document.addEventListener('DOMContentLoaded', () => { const converter = new showdown.Converter(); const element = document.getElementById('aiSummaryMarkdown'); element.innerHTML = converter.makeHtml(element.innerHTML); }); // =========================================================================================== // Common chart options const commonChartOptions = { chart: {backgroundColor: null, style: {color: '#FFFFFF'}, animation: false, boost: {useGPUTranslations: true, usePreallocated: true}}, title: {style: {color: '#FFFFFF', fontSize: '16px'}}, subtitle: {style: {color: '#FFFFFF', fontSize: '12px'}}, xAxis: {labels: {style: {color: '#FFFFFF'}}, lineColor: '#FFFFFF', tickColor: '#FFFFFF'}, yAxis: {labels: {style: {color: '#FFFFFF'}}, gridLineColor: 'rgba(255, 255, 255, 0.1)', title: {text: false}}, tooltip: {backgroundColor: '#1E1E1E', borderColor: '#FFFFFF', style: {color: '#FFFFFF'}}, legend: {itemStyle: {color: '#FFFFFF'}}, credits: {enabled: false}, plotOptions: {series: {animation: false}} }; // Highcharts global options Highcharts.setOptions({chart: {animation: false}, plotOptions: {series: {animation: false}}}); const colors = Highcharts.getOptions().colors; // =========================================================================================== function getLineChartOptions(title, description, unit, maxY = null) { return { ...commonChartOptions, chart: {...commonChartOptions.chart, type: 'line', zooming: {type: 'x'}}, title: {...commonChartOptions.title, text: title}, subtitle: {...commonChartOptions.subtitle, text: description}, xAxis: {...commonChartOptions.xAxis, labels: {enabled: false}}, // Hide X-axis labels yAxis: {...commonChartOptions.yAxis, max: maxY, labels: {...commonChartOptions.yAxis.labels, formatter: function() {return this.value.toFixed(2) + ' ' + unit;}}}, tooltip: {...commonChartOptions.tooltip, pointFormat: `{series.name}: {point.y:.2f} ${unit}
`}, plotOptions: {line: {marker: {enabled: false, symbol: 'circle', radius: 1.5, states: {hover: {enabled: true}}}, lineWidth: 1}}, legend: {...commonChartOptions.legend, enabled: true}, series: [], exporting: {buttons: {contextButton: {menuItems: ['viewFullscreen', 'printChart', 'separator', 'downloadPNG', 'downloadJPEG', 'downloadPDF', 'downloadSVG', 'separator', 'downloadCSV', 'downloadXLS']}}} }; } function createChart(chartId, title, description, unit, dataArrays, maxY = null) { const options = getLineChartOptions(title, description, unit, maxY); options.series = dataArrays.map((dataArray, index) => ({name: dataArray.label, data: dataArray.data, color: colors[index % colors.length]})); Highcharts.chart(chartId, options); } // Create line charts createChart('fpsChart', 'FPS', 'More is better', 'fps', fpsDataArrays); createChart('fpsChart2', 'FPS', 'More is better', 'fps', fpsDataArrays); createChart('frameTimeChart', 'Frametime', 'Less is better', 'ms', frameTimeDataArrays); createChart('frameTimeChart2', 'Frametime', 'Less is better', 'ms', frameTimeDataArrays); createChart('cpuLoadChart', 'CPU Load', '', '%', cpuLoadDataArrays, 100); createChart('gpuLoadChart', 'GPU Load', '', '%', gpuLoadDataArrays, 100); createChart('cpuTempChart', 'CPU Temperature', '', '°C', cpuTempDataArrays); createChart('gpuTempChart', 'GPU Temperature', '', '°C', gpuTempDataArrays); createChart('gpuCoreClockChart', 'GPU Core Clock', '', 'MHz', gpuCoreClockDataArrays); createChart('gpuMemClockChart', 'GPU Memory Clock', '', 'MHz', gpuMemClockDataArrays); createChart('gpuVRAMUsedChart', 'GPU VRAM Usage', '', 'GB', gpuVRAMUsedDataArrays); createChart('gpuPowerChart', 'GPU Power', '', 'W', gpuPowerDataArrays); createChart('ramUsedChart', 'RAM Usage', '', 'GB', ramUsedDataArrays); createChart('swapUsedChart', 'SWAP Usage', '', 'GB', swapUsedDataArrays); // =========================================================================================== function calculateAverage(data) { return data.reduce((acc, value) => acc + value, 0) / data.length; } // Calculate average CPU, GPU, GPU Core clock and GPU memory clock load