Changes for accuracy vs performance plot

javascripts/results_charts.js

@@ -0,0 +1,147 @@
+function reConstructAccvsPerfChart(category) {
+    availabilities = [ "Available", "Preview", "RDI" ]; 
+    availabilities.forEach(function(availability) {
+        // filtered data as per the user choice
+        //console.log(filteredResults.length);
+        drawAccvsPerfPlot(category, availability);
+    });
+}
+
+function drawAccvsPerfPlot(category, availability) {
+    // the data here is the preprocessed data through function preprocessData
+    models = []
+    if (category == "datacenter") {
+        models = models_datacenter;
+    }
+    else{
+        models = models_edge;
+    }
+    models.forEach(function(model, index) {
+        let accuracyMetric = ``;
+        // Currently the first accuracy matrix is used to construct the scatter plot
+        if (accuracyUnits.hasOwnProperty(model)) {
+            accuracyMetric = accuracyUnits[model].split(",")[0].trim();
+        }
+        if (category === "datacenter") {
+            let extractedData = extractTableDataForAccVsPerf(model, availability);
+            const chartContainer = document.getElementById(`AccVsPerfScatterPlot_${model}_open_${category}_${availability}`);
+            if (extractedData.length === 0) {
+                if (chartContainer) {
+                    chartContainer.style.display = 'none'; // hide the div
+                }
+                return;
+            }
+            if (chartContainer) {
+                chartContainer.style.display = 'block'; // Show the div
+            }
+            // let filteredData = filterForAccvsPerfPlot(data, model, category, division, accuracyMetric);
+            if (extractedData.length !== 0) {
+                let chart = new CanvasJS.Chart(`AccVsPerfScatterPlot_${model}_open_${category}_${availability}`, {
+                    animationEnabled: true,
+                    theme: "light2",
+                    title:{
+                      text: `Accuracy vs Performance for ${model}`
+                    },
+                    axisX:{
+                      title: "Performance"
+                    },
+                    axisY:{
+                      title: "Accuracy",
+                      includeZero: false
+                    },
+                    data: [{
+                      type: "scatter",
+                      toolTipContent: "<b>ID:</b> {id}<br/><b>Submitter:</b> {submitter}<br/><b>System:</b> {system}<br/><b>Accelerator:</b> {accelerator}<br/><b>Scenario:</b> {scenario}<br/><b>Performance:</b> {x}<br/><b>Accuracy:</b> {y}",
+                      dataPoints: extractedData
+                    }]
+                  });
+                chart.render();
+            }
+        }
+    });
+}
+
+function extractTableDataForAccVsPerf(model, availability) {
+    let mylocation = [], system_names = [], submitter = [], accelerator = [], offline_accuracy = [], offline_performance = [], server_accuracy = [], server_performance = [];
+    let locationIndex = {}, locCount = 0;
+    let extractedData = [];
+    let childTag = `#results_${model}_${availability}`
+    const escapedChildTag = childTag.replace(/\./g, '\\.');
+    // console.log(`#results_${model}_${availability}`)
+    $(`${escapedChildTag} tbody tr td:nth-child(1)`).each( function(){
+		if (!($(this).is(":hidden")) ){
+			var x = $(this).text();
+			mylocation.push(x );
+			if (! (x in locationIndex)) {
+				locationIndex[x] = locCount++;
+			}
+		}
+	});
+
+    $(`${escapedChildTag} tbody tr td:nth-child(2)`).each( function(){
+		if (!($(this).is(":hidden")) )
+			system_names.push( $(this).text() );       
+	});
+
+    $(`${escapedChildTag} tbody tr td:nth-child(3)`).each( function(){
+		if (!($(this).is(":hidden")) )
+			submitter.push( $(this).text() );       
+	});
+
+    $(`${escapedChildTag} tbody tr td:nth-child(4)`).each( function(){
+		if (!($(this).is(":hidden")) )
+			accelerator.push( $(this).text() );       
+	});
+
+    $(`${escapedChildTag} tbody tr td:nth-child(6)`).each( function(){
+		if (!($(this).is(":hidden")) )
+			server_accuracy.push( $(this).text() );       
+	});
+
+    $(`${escapedChildTag} tbody tr td:nth-child(7)`).each( function(){
+		if (!($(this).is(":hidden")) )
+			server_performance.push( $(this).text() );       
+	});
+
+    $(`${escapedChildTag} tbody tr td:nth-child(8)`).each( function(){
+		if (!($(this).is(":hidden")) )
+			offline_accuracy.push( $(this).text() );       
+	});
+
+    $(`${escapedChildTag} tbody tr td:nth-child(9)`).each( function(){
+		if (!($(this).is(":hidden")) )
+			offline_performance.push( $(this).text() );       
+	});
+
+    Object.entries(locationIndex).forEach(([id, index]) => {
+        let tmpDict = {};
+        tmpDict["id"] = id;
+        tmpDict["system"] = system_names[index];
+        tmpDict["submitter"] = submitter[index];
+        tmpDict["accelerator"] = accelerator[index];
+        if (offline_accuracy[index] !== '' && offline_accuracy[index] !== undefined) {
+            tmpDict["scenario"] = "Offline";
+            tmpDict["markerType"] = "circle";
+            // the accuracy value is in the format " 42.0595, 19.8530, 26.7729, 1194.4000  "
+            // using to fixed, returns a string, which we have to convert to float again
+            tmpDict["y"] = parseFloat(parseFloat(offline_accuracy[index].trim().split(',')[0].trim()).toFixed(4));
+            tmpDict["x"] = parseFloat(parseFloat(offline_performance[index].trim()).toFixed(4));
+            // copy of tmpDict object is pushed to the returning array as only reference to the object is pushed
+            // this results in modification of already pushed content
+            extractedData.push({ ...tmpDict });
+        }
+        if (server_accuracy[index] !== '' && server_accuracy[index] !== undefined) {
+            tmpDict["scenario"] = "Server";
+            tmpDict["markerType"] = "triangle";
+            // the accuracy value is in the format " 42.0595, 19.8530, 26.7729, 1194.4000  "
+            tmpDict["y"] = parseFloat(parseFloat(server_accuracy[index].trim().split(',')[0].trim()).toFixed(4));
+            tmpDict["x"] = parseFloat(parseFloat(server_performance[index].trim()).toFixed(4));
+            extractedData.push({ ...tmpDict });
+        }
+    });
+
+    // console.log(extractedData);
+
+    return extractedData;
+
+}

javascripts/results_tablesorter.js

@@ -41,6 +41,9 @@ $(document).ready(function() {
         readAllData().then(function(allData) {
             //  console.log(allData);
             reConstructTables(category, division, with_power[0], allData);
+            if (division === "open") {
+                reConstructAccvsPerfChart(category);
+            }
             constructChartFromSummary(allData, category, division, with_power[0]);
         }).catch(function(error) {
             console.error(error);
@@ -583,6 +586,11 @@ function constructOpenTable(category, with_power, availability, data) {
     html = ''
     models.forEach(function(model, index) {
         html += constructOpenTableModel(model, category, with_power, availability, data);
+        if (category === "datacenter") {
+            html += `
+                    <div id="AccVsPerfScatterPlot_${model}_open_${category}_${availability}" style="height: 370px; width: 100%; display: none; "></div>
+                    `;   
+        }
     });
     //console.log(with_power);
     // html += "</table>";