Merge branch 'dev' into 'master'

Merge master

See merge request igrannonica/neuronstellar!27

1 files changed, 49 insertions, 0 deletions

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..9193a0e5
--- /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 { SignalRService } from 'src/app/_services/signal-r.service';
+import { LineChartComponent } from '../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;
+
+  @Input() history!: any[];
+
+  constructor(private signalRService: SignalRService) { }
+
+  ngOnInit(): void {
+  }
+
+  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