const fpsAverages = fpsDataArrays.map(dataArray => calculateAverage(dataArray.data)); const frametimeAverages = frameTimeDataArrays.map(dataArray => calculateAverage(dataArray.data)); const cpuLoadAverages = cpuLoadDataArrays.map(dataArray => calculateAverage(dataArray.data)); const gpuLoadAverages = gpuLoadDataArrays.map(dataArray => calculateAverage(dataArray.data)); const gpuCoreClockAverages = gpuCoreClockDataArrays.map(dataArray => calculateAverage(dataArray.data)); const gpuMemClockAverages = gpuMemClockDataArrays.map(dataArray => calculateAverage(dataArray.data)); function getBarChartOptions(title, unit, maxY = null) { return { ...commonChartOptions, chart: {...commonChartOptions.chart, type: 'bar'}, title: {...commonChartOptions.title, text: title}, xAxis: {...commonChartOptions.xAxis, categories: [], title: {text: null}}, yAxis: {...commonChartOptions.yAxis, min: 0, max: maxY, title: {text: unit, align: 'high', style: {color: '#FFFFFF'}}, labels: {...commonChartOptions.yAxis.labels, formatter: function() {return this.value.toFixed(2) + ' ' + unit;}}}, tooltip: {...commonChartOptions.tooltip, valueSuffix: ' ' + unit, formatter: function() {return `${this.point.category}: ${this.y.toFixed(2)} ${unit}`;}}, plotOptions: {bar: {dataLabels: {enabled: true, style: {color: '#FFFFFF'}, formatter: function() {return this.y.toFixed(2) + ' ' + unit;}}}}, legend: {enabled: false}, series: [] }; } function createBarChart(chartId, title, unit, categories, data, colors, maxY = null) { const options = getBarChartOptions(title, unit, maxY); options.xAxis.categories = categories; options.series = [{name: title, data: data, colorByPoint: true, colors: colors}]; Highcharts.chart(chartId, options); } // Create bar charts for average CPU, GPU, GPU Core clock and GPU memory clock load createBarChart('fpsSummaryChart', 'Average FPS', 'fps', fpsDataArrays.map(dataArray => dataArray.label), fpsAverages, colors, 100); createBarChart('frametimeSummaryChart', 'Average Frametime', 'ms', frameTimeDataArrays.map(dataArray => dataArray.label), frametimeAverages, colors); createBarChart('cpuLoadSummaryChart', 'Average CPU Load', '%', cpuLoadDataArrays.map(dataArray => dataArray.label), cpuLoadAverages, colors, 100); createBarChart('gpuLoadSummaryChart', 'Average GPU Load', '%', gpuLoadDataArrays.map(dataArray => dataArray.label), gpuLoadAverages, colors, 100); createBarChart('gpuCoreClockSummaryChart', 'Average GPU Core Clock', 'Hz', gpuCoreClockDataArrays.map(dataArray => dataArray.label), gpuCoreClockAverages, colors); createBarChart('gpuMemClockSummaryChart', 'Average GPU Memory Clock', 'Hz', gpuMemClockDataArrays.map(dataArray => dataArray.label), gpuMemClockAverages, colors); // =========================================================================================== function calculatePercentile(data, percentile) { data.sort((a, b) => a - b); return data[Math.ceil(percentile / 100 * data.length) - 1]; } // Calculate and render min, max, and average FPS const categories = []; const minFPSData = []; const avgFPSData1 = []; const maxFPSData = []; fpsDataArrays.forEach(dataArray => { categories.push(dataArray.label); minFPSData.push(calculatePercentile(dataArray.data, 1)); avgFPSData1.push(calculateAverage(dataArray.data)); maxFPSData.push(calculatePercentile(dataArray.data, 97)); }); Highcharts.chart('fpsMinMaxAvgChart', { ...commonChartOptions, chart: {...commonChartOptions.chart, type: 'bar'}, title: {...commonChartOptions.title, text: 'Min/Avg/Max FPS'}, subtitle: {...commonChartOptions.subtitle, text: 'More is better'}, xAxis: {...commonChartOptions.xAxis, categories: categories}, yAxis: {...commonChartOptions.yAxis, title: {text: 'FPS', align: 'high', style: {color: '#FFFFFF'}}}, tooltip: {...commonChartOptions.tooltip, valueSuffix: ' FPS', formatter: function() {return `${this.series.name}: ${this.y.toFixed(2)} FPS`;}}, plotOptions: {bar: {dataLabels: {enabled: true, style: {color: '#FFFFFF'}, formatter: function() {return this.y.toFixed(2) + ' fps';}}}}, legend: {...commonChartOptions.legend, reversed: