aboutsummaryrefslogtreecommitdiff
path: root/frontend/src
diff options
context:
space:
mode:
Diffstat (limited to 'frontend/src')
-rw-r--r--frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts70
-rw-r--r--frontend/src/app/_elements/column-table/column-table.component.ts29
-rw-r--r--frontend/src/app/_elements/metric-view/metric-view.component.ts12
-rw-r--r--frontend/src/app/_pages/experiment/experiment.component.ts2
4 files changed, 43 insertions, 70 deletions
diff --git a/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts b/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts
index 07976da3..b3d25280 100644
--- a/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts
+++ b/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts
@@ -16,25 +16,16 @@ Chart.register(BoxPlotController, BoxAndWiskers, LinearScale, CategoryScale);
})
export class BoxPlotComponent implements AfterViewInit {
- @Input() width?: number;
- @Input() height?: number;
- @Input() mean?: number;
- @Input() median?: number;
- @Input() min?: number;
- @Input() max?: number;
- @Input() q1?: number;
- @Input() q3?: number;
+ @Input() width!: number;
+ @Input() height!: number;
+ @Input() mean!: number;
+ @Input() median!: number;
+ @Input() min!: number;
+ @Input() max!: number;
+ @Input() q1!: number;
+ @Input() q3!: number;
- updateChart(min: number, max: number, q1: number, q3: number, median: number) {
- if (this.myChart) {
- this.boxplotData.datasets[0].data = [[min, q1, median, q3, max]]
- this.myChart?.update();
- }
- /*this.boxplotData.datasets = [{
- data: [[min, q1, median, q3, max]],
- }]*/
-
- };
+
/*
updatePieChart(uniqueValues: string[], uniqueValuesPercent: number[]){
@@ -55,27 +46,29 @@ export class BoxPlotComponent implements AfterViewInit {
//this.updateChart();
}
- boxplotData = {
- // define label tree
- //labels: ['January'/*, 'February', 'March', 'April', 'May', 'June', 'July'*/],
- datasets: [{
- label: 'Dataset 1',
- backgroundColor: '#0063AB',
- borderColor: '#dfd7d7',
- borderWidth: 1,
- outlierColor: '#999999',
- scaleFontColor: '#0063AB',
- padding: 10,
- itemRadius: 0,
- data: [
- randomValues(100, 0, 100),
- ]
- }]
- };
+
ngAfterViewInit(): void {
- this.myChart = new Chart(this.chartRef.nativeElement, {
+ const boxplotData = {
+ // define label tree
+ //labels: ['January'/*, 'February', 'March', 'April', 'May', 'June', 'July'*/],
+ labels:[""],
+ datasets: [{
+ label: 'Dataset 1',
+ backgroundColor: '#0063AB',
+ borderColor: '#dfd7d7',
+ borderWidth: 1,
+ outlierColor: '#999999',
+ scaleFontColor: '#0063AB',
+ padding: 10,
+ itemRadius: 0,
+ data: [
+ {min:this.min,q1:this.q1,q3:this.q3,median:this.median,max:this.max,mean:this.mean}
+ ]
+ }]
+ };
+ const myChart = new Chart(this.chartRef.nativeElement, {
type: "boxplot",
- data: this.boxplotData,
+ data: boxplotData,
options: {
plugins: {
legend: {
@@ -92,8 +85,6 @@ export class BoxPlotComponent implements AfterViewInit {
}
},
y: {
- min: this.min,
- max: this.max,
ticks: {
color: '#dfd7d7'
},
@@ -106,5 +97,4 @@ export class BoxPlotComponent implements AfterViewInit {
});
}
- myChart?: Chart;
}
diff --git a/frontend/src/app/_elements/column-table/column-table.component.ts b/frontend/src/app/_elements/column-table/column-table.component.ts
index e12065a3..9a8cbeee 100644
--- a/frontend/src/app/_elements/column-table/column-table.component.ts
+++ b/frontend/src/app/_elements/column-table/column-table.component.ts
@@ -78,34 +78,9 @@ export class ColumnTableComponent implements AfterViewInit {
}
- updateCharts() {
- //min: number, max: number, q1: number, q3: number, median: number
- let i = 0;
- this.boxplotComp.changes.subscribe(() => {
- const bps = this.boxplotComp.toArray();
- this.dataset?.columnInfo.forEach((colInfo, index) => {
- if (this.experiment.columnTypes[index] == ColumnType.numerical) {
- bps[i].updateChart(colInfo!.min, colInfo.max, colInfo.q1, colInfo.q3, colInfo.median);
- i++;
- }
- });
- });
- }
+
+
- updatePieChart() {
- //min: number, max: number, q1: number, q3: number, median: number
- let i = 0;
- const pieChart = this.piechartComp.toArray();
- console.log(pieChart)
- this.dataset?.columnInfo.forEach((colInfo, index) => {
- console.log(i)
- if (this.experiment.columnTypes[index] == ColumnType.categorical) {
- console.log("prosao IF")
- pieChart[i].updatePieChart(colInfo!.uniqueValues, colInfo.uniqueValuesPercent);
- i++;
- }
- });
- }
loadDataset(dataset: Dataset) {
console.log("LOADED DATASET");
diff --git a/frontend/src/app/_elements/metric-view/metric-view.component.ts b/frontend/src/app/_elements/metric-view/metric-view.component.ts
index fbca2edf..65b1ef9b 100644
--- a/frontend/src/app/_elements/metric-view/metric-view.component.ts
+++ b/frontend/src/app/_elements/metric-view/metric-view.component.ts
@@ -16,7 +16,7 @@ export class MetricViewComponent implements OnInit {
history: any[] = [];
- update(history: any[]) {
+ update(history: any[],totalEpochs:number) {
const myAcc: number[] = [];
const myMae: number[] = [];
const myMse: number[] = [];
@@ -29,7 +29,15 @@ export class MetricViewComponent implements OnInit {
const myEpochs: number[] = [];
this.history = history;
this.history.forEach((metrics, epoch) => {
- myEpochs.push(epoch + 1);
+ if(totalEpochs>100)
+ {
+ let epochEstimate=epoch*Math.round(Math.sqrt(totalEpochs))
+ if(epochEstimate>totalEpochs)
+ epochEstimate=totalEpochs;
+ myEpochs.push(epochEstimate);
+ }
+ else
+ myEpochs.push(epoch + 1);
for (let key in metrics) {
let value = metrics[key];
//console.log(key, ':::', value, epoch);
diff --git a/frontend/src/app/_pages/experiment/experiment.component.ts b/frontend/src/app/_pages/experiment/experiment.component.ts
index 7cb5e7cd..398321f2 100644
--- a/frontend/src/app/_pages/experiment/experiment.component.ts
+++ b/frontend/src/app/_pages/experiment/experiment.component.ts
@@ -91,7 +91,7 @@ export class ExperimentComponent implements AfterViewInit {
stat = stat.replace(/'/g, '"');
//console.log('JSON', this.trainingResult);
this.history.push(JSON.parse(stat));
- this.metricView.update(this.history);
+ this.metricView.update(this.history,this.modelToTrain.epochs);
}
});