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How to use composite method in pandera
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ekrita.py
Source:ekrita.py 
1#-----------------------------------------------------------------------------2# PyKritaToolKit3# Copyright (C) 2019-2021 - Grum9994#5# A toolkit to make pykrita plugin coding easier :-)6# -----------------------------------------------------------------------------7# This program is free software: you can redistribute it and/or modify8# it under the terms of the GNU General Public License as published by9# the Free Software Foundation, either version 3 of the License, or10# (at your option) any later version.11#12# This program is distributed in the hope that it will be useful,13# but WITHOUT ANY WARRANTY; without even the implied warranty of14# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.15# See the GNU General Public License for more details.16#17# You should have received a copy of the GNU General Public License18# along with this program.19# If not, see https://www.gnu.org/licenses/20# -----------------------------------------------------------------------------21# -----------------------------------------------------------------------------22from enum import Enum23import re24from ..pktk import *25from krita import (26 Document,27 Node,28 Resource29 )30from PyQt5.QtCore import (31 QByteArray,32 QEventLoop,33 QMimeData,34 QPoint,35 QRect,36 QTimer,37 QUuid,38 )39from PyQt5.QtGui import (40 QGuiApplication,41 QKeySequence,42 QImage,43 QPixmap,44 qRgb45 )46from PyQt5.QtWidgets import (47 QWidget,48 QToolButton,49 QListView50 )51from PyQt5.Qt import (QObject, QMdiArea, QAbstractScrollArea)52# -----------------------------------------------------------------------------53class EKritaWindow:54 @staticmethod55 def scrollbars(window=None):56 """Return scrollbar instances of window57 If `window` is None, use active window58 Return a tuple (horizontalScrollBar, verticalScrollBar)59 If there's no active window, return None60 """61 window=Krita.instance().activeWindow()62 if window is None:63 return None64 qtWindow = Krita.instance().activeWindow().qwindow()65 mdiArea = qtWindow.centralWidget().findChild(QMdiArea)66 subWindow = mdiArea.activeSubWindow()67 scrollArea = subWindow.findChild(QAbstractScrollArea)68 return (scrollArea.horizontalScrollBar(), scrollArea.verticalScrollBar())69class EKritaBrushPreset:70 """Allows 'secured' access to brushes preset71 The main cases:72 - Default brush preset used is not availables73 - Brush preset saved (in a plugin) is not available anymore74 In both case, we need to be able to manage properly acces to resources75 The EKritaBrushPreset class provides static methods to acces to brushes in 'secure' way76 There's a third case we won't manage (not a normal case, hope this will be fixed)77 https://krita-artists.org/t/second-beta-for-krita-5-0-help-in-testing-krita/30262/19?u=grum99978 """79 # define some brushes preset we can consider to be used as default80 __DEFAUL_BRUSH_NAMES=['b) Basic-5 Size',81 'b) Basic-1',82 'c) Pencil-2',83 'd) Ink-2 Fineliner',84 'd) Ink-3 Gpen'85 ]86 __brushes=None87 __presetChooserWidget=None88 @staticmethod89 def initialise():90 """Initialise brushes names"""91 EKritaBrushPreset.__brushes=Krita.instance().resources("preset")92 @staticmethod93 def getName(name=None):94 """Return preset name from name95 Given `name` can be a <str> or a <Resource> (preset)96 If brush preset is found, return brush preset name97 Otherwise if can't be found in presets, return the default brush name98 """99 if EKritaBrushPreset.__brushes is None:100 EKritaBrushPreset.initialise()101 if isinstance(name, Resource):102 name=name.name()103 if name in EKritaBrushPreset.__brushes:104 # asked brush found, return it105 return name106 else:107 # asked brush not found, search for a default brush108 for brushName in EKritaBrushPreset.__DEFAUL_BRUSH_NAMES:109 if brushName in EKritaBrushPreset.__brushes:110 # default brush found, return it111 return brushName112 # default brush not found :-/113 # return current brush from view114 if Krita.instance().activeWindow() and Krita.instance().activeWindow().activeView():115 brushName=Krita.instance().activeWindow().activeView().currentBrushPreset().name()116 else:117 brushName=None118 if brushName in EKritaBrushPreset.__brushes:119 # asked brush found, return it120 return brushName121 # weird..122 #Â but can happen!123 # https://krita-artists.org/t/second-beta-for-krita-5-0-help-in-testing-krita/30262/19?u=grum999124 if len(EKritaBrushPreset.__brushes)>0:125 # return the first one...126 return EKritaBrushPreset.__brushes[list(EKritaBrushPreset.__brushes.keys())[0]].name()127 # this case should never occurs I hope!!128 raise EInvalidStatus('Something weird happened!\n- Given brush name "'+name+'" was not found\n- Current brush "'+brushName+'" returned bu Krita doesn\'t exist\n- Brush preset list returned by Krita is empty\n\nCan\'t do anything...')129 @staticmethod130 def getPreset(name=None):131 """Return preset for given name132 Given `name` can be a <str> or a <Resource> (preset)133 If brush preset is found, return brush preset134 Otherwise if can't be found in presets, return the default brush preset135 """136 if EKritaBrushPreset.__brushes is None:137 EKritaBrushPreset.initialise()138 return EKritaBrushPreset.__brushes[EKritaBrushPreset.getName(name)]139 @staticmethod140 def found(name):141 """Return if brush preset (from name) exists and can be used"""142 return EKritaBrushPreset.getName(name)==name143 @staticmethod144 def presetChooserWidget():145 """Return preset chooser on which 'currentResourceChanged' signal can be146 connected147 EKritaBrushPreset.presetChooserWidget().currentResourceChanged.connect(myFunction)148 Solution provided by @KnowZero on KA149 https://krita-artists.org/t/it-is-sane-for-a-plugin-to-capture-krita-internal-signal/32475/6150 """151 if EKritaBrushPreset.__presetChooserWidget is None:152 window=Krita.instance().activeWindow().qwindow()153 widget=window.findChild(QWidget, 'ResourceChooser')154 EKritaBrushPreset.__presetChooserWidget=widget.findChild(QListView,'ResourceItemview')155 return EKritaBrushPreset.__presetChooserWidget156class EKritaShortcuts:157 """Manage shortcuts"""158 @staticmethod159 def checkIfExists(keySequence):160 """Check if given `keySequence` is already used by a Krita action161 Return a list of action using the sequence162 """163 returned=[]164 actions=Krita.instance().actions()165 for action in actions:166 shortcuts=action.shortcuts()167 for shortcut in shortcuts:168 if keySequence.matches(shortcut)==QKeySequence.ExactMatch:169 returned.append(action)170 break171 return returned172class EKritaPaintToolsId:173 """Paint tools Id"""174 TOOL_BRUSH= 'KritaShape/KisToolBrush'175 TOOL_LINE= 'KritaShape/KisToolLine'176 TOOL_RECTANGLE= 'KritaShape/KisToolRectangle'177 TOOL_ELLIPSE= 'KritaShape/KisToolEllipse'178 TOOL_POLYGON= 'KisToolPolygon'179 TOOL_POLYLINE= 'KisToolPolyline'180 TOOL_PATH= 'KritaShape/KisToolPath'181 TOOL_PENCIL= 'KisToolPencil'182 TOOL_DYNAMIC_BRUSH= 'KritaShape/KisToolDyna'183 TOOL_MULTI_BRUSH= 'KritaShape/KisToolMultiBrush'184class EKritaPaintTools:185 """Quick access to paint tools"""186 __TOOLS={187 EKritaPaintToolsId.TOOL_BRUSH: i18n("Freehand Brush Tool"),188 EKritaPaintToolsId.TOOL_LINE: i18n("Line Tool"),189 EKritaPaintToolsId.TOOL_RECTANGLE: i18n("Rectangle Tool"),190 EKritaPaintToolsId.TOOL_ELLIPSE: i18n("Ellipse Tool"),191 EKritaPaintToolsId.TOOL_POLYGON: i18n("Polygon Tool: Shift-mouseclick ends the polygon."),192 EKritaPaintToolsId.TOOL_POLYLINE: i18n("Polyline Tool: Shift-mouseclick ends the polyline."),193 EKritaPaintToolsId.TOOL_PATH: i18n("Bezier Curve Tool: Shift-mouseclick ends the curve."),194 EKritaPaintToolsId.TOOL_PENCIL: i18n("Freehand Path Tool"),195 EKritaPaintToolsId.TOOL_DYNAMIC_BRUSH: i18n("Dynamic Brush Tool"),196 EKritaPaintToolsId.TOOL_MULTI_BRUSH: i18n("Multibrush Tool")197 }198 @staticmethod199 def idList():200 """Return list of tools identifiers"""201 return list(EKritaPaintTools.__TOOLS)202 @staticmethod203 def name(id):204 """Return (translated) name for paint tools205 None value return 'None' string206 Otherwise Raise an error is tools is not found207 """208 if id is None:209 return i18n('None')210 elif id in EKritaPaintTools.__TOOLS:211 return re.sub('\s*:.*', '', EKritaPaintTools.__TOOLS[id])212 else:213 raise EInvalidValue("Given `id` is not valid")214 @staticmethod215 def current():216 """return id of current paint tool, if any active217 Otherwise return None218 """219 window=Krita.instance().activeWindow()220 if window:221 for id in EKritaPaintTools.