true, enabled: true}, series: [{name: '97th', data: maxFPSData, color: '#00FF00'}, {name: 'AVG', data: avgFPSData1, color: '#0000FF'}, {name: '1%', data: minFPSData, color: '#FF0000'}] }); // Calculate average FPS for each filename const avgFPSData2 = fpsDataArrays.map(dataArray => calculateAverage(dataArray.data)); // Calculate FPS as a percentage of the first element const firstFPS = avgFPSData2[0]; const percentageFPSData = avgFPSData2.map(fps => (fps / firstFPS) * 100); // Ensure the minimum FPS percentage is 100% const minPercentage = Math.min(...percentageFPSData); const normalizedPercentageFPSData = percentageFPSData.map(percentage => percentage - minPercentage + 100); // Create an array of objects to sort both categories and data together const sortedData = fpsDataArrays.map((dataArray, index) => ({ label: dataArray.label, percentage: normalizedPercentageFPSData[index] })); // Sort the array by percentage sortedData.sort((a, b) => a.percentage - b.percentage); // Extract sorted categories and data const sortedCategories = sortedData.map(item => item.label); const sortedPercentageFPSData = sortedData.map(item => item.percentage); // Create bar chart for FPS percentage Highcharts.chart('fpsAvgChart', { ...commonChartOptions, chart: {...commonChartOptions.chart, type: 'bar'}, title: {...commonChartOptions.title, text: 'Avg FPS comparison in %'}, subtitle: {...commonChartOptions.subtitle, text: 'More is better'}, xAxis: {...commonChartOptions.xAxis, categories: sortedCategories}, yAxis: {...commonChartOptions.yAxis, min: 95, title: {text: 'Percentage (%)', align: 'high', style: {color: '#FFFFFF'}}}, tooltip: {...commonChartOptions.tooltip, valueSuffix: ' %', formatter: function() {return `${this.point.category}: ${this.y.toFixed(2)} %`;}}, plotOptions: {bar: {dataLabels: {enabled: true, style: {color: '#FFFFFF'}, formatter: function() {return this.y.toFixed(2) + ' %';}}}}, legend: {enabled: false}, series: [{name: 'FPS Percentage', data: sortedPercentageFPSData, colorByPoint: true, colors: colors}] }); // Function to filter out the top and bottom 3% of FPS values function filterOutliers(data) { data.sort((a, b) => a - b); return data.slice(Math.floor(data.length * 0.01), Math.ceil(data.length * 0.97)); } // Function to count occurrences of each FPS value function countFPS(data) { const counts = {}; data.forEach(fps => { const roundedFPS = Math.round(fps); counts[roundedFPS] = (counts[roundedFPS] || 0) + 1; }); let fpsArray = Object.keys(counts).map(key => [parseInt(key), counts[key]]).sort((a, b) => a[0] - b[0]); while (fpsArray.length > 100) { let minDiff = Infinity; let minIndex = -1; for (let i = 0; i < fpsArray.length - 1; i++) { const diff = fpsArray[i + 1][0] - fpsArray[i][0]; if (diff < minDiff) { minDiff = diff; minIndex = i; } } fpsArray[minIndex][1] += fpsArray[minIndex + 1][1]; fpsArray[minIndex][0] = (fpsArray[minIndex][0] + fpsArray[minIndex + 1][0]) / 2; fpsArray.splice(minIndex + 1, 1); } return fpsArray; } // Calculate counts for each dataset after filtering outliers const densityData = fpsDataArrays.map(dataArray => ({name: dataArray.label, data: countFPS(filterOutliers(dataArray.data))})); // Create the chart Highcharts.chart('fpsDensityChart', { ...commonChartOptions, chart: {...commonChartOptions.chart, type: 'areaspline'}, title: {...commonChartOptions.title, text: 'FPS Density'}, xAxis: {...commonChartOptions.xAxis, title: {text: 'FPS', style: {color: '#FFFFFF'}}, labels: {style: {color: '#FFFFFF'}}}, // Show X-axis labels in white tooltip: {...commonChartOptions.tooltip, shared: true, formatter: function() {return `${this.points[0].series.name}: ${this.points[0].y} points at ~${Math.round(this.points[0].x)} FPS`;}}, plotOptions: {areaspline: {fillOpacity: 0.5, marker: {enabled: false}}}, legend: {...commonChartOptions.legend, enabled: true}, series: densityData }); function calculateStandardDeviation(data) { const mean = calculateAverage(data); const squaredDiffs = data.map(value => Math.pow(value - mean, 2)); const avgSquaredDiff = calculateAverage(squaredDiffs); return Math.sqrt(avgSquaredDiff); } function calculateVariance(data) { const mean = calculateAverage(data); const squaredDiffs = data.map(value => Math.pow(value - mean, 2)); return calculateAverage(squaredDiffs); } const sdvCategories = fpsDataArrays.map(dataArray => dataArray.label); const standardDeviations = fpsDataArrays.map(dataArray => calculateStandardDeviation(dataArray.data)); const variances = fpsDataArrays.map(dataArray => calculateVariance(dataArray.data)); Highcharts.chart('fpsStddevVarianceChart', { ...commonChartOptions, chart: {...commonChartOptions.chart, type: 'bar'}, title: {...commonChartOptions.title, text: 'FPS Stability'}, subtitle: {...commonChartOptions.subtitle, text: 'Measures of FPS consistency (std. dev.) and spread (variance). Less is better.'}, xAxis: {...commonChartOptions.xAxis, categories: sdvCategories}, yAxis: {...commonChartOptions.yAxis, title: {text: 'Value', align: 'high', style: {color: '#FFFFFF'}}}, tooltip: {...commonChartOptions.tooltip, formatter: function() {return `${this.series.name}: ${this.y.toFixed(2)}`;}}, plotOptions: {bar: {dataLabels: {enabled: true, style: {color: '#FFFFFF'}, formatter: function() {return this.y.toFixed(2);}}}}, legend: {...commonChartOptions.legend, enabled: true}, series: [ {name: 'Std. Dev.', data: standardDeviations, color: '#FF5733'}, {name: 'Variance', data: variances, color: '#33FF57'} ] }); // =========================================================================================== // Frametime-related charts // Calculate and render min, max, and average Frametime const frametimeCategories = []; const minFrametimeData = []; const avgFrametimeData1 = []; const maxFrametimeData = []; frameTimeDataArrays.forEach(dataArray => { frametimeCategories.push(dataArray.label); minFrametimeData.push(calculatePercentile(dataArray.data, 1)); avgFrametimeData1.push(calculateAverage(dataArray.data)); maxFrametimeData.push(calculatePercentile(dataArray.data, 97)); }); Highcharts.chart('frametimeMinMaxAvgChart', { ...commonChartOptions, chart: {...commonChartOptions.chart, type: 'bar'}, title: {...commonChartOptions.title, text: 'Min/Avg/Max Frametime'}, subtitle: {...commonChartOptions.subtitle, text: 'Less is better'}, xAxis: {...commonChartOptions.xAxis, categories: frametimeCategories}, yAxis: {...commonChartOptions.yAxis, title: {text: 'Frametime (ms)', align: 'high', style: {color: '#FFFFFF'}}}, tooltip: {...commonChartOptions.tooltip, valueSuffix: ' ms', formatter: function() {return `${this.series.name}: ${this.y.toFixed(2)} ms`;}}, plotOptions: {bar: {dataLabels: {enabled: true, style: {color: '#FFFFFF'}, formatter: function() {return this.y.toFixed(2) + ' ms';}}}}, legend: {...commonChartOptions.legend, reversed: true, enabled: true}, series: [{name: '97th', data: maxFrametimeData, color: '#00FF00'}, {name: 'AVG', data: avgFrametimeData1, color: '#0000FF'}, {name: '1%', data: minFrametimeData, color: '#FF0000'}] }); // Calculate average Frametime for each filename const avgFrametimeData2 = frameTimeDataArrays.map(dataArray => calculateAverage(dataArray.data)); // Calculate Frametime as a percentage of the first element const firstFrametime = avgFrametimeData2[0]; const percentageFrametimeData = avgFrametimeData2.map(frametime => (frametime / firstFrametime) * 100); // Ensure the minimum Frametime percentage is 100% const minFrametimePercentage = Math.min(...percentageFrametimeData); const normalizedPercentageFrametimeData = percentageFrametimeData.map(percentage => percentage - minFrametimePercentage + 100); // Create an array of objects to sort both categories and data together const sortedFrametimeData = frameTimeDataArrays.map((dataArray, index) => ({ label: dataArray.label, percentage: normalizedPercentageFrametimeData[index] })); // Sort the array by percentage sortedFrametimeData.sort((a, b) => a.percentage - b.percentage); // Extract sorted categories and data const sortedFrametimeCategories = sortedFrametimeData.map(item => item.label); const