Picture analyzer
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/*
James Cryer / Huddle
URL: https://github.com/Huddle/Resemble.js
*/
(function (root, factory) {
'use strict';
if (typeof define === 'function' && define.amd) {
define([], factory);
} else if (typeof module === 'object' && module.exports) {
module.exports = factory();
} else {
root.resemble = factory();
}
}(this, function () {
'use strict';
var Img;
var Canvas;
if (typeof Image !== 'undefined') {
Img = Image;
} else {
Canvas = require('canvas-prebuilt');
Img = Canvas.Image;
}
var document = typeof window !== "undefined" ? window.document : {
createElement: function() {
// This will work as long as only createElement is used on window.document
return new Canvas();
}
};
var oldGlobalSettings = {};
var globalOutputSettings = oldGlobalSettings;
function setGlobalOutputSettings(settings) {
var msg = 'warning resemble.outputSettings mutates global state, and ' +
'will be removed in 3.0.0';
console.warn(msg);
globalOutputSettings = settings;
return this
}
var resemble = function( fileData ){
var pixelTransparency = 1;
var errorPixelColor = { // Color for Error Pixels. Between 0 and 255.
red: 255,
green: 0,
blue: 255,
alpha: 255
};
var targetPix = {r: 0, g: 0, b: 0, a: 0}; // isAntialiased
function colorsDistance(c1, c2){
return (Math.abs(c1.r - c2.r) + Math.abs(c1.g - c2.g) + Math.abs(c1.b - c2.b))/3;
}
function withinBoundingBox(x, y, width, height, box) {
return x > (box.left || 0) &&
x < (box.right || width) &&
y > (box.top || 0) &&
y < (box.bottom || height);
}
function withinComparedArea(x, y, width, height) {
var isIncluded = true;
if (boundingBox !== undefined && !withinBoundingBox(x, y, width, height, boundingBox)) {
isIncluded = false;
}
if (ignoredBox !== undefined && withinBoundingBox(x, y, width, height, ignoredBox)) {
isIncluded = false;
}
return isIncluded;
}
var errorPixelTransform = {
flat: function (px, offset) {
px[offset] = errorPixelColor.red;
px[offset + 1] = errorPixelColor.green;
px[offset + 2] = errorPixelColor.blue;
px[offset + 3] = errorPixelColor.alpha;
},
movement: function (px, offset, d1, d2) {
px[offset] = ((d2.r * (errorPixelColor.red / 255)) + errorPixelColor.red) / 2;
px[offset + 1] = ((d2.g * (errorPixelColor.green / 255)) + errorPixelColor.green) / 2;
px[offset + 2] = ((d2.b * (errorPixelColor.blue / 255)) + errorPixelColor.blue) / 2;
px[offset + 3] = d2.a;
},
flatDifferenceIntensity: function (px, offset, d1, d2) {
px[offset] = errorPixelColor.red;
px[offset + 1] = errorPixelColor.green;
px[offset + 2] = errorPixelColor.blue;
px[offset + 3] = colorsDistance(d1, d2);
},
movementDifferenceIntensity: function (px, offset, d1, d2) {
var ratio = colorsDistance(d1, d2) / 255 * 0.8;
px[offset] = ((1 - ratio) * (d2.r * (errorPixelColor.red / 255)) + ratio * errorPixelColor.red);
px[offset + 1] = ((1 - ratio) * (d2.g * (errorPixelColor.green / 255)) + ratio * errorPixelColor.green);
px[offset + 2] = ((1 - ratio) * (d2.b * (errorPixelColor.blue / 255)) + ratio * errorPixelColor.blue);
