const onecolor = one.color const styleCheckList = Vue.ref({ isPosition: false, isColor: true, isFontSize: true, isFontStyle: false, isFontWeight: false, isBackgroundColor: true, isBorderRadius: true, isBorderWidth: true, isOpacity: false, ignoreUnvisible: true }) const maxElsLimit = Vue.ref(1500) const sourceEls = Vue.ref([]) const targetEls = Vue.ref([]) const targetHaveAssEls = Vue.ref([]) const targetNoAssEls = Vue.ref([]) const getElements = (toPlaywright = true) => { let toList = []; const ref = document.body; const parentWidth = ref.offsetWidth const parentHeight = document.documentElement.clientHeight const parentScrollHeight = ref.scrollHeight let elements = []; elements = document.querySelectorAll('body *') toList.splice(0, toList.length); for (let el of elements) { if (['script'].includes(el.tagName.toLowerCase())) continue if (isUnvisible(el)) continue toList.push(el) } if (toList.length > maxElsLimit.value) { toList = toList.slice(0, maxElsLimit.value) } toList.forEach((el) => { let clientRect = el.getBoundingClientRect() let pos = { left: clientRect.left + scrollX, right: clientRect.right + scrollX, top: clientRect.top + scrollY, bottom: clientRect.bottom + scrollY, width: clientRect.width, height: clientRect.height } const isFixedOrSticky = ['fixed', 'sticky'].includes( getComputedStyle(el).position ) if (isFixedOrSticky) { pos.left = clientRect.left pos.right = clientRect.right pos.top = clientRect.top pos.bottom = clientRect.bottom } let biasX = [] let biasY = [] if (pos.left < parentWidth / 2) biasX = ['left'] else biasX = ['right'] if (pos.left < parentWidth / 2 && pos.right > parentWidth / 2) biasX.push('mid') if (pos.top < parentHeight / 2) biasY = ['top'] else if (pos.top > parentScrollHeight - parentHeight / 2) biasY = ['bottom'] else biasY = ['scroll'] if (pos.top < parentHeight / 2 && pos.bottom > parentHeight / 2 && isFixedOrSticky) biasY.push('mid') el.alisaInfo = { elInfo: { pos: pos, biasX, biasY }, parentInfo: { width: parentWidth, height: parentHeight, scrollHeight: parentScrollHeight }, styles: getComputedStyle(el), groupLeft: [], groupRight: [], groupTop: [], groupBottom: [], groupAxisWidth: [], groupAxisHeight: [], groupAll: [], raceList: [], assElement: null, assLayoutSimScore: 0, assStyleSimScore: 0 } }) toList.forEach((el) => { getSameGroup(el, toList, 'left') getSameGroup(el, toList, 'right') getSameGroup(el, toList, 'top') getSameGroup(el, toList, 'bottom') getSameGroup(el, toList, 'axisWidth') getSameGroup(el, toList, 'axisHeight') }) toList.forEach((el) => { getSameRace(el, toList) }) if (!toPlaywright) return toList; let formatList = []; toList.forEach((el, idx) => { el._idx = idx; let formatItem = { idx: idx, isAlisaObj: true, tagName: el.tagName, innerText: el.innerText ? el.innerText : false, alisaInfo: { ...el.alisaInfo } } formatList.push(formatItem) }) formatList.forEach((el) => { let decodeKeys = [ 'groupLeft', 'groupRight', 'groupTop', 'groupBottom', 'groupAxisWidth', 'groupAxisHeight', 'groupAll', 'raceList' ] for (let key of decodeKeys) { let dl = [] for (let keyItem of el.alisaInfo[key]) { dl.push(keyItem._idx) } el.alisaInfo[key] = dl; } }) return formatList; } const isUnvisible = (el) => { const style = getComputedStyle(el); const rect = el.getBoundingClientRect(); const hidden = style.display === 'none' || style.visibility === 'hidden' || style.opacity === '0' || rect.width === 0 || rect.height === 0; return hidden; } const getSameGroup = (el, elList, direction, offset = 