Added basic local kmeans

package.json

@@ -22,6 +22,7 @@
     "@angular/platform-browser-dynamic": "^16.2.0",
     "@angular/router": "^16.2.0",
     "chart.js": "^4.4.0",
+    "ml-kmeans": "^6.0.0",
     "rxjs": "~7.8.0",
     "tslib": "^2.3.0",
     "zone.js": "~0.13.0"

src/app/home/chart-container/chart-container.component.html

@@ -1 +1 @@
-<app-chart [apiResponse]="apiResponse"></app-chart>
+<app-chart [kmeansResult]="kmeansResult"></app-chart>

src/app/home/chart-container/chart-container.component.ts

@@ -7,5 +7,5 @@ import { type ResponseInterface } from '../../interfaces/response-interface'
   styleUrls: ['./chart-container.component.css']
 })
 export class ChartContainerComponent {
-  @Input() apiResponse: ResponseInterface | undefined
+  @Input() kmeansResult: ResponseInterface | undefined
 }

src/app/home/chart-container/chart/chart.component.ts

@@ -13,17 +13,17 @@ export class ChartComponent implements AfterViewInit, OnChanges {
   public chart: any
   chartData: ResponseInterface = MockDaten
   datasets: ChartDatasetInterface[] = []
-  @Input() apiResponse: ResponseInterface | undefined
+  @Input() kmeansResult: ResponseInterface | undefined
 
   ngAfterViewInit (): void {
     this.renderChart()
   }
 
   ngOnChanges (changes: SimpleChanges): void {
-    if (changes['apiResponse'].currentValue !== undefined) {
-      if (this.apiResponse != null) {
+    if (changes['kmeansResult'].currentValue !== undefined) {
+      if (this.kmeansResult != null) {
         this.datasets = []
-        this.chartData = this.apiResponse
+        this.chartData = this.kmeansResult
       }
       this.chart.destroy()
       this.renderChart()