px[offset + 3] = d2.a;
},
diffOnly: function (px, offset, d1, d2) {
px[offset] = d2.r;
px[offset + 1] = d2.g;
px[offset + 2] = d2.b;
px[offset + 3] = d2.a;
}
};
var errorPixel = errorPixelTransform.flat;
var errorType;
var boundingBox;
var ignoredBox;
var largeImageThreshold = 1200;
var useCrossOrigin = true;
var data = {};
var images = [];
var updateCallbackArray = [];
var tolerance = { // between 0 and 255
red: 16,
green: 16,
blue: 16,
alpha: 16,
minBrightness: 16,
maxBrightness: 240
};
var ignoreAntialiasing = false;
var ignoreColors = false;
var scaleToSameSize = false;
function triggerDataUpdate(){
var len = updateCallbackArray.length;
var i;
for(i=0;i<len;i++){
if (typeof updateCallbackArray[i] === 'function'){
updateCallbackArray[i](data);
}
}
}
function loop(w, h, callback){
var x,y;
for (x=0;x<w;x++){
for (y=0;y<h;y++){
callback(x, y);
}
}
}
function parseImage(sourceImageData, width, height){
var pixelCount = 0;
var redTotal = 0;
var greenTotal = 0;
var blueTotal = 0;
var alphaTotal = 0;
var brightnessTotal = 0;
var whiteTotal = 0;
var blackTotal = 0;
loop(width, height, function(horizontalPos, verticalPos){
var offset = (verticalPos*width + horizontalPos) * 4;
var red = sourceImageData[offset];
var green = sourceImageData[offset + 1];
var blue = sourceImageData[offset + 2];
var alpha = sourceImageData[offset + 3];
var brightness = getBrightness(red,green,blue);
if (red == green && red == blue && alpha) {
if (red == 0) {
blackTotal++
} else if (red == 255) {
whiteTotal++
}
}
pixelCount++;
redTotal += red / 255 * 100;
greenTotal += green / 255 * 100;
blueTotal += blue / 255 * 100;
alphaTotal += (255 - alpha) / 255 * 100;
brightnessTotal += brightness / 255 * 100;
});
data.red = Math.floor(redTotal / pixelCount);
data.green = Math.floor(greenTotal / pixelCount);
data.blue = Math.floor(blueTotal / pixelCount);
data.alpha = Math.floor(alphaTotal / pixelCount);
data.brightness = Math.floor(brightnessTotal / pixelCount);
data.white = Math.floor(whiteTotal / pixelCount * 100);
data.black = Math.floor(blackTotal / pixelCount * 100);
triggerDataUpdate();
}
function loadImageData( fileData, callback ){
var fileReader;
var hiddenImage = new Img();
if (!hiddenImage.setAttribute) {
hiddenImage.setAttribute = function setAttribute() { };
}
if(useCrossOrigin) {
hiddenImage.setAttribute('crossorigin', 'anonymous');
}
hiddenImage.onerror = function (err) {
hiddenImage.onload = null;
hiddenImage.onerror = null; //fixes pollution between calls
images.push({ error : err ? err + "" : "Image load error." });
callback();
};
hiddenImage.onload = function() {
hiddenImage.onload = null; //fixes pollution between calls
hiddenImage.onerror = null;
var hiddenCanvas = document.createElement('canvas');
var imageData;
// don't assign to hiddenImage, see https://github.com/Huddle/Resemble.js/pull/87/commits/300d43352a2845aad289b254bfbdc7cd6a37e2d7
var width = hiddenImage.width;
var height = hiddenImage.height;
if( scaleToSameSize && images.length == 1 ){