5) => { let idx = elList.indexOf(el) if (idx < 0) return const Direction = direction.slice(0, 1).toUpperCase() + direction.slice(1) const isSamePos = (direction, pos1, pos2, offset) => { if (['left', 'top', 'right', 'bottom'].includes(direction)) if (Math.abs(pos1[direction] - pos2[direction]) <= offset) return true if (direction == 'axisWidth') if (Math.abs(pos1.width / 2 + pos1.left - pos2.width / 2 - pos2.left) <= offset) return true if (direction == 'axisHeight') if (Math.abs(pos1.height / 2 + pos1.top - pos2.height / 2 - pos2.top) <= offset) return true return false } elList.forEach((element, i) => { if (idx == i) return if ( isSamePos( direction, el.alisaInfo.elInfo.pos, element.alisaInfo.elInfo.pos, offset ) ) { el.alisaInfo[`group${Direction}`].push(element) let itemIndex = el.alisaInfo.groupAll.indexOf(element) if (itemIndex < 0) el.alisaInfo.groupAll.push(element) } }) } const getSameRace = (el, elList) => { let idx = elList.indexOf(el) if (idx < 0) return const isSameRace = (el1, el2) => { const groupAll = el1.alisaInfo.groupAll if (groupAll.indexOf(el2) < 0) return false if (el1.tagName != el2.tagName) return false return el1.className == el2.className } elList.forEach((element, i) => { if (idx == i) return if (isSameRace(el, element)) { el.alisaInfo.raceList.push(element) } }) } const getAllAssociated = (sources, offset = 5, callback = null) => { let encodeKeys = [ 'groupLeft', 'groupRight', 'groupTop', 'groupBottom', 'groupAxisWidth', 'groupAxisHeight', 'groupAll', 'raceList' ] sources.forEach(el => { for (let key of encodeKeys) { let dl = [] for (let idx of el.alisaInfo[key]) { dl.push(sources[idx]) } el.alisaInfo[key] = dl; } }); sourceEls.value = sources; targetHaveAssEls.value = []; targetNoAssEls.value = []; targetEls.value.forEach((el) => { getElAssociated(el, sourceEls.value, offset, callback) }) } const getLayoutSim = (sources, offset = 5, callback = null) => { getAllAssociated(sources, offset, callback); let allTargetEls = targetEls.value let viewedEls = [] let count = 0 allTargetEls.forEach((ei) => { if (viewedEls.indexOf(ei) < 0) { count += 1 viewedEls.push(ei) ei.alisaInfo.raceList.forEach((ri) => { viewedEls.push(ri) }) } }) let arraysEqual = (a, b) => { if (!(Array.isArray(a) && Array.isArray(b))) return 'not equal' let status = 'equal' a.forEach((ai) => { if (ai !== 'mid' && b.indexOf(ai) < 0) { status = 'not equal' return } if (ai === 'mid' && b.indexOf(ai) < 0) { status = 'partial equal' return } }) return status } let posDiff = (val1, val2, ref) => { if (Math.abs(val1 - val2) / ref > 1) return 0 return 1 - Math.abs(val1 - val2) / ref } targetHaveAssEls.value.forEach((el) => { let layoutWeight = 1 / (el.alisaInfo.raceList.length + 1) / count let score = layoutWeight * 100 let assEl = el.alisaInfo.assElement let halfWidth = el.alisaInfo.parentInfo.width / 2 let halfHeight = el.alisaInfo.parentInfo.height / 2 let biasXEqual = arraysEqual( el.alisaInfo.elInfo.biasX, assEl.alisaInfo.elInfo.biasX ) let biasYEqual = arraysEqual( el.alisaInfo.elInfo.biasY, assEl.alisaInfo.elInfo.biasY ) if (biasXEqual == 'not equal' || biasYEqual == 'not equal') score *= 0 if (biasXEqual == 'partial equal' || biasYEqual == 'partial equal') score *= 0.5 score = score * posDiff( el.alisaInfo.elInfo.pos.left, assEl.alisaInfo.elInfo.pos.left, halfWidth ) * posDiff(el.alisaInfo.elInfo.pos.top, assEl.alisaInfo.elInfo.pos.top, halfHeight) el.alisaInfo.assLayoutSimScore = score }) let relativeLayoutScore = 0 