__TOOLS:222 toolButton=window.qwindow().findChild(QToolButton, id)223 if toolButton and toolButton.isChecked():224 return id225 return None226class EKritaBlendingModesId:227 """Blending modes Id"""228 # list from:229 # https://invent.kde.org/graphics/krita/-/blob/master/libs/pigment/KoCompositeOpRegistry.h230 COMPOSITE_OVER= "normal"231 COMPOSITE_ERASE= "erase"232 COMPOSITE_IN= "in"233 COMPOSITE_OUT= "out"234 COMPOSITE_ALPHA_DARKEN= "alphadarken"235 COMPOSITE_DESTINATION_IN= "destination-in"236 COMPOSITE_DESTINATION_ATOP= "destination-atop"237 COMPOSITE_XOR= "xor"238 COMPOSITE_OR= "or"239 COMPOSITE_AND= "and"240 COMPOSITE_NAND= "nand"241 COMPOSITE_NOR= "nor"242 COMPOSITE_XNOR= "xnor"243 COMPOSITE_IMPLICATION= "implication"244 COMPOSITE_NOT_IMPLICATION= "not_implication"245 COMPOSITE_CONVERSE= "converse"246 COMPOSITE_NOT_CONVERSE= "not_converse"247 COMPOSITE_PLUS= "plus"248 COMPOSITE_MINUS= "minus"249 COMPOSITE_ADD= "add"250 COMPOSITE_SUBTRACT= "subtract"251 COMPOSITE_INVERSE_SUBTRACT= "inverse_subtract"252 COMPOSITE_DIFF= "diff"253 COMPOSITE_MULT= "multiply"254 COMPOSITE_DIVIDE= "divide"255 COMPOSITE_ARC_TANGENT= "arc_tangent"256 COMPOSITE_GEOMETRIC_MEAN= "geometric_mean"257 COMPOSITE_ADDITIVE_SUBTRACTIVE= "additive_subtractive"258 COMPOSITE_NEGATION= "negation"259 COMPOSITE_MOD= "modulo"260 COMPOSITE_MOD_CON= "modulo_continuous"261 COMPOSITE_DIVISIVE_MOD= "divisive_modulo"262 COMPOSITE_DIVISIVE_MOD_CON= "divisive_modulo_continuous"263 COMPOSITE_MODULO_SHIFT= "modulo_shift"264 COMPOSITE_MODULO_SHIFT_CON= "modulo_shift_continuous"265 COMPOSITE_EQUIVALENCE= "equivalence"266 COMPOSITE_ALLANON= "allanon"267 COMPOSITE_PARALLEL= "parallel"268 COMPOSITE_GRAIN_MERGE= "grain_merge"269 COMPOSITE_GRAIN_EXTRACT= "grain_extract"270 COMPOSITE_EXCLUSION= "exclusion"271 COMPOSITE_HARD_MIX= "hard mix"272 COMPOSITE_HARD_MIX_PHOTOSHOP= "hard_mix_photoshop"273 COMPOSITE_HARD_MIX_SOFTER_PHOTOSHOP= "hard_mix_softer_photoshop"274 COMPOSITE_OVERLAY= "overlay"275 COMPOSITE_BEHIND= "behind"276 COMPOSITE_GREATER= "greater"277 COMPOSITE_HARD_OVERLAY= "hard overlay"278 COMPOSITE_INTERPOLATION= "interpolation"279 COMPOSITE_INTERPOLATIONB= "interpolation 2x"280 COMPOSITE_PENUMBRAA= "penumbra a"281 COMPOSITE_PENUMBRAB= "penumbra b"282 COMPOSITE_PENUMBRAC= "penumbra c"283 COMPOSITE_PENUMBRAD= "penumbra d"284 COMPOSITE_DARKEN= "darken"285 COMPOSITE_BURN= "burn" #color burn286 COMPOSITE_LINEAR_BURN= "linear_burn"287 COMPOSITE_GAMMA_DARK= "gamma_dark"288 COMPOSITE_SHADE_IFS_ILLUSIONS= "shade_ifs_illusions"289 COMPOSITE_FOG_DARKEN_IFS_ILLUSIONS= "fog_darken_ifs_illusions"290 COMPOSITE_EASY_BURN= "easy burn"291 COMPOSITE_LIGHTEN= "lighten"292 COMPOSITE_DODGE= "dodge"293 COMPOSITE_LINEAR_DODGE= "linear_dodge"294 COMPOSITE_SCREEN= "screen"295 COMPOSITE_HARD_LIGHT= "hard_light"296 COMPOSITE_SOFT_LIGHT_IFS_ILLUSIONS= "soft_light_ifs_illusions"297 COMPOSITE_SOFT_LIGHT_PEGTOP_DELPHI= "soft_light_pegtop_delphi"298 COMPOSITE_SOFT_LIGHT_PHOTOSHOP= "soft_light"299 COMPOSITE_SOFT_LIGHT_SVG= "soft_light_svg"300 COMPOSITE_GAMMA_LIGHT= "gamma_light"301 COMPOSITE_GAMMA_ILLUMINATION= "gamma_illumination"302 COMPOSITE_VIVID_LIGHT= "vivid_light"303 COMPOSITE_FLAT_LIGHT= "flat_light"304 COMPOSITE_LINEAR_LIGHT= "linear light"305 COMPOSITE_PIN_LIGHT= "pin_light"306 COMPOSITE_PNORM_A= "pnorm_a"307 COMPOSITE_PNORM_B= "pnorm_b"308 COMPOSITE_SUPER_LIGHT= "super_light"309 COMPOSITE_TINT_IFS_ILLUSIONS= "tint_ifs_illusions"310 COMPOSITE_FOG_LIGHTEN_IFS_ILLUSIONS= "fog_lighten_ifs_illusions"311 COMPOSITE_EASY_DODGE= "easy dodge"312 COMPOSITE_LUMINOSITY_SAI= "luminosity_sai"313 COMPOSITE_HUE= "hue"314 COMPOSITE_COLOR= "color"315 COMPOSITE_SATURATION= "saturation"316 COMPOSITE_INC_SATURATION= "inc_saturation"317 COMPOSITE_DEC_SATURATION= "dec_saturation"318 COMPOSITE_LUMINIZE= "luminize"319 COMPOSITE_INC_LUMINOSITY= "inc_luminosity"320 COMPOSITE_DEC_LUMINOSITY= "dec_luminosity"321 COMPOSITE_HUE_HSV= "hue_hsv"322 COMPOSITE_COLOR_HSV= "color_hsv"323 COMPOSITE_SATURATION_HSV= "saturation_hsv"324 COMPOSITE_INC_SATURATION_HSV= "inc_saturation_hsv"325 COMPOSITE_DEC_SATURATION_HSV= "dec_saturation_hsv"326 COMPOSITE_VALUE= "value"327 COMPOSITE_INC_VALUE= "inc_value"328 COMPOSITE_DEC_VALUE= "dec_value"329 COMPOSITE_HUE_HSL= "hue_hsl"330 COMPOSITE_COLOR_HSL= "color_hsl"331 COMPOSITE_SATURATION_HSL= "saturation_hsl"332 COMPOSITE_INC_SATURATION_HSL= "inc_saturation_hsl"333 COMPOSITE_DEC_SATURATION_HSL= "dec_saturation_hsl"334 COMPOSITE_LIGHTNESS= "lightness"335 COMPOSITE_INC_LIGHTNESS= "inc_lightness"336 COMPOSITE_DEC_LIGHTNESS= "dec_lightness"337 COMPOSITE_HUE_HSI= "hue_hsi"338 COMPOSITE_COLOR_HSI= "color_hsi"339 COMPOSITE_SATURATION_HSI= "saturation_hsi"340 COMPOSITE_INC_SATURATION_HSI= "inc_saturation_hsi"341 COMPOSITE_DEC_SATURATION_HSI= "dec_saturation_hsi"342 COMPOSITE_INTENSITY= "intensity"343 COMPOSITE_INC_INTENSITY= "inc_intensity"344 COMPOSITE_DEC_INTENSITY= "dec_intensity"345 COMPOSITE_COPY= "copy"346 COMPOSITE_COPY_RED= "copy_red"347 COMPOSITE_COPY_GREEN= "copy_green"348 COMPOSITE_COPY_BLUE= "copy_blue"349 COMPOSITE_TANGENT_NORMALMAP= "tangent_normalmap"350 COMPOSITE_COLORIZE= "colorize"351 COMPOSITE_BUMPMAP= "bumpmap"352 COMPOSITE_COMBINE_NORMAL= "combine_normal"353 COMPOSITE_CLEAR= "clear"354 COMPOSITE_DISSOLVE= "dissolve"355 COMPOSITE_DISPLACE= "displace"356 COMPOSITE_NO= "nocomposition"357 COMPOSITE_PASS_THROUGH= "pass through" # XXX: not implemented anywhere yet?358 COMPOSITE_DARKER_COLOR= "darker color"359 COMPOSITE_LIGHTER_COLOR= "lighter color"360 #COMPOSITE_UNDEF= "undefined"361 COMPOSITE_REFLECT= "reflect"362 COMPOSITE_GLOW= "glow"363 COMPOSITE_FREEZE= "freeze"364 COMPOSITE_HEAT= "heat"365 COMPOSITE_GLEAT= "glow_heat"366 COMPOSITE_HELOW= "heat_glow"367 COMPOSITE_REEZE= "reflect_freeze"368 COMPOSITE_FRECT= "freeze_reflect"369 COMPOSITE_FHYRD= "heat_glow_freeze_reflect_hybrid"370 CATEGORY_ARITHMETIC= "arithmetic"371 CATEGORY_BINARY= "binary"372 CATEGORY_DARK= "dark"373 CATEGORY_LIGHT= "light"374 CATEGORY_MODULO= "modulo"375 CATEGORY_NEGATIVE= "negative"376 CATEGORY_MIX= "mix"377 CATEGORY_MISC= "misc"378 CATEGORY_HSY= "hsy"379 CATEGORY_HSI= "hsi"380 CATEGORY_HSL= "hsl"381 CATEGORY_HSV= "hsv"382 CATEGORY_QUADRATIC= "quadratic"383class EKritaBlendingModes:384 """Blending modes"""385 # tables & translations from386 # https://invent.kde.org/graphics/krita/-/blob/master/libs/pigment/KoCompositeOpRegistry.cpp387 __CATEGORIES={388 EKritaBlendingModesId.CATEGORY_ARITHMETIC: i18nc("Blending mode - category Arithmetic", "Arithmetic"),389 EKritaBlendingModesId.CATEGORY_BINARY: i18nc("Blending mode - category Binary", "Binary"),390 EKritaBlendingModesId.CATEGORY_DARK: i18nc("Blending mode - category Darken", "Darken"),391 EKritaBlendingModesId.CATEGORY_LIGHT: i18nc("Blending mode - category Lighten", "Lighten"),392 EKritaBlendingModesId.CATEGORY_MODULO: i18nc("Blending mode - category Modulo", "Modulo"),393 EKritaBlendingModesId.CATEGORY_NEGATIVE: i18nc("Blending mode - category Negative", "Negative"),394 EKritaBlendingModesId.CATEGORY_MIX: i18nc("Blending mode - category Mix", "Mix"),395 EKritaBlendingModesId.CATEGORY_MISC: i18nc("Blending mode - category Misc", "Misc"),396 EKritaBlendingModesId.CATEGORY_HSY: i18nc("Blending mode - category HSY", "HSY"),397 EKritaBlendingModesId.CATEGORY_HSI: i18nc("Blending mode - category HSI", "HSI"),398 EKritaBlendingModesId.CATEGORY_HSL: i18nc("Blending mode - category HSL", "HSL"),399 EKritaBlendingModesId.CATEGORY_HSV: i18nc("Blending mode - category HSV", "HSV"),400 EKritaBlendingModesId.CATEGORY_QUADRATIC: i18nc("Blending mode - category Quadratic", "Quadratic")401 }402 __CATEGORIES_BLENDING_MODES={403 EKritaBlendingModesId.CATEGORY_ARITHMETIC: [404 EKritaBlendingModesId.COMPOSITE_ADD,405 EKritaBlendingModesId.COMPOSITE_SUBTRACT,406 EKritaBlendingModesId.COMPOSITE_MULT,407 EKritaBlendingModesId.COMPOSITE_DIVIDE,408 EKritaBlendingModesId.COMPOSITE_INVERSE_SUBTRACT409 ],410 EKritaBlendingModesId.CATEGORY_BINARY: [411 EKritaBlendingModesId.COMPOSITE_XOR,412 EKritaBlendingModesId.COMPOSITE_OR,413 EKritaBlendingModesId.COMPOSITE_AND,414 EKritaBlendingModesId.COMPOSITE_NAND,415 EKritaBlendingModesId.COMPOSITE_NOR,416 EKritaBlendingModesId.COMPOSITE_XNOR,417 EKritaBlendingModesId.COMPOSITE_IMPLICATION,418 EKritaBlendingModesId.COMPOSITE_NOT_IMPLICATION,419 EKritaBlendingModesId.COMPOSITE_CONVERSE,420 EKritaBlendingModesId.COMPOSITE_NOT_CONVERSE421 ],422 EKritaBlendingModesId.CATEGORY_DARK: [423 EKritaBlendingModesId.COMPOSITE_BURN,424 EKritaBlendingModesId.COMPOSITE_LINEAR_BURN,425 EKritaBlendingModesId.COMPOSITE_DARKEN,426 EKritaBlendingModesId.COMPOSITE_GAMMA_DARK,427 EKritaBlendingModesId.COMPOSITE_DARKER_COLOR,428 EKritaBlendingModesId.COMPOSITE_SHADE_IFS_ILLUSIONS,429 EKritaBlendingModesId.COMPOSITE_FOG_DARKEN_IFS_ILLUSIONS,430 EKritaBlendingModesId.COMPOSITE_EASY_BURN431 ],432 EKritaBlendingModesId.CATEGORY_LIGHT: [433 EKritaBlendingModesId.COMPOSITE_DODGE,434 EKritaBlendingModesId.COMPOSITE_LINEAR_DODGE,435 EKritaBlendingModesId.COMPOSITE_LIGHTEN,436 EKritaBlendingModesId.COMPOSITE_LINEAR_LIGHT,437 EKritaBlendingModesId.COMPOSITE_SCREEN,438 EKritaBlendingModesId.COMPOSITE_PIN_LIGHT,439 EKritaBlendingModesId.COMPOSITE_VIVID_LIGHT,440 EKritaBlendingModesId.COMPOSITE_FLAT_LIGHT,441 EKritaBlendingModesId.COMPOSITE_HARD_LIGHT,442 EKritaBlendingModesId.COMPOSITE_SOFT_LIGHT_IFS_ILLUSIONS,443 EKritaBlendingModesId.COMPOSITE_SOFT_LIGHT_PEGTOP_DELPHI,444 EKritaBlendingModesId.COMPOSITE_SOFT_LIGHT_PHOTOSHOP,445 EKritaBlendingModesId.COMPOSITE_SOFT_LIGHT_SVG,446 