aҳgs!rddlmZddlZddlmZmZdZgdZgdZGdd Z Gd d Z dS) ) annotationsN)Image _imagingmorphi) rr) r rrr r rr r rcNeZdZdZ ddd Zdd Zdd Zd dZd!dZd"dZ d#dZ dS)$ 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() Npatternslist[str] | Noneop_name str | NonereturnNonec|||_ng|_d|_|;ddgdgddgdgddggdd}||vrd |d }t||||_dSdS) N1:(... ... ...)->0z4:(00. 01. ...)->1z4:(... .0. .1.)->1z4:(... .0. ..1)->1z4:(... .1. .0.)->0z4:(... .1. ..0)->0)rz4:(.0. .1. ...)->1z4:(01. .1. ...)->1)corner dilation4 dilation8erosion4erosion8edgezUnknown pattern !)rlut Exception)selfrrknown_patternsmsgs L/var/www/html/mpstechhub/venv/lib/python3.11/site-packages/PIL/ImageMorph.py__init__zLutBuilder.__init__As  $DMMDM%)  /1EF2324HI1213GH  Nn,,3333nn$*73DMMM#   list[str]c&|xj|z c_dSNr)r!rs r$ add_patternszLutBuilder.add_patterns\s ! r&c|ddgdtfdttD|_dS)Nrrc36K|]}|zdkVdS)rN).0imsymbolss r$ z/LutBuilder.build_default_lut..bs0KKaWa!eq[1KKKKKKr&) bytearrayrangeLUT_SIZEr)r!r2r3s @@r$build_default_lutzLutBuilder.build_default_lut_sCa& KKKKK5??KKKKKr&bytearray | Nonec|jSr)r)r!s r$get_lutzLutBuilder.get_lutds xr&patternstr permutation list[int]cpt|dksJdfd|DS)zstring_permute takes a pattern and a permutation and returns the string permuted according to the permutation list. c3(K|] }|V dSr)r/)r0pr=s r$r4z-LutBuilder._string_permute..ls'77awqz777777r&)lenjoin)r!r=r?s ` r$_string_permutezLutBuilder._string_permutegsE;1$$$$ww7777;777777r& basic_patternoptions basic_resultintlist[tuple[str, int]]c||fg}d|vr\|dd}tdD]>}|||ddt|f?d|vrOt |}|d|D]5\}}|||t |f6d|vrt |}|d|D]l\}}|d d d d d d }dt|z }|||fm|S) zpattern_permute takes a basic pattern and its result and clones the pattern according to the modifications described in the $options parameter. It returns a list of all cloned patterns.4rr rMNN0Z1)r6appendrHROTATION_MATRIXrF MIRROR_MATRIXreplacerL) r!rIrJrKrresr1nr=s r$_pattern_permutezLutBuilder._pattern_permutensh #L12 '>>2,q/C1XX  ))(2,q/?KKSQ '>>H A (!  U U !5!5g}!M!Ms STTTT '>>H A (!  0 0 !//#s33;;CEEMMcSVWW#c((l#////r&r5c||jJg}|jD]}tjd|dd}|sd|zdz}t ||d}|d}t|d }|d ddd}|| |||z }g}|D]a}|d d d d d}| tj ||dfbttD]i} t| dd} ddt| z z| zddd} |D],\}} || rd dg| |j| <-j|jS)zlCompile all patterns into a morphology lut. TBD :Build based on (file) morphlut:modify_lut Nz(\w*):?\s*\((.+?)\)\s*->\s*(\d) rCzSyntax error in pattern ""rr r r.Xz[01]rSrBrP)r8rrresearchrYr grouprLr\rVcompiler6r7binrFmatch) r!rrEr2r#rJr=resultcompiled_patternsr1 bitpatternrs r$ build_lutzLutBuilder.build_luts    x### H HA Q>QRRA %1A5;nn$ggajjGggajjG__Fooc2..66tR@@G --gwGG GHH B BG ""3,,44S&AAA  $ $bjmmWQZ%@ A A A A x , ,AQJS__!45 BDDbDIJ/ , , ==,,,#$a&)DHQK ,xr&)NN)rrrrrr)rr'rr)rr)rr9)r=r>r?r@rr>)rIr>rJr>rKrLrrM)rr5) __name__ __module__ __qualname____doc__r%r+r8r<rHr\rmr/r&r$rrs!!HHL444446""""LLLL 8888@******r&rcReZdZdZ ddd ZddZddZddZddZddZ ddZ dS)MorphOpz*A class for binary morphological operatorsNrr9rrrrrrc||_|)t||_dS|)t||_dSdS)z&Create a binary morphological operatorN)rr*)rrrm)r!rrrs r$r%zMorphOp.__init__sc  !'222<<>>DHHH  !!8444>>@@DHHH" !r&image Image.Imagetuple[int, Image.Image]cJ|jd}t||jdkrd}t|t j|j|jd}tjt|j| | }||fS)zRun a single morphological operation on an image Returns a tuple of the number of changed pixels and the morphed imageNNo operator loadedLImage mode must be L) rr mode ValueErrorrnewsizerapplybytesgetim)r!rur#outimagecounts r$rz MorphOp.applys 8 &CC.. :  (CS// !9UZT::#E$(OOU[[]]HNNDTDTUUhr&list[tuple[int, int]]c|jd}t||jdkrd}t|t jt |j|S)zGet 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`.Nryrzr{)rr r|r}rrhrrr!rur#s r$rhz MorphOp.matchs^ 8 &CC.. :  (CS// !"5??EKKMMBBBr&c|jdkrd}t|tj|S)zGet a list of all turned on pixels in a binary image Returns a list of tuples of (x,y) coordinates of all matching pixels. See :ref:`coordinate-system`.rzr{)r|r}r get_on_pixelsrrs r$rzMorphOp.get_on_pixelss; :  (CS// !*5;;==999r&filenamer>c t|d5}t||_dddn #1swxYwYt |jt krd|_d}t |dS)z!Load an operator from an mrl filerbNzWrong size operator file!)openr5readrrFr7r )r!rfr#s r$load_lutzMorphOp.load_luts (D ! ! +Q **DH + + + + + + + + + + + + + + + tx==H $ $DH-CC..  % $s'AA Ac|jd}t|t|d5}||jddddS#1swxYwYdS)zSave an operator to an mrl fileNrywb)rr rwrite)r!rr#rs r$save_lutzMorphOp.save_luts 8 &CC.. (D ! ! Q GGDH                     sAAAc||_dS)z#Set the lut from an external sourceNr;)r!rs r$set_lutzMorphOp.set_luts r&)NNN)rr9rrrrrr)rurvrrw)rurvrr)rr>rr)rr9rr) rnrorprqr%rrhrrrrr/r&r$rsrss44!%"%) A A A A A C C C C : : : :!!!!r&rs) __future__rrcrCrrr7rWrXrrsr/r&r$rs#""""" """"""""   [[[[[[[[|NNNNNNNNNNr&