targetHaveAssEls.value.forEach((el) => { relativeLayoutScore += el.alisaInfo.assLayoutSimScore }) let misMatchedLength = 0 let matchedLength = 0 targetEls.value.forEach((targetEl) => { let assEl = targetEl.alisaInfo.assElement if (!assEl) return let targetGroupAll = targetEl.alisaInfo.groupAll let sourceGroupAll = assEl.alisaInfo.groupAll targetGroupAll.forEach((gi) => { if (!gi.alisaInfo.assElement) misMatchedLength += 1 else if (sourceGroupAll.indexOf(gi.alisaInfo.assElement) < 0) misMatchedLength += 1 else matchedLength += 1 }) }) let groupLayoutScore = (matchedLength / (matchedLength + misMatchedLength)) * 100 if (misMatchedLength === 0 && matchedLength === 0) { groupLayoutScore = 0 } console.log( relativeLayoutScore, groupLayoutScore, (relativeLayoutScore + groupLayoutScore) / 2 ) console.log(targetHaveAssEls.value) console.log(targetNoAssEls.value) return { relativeLayoutScore, groupLayoutScore, targetHaveAssEls: targetHaveAssEls.value.length, targetNoAssEls: targetNoAssEls.value.length, overallScore: (relativeLayoutScore + groupLayoutScore) / 2 } } const getStyleSim = (sources, offset = 5, callback = null) => { getAllAssociated(sources, offset, callback); let allTargetEls = targetEls.value let viewedEls = [] let count = 0 allTargetEls.forEach((ei) => { if (viewedEls.indexOf(ei) < 0) { count += 1 viewedEls.push(ei) ei.alisaInfo.raceList.forEach((ri) => { viewedEls.push(ri) }) } }) const DEFAULT_COLOR = 'rgba(0, 0, 0, 0)' const getGradientColors = (gradientCSS) => { const colorRegex = /rgba?\(\s*\d+\s*,\s*\d+\s*,\s*\d+\s*(,\s*\d?\.?\d+)?\s*\)/gi; let colors = gradientCSS.match(colorRegex) || []; if (colors.length === 0) return null; // return avg. color if multiple colors found const colorObjs = colors.map(color => onecolor(color)); let avgColor = { _red: 0, _green: 0, _blue: 0 }; for (let color of colorObjs) { avgColor._red += color._red; avgColor._green += color._green; avgColor._blue += color._blue; } avgColor._red = Math.round(avgColor._red / colorObjs.length); avgColor._green = Math.round(avgColor._green / colorObjs.length); avgColor._blue = Math.round(avgColor._blue / colorObjs.length); return avgColor; } const perceptualColorDistance = (c1, c2) => { const rMean = (c1._red + c2._red) / 2; const rDiff = c1._red - c2._red; const gDiff = c1._green - c2._green; const bDiff = c1._blue - c2._blue; return Math.sqrt( (2 + rMean / 256) * rDiff * rDiff + 4 * gDiff * gDiff + (2 + (255 - rMean) / 256) * bDiff * bDiff ); } let computedStyles = (el) => { return el.alisaInfo.styles; } let colorDiff = (tgt, src) => { const color1 = onecolor(computedStyles(src).color || DEFAULT_COLOR) const color2 = onecolor(computedStyles(tgt).color || DEFAULT_COLOR) const colorDiff = perceptualColorDistance(color1, color2); return 1 - colorDiff < 0 ? 0 : 1 - colorDiff; } let backgroundColorDiff = (tgt, src) => { let imageColor1 = getGradientColors(computedStyles(src).backgroundImage) let imageColor2 = getGradientColors(computedStyles(tgt).backgroundImage) let colorDiff = 0; if (imageColor1 || imageColor2) { if (!imageColor1) imageColor1 = onecolor(DEFAULT_COLOR); if (!imageColor2) imageColor2 = onecolor(DEFAULT_COLOR); colorDiff = perceptualColorDistance(imageColor1, imageColor2); } else { const color1 = onecolor(computedStyles(src).backgroundColor || DEFAULT_COLOR) const color2 = onecolor(computedStyles(tgt).backgroundColor || DEFAULT_COLOR) colorDiff = perceptualColorDistance(color1, color2); } return 1 - colorDiff < 0 ? 