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-rw-r--r--frontend/src/app/_elements/metric-view/metric-view.component.css0
-rw-r--r--frontend/src/app/_elements/metric-view/metric-view.component.html3
-rw-r--r--frontend/src/app/_elements/metric-view/metric-view.component.spec.ts25
-rw-r--r--frontend/src/app/_elements/metric-view/metric-view.component.ts49
4 files changed, 77 insertions, 0 deletions
diff --git a/frontend/src/app/_elements/metric-view/metric-view.component.css b/frontend/src/app/_elements/metric-view/metric-view.component.css
new file mode 100644
index 00000000..e69de29b
--- /dev/null
+++ b/frontend/src/app/_elements/metric-view/metric-view.component.css
diff --git a/frontend/src/app/_elements/metric-view/metric-view.component.html b/frontend/src/app/_elements/metric-view/metric-view.component.html
new file mode 100644
index 00000000..3a6cce8d
--- /dev/null
+++ b/frontend/src/app/_elements/metric-view/metric-view.component.html
@@ -0,0 +1,3 @@
+<div>
+
+</div> \ No newline at end of file
diff --git a/frontend/src/app/_elements/metric-view/metric-view.component.spec.ts b/frontend/src/app/_elements/metric-view/metric-view.component.spec.ts
new file mode 100644
index 00000000..c3ecc67f
--- /dev/null
+++ b/frontend/src/app/_elements/metric-view/metric-view.component.spec.ts
@@ -0,0 +1,25 @@
+import { ComponentFixture, TestBed } from '@angular/core/testing';
+
+import { MetricViewComponent } from './metric-view.component';
+
+describe('MetricViewComponent', () => {
+ let component: MetricViewComponent;
+ let fixture: ComponentFixture<MetricViewComponent>;
+
+ beforeEach(async () => {
+ await TestBed.configureTestingModule({
+ declarations: [ MetricViewComponent ]
+ })
+ .compileComponents();
+ });
+
+ beforeEach(() => {
+ fixture = TestBed.createComponent(MetricViewComponent);
+ component = fixture.componentInstance;
+ fixture.detectChanges();
+ });
+
+ it('should create', () => {
+ expect(component).toBeTruthy();
+ });
+});
diff --git a/frontend/src/app/_elements/metric-view/metric-view.component.ts b/frontend/src/app/_elements/metric-view/metric-view.component.ts
new file mode 100644
index 00000000..3840692a
--- /dev/null
+++ b/frontend/src/app/_elements/metric-view/metric-view.component.ts
@@ -0,0 +1,49 @@
+import { Component, Input, OnInit, ViewChild } from '@angular/core';
+import { LineChartComponent } from '../_charts/line-chart/line-chart.component';
+
+@Component({
+ selector: 'app-metric-view',
+ templateUrl: './metric-view.component.html',
+ styleUrls: ['./metric-view.component.css']
+})
+export class MetricViewComponent implements OnInit {
+ @ViewChild(LineChartComponent) linechartComponent!: LineChartComponent;
+
+ constructor() { }
+
+ ngOnInit(): void {
+ }
+
+ history: any[] = [];
+
+ update(history: any[]) {
+ const myAcc: number[] = [];
+ const myMae: number[] = [];
+ const myMse: number[] = [];
+ const myLoss: number[] = [];
+
+ const myEpochs: number[] = [];
+ this.history = history;
+ this.history.forEach((metrics, epoch) => {
+ myEpochs.push(epoch + 1);
+ for (let key in metrics) {
+ let value = metrics[key];
+ console.log(key, ':::', value, epoch);
+ if (key === 'accuracy') {
+ myAcc.push(parseFloat(value));
+ }
+ else if (key === 'loss') {
+ myLoss.push(parseFloat(value));
+ }
+ else if (key === 'mae') {
+ myMae.push(parseFloat(value));
+ }
+ else if (key === 'mse') {
+ myMse.push(parseFloat(value));
+ }
+ }
+ });
+
+ this.linechartComponent.update(myEpochs, myAcc, myLoss, myMae, myMse);
+ }
+} \ No newline at end of file