EKritaBlendingModesId.COMPOSITE_GAMMA_LIGHT,447 EKritaBlendingModesId.COMPOSITE_GAMMA_ILLUMINATION,448 EKritaBlendingModesId.COMPOSITE_LIGHTER_COLOR,449 EKritaBlendingModesId.COMPOSITE_PNORM_A,450 EKritaBlendingModesId.COMPOSITE_PNORM_B,451 EKritaBlendingModesId.COMPOSITE_SUPER_LIGHT,452 EKritaBlendingModesId.COMPOSITE_TINT_IFS_ILLUSIONS,453 EKritaBlendingModesId.COMPOSITE_FOG_LIGHTEN_IFS_ILLUSIONS,454 EKritaBlendingModesId.COMPOSITE_EASY_DODGE,455 EKritaBlendingModesId.COMPOSITE_LUMINOSITY_SAI456 ],457 EKritaBlendingModesId.CATEGORY_MODULO: [458 EKritaBlendingModesId.COMPOSITE_MOD,459 EKritaBlendingModesId.COMPOSITE_MOD_CON,460 EKritaBlendingModesId.COMPOSITE_DIVISIVE_MOD,461 EKritaBlendingModesId.COMPOSITE_DIVISIVE_MOD_CON,462 EKritaBlendingModesId.COMPOSITE_MODULO_SHIFT,463 EKritaBlendingModesId.COMPOSITE_MODULO_SHIFT_CON464 ],465 EKritaBlendingModesId.CATEGORY_NEGATIVE: [466 EKritaBlendingModesId.COMPOSITE_DIFF,467 EKritaBlendingModesId.COMPOSITE_EQUIVALENCE,468 EKritaBlendingModesId.COMPOSITE_ADDITIVE_SUBTRACTIVE,469 EKritaBlendingModesId.COMPOSITE_EXCLUSION,470 EKritaBlendingModesId.COMPOSITE_ARC_TANGENT,471 EKritaBlendingModesId.COMPOSITE_NEGATION472 ],473 EKritaBlendingModesId.CATEGORY_MIX: [474 EKritaBlendingModesId.COMPOSITE_OVER,475 EKritaBlendingModesId.COMPOSITE_BEHIND,476 EKritaBlendingModesId.COMPOSITE_GREATER,477 EKritaBlendingModesId.COMPOSITE_OVERLAY,478 EKritaBlendingModesId.COMPOSITE_ERASE,479 EKritaBlendingModesId.COMPOSITE_ALPHA_DARKEN,480 EKritaBlendingModesId.COMPOSITE_HARD_MIX,481 EKritaBlendingModesId.COMPOSITE_HARD_MIX_PHOTOSHOP,482 EKritaBlendingModesId.COMPOSITE_HARD_MIX_SOFTER_PHOTOSHOP,483 EKritaBlendingModesId.COMPOSITE_GRAIN_MERGE,484 EKritaBlendingModesId.COMPOSITE_GRAIN_EXTRACT,485 EKritaBlendingModesId.COMPOSITE_PARALLEL,486 EKritaBlendingModesId.COMPOSITE_ALLANON,487 EKritaBlendingModesId.COMPOSITE_GEOMETRIC_MEAN,488 EKritaBlendingModesId.COMPOSITE_DESTINATION_ATOP,489 EKritaBlendingModesId.COMPOSITE_DESTINATION_IN,490 EKritaBlendingModesId.COMPOSITE_HARD_OVERLAY,491 EKritaBlendingModesId.COMPOSITE_INTERPOLATION,492 EKritaBlendingModesId.COMPOSITE_INTERPOLATIONB,493 EKritaBlendingModesId.COMPOSITE_PENUMBRAA,494 EKritaBlendingModesId.COMPOSITE_PENUMBRAB,495 EKritaBlendingModesId.COMPOSITE_PENUMBRAC,496 EKritaBlendingModesId.COMPOSITE_PENUMBRAD497 ],498 EKritaBlendingModesId.CATEGORY_MISC: [499 EKritaBlendingModesId.COMPOSITE_BUMPMAP,500 EKritaBlendingModesId.COMPOSITE_COMBINE_NORMAL,501 EKritaBlendingModesId.COMPOSITE_DISSOLVE,502 EKritaBlendingModesId.COMPOSITE_COPY_RED,503 EKritaBlendingModesId.COMPOSITE_COPY_GREEN,504 EKritaBlendingModesId.COMPOSITE_COPY_BLUE,505 EKritaBlendingModesId.COMPOSITE_COPY,506 EKritaBlendingModesId.COMPOSITE_TANGENT_NORMALMAP507 ],508 EKritaBlendingModesId.CATEGORY_HSY: [509 EKritaBlendingModesId.COMPOSITE_COLOR,510 EKritaBlendingModesId.COMPOSITE_HUE,511 EKritaBlendingModesId.COMPOSITE_SATURATION,512 EKritaBlendingModesId.COMPOSITE_LUMINIZE,513 EKritaBlendingModesId.COMPOSITE_DEC_SATURATION,514 EKritaBlendingModesId.COMPOSITE_INC_SATURATION,515 EKritaBlendingModesId.COMPOSITE_DEC_LUMINOSITY,516 EKritaBlendingModesId.COMPOSITE_INC_LUMINOSITY517 ],518 EKritaBlendingModesId.CATEGORY_HSI: [519 EKritaBlendingModesId.COMPOSITE_COLOR_HSI,520 EKritaBlendingModesId.COMPOSITE_HUE_HSI,521 EKritaBlendingModesId.COMPOSITE_SATURATION_HSI,522 EKritaBlendingModesId.COMPOSITE_INTENSITY,523 EKritaBlendingModesId.COMPOSITE_DEC_SATURATION_HSI,524 EKritaBlendingModesId.COMPOSITE_INC_SATURATION_HSI,525 EKritaBlendingModesId.COMPOSITE_DEC_INTENSITY,526 EKritaBlendingModesId.COMPOSITE_INC_INTENSITY527 ],528 EKritaBlendingModesId.CATEGORY_HSL: [529 EKritaBlendingModesId.COMPOSITE_COLOR_HSL,530 EKritaBlendingModesId.COMPOSITE_HUE_HSL,531 EKritaBlendingModesId.COMPOSITE_SATURATION_HSL,532 EKritaBlendingModesId.COMPOSITE_LIGHTNESS,533 EKritaBlendingModesId.COMPOSITE_DEC_SATURATION_HSL,534 EKritaBlendingModesId.COMPOSITE_INC_SATURATION_HSL,535 EKritaBlendingModesId.COMPOSITE_DEC_LIGHTNESS,536 EKritaBlendingModesId.COMPOSITE_INC_LIGHTNESS537 ],538 EKritaBlendingModesId.CATEGORY_HSV: [539 EKritaBlendingModesId.COMPOSITE_COLOR_HSV,540 EKritaBlendingModesId.COMPOSITE_HUE_HSV,541 EKritaBlendingModesId.COMPOSITE_SATURATION_HSV,542 EKritaBlendingModesId.COMPOSITE_VALUE,543 EKritaBlendingModesId.COMPOSITE_DEC_SATURATION_HSV,544 EKritaBlendingModesId.COMPOSITE_INC_SATURATION_HSV,545 EKritaBlendingModesId.COMPOSITE_DEC_VALUE,546 EKritaBlendingModesId.COMPOSITE_INC_VALUE547 ],548 EKritaBlendingModesId.CATEGORY_QUADRATIC: [549 EKritaBlendingModesId.COMPOSITE_REFLECT,550 EKritaBlendingModesId.COMPOSITE_GLOW,551 EKritaBlendingModesId.COMPOSITE_FREEZE,552 EKritaBlendingModesId.COMPOSITE_HEAT,553 EKritaBlendingModesId.COMPOSITE_GLEAT,554 EKritaBlendingModesId.COMPOSITE_HELOW,555 EKritaBlendingModesId.COMPOSITE_REEZE,556 EKritaBlendingModesId.COMPOSITE_FRECT,557 EKritaBlendingModesId.COMPOSITE_FHYRD558 ]559 }560 __BLENDING_MODES={561 EKritaBlendingModesId.COMPOSITE_ADD: i18nc("Blending mode - Addition", "Addition"),562 EKritaBlendingModesId.COMPOSITE_SUBTRACT: i18nc("Blending mode - Subtract", "Subtract"),563 EKritaBlendingModesId.COMPOSITE_MULT: i18nc("Blending mode - Multiply", "Multiply"),564 EKritaBlendingModesId.COMPOSITE_DIVIDE: i18nc("Blending mode - Divide", "Divide"),565 EKritaBlendingModesId.COMPOSITE_INVERSE_SUBTRACT: i18nc("Blending mode - Inverse Subtract", "Inverse Subtract"),566 EKritaBlendingModesId.COMPOSITE_XOR: i18nc("Blending mode - XOR", "XOR"),567 EKritaBlendingModesId.COMPOSITE_OR: i18nc("Blending mode - OR", "OR"),568 EKritaBlendingModesId.COMPOSITE_AND: i18nc("Blending mode - AND", "AND"),569 EKritaBlendingModesId.COMPOSITE_NAND: i18nc("Blending mode - NAND", "NAND"),570 EKritaBlendingModesId.COMPOSITE_NOR: i18nc("Blending mode - NOR", "NOR"),571 EKritaBlendingModesId.COMPOSITE_XNOR: i18nc("Blending mode - XNOR", "XNOR"),572 EKritaBlendingModesId.COMPOSITE_IMPLICATION: i18nc("Blending mode - IMPLICATION", "IMPLICATION"),573 EKritaBlendingModesId.COMPOSITE_NOT_IMPLICATION: i18nc("Blending mode - NOT IMPLICATION", "NOT IMPLICATION"),574 EKritaBlendingModesId.COMPOSITE_CONVERSE: i18nc("Blending mode - CONVERSE", "CONVERSE"),575 EKritaBlendingModesId.COMPOSITE_NOT_CONVERSE: i18nc("Blending mode - NOT CONVERSE", "NOT CONVERSE"),576 EKritaBlendingModesId.COMPOSITE_BURN: i18nc("Blending mode - Burn", "Burn"),577 EKritaBlendingModesId.COMPOSITE_LINEAR_BURN: i18nc("Blending mode - Linear Burn", "Linear Burn"),578 EKritaBlendingModesId.COMPOSITE_DARKEN: i18nc("Blending mode - Darken", "Darken"),579 EKritaBlendingModesId.COMPOSITE_GAMMA_DARK: i18nc("Blending mode - Gamma Dark", "Gamma Dark"),580 EKritaBlendingModesId.COMPOSITE_DARKER_COLOR: i18nc("Blending mode - Darker Color", "Darker Color"),581 EKritaBlendingModesId.COMPOSITE_SHADE_IFS_ILLUSIONS: i18nc("Blending mode - Shade (IFS Illusions)", "Shade (IFS Illusions)"),582 EKritaBlendingModesId.COMPOSITE_FOG_DARKEN_IFS_ILLUSIONS: i18nc("Blending mode - Fog Darken (IFS Illusions)", "Fog Darken (IFS Illusions)"),583 EKritaBlendingModesId.COMPOSITE_EASY_BURN: i18nc("Blending mode - Easy Burn", "Easy Burn"),584 EKritaBlendingModesId.COMPOSITE_DODGE: i18nc("Blending mode - Color Dodge", "Color Dodge"),585 EKritaBlendingModesId.COMPOSITE_LINEAR_DODGE: i18nc("Blending mode - Linear Dodge", "Linear Dodge"),586 EKritaBlendingModesId.COMPOSITE_LIGHTEN: i18nc("Blending mode - Lighten", "Lighten"),587 EKritaBlendingModesId.COMPOSITE_LINEAR_LIGHT: i18nc("Blending mode - Linear Light", "Linear Light"),588 EKritaBlendingModesId.COMPOSITE_SCREEN: i18nc("Blending mode - Screen", "Screen"),589 EKritaBlendingModesId.COMPOSITE_PIN_LIGHT: i18nc("Blending mode - Pin Light", "Pin Light"),590 EKritaBlendingModesId.COMPOSITE_VIVID_LIGHT: i18nc("Blending mode - Vivid Light", "Vivid Light"),591 EKritaBlendingModesId.COMPOSITE_FLAT_LIGHT: i18nc("Blending mode - Flat Light", "Flat Light"),592 EKritaBlendingModesId.COMPOSITE_HARD_LIGHT: i18nc("Blending mode - Hard Light", "Hard Light"),593 EKritaBlendingModesId.COMPOSITE_SOFT_LIGHT_IFS_ILLUSIONS: i18nc("Blending mode - Soft Light (IFS Illusions)", "Soft Light (IFS Illusions)"),594 EKritaBlendingModesId.COMPOSITE_SOFT_LIGHT_PEGTOP_DELPHI: i18nc("Blending mode - Soft Light (Pegtop-Delphi)", "Soft Light (Pegtop-Delphi)"),595 EKritaBlendingModesId.COMPOSITE_SOFT_LIGHT_PHOTOSHOP: i18nc("Blending mode - Soft Light (Photoshop)", "Soft Light (Photoshop)"),596 EKritaBlendingModesId.COMPOSITE_SOFT_LIGHT_SVG: i18nc("Blending mode - Soft Light (SVG)", "Soft Light (SVG)"),597 EKritaBlendingModesId.COMPOSITE_GAMMA_LIGHT: i18nc("Blending mode - Gamma Light", "Gamma Light"),598 EKritaBlendingModesId.COMPOSITE_GAMMA_ILLUMINATION: i18nc("Blending mode - Gamma Illumination", "Gamma Illumination"),599 EKritaBlendingModesId.COMPOSITE_LIGHTER_COLOR: i18nc("Blending mode - Lighter Color", "Lighter Color"),600 EKritaBlendingModesId.COMPOSITE_PNORM_A: i18nc("Blending mode - P-Norm A", "P-Norm A"),601 EKritaBlendingModesId.COMPOSITE_PNORM_B: i18nc("Blending mode - P-Norm B", "P-Norm B"),602 EKritaBlendingModesId.COMPOSITE_SUPER_LIGHT: i18nc("Blending