width = images[0].width;
height = images[0].height;
}
hiddenCanvas.width = width;
hiddenCanvas.height = height;
hiddenCanvas.getContext('2d').drawImage(hiddenImage, 0, 0, width, height);
imageData = hiddenCanvas.getContext('2d').getImageData(0, 0, width, height);
images.push(imageData);
callback(imageData, width, height);
};
if (typeof fileData === 'string') {
hiddenImage.src = fileData;
if (hiddenImage.complete && hiddenImage.naturalWidth > 0) {
hiddenImage.onload();
}
} else if (typeof fileData.data !== 'undefined'
&& typeof fileData.width === 'number'
&& typeof fileData.height === 'number') {
images.push(fileData);
callback(fileData, fileData.width, fileData.height);
} else if (typeof Buffer !== 'undefined' && fileData instanceof Buffer){
// If we have Buffer, assume we're on Node+Canvas and its supported
hiddenImage.src = fileData;
} else {
fileReader = new FileReader();
fileReader.onload = function (event) {
hiddenImage.src = event.target.result;
};
fileReader.readAsDataURL(fileData);
}
}
function isColorSimilar(a, b, color){
var absDiff = Math.abs(a - b);
if(typeof a === 'undefined'){
return false;
}
if(typeof b === 'undefined'){
return false;
}
if(a === b){
return true;
} else if ( absDiff < tolerance[color] ) {
return true;
} else {
return false;
}
}
function isPixelBrightnessSimilar(d1, d2){
var alpha = isColorSimilar(d1.a, d2.a, 'alpha');
var brightness = isColorSimilar(d1.brightness, d2.brightness, 'minBrightness');
return brightness && alpha;
}
function getBrightness(r,g,b){
return 0.3*r + 0.59*g + 0.11*b;
}
function isRGBSame(d1,d2){
var red = d1.r === d2.r;
var green = d1.g === d2.g;
var blue = d1.b === d2.b;
return red && green && blue;
}
function isRGBSimilar(d1, d2){
var red = isColorSimilar(d1.r,d2.r,'red');
var green = isColorSimilar(d1.g,d2.g,'green');
var blue = isColorSimilar(d1.b,d2.b,'blue');
var alpha = isColorSimilar(d1.a, d2.a, 'alpha');
return red && green && blue && alpha;
}
function isContrasting(d1, d2){
return Math.abs(d1.brightness - d2.brightness) > tolerance.maxBrightness;
}
function getHue(r,g,b){
r = r / 255;
g = g / 255;
b = b / 255;
var max = Math.max(r, g, b), min = Math.min(r, g, b);
var h;
var d;
if (max == min){
h = 0; // achromatic
} else{
d = max - min;
switch(max){
case r: h = (g - b) / d + (g < b ? 6 : 0); break;
case g: h = (b - r) / d + 2; break;
case b: h = (r - g) / d + 4; break;
}
h /= 6;
}
return h;
}
function isAntialiased(sourcePix, data, cacheSet, verticalPos, horizontalPos, width){
var offset;
var distance = 1;
var i;
var j;
var hasHighContrastSibling = 0;
var hasSiblingWithDifferentHue = 0;
var hasEquivalentSibling = 0;
addHueInfo(sourcePix);
for (i = distance*-1; i <= distance; i++){
for (j = distance*-1; j <= distance; j++){
if(i===0 && j===0){
// ignore source pixel
} else {
offset = ((verticalPos+j)*width + (horizontalPos+i)) * 4;
if(!getPixelInfo(targetPix , data, offset, cacheSet)){
continue;
}
addBrightnessInfo(targetPix);
addHueInfo(targetPix);
if( isContrasting(sourcePix, targetPix) ){
hasHighContrastSibling++;