0 : 1 - colorDiff; } let fontSizeDiff = (tgt, src) => { let size1 = computedStyles(src).fontSize; let size2 = computedStyles(tgt).fontSize; size1 = parseFloat(size1); size2 = parseFloat(size2); let sizeDiff = Math.abs(size1 - size2); return 1 - sizeDiff / size2; } let fontWeightDiff = (tgt, src) => { let fontWeight1 = computedStyles(src).fontWeight; let fontWeight2 = computedStyles(tgt).fontWeight; fontWeight1 = parseFloat(fontWeight1); fontWeight2 = parseFloat(fontWeight2); if (fontWeight1.toString() === 'NaN') fontWeight1 = 400; if (fontWeight2.toString() === 'NaN') fontWeight2 = 400; let sizeDiff = Math.abs(fontWeight1 - fontWeight2); return 1 - sizeDiff / fontWeight2; } let positionDiff = (tgt, src) => { let position1 = computedStyles(src).position; let position2 = computedStyles(tgt).position; return position1 == position2 ? 1 : 0; } let fontStyleDiff = (tgt, src) => { let fontStyle1 = computedStyles(src).fontStyle; let fontStyle2 = computedStyles(tgt).fontStyle; return fontStyle1 == fontStyle2 ? 1 : 0; } let borderRadiusDiff = (tgt, src) => { let topLeft1 = computedStyles(src).borderTopLeftRadius; let topLeft2 = computedStyles(tgt).borderTopLeftRadius; let topRight1 = computedStyles(src).borderTopRightRadius; let topRight2 = computedStyles(tgt).borderTopRightRadius; let bottomLeft1 = computedStyles(src).borderBottomLeftRadius; let bottomLeft2 = computedStyles(tgt).borderBottomLeftRadius; let bottomRight1 = computedStyles(src).borderBottomRightRadius; let bottomRight2 = computedStyles(tgt).borderBottomRightRadius; topLeft1 = parseFloat(topLeft1) topLeft2 = parseFloat(topLeft2) topRight1 = parseFloat(topRight1) topRight2 = parseFloat(topRight2) bottomLeft1 = parseFloat(bottomLeft1) bottomLeft2 = parseFloat(bottomLeft2) bottomRight1 = parseFloat(bottomRight1) bottomRight2 = parseFloat(bottomRight2) let topLeftDiff = Math.abs(topLeft1 - topLeft2); let topRightDiff = Math.abs(topRight1 - topRight2); let bottomLeftDiff = Math.abs(bottomLeft1 - bottomLeft2); let bottomRightDiff = Math.abs(bottomRight1 - bottomRight2); let targetRelative = tgt.alisaInfo.elInfo.pos.height; targetRelative = targetRelative > tgt.alisaInfo.elInfo.pos.width ? tgt.alisaInfo.elInfo.pos.width / 2 : targetRelative / 2; let avg = (topLeftDiff + topRightDiff + bottomLeftDiff + bottomRightDiff) / targetRelative; avg = avg > 1 ? 1 : avg; return 1 - avg; } let borderWidthDiff = (tgt, src) => { let top1 = computedStyles(src).borderTopWidth; let top2 = computedStyles(tgt).borderTopWidth; let right1 = computedStyles(src).borderRightWidth; let right2 = computedStyles(tgt).borderRightWidth; let bottom1 = computedStyles(src).borderBottomWidth; let bottom2 = computedStyles(tgt).borderBottomWidth; let left1 = computedStyles(src).borderLeftWidth; let left2 = computedStyles(tgt).borderLeftWidth; top1 = parseFloat(top1) top2 = parseFloat(top2) right1 = parseFloat(right1) right2 = parseFloat(right2) bottom1 = parseFloat(bottom1) bottom2 = parseFloat(bottom2) left1 = parseFloat(left1) left2 = parseFloat(left2) let topDiff = Math.abs(top1 - top2); let rightDiff = Math.abs(right1 - right2); let bottomDiff = Math.abs(bottom1 - bottom2); let leftDiff = Math.abs(left1 - left2); let targetRelative = tgt.alisaInfo.elInfo.pos.height; targetRelative = targetRelative > tgt.alisaInfo.elInfo.pos.width ? tgt.alisaInfo.elInfo.pos.width / 2 : targetRelative / 2; let avg = (topDiff + rightDiff + bottomDiff + leftDiff) / targetRelative; avg = avg > 1 ? 