a €¶Df#!ã@sXddlmZddlZddlmZmZdZgd¢Zgd¢ZGdd „d ƒZ Gd d „d ƒZ dS) é)Ú annotationsNé)ÚImageÚ _imagingmorphi) ééréérééé) r rrr r rr rrc@s„eZdZdZd ddddœdd„Zd dd œd d „Zdd œdd„Zdd œdd„Zddddœdd„Zdddddœdd„Z dd œdd„Z dS)!Ú LutBuilderaTA class for building a MorphLut from a descriptive language The input patterns is a list of a strings sequences like these:: 4:(... .1. 111)->1 (whitespaces including linebreaks are ignored). The option 4 describes a series of symmetry operations (in this case a 4-rotation), the pattern is described by: - . or X - Ignore - 1 - Pixel is on - 0 - Pixel is off The result of the operation is described after "->" string. The default is to return the current pixel value, which is returned if no other match is found. Operations: - 4 - 4 way rotation - N - Negate - 1 - Dummy op for no other operation (an op must always be given) - M - Mirroring Example:: lb = LutBuilder(patterns = ["4:(... .1. 111)->1"]) lut = lb.build_lut() Núlist[str] | Noneú str | NoneÚNone)ÚpatternsÚop_nameÚreturncCst|dur||_ng|_d|_|durpddgdgddgdgddggd¢dœ}||vrfd |d }t|ƒ‚|||_dS) Nú1:(... ... ...)->0z4:(00. 01. ...)->1z4:(... .0. .1.)->1z4:(... .0. ..1)->1z4:(... .1. .0.)->0z4:(... .1. ..0)->0)rz4:(.0. .1. ...)->1z4:(01. .1. ...)->1)ZcornerZ dilation4Z dilation8Zerosion4Zerosion8ZedgezUnknown pattern ú!)rÚlutÚ Exception)ÚselfrrZknown_patternsÚmsg©rú[/nfs/NAS7/SABIOD/METHODE/ermites/ermites_venv/lib/python3.9/site-packages/PIL/ImageMorph.pyÚ__init__As ú  zLutBuilder.__init__z list[str])rrcCs|j|7_dS©N©r)rrrrrÚ add_patterns\szLutBuilder.add_patterns)rcs.ddg‰d‰t‡‡fdd„ttƒDƒƒ|_dS)Nrréc3s|]}ˆ|ˆ@dkVqdS)rNr)Ú.0Úi©ÚmÚsymbolsrrÚ bóz/LutBuilder.build_default_lut..)Ú bytearrayÚrangeÚLUT_SIZEr©rrr#rÚbuild_default_lut_szLutBuilder.build_default_lutúbytearray | NonecCs|jSr©rr+rrrÚget_lutdszLutBuilder.get_lutÚstrz list[int])ÚpatternÚ permutationrcs(t|ƒdksJ‚d ‡fdd„|Dƒ¡S)z„string_permute takes a pattern and a permutation and returns the string permuted according to the permutation list. é Úc3s|]}ˆ|VqdSrr)r!Úp©r1rrr&lr'z-LutBuilder._string_permute..)ÚlenÚjoin)rr1r2rr6rÚ_string_permutegszLutBuilder._string_permuteÚintzlist[tuple[str, int]])Ú basic_patternÚoptionsÚ basic_resultrc Csæ||fg}d|vrJ|dd}tdƒD]"}| | |ddt¡|f¡q&d|vr†t|ƒ}|d|…D]\}}| | |t¡|f¡qfd|vrât|ƒ}|d|…D]>\}}| d d ¡ d d ¡ d d ¡}dt|ƒ}| ||f¡q¢|S) zÉpattern_permute takes a basic pattern and its result and clones the pattern according to the modifications described in the $options parameter. It returns a list of all cloned patterns.