mode - Super Light", "Super Light"),603 EKritaBlendingModesId.COMPOSITE_TINT_IFS_ILLUSIONS: i18nc("Blending mode - Tint (IFS Illusions)", "Tint (IFS Illusions)"),604 EKritaBlendingModesId.COMPOSITE_FOG_LIGHTEN_IFS_ILLUSIONS: i18nc("Blending mode - Fog Lighten (IFS Illusions)", "Fog Lighten (IFS Illusions)"),605 EKritaBlendingModesId.COMPOSITE_EASY_DODGE: i18nc("Blending mode - Easy Dodge", "Easy Dodge"),606 EKritaBlendingModesId.COMPOSITE_LUMINOSITY_SAI: i18nc("Blending mode - Luminosity/Shine (SAI)", "Luminosity/Shine (SAI)"),607 EKritaBlendingModesId.COMPOSITE_MOD: i18nc("Blending mode - Modulo", "Modulo"),608 EKritaBlendingModesId.COMPOSITE_MOD_CON: i18nc("Blending mode - Modulo - Continuous", "Modulo - Continuous"),609 EKritaBlendingModesId.COMPOSITE_DIVISIVE_MOD: i18nc("Blending mode - Divisive Modulo", "Divisive Modulo"),610 EKritaBlendingModesId.COMPOSITE_DIVISIVE_MOD_CON: i18nc("Blending mode - Divisive Modulo - Continuous", "Divisive Modulo - Continuous"),611 EKritaBlendingModesId.COMPOSITE_MODULO_SHIFT: i18nc("Blending mode - Modulo Shift", "Modulo Shift"),612 EKritaBlendingModesId.COMPOSITE_MODULO_SHIFT_CON: i18nc("Blending mode - Modulo Shift - Continuous", "Modulo Shift - Continuous"),613 EKritaBlendingModesId.COMPOSITE_DIFF: i18nc("Blending mode - Difference", "Difference"),614 EKritaBlendingModesId.COMPOSITE_EQUIVALENCE: i18nc("Blending mode - Equivalence", "Equivalence"),615 EKritaBlendingModesId.COMPOSITE_ADDITIVE_SUBTRACTIVE: i18nc("Blending mode - Additive Subtractive", "Additive Subtractive"),616 EKritaBlendingModesId.COMPOSITE_EXCLUSION: i18nc("Blending mode - Exclusion", "Exclusion"),617 EKritaBlendingModesId.COMPOSITE_ARC_TANGENT: i18nc("Blending mode - Arcus Tangent", "Arcus Tangent"),618 EKritaBlendingModesId.COMPOSITE_NEGATION: i18nc("Blending mode - Negation", "Negation"),619 EKritaBlendingModesId.COMPOSITE_OVER: i18nc("Blending mode - Normal", "Normal"),620 EKritaBlendingModesId.COMPOSITE_BEHIND: i18nc("Blending mode - Behind", "Behind"),621 EKritaBlendingModesId.COMPOSITE_GREATER: i18nc("Blending mode - Greater", "Greater"),622 EKritaBlendingModesId.COMPOSITE_OVERLAY: i18nc("Blending mode - Overlay", "Overlay"),623 EKritaBlendingModesId.COMPOSITE_ERASE: i18nc("Blending mode - Erase", "Erase"),624 EKritaBlendingModesId.COMPOSITE_ALPHA_DARKEN: i18nc("Blending mode - Alpha Darken", "Alpha Darken"),625 EKritaBlendingModesId.COMPOSITE_HARD_MIX: i18nc("Blending mode - Hard Mix", "Hard Mix"),626 EKritaBlendingModesId.COMPOSITE_HARD_MIX_PHOTOSHOP: i18nc("Blending mode - Hard Mix (Photoshop)", "Hard Mix (Photoshop)"),627 EKritaBlendingModesId.COMPOSITE_HARD_MIX_SOFTER_PHOTOSHOP: i18nc("Blending mode - Hard Mix Softer (Photoshop)", "Hard Mix Softer (Photoshop)"),628 EKritaBlendingModesId.COMPOSITE_GRAIN_MERGE: i18nc("Blending mode - Grain Merge", "Grain Merge"),629 EKritaBlendingModesId.COMPOSITE_GRAIN_EXTRACT: i18nc("Blending mode - Grain Extract", "Grain Extract"),630 EKritaBlendingModesId.COMPOSITE_PARALLEL: i18nc("Blending mode - Parallel", "Parallel"),631 EKritaBlendingModesId.COMPOSITE_ALLANON: i18nc("Blending mode - Allanon", "Allanon"),632 EKritaBlendingModesId.COMPOSITE_GEOMETRIC_MEAN: i18nc("Blending mode - Geometric Mean", "Geometric Mean"),633 EKritaBlendingModesId.COMPOSITE_DESTINATION_ATOP: i18nc("Blending mode - Destination Atop", "Destination Atop"),634 EKritaBlendingModesId.COMPOSITE_DESTINATION_IN: i18nc("Blending mode - Destination In", "Destination In"),635 EKritaBlendingModesId.COMPOSITE_HARD_OVERLAY: i18nc("Blending mode - Hard Overlay", "Hard Overlay"),636 EKritaBlendingModesId.COMPOSITE_INTERPOLATION: i18nc("Blending mode - Interpolation", "Interpolation"),637 EKritaBlendingModesId.COMPOSITE_INTERPOLATIONB: i18nc("Blending mode - Interpolation - 2X", "Interpolation - 2X"),638 EKritaBlendingModesId.COMPOSITE_PENUMBRAA: i18nc("Blending mode - Penumbra A", "Penumbra A"),639 EKritaBlendingModesId.COMPOSITE_PENUMBRAB: i18nc("Blending mode - Penumbra B", "Penumbra B"),640 EKritaBlendingModesId.COMPOSITE_PENUMBRAC: i18nc("Blending mode - Penumbra C", "Penumbra C"),641 EKritaBlendingModesId.COMPOSITE_PENUMBRAD: i18nc("Blending mode - Penumbra D", "Penumbra D"),642 EKritaBlendingModesId.COMPOSITE_BUMPMAP: i18nc("Blending mode - Bumpmap", "Bumpmap"),643 EKritaBlendingModesId.COMPOSITE_COMBINE_NORMAL: i18nc("Blending mode - Combine Normal Map", "Combine Normal Map"),644 EKritaBlendingModesId.COMPOSITE_DISSOLVE: i18nc("Blending mode - Dissolve", "Dissolve"),645 EKritaBlendingModesId.COMPOSITE_COPY_RED: i18nc("Blending mode - Copy Red", "Copy Red"),646 EKritaBlendingModesId.COMPOSITE_COPY_GREEN: i18nc("Blending mode - Copy Green", "Copy Green"),647 EKritaBlendingModesId.COMPOSITE_COPY_BLUE: i18nc("Blending mode - Copy Blue", "Copy Blue"),648 EKritaBlendingModesId.COMPOSITE_COPY: i18nc("Blending mode - Copy", "Copy"),649 EKritaBlendingModesId.COMPOSITE_TANGENT_NORMALMAP: i18nc("Blending mode - Tangent Normalmap", "Tangent Normalmap"),650 EKritaBlendingModesId.COMPOSITE_COLOR: i18nc("Blending mode - Color HSY", "Color"),651 EKritaBlendingModesId.COMPOSITE_HUE: i18nc("Blending mode - Hue HSY", "Hue"),652 EKritaBlendingModesId.COMPOSITE_SATURATION: i18nc("Blending mode - Saturation HSY", "Saturation"),653 EKritaBlendingModesId.COMPOSITE_LUMINIZE: i18nc("Blending mode - Luminosity HSY", "Luminosity"),654 EKritaBlendingModesId.COMPOSITE_DEC_SATURATION: i18nc("Blending mode - Decrease Saturation HSY", "Decrease Saturation"),655 EKritaBlendingModesId.COMPOSITE_INC_SATURATION: i18nc("Blending mode - Increase Saturation HSY", "Increase Saturation"),656 EKritaBlendingModesId.COMPOSITE_DEC_LUMINOSITY: i18nc("Blending mode - Decrease Luminosity HSY", "Decrease Luminosity"),657 EKritaBlendingModesId.COMPOSITE_INC_LUMINOSITY: i18nc("Blending mode - Increase Luminosity HSY", "Increase Luminosity"),658 EKritaBlendingModesId.COMPOSITE_COLOR_HSI: i18nc("Blending mode - Color HSI", "Color HSI"),659 EKritaBlendingModesId.COMPOSITE_HUE_HSI: i18nc("Blending mode - Hue HSI", "Hue HSI"),660 EKritaBlendingModesId.COMPOSITE_SATURATION_HSI: i18nc("Blending mode - Saturation HSI", "Saturation HSI"),661 EKritaBlendingModesId.COMPOSITE_INTENSITY: i18nc("Blending mode - Intensity HSI", "Intensity"),662 EKritaBlendingModesId.COMPOSITE_DEC_SATURATION_HSI: i18nc("Blending mode - Decrease Saturation HSI", "Decrease Saturation HSI"),663 EKritaBlendingModesId.COMPOSITE_INC_SATURATION_HSI: i18nc("Blending mode - Increase Saturation HSI", "Increase Saturation HSI"),664 EKritaBlendingModesId.COMPOSITE_DEC_INTENSITY: i18nc("Blending mode - Decrease Intensity", "Decrease Intensity"),665 EKritaBlendingModesId.COMPOSITE_INC_INTENSITY: i18nc("Blending mode - Increase Intensity", "Increase Intensity"),666 EKritaBlendingModesId.COMPOSITE_COLOR_HSL: i18nc("Blending mode - Color HSL", "Color HSL"),667 EKritaBlendingModesId.COMPOSITE_HUE_HSL: i18nc("Blending mode - Hue HSL", "Hue HSL"),668 EKritaBlendingModesId.COMPOSITE_SATURATION_HSL: i18nc("Blending mode - Saturation HSL", "Saturation HSL"),669 EKritaBlendingModesId.COMPOSITE_LIGHTNESS: i18nc("Blending mode - Lightness HSI", "Lightness"),670 EKritaBlendingModesId.COMPOSITE_DEC_SATURATION_HSL: i18nc("Blending mode - Decrease Saturation HSL", "Decrease Saturation HSL"),671 EKritaBlendingModesId.COMPOSITE_INC_SATURATION_HSL: i18nc("Blending mode - Increase Saturation HSL", "Increase Saturation HSL"),672 EKritaBlendingModesId.COMPOSITE_DEC_LIGHTNESS: i18nc("Blending mode - Decrease Lightness", "Decrease Lightness"),673 EKritaBlendingModesId.COMPOSITE_INC_LIGHTNESS: i18nc("Blending mode - Increase Lightness", "Increase Lightness"),674 EKritaBlendingModesId.COMPOSITE_COLOR_HSV: i18nc("Blending mode - Color HSV", "Color HSV"),675 EKritaBlendingModesId.COMPOSITE_HUE_HSV: i18nc("Blending mode - Hue HSV", "Hue HSV"),676 EKritaBlendingModesId.COMPOSITE_SATURATION_HSV: i18nc("Blending mode - Saturation HSV", "Saturation HSV"),677 EKritaBlendingModesId.COMPOSITE_VALUE: i18nc("Blending mode - Value HSV", "Value"),678 EKritaBlendingModesId.COMPOSITE_DEC_SATURATION_HSV: i18nc("Blending mode - Decrease Saturation HSV", "Decrease Saturation HSV"),679 EKritaBlendingModesId.COMPOSITE_INC_SATURATION_HSV: i18nc("Blending mode - Increase Saturation HSV", "Increase Saturation HSV"),680 EKritaBlendingModesId.COMPOSITE_DEC_VALUE: i18nc("Blending mode - Decrease Value HSV", "Decrease Value"),681 EKritaBlendingModesId.COMPOSITE_INC_VALUE: i18nc("Blending mode - Increase Value HSV", "Increase Value"),682 EKritaBlendingModesId.COMPOSITE_REFLECT: i18nc("Blending mode - Reflect", "Reflect"),683 EKritaBlendingModesId.COMPOSITE_GLOW: i18nc("Blending mode - Glow", "Glow"),684 EKritaBlendingModesId.COMPOSITE_FREEZE: i18nc("Blending mode - Freeze", "Freeze"),685 EKritaBlendingModesId.COMPOSITE_HEAT: i18nc("Blending mode - Heat", "Heat"),686 EKritaBlendingModesId.COMPOSITE_GLEAT: i18nc("Blending mode - Glow-Heat", "Glow-Heat"),687 EKritaBlendingModesId.COMPOSITE_HELOW: i18nc("Blending mode - Heat-Glow", "Heat-Glow"),688 EKritaBlendingModesId.COMPOSITE_REEZE: i18nc("Blending mode - Reflect-Freeze", "Reflect-Freeze"),689 EKritaBlendingModesId.COMPOSITE_FRECT: i18nc("Blending mode - Freeze-Reflect", "Freeze-Reflect"),690 EKritaBlendingModesId.COMPOSITE_FHYRD: i18nc("Blending mode - Heat-Glow & Freeze-Reflect Hybrid", "Heat-Glow & Freeze-Reflect Hybrid")691 }692 @staticmethod693 def categoriesIdList():694 """Return list of available categories"""695 return list(EKritaBlendingModes.