizeZkernelscaleoffsetrrrr __init__9s zKernel.__init__Nrrrr__doc__namer#rrrr r$src@s$eZdZdZdZddZddZdS) RankFilterao Create a rank filter. The rank filter sorts all pixels in a window of the given size, and returns the ``rank``'th value. :param size: The kernel size, in pixels. :param rank: What pixel value to pick. Use 0 for a min filter, ``size * size / 2`` for a median filter, ``size * size - 1`` for a max filter, etc. ZRankcCs||_||_dSrr rank)rr r*rrr r#P zRankFilter.__init__cCs>|jdkr d}t|||jd|jd}||j|jS)Nr r)rrexpandr Z rankfilterr*rrrr rTs zRankFilter.filterNrrrr&r'r#rrrrr r(Cs   r(c@eZdZdZdZdddZdS) MedianFilterz Create a median filter. Picks the median pixel value in a window with the given size. :param size: The kernel size, in pixels. ZMediancCs||_||d|_dS)Nr,r)rr rrr r#fzMedianFilter.__init__Nr1r%rrrr r0\r0c@r/) MinFilterz Create a min filter. Picks the lowest pixel value in a window with the given size. :param size: The kernel size, in pixels. ZMinr1cCs||_d|_dSr$r)r2rrr r#ur+zMinFilter.__init__Nr4r%rrrr r6kr5r6c@r/) MaxFilterz Create a max filter. Picks the largest pixel value in a window with the given size. :param size: The kernel size, in pixels. ZMaxr1cCs||_||d|_dS)Nrr)r2rrr r#r3zMaxFilter.__init__Nr4r%rrrr r7zr5r7c@s&eZdZdZdZd ddZddZdS) ModeFiltera! Create a mode filter. Picks the most frequent pixel value in a box with the given size. Pixel values that occur only once or twice are ignored; if no pixel value occurs more than twice, the original pixel value is preserved. :param size: The kernel size, in pixels. ZModer1cC ||_dSr)r r2rrr r# zModeFilter.__init__cC ||jSr)Z modefilterr rrrrr r zModeFilter.filterNr4r.rrrr r8s   r8c@s&eZdZdZdZdddZddZdS) GaussianBluraBlurs the image with a sequence of extended box filters, which approximates a Gaussian kernel. For details on accuracy see :param radius: Standard deviation of the Gaussian kernel. r,cCr9r)radius)rr?rrr r#r:zGaussianBlur.__init__cCr;r)Z gaussian_blurr?r<rrr rr=zGaussianBlur.filterN)r,r.rrrr r>s   r>c@s$eZdZdZdZddZddZdS)BoxBluraBlurs the image by setting each pixel to the average value of the pixels in a square box extending radius pixels in each direction. Supports float radius of arbitrary size. Uses an optimized implementation which runs in linear time relative to the size of the image for any radius value. :param radius: Size of the box in one direction. Radius 0 does not blur, returns an identical image. Radius 1 takes 1 pixel in each direction, i.e. 9 pixels in total. cCs|dkr d}t|||_dS)Nrzradius must be >= 0)rr?)rr?rrrr r#s zBoxBlur.__init__cCr;r)Zbox_blurr?r<rrr rr=zBoxBlur.filterNr.rrrr r@s   r@c@s&eZdZdZdZd ddZddZd S) UnsharpMaskaUnsharp mask filter. See Wikipedia's entry on `digital unsharp masking`_ for an explanation of the parameters. :param radius: Blur Radius :param percent: Unsharp strength, in percent :param threshold: Threshold controls the minimum brightness change that will be sharpened .. _digital unsharp masking: https://en.wikipedia.org/wiki/Unsharp_masking#Digital_unsharp_masking r,r1cCs||_||_||_dSr)r?percent threshold)rr?rCrDrrr r#s zUnsharpMask.__init__cCs||j|j|jSr)Z unsharp_maskr?rCrDr<rrr rszUnsharpMask.filterN)r,rBr1r.rrrr rAs   rAc@eZdZdZdZdS)BLURZBlur)rHr)rrrrrrrrrrrrrrrrrrrrrrrrrNrrrr'rrrrr rFrFc@rE)CONTOURZContour)r1r1r rPrPrPrPrPrPrPNrJrrrr rLrKrLc@rE)DETAILZDetail)rMr) rrPrrP rPrrPrNrJrrrr rRrKrRc@rE) EDGE_ENHANCEz Edge-enhance)rMr,r) rPrPrPrPrTrPrPrPrPNrJrrrr rUrKrUc@rE)EDGE_ENHANCE_MOREzEdge-enhance More)rMrr) rPrPrPrP rPrPrPrPNrJrrrr rV rKrVc@rE)EMBOSSZEmboss)rMr) rPrrrrrrrrNrJrrrr rXrKrXc@rE) FIND_EDGESz Find Edges)rMrrrONrJrrrr rZ"rKrZc@rE)SHARPENZSharpen)rMrIr) r\r\r\ r\r\r\r\NrJrrrr r[-rKr[c@rE)SMOOTHZSmooth)rM r) rrrrrHrrrrNrJrrrr r^8rKr^c@rE) SMOOTH_MOREz Smooth More)rGdr)rrrrrrrHrHrHrrrH,rHrrrHrHrHrrrrrrNrJrrrr r`CrKr`c@sReZdZdZdZdddZeddZedd d Z dd d Z ddZ ddZ dS) Color3DLUTaThree-dimensional color lookup table. Transforms 3-channel pixels using the values of