sortedPercentageFrametimeData = sortedFrametimeData.map(item => item.percentage); // Create bar chart for Frametime percentage Highcharts.chart('frametimeAvgChart', { ...commonChartOptions, chart: {...commonChartOptions.chart, type: 'bar'}, title: {...commonChartOptions.title, text: 'Avg Frametime comparison in %'}, subtitle: {...commonChartOptions.subtitle, text: 'Less is better'}, xAxis: {...commonChartOptions.xAxis, categories: sortedFrametimeCategories}, yAxis: {...commonChartOptions.yAxis, min: 95, title: {text: 'Percentage (%)', align: 'high', style: {color: '#FFFFFF'}}}, tooltip: {...commonChartOptions.tooltip, valueSuffix: ' %', formatter: function() {return `${this.point.category}: ${this.y.toFixed(2)} %`;}}, plotOptions: {bar: {dataLabels: {enabled: true, style: {color: '#FFFFFF'}, formatter: function() {return this.y.toFixed(2) + ' %';}}}}, legend: {enabled: false}, series: [{name: 'Frametime Percentage', data: sortedPercentageFrametimeData, colorByPoint: true, colors: colors}] }); // Function to count occurrences of each Frametime value function countFrametime(data) { const counts = {}; data.forEach(frametime => { const roundedFrametime = Math.round(frametime); counts[roundedFrametime] = (counts[roundedFrametime] || 0) + 1; }); let frametimeArray = Object.keys(counts).map(key => [parseInt(key), counts[key]]).sort((a, b) => a[0] - b[0]); while (frametimeArray.length > 100) { let minDiff = Infinity; let minIndex = -1; for (let i = 0; i < frametimeArray.length - 1; i++) { const diff = frametimeArray[i + 1][0] - frametimeArray[i][0]; if (diff < minDiff) { minDiff = diff; minIndex = i; } } frametimeArray[minIndex][1] += frametimeArray[minIndex + 1][1]; frametimeArray[minIndex][0] = (frametimeArray[minIndex][0] + frametimeArray[minIndex + 1][0]) / 2; frametimeArray.splice(minIndex + 1, 1); } return frametimeArray; } // Calculate counts for each dataset after filtering outliers const frametimeDensityData = frameTimeDataArrays.map(dataArray => ({name: dataArray.label, data: countFrametime(filterOutliers(dataArray.data))})); // Create the chart Highcharts.chart('frametimeDensityChart', { ...commonChartOptions, chart: {...commonChartOptions.chart, type: 'areaspline'}, title: {...commonChartOptions.title, text: 'Frametime Density'}, xAxis: {...commonChartOptions.xAxis, title: {text: 'Frametime (ms)', style: {color: '#FFFFFF'}}, labels: {style: {color: '#FFFFFF'}}}, // Show X-axis labels in white tooltip: {...commonChartOptions.tooltip, shared: true, formatter: function() {return `${this.points[0].series.name}: ${this.points[0].y} points at ~${Math.round(this.points[0].x)} ms`;}}, plotOptions: {areaspline: {fillOpacity: 0.5, marker: {enabled: false}}}, legend: {...commonChartOptions.legend, enabled: true}, series: frametimeDensityData }); const frametimeSdvCategories = frameTimeDataArrays.map(dataArray => dataArray.label); const frametimeStandardDeviations = frameTimeDataArrays.map(dataArray => calculateStandardDeviation(dataArray.data)); const frametimeVariances = frameTimeDataArrays.map(dataArray => calculateVariance(dataArray.data)); Highcharts.chart('frametimeStddevVarianceChart', { ...commonChartOptions, chart: {...commonChartOptions.chart, type: 'bar'}, title: {...commonChartOptions.title, text: 'Frametime Stability'}, subtitle: {...commonChartOptions.subtitle, text: 'Measures of Frametime consistency (std. dev.) and spread (variance). Less is better.'}, xAxis: {...commonChartOptions.xAxis, categories: frametimeSdvCategories}, yAxis: {...commonChartOptions.yAxis, title: {text: 'Value', align: 'high', style: {color: '#FFFFFF'}}}, tooltip: {...commonChartOptions.tooltip, formatter: function() {return `${this.series.name}: ${this.y.toFixed(2)}`;}}, plotOptions: {bar: {dataLabels: {enabled: true, style: {color: '#FFFFFF'}, formatter: function() {return this.y.toFixed(2);}}}}, legend: {...commonChartOptions.legend, enabled: true}, series: [ {name: 'Std. Dev.', data: frametimeStandardDeviations, color: '#FF5733'}, {name: 'Variance', data: frametimeVariances, color: '#33FF57'} ] });