}
if( isRGBSame(sourcePix,targetPix) ){
hasEquivalentSibling++;
}
if( Math.abs(targetPix.h - sourcePix.h) > 0.3 ){
hasSiblingWithDifferentHue++;
}
if( hasSiblingWithDifferentHue > 1 || hasHighContrastSibling > 1){
return true;
}
}
}
}
if(hasEquivalentSibling < 2){
return true;
}
return false;
}
function copyPixel(px, offset, data){
if (errorType === 'diffOnly') {
return;
}
px[offset] = data.r; //r
px[offset + 1] = data.g; //g
px[offset + 2] = data.b; //b
px[offset + 3] = data.a * pixelTransparency; //a
}
function copyGrayScalePixel(px, offset, data){
if (errorType === 'diffOnly') {
return;
}
px[offset] = data.brightness; //r
px[offset + 1] = data.brightness; //g
px[offset + 2] = data.brightness; //b
px[offset + 3] = data.a * pixelTransparency; //a
}
function getPixelInfo(dst, data, offset) {
if (data.length > offset) {
dst.r = data[offset];
dst.g = data[offset + 1];
dst.b = data[offset + 2];
dst.a = data[offset + 3];
return true;
}
return false;
}
function addBrightnessInfo(data){
data.brightness = getBrightness(data.r,data.g,data.b); // 'corrected' lightness
}
function addHueInfo(data){
data.h = getHue(data.r,data.g,data.b);
}
function analyseImages(img1, img2, width, height){
var hiddenCanvas = document.createElement('canvas');
var data1 = img1.data;
var data2 = img2.data;
hiddenCanvas.width = width;
hiddenCanvas.height = height;
var context = hiddenCanvas.getContext('2d');
var imgd = context.createImageData(width,height);
var targetPix = imgd.data;
var mismatchCount = 0;
var diffBounds = {
top: height,
left: width,
bottom: 0,
right: 0
};
var updateBounds = function(x, y) {
diffBounds.left = Math.min(x, diffBounds.left);
diffBounds.right = Math.max(x, diffBounds.right);
diffBounds.top = Math.min(y, diffBounds.top);
diffBounds.bottom = Math.max(y, diffBounds.bottom);
};
var time = Date.now();
var skip;
if(!!largeImageThreshold && ignoreAntialiasing && (width > largeImageThreshold || height > largeImageThreshold)){
skip = 6;
}
var pixel1 = {r: 0, g: 0, b: 0, a: 0};
var pixel2 = { r: 0, g: 0, b: 0, a: 0 };
loop(width, height, function(horizontalPos, verticalPos){
if(skip){ // only skip if the image isn't small
if(verticalPos % skip === 0 || horizontalPos % skip === 0){
return;
}
}
var offset = (verticalPos*width + horizontalPos) * 4;
var isWithinComparedArea = withinComparedArea(horizontalPos, verticalPos, width, height);
if (!getPixelInfo(pixel1, data1, offset, 1) || !getPixelInfo(pixel2, data2, offset, 2)) {
return;
}
if (ignoreColors){
addBrightnessInfo(pixel1);
addBrightnessInfo(pixel2);
if( isPixelBrightnessSimilar(pixel1, pixel2) || !isWithinComparedArea ){
copyGrayScalePixel(targetPix, offset, pixel2);
} else {
errorPixel(targetPix, offset, pixel1, pixel2);
mismatchCount++;
updateBounds(horizontalPos, verticalPos);
}
return;
}
if( isRGBSimilar(pixel1, pixel2) || !isWithinComparedArea ){
copyPixel(targetPix, offset, pixel1);
} else if( ignoreAntialiasing && (
addBrightnessInfo(pixel1), // jit pixel info augmentation looks a little weird, sorry.