the channels as coordinates in the 3D lookup table and interpolating the nearest elements. This method allows you to apply almost any color transformation in constant time by using pre-calculated decimated tables. .. versionadded:: 5.2.0 :param size: Size of the table. One int or tuple of (int, int, int). Minimal size in any dimension is 2, maximum is 65. :param table: Flat lookup table. A list of ``channels * size**3`` float elements or a list of ``size**3`` channels-sized tuples with floats. Channels are changed first, then first dimension, then second, then third. Value 0.0 corresponds lowest value of output, 1.0 highest. :param channels: Number of channels in the table. Could be 3 or 4. Default is 3. :param target_mode: A mode for the result image. Should have not less than ``channels`` channels. Default is ``None``, which means that mode wouldn't be changed. z Color 3D LUTr1Nc Ks|dvr d}t||||_}||_||_|dd}|d|d|d}d} d} t|d rCzddl} Wn tyBYnw| rst || j rs|rQ| }|j ||f||f|d|d|d|ffvrp| ||}n3d} n0|ryt|}|rt |dttfrg|}} | D]} t| |krd |d }t||| q| st|||krd |d |dd |dd |ddt| }t|||_dS)Nr1)Only 3 or 4 output channels are supported _copy_tableTrrr,Fshapez2The elements of the table should have a length of .zThe table should have either channels * size**3 float items or size**3 items of channels-sized tuples with floats. Table should be: xz. Actual length: )r _check_sizer channelsrgethasattrnumpy ImportError isinstanceZndarraycopyrhZreshapelisttuplerextendtable) rr rvrl target_modekwargsrZ copy_tableitemsZ wrong_sizeroZ raw_tableZpixelrrr r#ksj        zColor3DLUT.__init__c Csz|\}}}Wn ty}zd}t||d}~wty'|||f}Ynwdd|D}|D]}d|kr=dksDnd}t|q1|S)Nz>Size should be either an integer or a tuple of three integers.cSsg|]}t|qSr)int).0rjrrr sz*Color3DLUT._check_size..r,Az Size should be in [2, 65] range.)r TypeError)r _ersize_1drrr rks   zColor3DLUT._check_sizec Cs||\}}}|dvrd}t|dg||||} d} t|D],} t|D]%} t|D]} || |d| |d| |d| | | |<| |7} q/q)q#||||f| ||ddS)aSGenerates new LUT using provided callback. :param size: Size of the table. Passed to the constructor. :param callback: Function with three parameters which correspond three color channels. Will be called ``size**3`` times with values from 0.0 to 1.0 and should return a tuple with ``channels`` elements. :param channels: The number of channels which should return callback. :param target_mode: Passed to the constructor of the resulting lookup table. rdrfrrFrlrwrg)rkrrange)clsr callbackrlrwrsize_2dsize_3drrvidx_outrgrrrr generates,     zColor3DLUT.generateFc Cs|dvr d}t||j}|p|}|j\}} } dg|| | |} d} d} t| D]F}t| D]?}t|D]8}|j| | |}|rZ|||d|| d|| dg|R}n||}|| | | |<| |7} | |7} q6q0q*t||j| ||p||jddS)a#Transforms the table values using provided callback and returns a new LUT with altered values. :param callback: A function which takes old lookup table values and returns a new set of values. The number of arguments which function should take is ``self.channels`` or ``3 + self.channels`` if ``with_normals`` flag is set. Should return a tuple of ``self.channels`` or ``channels`` elements if it is set. :param with_normals: If true, ``callback`` will be called with coordinates in the color cube as the first three arguments. Otherwise, ``callback`` will be called only with actual color values. :param channels: The number of channels in the resulting lookup table. :param target_mode: Passed to the constructor of the resulting lookup table. )Nr1rerfrrFr)rrlr rrvtyper)rrZ with_normalsrlrwrZch_inZch_outrrrrvZidx_inrrrrvaluesrrr transformsD         zColor3DLUT.transformcCsX|jjd|jjjdj|jd|jdg}|jr$|d|jdd|S)Nz from zsize={:d}x{:d}x{:d}z channels=dz target_mode=z<{}> ) __class__rrvformatr rlrappendjoin)rrrrr __repr__s  zColor3DLUT.__repr__c CsDddlm}||jp |j|jj|j|jd|jd|jd|jS)Nr)Imagerr,) rZ color_lut_3drZ ResamplingZBILINEARrlr rv)rrrrrr rs  zColor3DLUT.filter)r1N)FNN) rrrr&r'r# staticmethodrk classmethodrrrrrrrr rcPs <   #6 rc)rrr r rr(r0r6r7r8r>r@rArFrLrRrUrVrXrZr[r^r`rcrrrr s0