__CATEGORIES)696 @staticmethod697 def categoryName(id):698 """Return (translated) name for category"""699 if id is None:700 return i18n('None')701 elif id in EKritaBlendingModes.__CATEGORIES:702 return EKritaBlendingModes.__CATEGORIES[id]703 else:704 raise EInvalidValue("Given `id` is not valid")705 @staticmethod706 def categoryBlendingMode(id):707 """Return a list of blending mode Id for given category"""708 if id is None:709 return []710 elif id in EKritaBlendingModes.__CATEGORIES_BLENDING_MODES:711 return list(EKritaBlendingModes.__CATEGORIES_BLENDING_MODES[id])712 else:713 raise EInvalidValue("Given `id` is not valid")714 @staticmethod715 def blendingModeIdList():716 """Return list of available blending mode (without link to category)"""717 return list(EKritaBlendingModes.__BLENDING_MODES)718 @staticmethod719 def blendingModeName(id):720 """Return (translated) name for blending mode"""721 if id is None:722 return []723 elif id in EKritaBlendingModes.__BLENDING_MODES:724 return EKritaBlendingModes.__BLENDING_MODES[id]725 else:726 raise EInvalidValue("Given `id` is not valid")727class EKritaDocument:728 """Provides methods to manage Krita Documents"""729 @staticmethod730 def findLayerById(document, layerId):731 """Find a layer by ID in document732 because Document.nodeByUniqueID() returns a QObject instead of a Node object... :-/733 """734 def find(layerId, parentLayer):735 """sub function called recursively to search layer in document tree"""736 for layer in parentLayer.childNodes():737 if layerId == layer.uniqueId():738 return layer739 elif len(layer.childNodes()) > 0:740 returned = find(layerId, layer)741 if not returned is None:742 return returned743 return None744 if not isinstance(document, Document):745 raise EInvalidType("Given `document` must be a Krita <Document> type")746 elif not isinstance(layerId, QUuid):747 raise EInvalidType("Given `layerId` must be a valid <QUuid>")748 return find(layerId, document.rootNode())749 @staticmethod750 def findFirstLayerByName(searchFrom, layerName):751 """Find a layer by name in document752 If more than one layer is found in document layers tree, will return the first layer found753 If no layer is found, return None754 The `searchFrom` parameter can be:755 - A Krita Layer (in this case, search in made in sub-nodes)756 - A Krita Document (in this case, search is made from document root node)757 The `layerName` can be a regular expression; just provide layer name with the following form:758 - "re://my_regular_expression759 """760 def find(layerName, isRegex, parentLayer):761 """sub function called recursively to search layer in document tree"""762 for layer in reversed(parentLayer.childNodes()):763 if isRegex == False and layerName == layer.name():764 return layer765 elif isRegex == True and (reResult := re.match(layerName, layer.name())):766 return layer767 elif len(layer.childNodes()) > 0:768 returned = find(layerName, isRegex, layer)769 if not returned is None:770 return returned771 return None772 if not (isinstance(searchFrom, Document) or isinstance(searchFrom, Layer)):773 raise EInvalidType("Given `searchFrom` must be a Krita <Layer> or a Krita <Document> type")774 elif not isinstance(layerName, str):775 raise EInvalidType("Given `layerName` must be a valid <str>")776 parentLayer = searchFrom777 if isinstance(searchFrom, Document):778 # a document has been provided, use document root layer779 parentLayer = searchFrom.rootNode()780 if (reResult := re.match("^re://(.*)", layerName)):781 # retrieve given regular expression782 layerName = reResult.group(1)783 return find(layerName, True, parentLayer)784 else:785 return find(layerName, False, parentLayer)786 return None787 @staticmethod788 def findLayersByName(searchFrom, layerName):789 """Find layer(s) by name790 Return a list of all layers for which name is matching given layer name791 If no layer is found, return empty list792 The `searchFrom` parameter can be:793 - A Krita Layer (in this case, search in made in sub-nodes)794 - A Krita Document (in this case, search is made from document root node)795 The `layerName` can be a regular expression; just provide layer name with the following form:796 - "re://my_regular_expression797 """798 def find(layerName, isRegex, parentLayer):799 """sub function called recursively to search layer in document tree"""800 returned=[]801 for layer in reversed(parentLayer.childNodes()):802 if isRegex == False and layerName == layer.name():803 returned.append(layer)804 elif isRegex == True and (reResult := re.match(layerName, layer.name())):805 returned.append(layer)806 elif len(layer.childNodes()) > 0:807 found = find(layerName, isRegex, layer)808 if not found is None:809 returned+=found810 return returned811 if not (isinstance(searchFrom, Document) or isinstance(searchFrom, Layer)):812 raise EInvalidType("Given `searchFrom` must be a Krita <Layer> or a Krita <Document> type")813 elif not isinstance(layerName, str):814 raise EInvalidType("Given `layerName` must be a valid <str> (current: {0})".format(type(layerName)))815 parentLayer = searchFrom816 if isinstance(searchFrom, Document):817 # a document has been provided, use document root layer818 parentLayer = searchFrom.rootNode()819 if (reResult := re.match("^re://(.*)", layerName)):820 # retrieve given regular expression821 layerName = reResult.group(1)822 return find(layerName, True, parentLayer)823 else:824 return find(layerName, False, parentLayer)825 return []826 @staticmethod827 def getLayers(searchFrom, recursiveSubLayers=False):828 """Return a list of all layers829 The `searchFrom` parameter can be:830 - A Krita Layer (in this case, return all sub-nodes from given layer)831 - A Krita Document (in this case, return all sub-nodes from document root node)832 If `recursiveSubLayers` is True, also return all subLayers833 """834 def find(recursiveSubLayers, parentLayer):835 """sub function called recursively to search layer in document tree"""836 returned=[]837 for layer in reversed(parentLayer.childNodes()):838 returned.append(layer)839 if recursiveSubLayers and len(layer.childNodes()) > 0:840 found = find(recursiveSubLayers, layer)841 if not found is None:842 returned+=found843 return returned844 if not (isinstance(searchFrom, Document) or isinstance(searchFrom, Layer)):845 raise EInvalidType("Given `searchFrom` must be a Krita <Layer> or a Krita <Document> type")846 elif not isinstance(recursiveSubLayers, bool):847 raise EInvalidType("Given `recursiveSubLayers` must be a <bool>")848 parentLayer = searchFrom849 if isinstance(searchFrom, Document):850 # a document has been provided, use document root layer851 parentLayer = searchFrom.rootNode()852 return find(recursiveSubLayers, parentLayer)853 @staticmethod854 def getLayerFromPath(searchFrom, path):855 """Return a layer from given path856 If no layer is found, return None857 The `searchFrom` parameter can be:858 - A Krita Document (in this case, return all sub-nodes from document root node)859 """860 def find(pathNodes, level, parentLayer):861 """sub function called recursively to search layer in document tree"""862 for layer in reversed(parentLayer.childNodes()):863 if layer.name() == pathNodes[level]:864 if level == len(pathNodes) - 1:865 return layer866 elif len(layer.childNodes()) > 0:867 return find(pathNodes, level + 1, layer)868 return None869 if not isinstance(searchFrom, Document):870 raise EInvalidType("Given `searchFrom` must be a Krita <Document> type")871 elif not isinstance(path, str):872 raise EInvalidType("Given `path` must be a <str>")873 pathNodes = re.findall(r'(?:[^/"]|"(?:\\.