addBrightnessInfo(pixel2),
isAntialiased(pixel1, data1, 1, verticalPos, horizontalPos, width) ||
isAntialiased(pixel2, data2, 2, verticalPos, horizontalPos, width)
)){
if( isPixelBrightnessSimilar(pixel1, pixel2) || !isWithinComparedArea ){
copyGrayScalePixel(targetPix, offset, pixel2);
} else {
errorPixel(targetPix, offset, pixel1, pixel2);
mismatchCount++;
updateBounds(horizontalPos, verticalPos);
}
} else {
errorPixel(targetPix, offset, pixel1, pixel2);
mismatchCount++;
updateBounds(horizontalPos, verticalPos);
}
});
data.rawMisMatchPercentage = (mismatchCount / (height*width) * 100);
data.misMatchPercentage = data.rawMisMatchPercentage.toFixed(2);
data.diffBounds = diffBounds;
data.analysisTime = Date.now() - time;
data.getImageDataUrl = function(text){
var barHeight = 0;
if(text){
barHeight = addLabel(text,context,hiddenCanvas);
}
context.putImageData(imgd, 0, barHeight);
return hiddenCanvas.toDataURL("image/png");
};
if (hiddenCanvas.toBuffer) {
data.getBuffer = function(includeOriginal) {
if (includeOriginal) {
var imageWidth = hiddenCanvas.width + 2;
hiddenCanvas.width = imageWidth * 3;
context.putImageData(img1, 0, 0);
context.putImageData(img2, imageWidth, 0);
context.putImageData(imgd, imageWidth * 2, 0);
} else {
context.putImageData(imgd, 0, 0);
}
return hiddenCanvas.toBuffer();
}
}
}
function addLabel(text, context, hiddenCanvas){
var textPadding = 2;
context.font = '12px sans-serif';
var textWidth = context.measureText(text).width + textPadding*2;
var barHeight = 22;
if(textWidth > hiddenCanvas.width){
hiddenCanvas.width = textWidth;
}
hiddenCanvas.height += barHeight;
context.fillStyle = "#666";
context.fillRect(0,0,hiddenCanvas.width,barHeight -4);
context.fillStyle = "#fff";
context.fillRect(0,barHeight -4,hiddenCanvas.width, 4);
context.fillStyle = "#fff";
context.textBaseline = "top";
context.font = '12px sans-serif';
context.fillText(text, textPadding, 1);
return barHeight;
}
function normalise(img, w, h){
var c;
var context;
if(img.height < h || img.width < w){
c = document.createElement('canvas');
c.width = w;
c.height = h;
context = c.getContext('2d');
context.putImageData(img, 0, 0);
return context.getImageData(0, 0, w, h);
}
return img;
}
function outputSettings(options){
var key;
var undefined;
if(options.errorColor){
for (key in options.errorColor) {
errorPixelColor[key] = options.errorColor[key] === undefined ? errorPixelColor[key] : options.errorColor[key];
}
}
if(options.errorType && errorPixelTransform[options.errorType] ){
errorPixel = errorPixelTransform[options.errorType];
errorType = options.errorType;
}
if(options.errorPixel && typeof options.errorPixel === "function") {
errorPixel = options.errorPixel;
}
pixelTransparency = isNaN(Number(options.transparency)) ? pixelTransparency : options.transparency;
if (options.largeImageThreshold !== undefined) {
largeImageThreshold = options.largeImageThreshold;
}
if (options.useCrossOrigin !== undefined) {
useCrossOrigin = options.useCrossOrigin;
}
if (options.boundingBox !== undefined) {
boundingBox = options.boundingBox;
}
if (options.ignoredBox !== undefined) {
ignoredBox = options.ignoredBox;
}
}
function compare(one, two){
if (globalOutputSettings !== oldGlobalSettings) {
outputSettings(globalOutputSettings);
}
function onceWeHaveBoth(){
var width;
var height;
if(images.length === 2){
if( images[0].error || images[1].error ){
data = {};
data.error = images[0].error ? images[0].error : images[1].error;
triggerDataUpdate();
return;
}
width = images[0].width > images[1].width ? images[0].width : images[1].width;
height = images[0].height > images[1].height ? images[0].height : images[1].height;
if( (images[0].width === images[1].width) && (images[0].height === images[1].height) ){
data.isSameDimensions = true;
} else {
