diff options
Diffstat (limited to 'frontend/src/app/_elements/metric-view')
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); + } +}
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