|[^"])*")+', path)874 if not pathNodes is None:875 pathNodes = [re.sub(r'^"|"$', '', pathNode) for pathNode in pathNodes]876 return find(pathNodes, 0, searchFrom.rootNode())877class EKritaNode:878 """Provides methods to manage Krita Nodes"""879 class ProjectionMode(Enum):880 """Projection modes for toQImage(), toQPixmap()"""881 FALSE = 0882 TRUE = 1883 AUTO = 2884 __projectionMode = ProjectionMode.AUTO885 @staticmethod886 def __sleep(value):887 """Sleep for given number of milliseconds"""888 loop = QEventLoop()889 QTimer.singleShot(value, loop.quit)890 loop.exec()891 @staticmethod892 def path(layerNode):893 """Return `layerNode` path in tree894 Example895 =======896 rootnode897 +-- groupLayer1898 +-- groupLayer2899 +-- theNode900 +-- theNode with / character901 return '/groupLayer1/groupLayer2/theNode'902 return '/groupLayer1/groupLayer2/"theNode with / character"'903 """904 def parentPath(layerNode):905 if layerNode.parentNode() is None or layerNode.parentNode().parentNode() is None:906 return ''907 else:908 if '/' in layerNode.name():909 return f'{parentPath(layerNode.parentNode())}/"{layerNode.name()}"'910 else:911 return f'{parentPath(layerNode.parentNode())}/{layerNode.name()}'912 if not isinstance(layerNode, Node):913 raise EInvalidType("Given `layerNode` must be a valid Krita <Node> ")914 return parentPath(layerNode)915 @staticmethod916 def toQImage(layerNode, rect=None, projectionMode=None):917 """Return `layerNode` content as a QImage (as ARGB32)918 The `rect` value can be:919 - None, in this case will return all `layerNode` content920 - A QRect() object, in this case return `layerNode` content reduced to given rectangle bounds921 - A Krita document, in this case return `layerNode` content reduced to document bounds922 """923 if layerNode is None:924 raise EInvalidValue("Given `layerNode` can't be None")925 if type(layerNode)==QObject:926 #Â NOTE: layerNode can be a QObject...927 # that's weird, but document.nodeByUniqueID() return a QObject for a paintlayer (other Nodes seems to be Ok...)928 # it can sound strange but in this case the returned QObject is a QObject iwht Node properties929 # so, need to check if QObject have expected methods930 if hasattr(layerNode, 'type') and hasattr(layerNode, 'bounds') and hasattr(layerNode, 'childNodes') and hasattr(layerNode, 'colorModel') and hasattr(layerNode, 'colorDepth') and hasattr(layerNode, 'colorProfile') and hasattr(layerNode, 'setColorSpace') and hasattr(layerNode, 'setPixelData'):931 pass932 else:933 #Â consider that it's not a node934 raise EInvalidType("Given `layerNode` must be a valid Krita <Node> ")935 elif not isinstance(layerNode, Node):936 raise EInvalidType("Given `layerNode` must be a valid Krita <Node> ")937 if rect is None:938 rect = layerNode.bounds()939 elif isinstance(rect, Document):940 rect = rect.bounds()941 elif not isinstance(rect, QRect):942 raise EInvalidType("Given `rect` must be a valid Krita <Document>, a <QRect> or None")943 if projectionMode is None:944 projectionMode = EKritaNode.__projectionMode945 if projectionMode == EKritaNode.ProjectionMode.AUTO:946 childNodes=layerNode.childNodes()947 # childNodes can return be None!?948 if childNodes and len(childNodes) == 0:949 projectionMode = EKritaNode.ProjectionMode.FALSE950 else:951 projectionMode = EKritaNode.ProjectionMode.TRUE952 # Need to check what todo for:953 # - masks (8bit/pixels)954 # - other color space (need to convert to 8bits/rgba...?)955 if (layerNode.type() in ('transparencymask', 'filtermask', 'transformmask', 'selectionmask') or956 layerNode.colorModel() != 'RGBA' or957 layerNode.colorDepth() != 'U8'):958 # pixelData/projectionPixelData return a 8bits/pixel matrix959 # didn't find how to convert pixel data to QImlage then use thumbnail() function960 return layerNode.thumbnail(rect.width(), rect.height())961 else:962 if projectionMode == EKritaNode.ProjectionMode.TRUE:963 return QImage(layerNode.projectionPixelData(rect.left(), rect.top(), rect.width(), rect.height()), rect.width(), rect.height(), QImage.Format_ARGB32)964 else:965 return QImage(layerNode.pixelData(rect.left(), rect.top(), rect.width(), rect.height()), rect.width(), rect.height(), QImage.Format_ARGB32)966 @staticmethod967 def toQPixmap(layerNode, rect=None, projectionMode=None):968 """Return `layerNode` content as a QPixmap (as ARGB32)969 If the `projection` value is True, returned :970 The `rect` value can be:971 - None, in this case will return all `layerNode` content972 - A QRect() object, in this case return `layerNode` content reduced to given rectangle bounds973 - A Krita document, in this case return `layerNode` content reduced to document bounds974 """975 return QPixmap.fromImage(EKritaNode.toQImage(layerNode, rect, projectionMode))976 @staticmethod977 def fromQImage(layerNode, image, position=None):978 """Paste given `image` to `position` in '`layerNode`979 The `position` value can be:980 - None, in this case, pixmap will be pasted at position (0, 0)981 - A QPoint() object, pixmap will be pasted at defined position982 """983 #Â NOTE: layerNode can be a QObject...984 # that's weird, but document.nodeByUniqueID() return a QObject for a paintlayer (other Nodes seems to be Ok...)985 # it can sound strange but in this case the returned QObject is a QObject iwht Node properties986 # so, need to check if QObject have expected methods987 if type(layerNode)==QObject():988 if hasattr(layerNode, 'type') and hasattr(layerNode, 'colorModel') and hasattr(layerNode, 'colorDepth') and hasattr(layerNode, 'colorProfile') and hasattr(layerNode, 'setColorSpace') and hasattr(layerNode, 'setPixelData'):989 pass990 else:991 #Â consider that it's not a node992 raise EInvalidType("Given `layerNode` must be a valid Krita <Node> ")993 elif not isinstance(layerNode, Node):994 raise EInvalidType("Given `layerNode` must be a valid Krita <Node> ")995 if not isinstance(image, QImage):996 raise EInvalidType("Given `image` must be a valid <QImage> ")997 if position is None:998 position = QPoint(0, 0)999 if not isinstance(position, QPoint):1000 raise EInvalidType("Given `position` must be a valid <QPoint> ")1001 layerNeedBackConversion=False1002 layerColorModel=layerNode.colorModel()1003 layerColorDepth=layerNode.colorDepth()1004 layerColorProfile=layerNode.colorProfile()1005 if layerColorModel != "RGBA" or layerColorDepth != 'U8':1006 # we need to convert layer to RGBA/U81007 layerNode.setColorSpace("RGBA", "U8", "sRGB-elle-V2-srgbtrc.icc")1008 layerNeedBackConversion=True1009 ptr = image.bits()1010 ptr.setsize(image.byteCount())1011 layerNode.setPixelData(QByteArray(ptr.asstring()), position.x(), position.y(), image.width(), image.height())1012 if layerNeedBackConversion:1013 layerNode.setColorSpace(layerColorModel, layerColorDepth, layerColorProfile)1014 @staticmethod1015 def fromQPixmap(layerNode, pixmap, position=None):1016 """Paste given `pixmap` to `position` in '`layerNode`1017 The `position` value can be:1018 - None, in this case, pixmap will be pasted at position (0, 0)1019 - A QPoint() object, pixmap will be pasted at defined position1020 """1021 if not isinstance(pixmap, QPixmap):1022 raise EInvalidType("Given `pixmap` must be a valid <QPixmap> ")1023 if position is None:1024 position = QPoint(0, 0)1025 EKritaNode.fromQImage(layerNode, pixmap.toImage(), position)1026 @staticmethod1027 def fromSVG(layerNode, svgContent, document=None):1028 """Paste given `svgContent` to `position` in '`layerNode`1029 Given `layerNode` must be a 'vectorlayer'1030 The `position` value can be:1031 - None, in this case, pixmap will be pasted at position (0, 0)1032 - A QPoint() object, pixmap will be pasted at defined position1033 Note:1034 - If document is None, consider that active document contains layer1035 - If document is provided, it must contains layerNode1036 Method return a list of shapes (shape inserted into layer)1037 """1038 if isinstance(svgContent, str):1039 svgContent=svgContent.encode()1040 if not isinstance(svgContent, bytes):1041 raise EInvalidType("Given `svgContent` must be a valid <str> or <bytes> SVG document")1042 if not isinstance(layerNode, Node) or layerNode.type()!='vectorlayer':1043 raise EInvalidType("Given `layerNode` must be a valid <VectorLayer>")1044 if document is None:1045 document=Krita.instance().activeDocument()1046 if not isinstance(document, Document):1047 raise EInvalidType("Given `layerNode` must be a valid <Document>")1048 shapes=[shape for shape in layerNode.shapes()]1049 activeNode=document.activeNode()1050 document.setActiveNode(layerNode)1051 document.waitForDone()1052 # Note: following sleep() is here because waitForDone() doesn't seems to1053 # wait for active node changed...1054 # set an arbitrary sleep() delay allows to ensure that node is active1055 # at the end of method execution1056 # hope current delay is not too short (works for me... but can't put1057 # a too long delay)1058 #1059 # Problem occurs with krita 4.4.2 & and tested Krita plus/next tested [2020-01-05]1060 EKritaNode.__sleep(100)1061 mimeContent=QMimeData()1062 mimeContent.setData('image/svg', svgContent)1063 mimeContent.setData('BCIGNORE', b'')1064 QGuiApplication.clipboard().setMimeData(mimeContent)1065 Krita.instance().action('edit_paste').trigger()1066 newShapes=[shape for shape in layerNode.shapes() if not shape in shapes]1067 return newShapes1068 @staticmethod1069 def above(layerNode):1070 """Return node above given `layerNode`1071 If there's no node above given layer, return None"""1072 if layerNode is None:1073 return None1074 if not isinstance(layerNode, Node):1075 raise EInvalidType("Given `layerNode` must be a valid Krita <Node> ")1076 returnNext = False1077 for layer in layerNode.parentNode().childNodes():1078 if returnNext:1079 return layer1080 elif layer == layerNode:1081 returnNext = True1082 return None1083 @staticmethod1084 def below(layerNode):1085 """Return node below given `layerNode`1086 If there's no node below given layer, return None"""1087 if layerNode is None:1088 return None1089 if not isinstance(layerNode, Node):1090 raise EInvalidType("Given `layerNode` must be a valid Krita <Node> ")1091 prevNode = None1092 for layer in layerNode.parentNode().childNodes():1093 if layer == layerNode:1094 return prevNode1095 prevNode = layer...