data.isSameDimensions = false;
}
data.dimensionDifference = { width: images[0].width - images[1].width, height: images[0].height - images[1].height };
analyseImages( normalise(images[0],width, height), normalise(images[1],width, height), width, height);
triggerDataUpdate();
}
}
images = [];
loadImageData(one, onceWeHaveBoth);
loadImageData(two, onceWeHaveBoth);
}
function getCompareApi(param){
var secondFileData,
hasMethod = typeof param === 'function';
if( !hasMethod ){
// assume it's file data
secondFileData = param;
}
var self = {
scaleToSameSize: function(){
scaleToSameSize = true;
if(hasMethod) { param(); }
return self;
},
useOriginalSize: function(){
scaleToSameSize = false;
if(hasMethod) { param(); }
return self;
},
ignoreNothing: function(){
tolerance.red = 0;
tolerance.green = 0;
tolerance.blue = 0;
tolerance.alpha = 0;
tolerance.minBrightness = 0;
tolerance.maxBrightness = 255;
ignoreAntialiasing = false;
ignoreColors = false;
if(hasMethod) { param(); }
return self;
},
ignoreLess: function(){
tolerance.red = 16;
tolerance.green = 16;
tolerance.blue = 16;
tolerance.alpha = 16;
tolerance.minBrightness = 16;
tolerance.maxBrightness = 240;
ignoreAntialiasing = false;
ignoreColors = false;
if(hasMethod) { param(); }
return self;
},
ignoreAntialiasing: function(){
tolerance.red = 32;
tolerance.green = 32;
tolerance.blue = 32;
tolerance.alpha = 32;
tolerance.minBrightness = 64;
tolerance.maxBrightness = 96;
ignoreAntialiasing = true;
ignoreColors = false;
if(hasMethod) { param(); }
return self;
},
ignoreColors: function(){
tolerance.alpha = 16;
tolerance.minBrightness = 16;
tolerance.maxBrightness = 240;
ignoreAntialiasing = false;
ignoreColors = true;
if(hasMethod) { param(); }
return self;
},
ignoreAlpha: function() {
tolerance.red = 16;
tolerance.green = 16;
tolerance.blue = 16;
tolerance.alpha = 255;
tolerance.minBrightness = 16;
tolerance.maxBrightness = 240;
ignoreAntialiasing = false;
ignoreColors = false;
if(hasMethod) { param(); }
return self;
},
repaint: function(){
if(hasMethod) { param(); }
return self;
},
outputSettings: function(options) {
outputSettings(options);
return self;
},
onComplete: function( callback ){
updateCallbackArray.push(callback);
var wrapper = function(){
compare(fileData, secondFileData);
};
wrapper();
return getCompareApi(wrapper);
}
};
return self;
}
var rootSelf = {
onComplete: function( callback ){
updateCallbackArray.push(callback);
loadImageData(fileData, function(imageData, width, height){
parseImage(imageData.data, width, height);
});
},
compareTo: function(secondFileData){
return getCompareApi(secondFileData);
},
outputSettings: function(options) {
outputSettings(options);
return rootSelf;
}
};
return rootSelf;
};
function applyIgnore(api, ignore) {
switch (ignore) {
case 'nothing':
api.ignoreNothing();
break;
case 'less':
api.ignoreLess();
break;
case 'antialiasing':
api.ignoreAntialiasing();
break;
case 'colors':
api.ignoreColors();
break;
case 'alpha':
api.ignoreAlpha();
break;
default:
throw new Error('Invalid ignore: ' + ignore);
break;
}
}
resemble.compare = function (image1, image2, options, callback) {
if (typeof options === 'function') {
callback = options;
options = undefined;
}
var res = resemble(image1), opt = options || {}, compare;
if (opt.output) {
res.outputSettings(opt.output);
}
compare = res.compareTo(image2);
if (opt.scaleToSameSize) {
compare.scaleToSameSize();
}
if (typeof opt.ignore === 'string') {
applyIgnore(compare, opt.ignore);
} else if (opt.ignore && opt.ignore.forEach) {
opt.ignore.forEach(function (v) {
applyIgnore(compare, v);
});
}
compare.onComplete(function(data) {
if (data.error) {
callback(data.error);
} else {
callback(null, data);
}
});
};
resemble.outputSettings = setGlobalOutputSettings;
return resemble;
}));