1 : avg; return 1 - avg; } let opacityDiff = (tgt, src) => { let opacity1 = computedStyles(src).opacity; let opacity2 = computedStyles(tgt).opacity; opacity1 = parseFloat(opacity1); opacity2 = parseFloat(opacity2); if (opacity1.toString() === 'NaN') opacity1 = 1; if (opacity2.toString() === 'NaN') opacity2 = 1; let sizeDiff = Math.abs(opacity1 - opacity2); return 1 - sizeDiff / opacity2; } targetHaveAssEls.value.forEach((el) => { let layoutWeight = 1 / (el.alisaInfo.raceList.length + 1) / count let score = layoutWeight * 100 let unitScoreList = []; let assEl = el.alisaInfo.assElement if (styleCheckList.value.isPosition) unitScoreList.push(positionDiff(el, assEl)); if (styleCheckList.value.isColor) unitScoreList.push(colorDiff(el, assEl)); if (styleCheckList.value.isBackgroundColor) unitScoreList.push(backgroundColorDiff(el, assEl)); if (styleCheckList.value.isFontSize) unitScoreList.push(fontSizeDiff(el, assEl)); if (styleCheckList.value.isFontStyle) unitScoreList.push(fontStyleDiff(el, assEl)); if (styleCheckList.value.isFontWeight) unitScoreList.push(fontWeightDiff(el, assEl)); if (styleCheckList.value.isBorderRadius) unitScoreList.push(borderRadiusDiff(el, assEl)) if (styleCheckList.value.isBorderWidth) unitScoreList.push(borderWidthDiff(el, assEl)) if (styleCheckList.value.isOpacity) unitScoreList.push(opacityDiff(el, assEl)) const sum = unitScoreList.reduce((acc, val) => acc + val, 0); const avg = sum / unitScoreList.length; el.alisaInfo.assStyleSimScore = score * avg; }) let relativeStyleScore = 0 targetHaveAssEls.value.forEach((el) => { relativeStyleScore += el.alisaInfo.assStyleSimScore }) console.log(relativeStyleScore) return { relativeStyleScore } } const getElAssociated = (targetEl, sourceElList, offset = 5, callBack = null) => { let candidateList = [...sourceElList] let sizeDiff = (source, target) => { return ( Math.abs( source.alisaInfo.elInfo.pos.width - target.alisaInfo.elInfo.pos.width ) + Math.abs( source.alisaInfo.elInfo.pos.height - target.alisaInfo.elInfo.pos.height ) ) } let posDiff = (source, target) => { return Math.sqrt( Math.pow( target.alisaInfo.elInfo.pos.left - source.alisaInfo.elInfo.pos.left, 2 ) + Math.pow( target.alisaInfo.elInfo.pos.top - source.alisaInfo.elInfo.pos.top, 2 ) ) } candidateList.sort((a, b) => { const aSizeDiff = sizeDiff(a, targetEl) const bSizeDiff = sizeDiff(b, targetEl) if (aSizeDiff == bSizeDiff) { const aPosDiff = posDiff(a, targetEl) const bPosDiff = posDiff(b, targetEl) return aPosDiff - bPosDiff } return aSizeDiff - bSizeDiff }) if (targetEl.innerText == '' || !targetEl.innerText) { for (let item of candidateList) { if (sizeDiff(item, targetEl) <= offset * 2) { targetEl.alisaInfo.assElement = item item.alisaInfo.assElement = targetEl targetHaveAssEls.value.push(targetEl) if (callBack) callBack(targetEl, item) return } } } else { for (let item of candidateList) { if (LCSSim(item.innerText, targetEl.innerText) >= 0.8) { targetEl.alisaInfo.assElement = item item.alisaInfo.assElement = targetEl targetHaveAssEls.value.push(targetEl) if (callBack) callBack(targetEl, item) return } } } targetNoAssEls.value.push(targetEl) } const LCS = (a, b) => { const dp = Array(a.length + 1).fill() .map(() => Array(b.length + 1).fill(0)) for (let i = 1; i <= a.length; i++) { for (let j = 1; j <= b.length; j++) { dp[i][j] = a[i - 1] === b[j - 1] ? dp[i - 1][j - 1] + 1 : Math.max(dp[i - 1][j], dp[i][j - 1]) } } return dp[a.length][b.length] } const LCSSim = (a, b) => { if (!a || !b) return 0; const lcsLength = LCS(a, b) return lcsLength / Math.max(a.length, b.length) }