Ú4éÿÿÿÿrr rÚMNÚNÚ0ÚZÚ1)r)Úappendr9ÚROTATION_MATRIXr7Ú MIRROR_MATRIXÚreplacer:) rr;r<r=rÚresr"Únr1rrrÚ_pattern_permutens$   ÿ zLutBuilder._pattern_permuter(c CsH| ¡|jdusJ‚g}|jD]x}t d| dd¡¡}|sPd|d}t|ƒ‚| d¡}| d¡}t| d ¡ƒ}| d d¡ dd¡}||  |||¡7}q g}|D]4}|d  d d ¡ d d¡}|  t  |¡|df¡q¢t t ƒD]`} t| ƒdd…} ddt| ƒ| ddd…} |D](\}} | | ¡rd dg| |j| <qqà|jS)zlCompile all patterns into a morphology lut. TBD :Build based on (file) morphlut:modify_lut Nz(\w*):?\s*\((.+?)\)\s*->\s*(\d)Ú r4zSyntax error in pattern "ú"rr rú rÚ.ÚXz[01]rBr3r?)r,rrÚreÚsearchrHrÚgroupr:rKrEÚcompiler)r*Úbinr7Úmatch) rrr5r$rr<r1ÚresultZcompiled_patternsr"Z bitpatternÚrrrrÚ build_lutŽs0       zLutBuilder.build_lut)NN) Ú__name__Ú __module__Ú __qualname__Ú__doc__rrr,r/r9rKrYrrrrr s$ÿ r c@s€eZdZdZddddddœdd „Zd d œd d „Zd d œdd„Zd d œdd„Zdddœdd„Zdddœdd„Z dddœdd„Z dS)ÚMorphOpz*A class for binary morphological operatorsNr-rrr)rrrrcCs<||_|dur t|d ¡|_n|dur8t|d ¡|_dS)z&Create a binary morphological operatorN)rr)rr rY)rrrrrrrr¾s zMorphOp.__init__z Image.Image)ÚimagecCsb|jdurd}t|ƒ‚|jdkr,d}t|ƒ‚t |j|jd¡}t t |jƒ|j j |j j ¡}||fS)z‡Run a single morphological operation on an image Returns a tuple of the number of changed pixels and the morphed imageNúNo operator loadedÚLúImage mode must be L) rrÚmodeÚ ValueErrorrÚnewÚsizerÚapplyÚbytesÚimÚid)rr_rZoutimageÚcountrrrrgËs  z MorphOp.applycCsB|jdurd}t|ƒ‚|jdkr,d}t|ƒ‚t t|jƒ|jj¡S)zÈGet a list of coordinates matching the morphological operation on an image. Returns a list of tuples of (x,y) coordinates of all matching pixels. See :ref:`coordinate-system`.Nr`rarb) rrrcrdrrVrhrirj©rr_rrrrrVÛs  z MorphOp.matchcCs$|jdkrd}t|ƒ‚t |jj¡S)z©Get a list of all turned on pixels in a binary image Returns a list of tuples of (x,y) coordinates of all matching pixels. See :ref:`coordinate-system`.rarb)rcrdrÚ get_on_pixelsrirjrlrrrrmês zMorphOp.get_on_pixelsr0)ÚfilenamercCs\t|dƒ}t| ¡ƒ|_Wdƒn1s.0Yt|jƒtkrXd|_d}t|ƒ‚dS)z!Load an operator from an mrl fileÚrbNzWrong size operator file!)Úopenr(Úreadrr7r*r)rrnÚfrrrrÚload_lutõs  ,zMorphOp.load_lutcCsP|jdurd}t|ƒ‚t|dƒ}| |j¡Wdƒn1sB0YdS)zSave an operator to an mrl fileNr`Úwb)rrrpÚwrite)rrnrrrrrrÚsave_lutÿs   zMorphOp.save_lut)rrcCs ||_dS)z#Set the lut from an external sourceNr.)rrrrrÚset_lutszMorphOp.set_lut)NNN) rZr[r\r]rrgrVrmrsrvrwrrrrr^»sü   r^) Ú __future__rrQr4rrr*rFrGr r^rrrrÚs