process_mosaics.py
Source:process_mosaics.py
1# from glob import glob2import glob3import numpy as np4from PIL import Image5import os6import matplotlib.pyplot as plt7import cv2 # pip install opencv-contrib-python8import collections9from sklearn import preprocessing10from sklearn.cluster import KMeans11from ordered_set import OrderedSet12from skimage.io import imread, imsave13from skimage import data, exposure14from skimage.exposure import match_histograms15N_OPTICS_BANDS = 416def plot_histogram(histogram, title):17 plt.figure()18 plt.title(title + " Normalized Histogram")19 #ax = h.add_axes([0,0,1,1])20 range = np.arange(256)21 #plt.ylabel('Number of Pixels')22 #plt.xlabel('Pixel Value')23 #plt.show()24 plt.bar(range, histogram[:,0], width = 1, fc=(1, 0, 0, 0.5), align='center')25 plt.bar(range, histogram[:,1], width = 1, fc=(0, 1, 0, 0.5), align='center')26 plt.bar(range, histogram[:,2], width = 1, fc=(0, 0, 1, 0.5), align='center')27 #h.set_ylim([0, 1])28 plt.show()29def match_histogram(chref, hist, title): 30 # base: cumulative histogram of the reference base map sections of the composite31 # hist: 32 F = np.zeros_like(hist, dtype = float) # create an empty array with same size as base/ref 33 i, j, c, ch = 0, 0, 0, 034 while ch < 3:35 ch_ref_hist = chref[:, ch]36 ch_hist = hist[:, ch]37 n = np.sum(ch_hist) # get number of pixels contributing to the histo38 r = n/max(ch_ref_hist)39 while i in range(0, 256): # for each brightness value40 if c <= r*ch_ref_hist[j]: # c measures the total number of pixels iterated over41 c = c+ch_hist[i]42 F[i, ch] = j43 print(j)44 i = i+145 else:46 j = j+147 i = 048 j = 049 c = 050 ch = ch+151 plot_histogram(F, title+ " Matched")52 return F53def range_0_256(band):54 min = np.amin(band)55 band = band - min56 max = np.amax(band)57 band = band*255/max58 return band59tile_path = "./tiles/accra_-0.2_5.4_0.2_5.6/"60for date_dir_name in os.listdir(tile_path):61 if os.path.isdir(os.path.join(tile_path, date_dir_name)): # ensure is a directory62 date_dir_path = tile_path+date_dir_name+"/" 63 #if date_dir_path != "./tiles/accra_-0.2_5.4_0.2_5.6/2021-08-17/": # uncommenting these two lines will result in only this tile being processed64 # continue65 # ------------------------- Add Bands Map For Cloud Detection 66 b04 = np.asarray(Image.open(date_dir_path+'l2a_b04.png'), dtype = np.float32)67 b03 = np.asarray(Image.open(date_dir_path+'l2a_b03.png'), dtype = np.float32)68 b02 = np.asarray(Image.open(date_dir_path+'l2a_b02.png'), dtype = np.float32)69 b01 = np.asarray(Image.open(date_dir_path+'l2a_b01.png'), dtype = np.float32)70 b08 = np.asarray(Image.open(date_dir_path+'l1c_b08.png'), dtype = np.float32)71 b09 = np.asarray(Image.open(date_dir_path+'l1c_b09.png'), dtype = np.float32)72 b10 = np.asarray(Image.open(date_dir_path+'l1c_b10.png'), dtype = np.float32)73 clp = np.asarray(Image.open(date_dir_path+'cloud_prob.png'), dtype = np.float32)74 scl = np.asarray(Image.open(date_dir_path+'l2a_scl.png'), dtype = np.float32)75 # ------------------------- Get Colour Image76 rgb_img = b04[:, :, np.newaxis]77 rgb_img = np.insert(rgb_img, rgb_img.shape[2], b03, axis = 2) 78 rgb_img = np.insert(rgb_img, rgb_img.shape[2], b02, axis = 2) 79 rgb_img = rgb_img.astype(np.uint8)80 im = Image.fromarray(rgb_img[:, :, [0,1,2]])81 im.save(date_dir_path+"rgb.png")82 # ------------------------- Create Composite(s)83 max_clp = np.amax(clp) # create a tuple of pixel coords indicating location of highest cloudiness84 min_clp = np.amin(clp) # create a tuple of pixel coords indicating location of lowest cloudiness85 86 # ------------------------- Add Bands 87 #img = clp[:, :, np.newaxis]88 #img = clp89 img = b0190 img = (img * (1+b09/255))91 img = np.clip(img, 0, 255)92 img = img+clp93 #img = b0194 #img = img + b0995 img = img/296 #img = np.insert(img, img.shape[2], b01, axis = 2) 97 #img = np.insert(img, img.shape[2], b09, axis = 2) 98 img = img.astype(np.uint8)99 #im = Image.fromarray(img).show()100 print("SHAPE: ", img.shape) # make sure shape is (3, a, b) -> (b, a, 3), where 3 is RGB101 # ------------------------- Save Shape102 og_shape = img.shape103 # ------------------------- Denoise 104 img = img.astype(np.uint8)105 img = cv2.fastNlMeansDenoising(img, None, 30, 21, 7)106 '''107 img2 = cv2.fastNlMeansDenoisingColored(img[:,:,0:3], None, 10, 30, 21, 7)108 if img.shape[2]>=4:109 alpha = cv2.fastNlMeansDenoising(img[:,:,3], None, 30, 21, 7)110 img2= np.insert(img2, 3, alpha, axis = 2) # insert b09 band to alpha layer111 if img.shape[2]>=5:112 alpha = cv2.fastNlMeansDenoising(img[:,:,4], None, 30, 21, 7)113 img2= np.insert(img2, 4, alpha, axis = 2) # insert b09 band to alpha layer114 if img.shape[2]>=6:115 alpha = cv2.fastNlMeansDenoising(img[:,:,5], None, 30, 21, 7)116 img2= np.insert(img2, 5, alpha, axis = 2) # insert b09 band to alpha layer117 img = img2118 '''119 im = Image.fromarray(img)120 #im = Image.fromarray(img[:, :, [2,1,0]])121 im.save(date_dir_path+"denoised.png")122 # ------------------------- Blur Images123 img = cv2.GaussianBlur(img, (15, 15), 0)124 #for band in range(0, img.shape[2]):125 # img[:,:, band] = range_0_256(img[:,:, band])126 im = img.astype(np.uint8)127 #im = Image.fromarray(im[:, :, [2,1,0]])128 im = Image.fromarray(im)129 im.save(date_dir_path+"clp.png")130 '''131 # ------------------------- Clustering through K-Means132 # re-shape to get 1D array for each layer (a*b, number of bands)133 img = img.reshape((-1, img.shape[2]))134 print("IMAGE RE-SHAPED: ", img.shape)135 attempts = 10136 K = 12137 ret, label, center = cv2.kmeans(138 img, K, None, None, attempts, cv2.KMEANS_PP_CENTERS)139 center = np.uint8(center)140 res = center[label.flatten()]141 # print("RES: ", res.shape)142 # print(images.reshape((images.shape[1], images.shape[2], 3)).shape)143 img = res.reshape(og_shape)144 img = img.astype(np.float32)145 # ------------------------- Increase image range to 0, 255146 147 #for band in range(0, img.shape[2]):148 # img[:,:, band] = range_0_256(img[:,:, band])149 # ------------------------- Save cluster150 grey = img[:, :, 0]151 grey = grey.astype(np.float32)152 shades = set() # create a set153 for band in range(1, img.shape[2]):154 grey += img[:, :, band]155 #grey = range_0_256(grey/img.shape[2])156 grey = grey/img.shape[2]157 grey = grey.astype(np.uint8)158 for i in range(0, grey.shape[0]):159 for j in range(0, grey.shape[1]):160 shades.add(grey[i,j])161 print(shades)162 im = Image.fromarray(grey)163 im.save(date_dir_path+"clustered.png")164 '''165# ------------------------- Mosaicing166# TODO: also swap based on cloud probability, whoever has lowest cloud prob167# Load in cloud mask from each day168scl_imgs = {}169rgb_imgs = {}170#cluster_imgs = {}171clp_imgs = {}172clp_counts = {}173histograms = {}174c_histograms = {}175# Load in cloud mask files and get cloud cover count for each image176for date_dir in os.listdir(tile_path):177 if os.path.isdir(os.path.join(tile_path, date_dir)): # ensure is a directory178 for file_name in os.listdir(tile_path+date_dir+"/"):179 if file_name == "clp.png":180 #print(tile_path+date_dir+"/l1c_b09.png")181 clp_imgs[tile_path+date_dir] = np.array(Image.open(tile_path+date_dir+"/clp.png"))182 clp_counts[tile_path+date_dir] = clp_imgs[tile_path+date_dir].sum() # Count number of pixels that is (probably) a cloud183 #if file_name == "clustered.png":184 #print(tile_path+date_dir+"/l1c_b09.png")185 #cluster_imgs[tile_path+date_dir] = np.array(Image.open(tile_path+date_dir+"/clustered.png")) # sub this in for cluster map later186 elif file_name == "rgb.png":187 #print(tile_path+date_dir+"/rgb.png")188 rgb_imgs[tile_path+date_dir] = np.array(Image.open(tile_path+date_dir+"/rgb.png"))189 elif file_name == "l2a_scl.png":190 #print(tile_path+date_dir+"/l2a_scl.png")191 scl_imgs[tile_path+date_dir] = np.array(Image.open(tile_path+date_dir+"/l2a_scl.png"))192 histograms[tile_path+date_dir] = np.zeros((256, 3)) # one for each of R, G, B193 c_histograms[tile_path+date_dir] = np.zeros((256, 3), dtype = float) # one for each of R, G, B194# Choose least cloudy image as base image195#print("CLP COUNTS: ", clp_counts)196clp_counts = {k: v for k, v in sorted(clp_counts.items(), key=lambda item: item[1])} # now sorted in order of least to most cloudy197#print("SORTED CLP COUNTS: ", clp_counts)198 #{k: v for k, v in sorted(clp_counts.items(), key=lambda item: item[1])}199least_cloudy_img_path = min(clp_counts, key=clp_counts.get)200print("Least cloud image is: ", least_cloudy_img_path)201print("Number of clp images: ", len(clp_imgs))202# --------------------------------------------- Create/get composite SCL (water/land classification)203composite_scl = scl_imgs[least_cloudy_img_path] 204if os.path.isfile(tile_path+"scl_composite.png"):205 composite_scl = np.asarray(Image.open(tile_path+"scl_composite.png"), dtype = np.float32)206else:207 composite_bins = np.empty((composite_scl.shape[0], composite_scl.shape[1]), dtype=object)208 for row in range(0, composite_bins.shape[0]):209 for col in range(0, composite_bins.shape[1]):210 composite_bins[row, col] = []211 composite_bins[row, col].append(composite_scl[row, col])212 for scl in scl_imgs:213 print(scl)214 if scl == least_cloudy_img_path:215 continue216 s = scl_imgs[scl] # get scl image217 for row in range(0, s.shape[0]):218 for col in range(0, s.shape[1]):219 if s[row, col] == 139 or s[row, col] == 115 or s[row, col] == 92:220 composite_bins[row, col].append(s[row, col])221 for row in range(0, composite_bins.shape[0]):222 for col in range(0, composite_bins.shape[1]):223 composite_scl[row, col] = max(composite_bins[row, col], key = composite_bins[row, col].count)224 if composite_scl[row, col] == 139:225 composite_scl[row, col] = 0226 elif composite_scl[row, col] == 115 or composite_scl[row, col] == 92: # land or vegetation227 composite_scl[row, col] = 255 228 else:229 composite_scl[row, col] = 0 # paint unknown as black 230 Image.fromarray(composite_scl).show() # show composite scl image, which has pixels categorized mainly as water/land231 im = Image.fromarray(composite_scl)232 im.save(tile_path+"scl_composite.png")233# at this point we have an scl image from all other images (mostly) defining water and land234# np.save("composite_scl", composite_scl)235# --------------------------------------------- Create true final RGB image236composite_rgb = rgb_imgs[least_cloudy_img_path].copy() # base rgb image237composite_clp = clp_imgs[least_cloudy_img_path][:,:] # lowest cloud prob image238composite_map = np.zeros(composite_clp.shape, dtype=int) # lowest cloud prob image - fill with zeros indicating base layer239# np.save("cloud_masks", cloud_masks)240# np.save("composite_rgb", composite_rgb)241# composite_rgb = np.load("composite_rgb.npy")242# cloud_masks = np.load("cloud_masks.npy", allow_pickle=True)243# --------------------------------------------- stack CLPs; get lowest cloud prob pixels and overlay244#Image.fromarray(rgb_imgs[least_cloudy_img_path]).show()245# store histograms of only pixel values that are actually used in final composite246# Loop through base image and start the mosaicing process!247keys = list(clp_counts.keys())248print(keys)249#print(clp_counts)250#print(composite_rgb.shape)251for i in range(0, composite_rgb.shape[0]): 252 for j in range(0, composite_rgb.shape[1]): # for each pixel253 for idx, k in enumerate(clp_counts): # for each clp image in order of lowest cloud probability254 #print(k)255 if k == least_cloudy_img_path:256 continue # skip self257 #print("%d, %d" % (clp_imgs[k][i, j], composite_clp[i, j]))258 if clp_imgs[k][i, j] < composite_clp[i, j]: # Check if there is a cloud at this pixel of the base image259 composite_clp[i, j] = clp_imgs[k][i, j] # fill in the clp composite260 composite_map[i, j] = idx # paint new colour indicative as originating from a map w/ a given index261 composite_rgb[i, j] = rgb_imgs[k][i, j]262 break #try this again after fixing cloud_prob layer detection?263'''264# now count histograms for pixels of composite265for i in range(0, composite_rgb.shape[0]): 266 for j in range(0, composite_rgb.shape[1]): # for each pixel267 m = keys[composite_map[i, j]]268 histograms[m][composite_rgb[i, j, 0], 0] += 1 # add pixel from non composite269 histograms[m][composite_rgb[i, j, 1], 1] += 1270 histograms[m][composite_rgb[i, j, 2], 2] += 1271# at this point we have our true composite img and the individual sections that define the composite. Now create normalized cumulative histograms based on the sections272for h in histograms:273 c_hist = histograms[h].copy()274 for ch in range(0,3):275 sum = 0276 total = np.sum(c_hist[:, ch]) # s should be the same count for all r,g,b histos277 if total != 0:278 for i in range(0, 256):279 sum = sum + c_hist[i, ch]280 c_hist[i, ch] = sum/total # normalization step281 #plot_histogram(c_hist, h)282 c_histograms[h] = c_hist283'''284# hard limit of 255 maps contributing to a single composite (for now)285num_maps = len(clp_counts)286print(num_maps)287composite_map_img = composite_map * 255/num_maps288#composite_map = np.uint8(composite_map)289Image.fromarray(composite_map_img).show()290# count frequency of clp_map values291clp_map_counts = [0] * num_maps292for i in range(0, composite_map.shape[0]): 293 for j in range(0, composite_map.shape[1]): 294 clp_map_counts[composite_map[i,j]] += 1 # find most prevalent maps contributing to composite295# determine base histogram296print(clp_map_counts) 297max_map_count = max(clp_map_counts)298#base_histogram = clp_map_counts.index(max_map_count) # index of what will be our reference histogram299#print("BASE: ", base_histogram)300#Image.fromarray(composite_rgb).show()301# match other map histogram channels to normalized base histogram channels302'''303for map_idx, h in enumerate(histograms):304 if h != keys[base_histogram]: # for every histogram that isn't the base: match to the base305 #print(histograms[keys[base_histogram]])306 F = match_histogram(c_histograms[keys[base_histogram]], histograms[h], h) # pass in c_hist of reference, hist of img to be modded307 print("MATCHED")308 for ch in range(0, composite_rgb.shape[2]):309 for i in range(0, composite_rgb.shape[0]):310 for j in range(0, composite_rgb.shape[1]):311 if composite_map[i, j] == map_idx: # Manipulate only the pixels belonging to a non-base map; change all pixels with value h to value b312 composite_rgb[i, j, ch] = F[composite_rgb[i, j, ch], ch]313 print("COMPOSED")314 Image.fromarray(composite_rgb).show()315'''316#print(histograms[least_cloudy_img_path])317composite_rgb = composite_rgb.astype(np.float32)318for band in range(0, composite_rgb.shape[2]):319 composite_rgb[:,:,band] = range_0_256(composite_rgb[:,:,band])320composite_rgb = composite_rgb.astype(np.uint8)321Image.fromarray(composite_clp).show()322rgb_img = Image.fromarray(composite_rgb[:,:,[0,1,2]])323rgb_img.show()324# ------------------------- Edge detecting with Canny325# using float here since np.nan requires floating points326'''327edge = cv2.Canny(img, 2, 5).astype("float")328print("EDGE SHAPE: ", edge.shape)329print("EDGE: ", edge)330# Not entirely sure why he wanted to replace 0s with "Not a Number" values331# edge[edge == 0] = np.nan #np.nan only exists with floating-point data types332edge = np.uint8(edge) # converting back to 8 bit for viewing (0-255)333# print("EDGE np.nan: ", edge)334# print("List all indices that have nan value: ", np.argwhere(np.isnan(edge)))335image = Image.open(f)336bckgndImg = np.asarray(image, dtype=np.uint8)337if bckgndImg.ndim == 2:338 bckgndImg = np.stack((bckgndImg,)*3, axis=-1)339elif bckgndImg.shape[2] == 4:340 bckgndImg = bckgndImg[:,:,0:3] # get rid of alpha layer341# Make edge into 3 channel, bgr or rgb image342# RGB for matplotlib, BGR for imshow()343rgb = cv2.cvtColor(edge, cv2.COLOR_GRAY2RGB)344# Dilate the lines so we can see them clearer on the overlay345kernel = cv2.getStructuringElement(cv2.MORPH_RECT, (3, 3))346thicBoiEdgeRGB = cv2.dilate(rgb, kernel, iterations=1)347# Now all edges are white (255,255,255). to make it red, multiply with another array:348thicBoiEdgeRGB *= np.array((1, 0, 0), np.uint8) # Leave R = 1, G, B = 0349# Overlay350overlayedImg = np.bitwise_or(bckgndImg, thicBoiEdgeRGB)351im = Image.fromarray(overlayedImg)352im.save("./maps/"+"_edge_overlay.png")...
pg_composite.py
Source:pg_composite.py
...192 checkfirst and193 bind.dialect.has_type(bind, self.name, schema=self.schema)194 ):195 bind.execute(DropCompositeType(self))196def register_psycopg2_composite(dbapi_connection, composite):197 psycopg2.extras.register_composite(198 composite.name,199 dbapi_connection,200 globally=True,201 factory=composite.caster202 )203 def adapt_composite(value):204 adapted = [205 adapt(206 getattr(value, column.name)207 if not isinstance(column.type, TypeDecorator)208 else column.type.process_bind_param(209 getattr(value, column.name),210 PGDialect_psycopg2()211 )212 )213 for column in214 composite.columns215 ]216 for value in adapted:217 if hasattr(value, 'prepare'):218 value.prepare(dbapi_connection)219 values = [220 value.getquoted().decode(dbapi_connection.encoding)221 if six.PY3222 else value.getquoted()223 for value in adapted224 ]225 return AsIs("(%s)::%s" % (', '.join(values), composite.name))226 register_adapter(composite.type_cls, adapt_composite)227def before_create(target, connection, **kw):228 for name, composite in registered_composites.items():229 composite.create(connection, checkfirst=True)230 register_psycopg2_composite(231 connection.connection.connection,232 composite233 )234def after_drop(target, connection, **kw):235 for name, composite in registered_composites.items():236 composite.drop(connection, checkfirst=True)237def register_composites(connection):238 for name, composite in registered_composites.items():239 register_psycopg2_composite(240 connection.connection.connection,241 composite242 )243def attach_composite_listeners():244 listeners = [245 (sa.MetaData, 'before_create', before_create),246 (sa.MetaData, 'after_drop', after_drop),247 ]248 for listener in listeners:249 if not sa.event.contains(*listener):250 sa.event.listen(*listener)251def remove_composite_listeners():252 listeners = [253 (sa.MetaData, 'before_create', before_create),...
wscript_build
Source:wscript_build
1#!/usr/bin/env python2bld.RECURSE('ldap')3bld.RECURSE('wbclient')4bld.SAMBA_LIBRARY('errors',5 source='../../libcli/util/doserr.c util/errormap.c util/nterr.c',6 public_headers='../../libcli/util/error.h ../../libcli/util/ntstatus.h ../../libcli/util/doserr.h ../../libcli/util/werror.h',7 header_path='core',8 deps='talloc',9 private_library=True10 )11bld.SAMBA_SUBSYSTEM('LIBSAMBA_TSOCKET',12 source='../../libcli/util/tstream.c',13 public_deps='LIBTSOCKET UTIL_TEVENT'14 )15bld.SAMBA_SUBSYSTEM('LIBCLI_LSA',16 source='util/clilsa.c',17 autoproto='util/clilsa.h',18 public_deps='RPC_NDR_LSA',19 deps='security'20 )21bld.SAMBA_SUBSYSTEM('LIBCLI_COMPOSITE',22 source='composite/composite.c',23 autoproto='composite/proto.h',24 public_deps='events'25 )26bld.SAMBA_SUBSYSTEM('LIBCLI_SMB_COMPOSITE',27 source='smb_composite/loadfile.c smb_composite/savefile.c smb_composite/connect.c smb_composite/sesssetup.c smb_composite/fetchfile.c smb_composite/appendacl.c smb_composite/fsinfo.c smb_composite/smb2.c',28 autoproto='smb_composite/proto.h',29 deps='LIBCLI_SMB2',30 public_deps='LIBCLI_COMPOSITE credentials gensec LIBCLI_RESOLVE'31 )32bld.SAMBA_SUBSYSTEM('LIBCLI_DGRAM',33 source='dgram/dgramsocket.c dgram/mailslot.c dgram/netlogon.c dgram/browse.c',34 public_deps='cli-nbt ndr LIBCLI_RESOLVE LIBCLI_NETLOGON LIBCLI_RESOLVE'35 )36bld.SAMBA_SUBSYSTEM('LIBCLI_WREPL',37 source='wrepl/winsrepl.c',38 autoproto='wrepl/winsrepl_proto.h',39 public_deps='NDR_WINSREPL samba_socket events LIBPACKET LIBSAMBA_TSOCKET'40 )41bld.SAMBA_SUBSYSTEM('LIBCLI_RESOLVE',42 source='resolve/resolve.c',43 autoproto='resolve/proto.h',44 deps='roken',45 public_deps='NDR_NBT LIBTSOCKET'46 )47bld.SAMBA_SUBSYSTEM('LP_RESOLVE',48 source='resolve/bcast.c resolve/nbtlist.c resolve/wins.c resolve/dns_ex.c resolve/file.c resolve/host.c resolve/resolve_lp.c',49 autoproto='resolve/lp_proto.h',50 deps='cli-nbt samba-hostconfig netif'51 )52bld.SAMBA_SUBSYSTEM('LIBCLI_FINDDCS',53 source='finddcs_nbt.c finddcs_cldap.c',54 autoproto='finddcs_proto.h',55 public_deps='cli-nbt MESSAGING RPC_NDR_IRPC LIBCLI_CLDAP'56 )57bld.SAMBA_SUBSYSTEM('LIBCLI_SMB',58 source='clireadwrite.c cliconnect.c clifile.c clilist.c clitrans2.c climessage.c clideltree.c',59 autoproto='libcli_proto.h',60 public_deps='LIBCLI_RAW errors LIBCLI_AUTH LIBCLI_SMB_COMPOSITE cli-nbt security LIBCLI_RESOLVE LIBCLI_DGRAM LIBCLI_SMB2 LIBCLI_FINDDCS samba_socket'61 )62bld.SAMBA_SUBSYSTEM('LIBCLI_RAW',63 source='raw/rawfile.c raw/smb_signing.c raw/clisocket.c raw/clitransport.c raw/clisession.c raw/clitree.c raw/clierror.c raw/rawrequest.c raw/rawreadwrite.c raw/rawsearch.c raw/rawsetfileinfo.c raw/raweas.c raw/rawtrans.c raw/clioplock.c raw/rawnegotiate.c raw/rawfsinfo.c raw/rawfileinfo.c raw/rawnotify.c raw/rawioctl.c raw/rawacl.c raw/rawdate.c raw/rawlpq.c raw/rawshadow.c',64 autoproto='raw/raw_proto.h',65 public_deps='samba_socket LIBPACKET LIBCRYPTO',66 deps='LIBCLI_COMPOSITE LIBCLI_RESOLVE security ndr samba-util errors CHARSET talloc LIBCLI_SMB_COMPOSITE tevent NDR_NBT_BUF LIBCLI_SMB_COMMON'67 )68bld.RECURSE('smb2')...
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