diff --git a/.eslintignore b/.eslintignore new file mode 100644 index 0000000..2d19fc7 --- /dev/null +++ b/.eslintignore @@ -0,0 +1 @@ +*.html diff --git a/.eslintrc.json b/.eslintrc.json index db226e9..254708e 100644 --- a/.eslintrc.json +++ b/.eslintrc.json @@ -6,7 +6,9 @@ "overrides": [ { "files": [ - "*.ts" + "*.ts", + "*.html" + ], "extends": [ "eslint:recommended", diff --git a/.eslintrc.yml b/.eslintrc.yml index 36a7fd4..313ea43 100644 --- a/.eslintrc.yml +++ b/.eslintrc.yml @@ -5,4 +5,8 @@ extends: standard-with-typescript parserOptions: ecmaVersion: latest sourceType: module -rules: {} +rules: { + '@typescript-eslint/consistent-type-imports': 'off', + '@typescript-eslint/consistent-type-exports': 'off', + '@typescript-eslint/prefer-readonly': 'off', +} diff --git a/.github/workflows/build-beta.yml b/.github/workflows/build-beta.yml deleted file mode 100644 index 8a9c1ff..0000000 --- a/.github/workflows/build-beta.yml +++ /dev/null @@ -1,18 +0,0 @@ -name: GitHub Actions Demo -run-name: ${{ github.actor }} is testing out GitHub Actions 🚀 -on: [push] -jobs: - Explore-GitHub-Actions: - runs-on: ubuntu-latest - steps: - - run: echo "🎉 The job was automatically triggered by a ${{ github.event_name }} event." - - run: echo "🐧 This job is now running on a ${{ runner.os }} server hosted by GitHub!" - - run: echo "🔎 The name of your branch is ${{ github.ref }} and your repository is ${{ github.repository }}." - - name: Check out repository code - uses: actions/checkout@v3 - - run: echo "💡 The ${{ github.repository }} repository has been cloned to the runner." - - run: echo "🖥️ The workflow is now ready to test your code on the runner." - - name: List files in the repository - run: | - ls ${{ github.workspace }} - - run: echo "🍏 This job's status is ${{ job.status }}." \ No newline at end of file diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml index 9c14338..b1d1664 100644 --- a/.github/workflows/lint.yaml +++ b/.github/workflows/lint.yaml @@ -1,9 +1,10 @@ -name: Linting +name: Linting # Diese GitHub-Action muss erfoolgreich durchlaufen, sonst darf keine Pull-Req gemergt werden on: push: branches: - - '**' # Wird für jeden Push auf einen Branch durchgeführt + - '**' # Wird für jeden Push auf jeden Branch durchgeführt + jobs: lint: diff --git a/.github/workflows/sync-test-deploy-branch.yaml b/.github/workflows/sync-test-deploy-branch.yaml index 90f2d09..d909ce7 100644 --- a/.github/workflows/sync-test-deploy-branch.yaml +++ b/.github/workflows/sync-test-deploy-branch.yaml @@ -5,7 +5,8 @@ on: - main -jobs: +jobs: + sync-branches: runs-on: ubuntu-latest name: Syncing branches diff --git a/angular.json b/angular.json index 07c6667..46b635a 100644 --- a/angular.json +++ b/angular.json @@ -35,8 +35,8 @@ "budgets": [ { "type": "initial", - "maximumWarning": "500kb", - "maximumError": "1mb" + "maximumWarning": "3mb", + "maximumError": "4mb" }, { "type": "anyComponentStyle", diff --git a/package-lock.json b/package-lock.json index cb0717a..42e2d8f 100644 --- a/package-lock.json +++ b/package-lock.json @@ -19,6 +19,7 @@ "@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" @@ -10285,6 +10286,11 @@ "node": ">= 10" } }, + "node_modules/is-any-array": { + "version": "2.0.1", + "resolved": "https://registry.npmjs.org/is-any-array/-/is-any-array-2.0.1.tgz", + "integrity": "sha512-UtilS7hLRu++wb/WBAw9bNuP1Eg04Ivn1vERJck8zJthEvXCBEBpGR/33u/xLKWEQf95803oalHrVDptcAvFdQ==" + }, "node_modules/is-array-buffer": { "version": "3.0.2", "resolved": "https://registry.npmjs.org/is-array-buffer/-/is-array-buffer-3.0.2.tgz", @@ -12026,6 +12032,78 @@ "mkdirp": "bin/cmd.js" } }, + "node_modules/ml-array-max": { + "version": "1.2.4", + "resolved": "https://registry.npmjs.org/ml-array-max/-/ml-array-max-1.2.4.tgz", + "integrity": 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+ "integrity": "sha512-yC9/2o8QF0A3m/0IXqCTXCzz2pNEzvmcE/9HFKOZGnTjatvBbsn4lWYJkxENkA4Ug2fnYl7PXQxnPi21sgMy/Q==" + }, + "node_modules/ml-kmeans": { + "version": "6.0.0", + "resolved": "https://registry.npmjs.org/ml-kmeans/-/ml-kmeans-6.0.0.tgz", + "integrity": "sha512-aziEZqeHxczaDvo1qkfCrC7XNVAPevs6PigAzy7dp9TzeQI7oGan6NfCgADwL/FAlA/wWi+1DkV8da6pXfuuPg==", + "dependencies": { + "ml-distance-euclidean": "^2.0.0", + "ml-matrix": "^6.9.0", + "ml-nearest-vector": "^2.0.1", + "ml-random": "^0.5.0" + } + }, + "node_modules/ml-matrix": { + "version": "6.10.5", + "resolved": "https://registry.npmjs.org/ml-matrix/-/ml-matrix-6.10.5.tgz", + "integrity": "sha512-3RNGo8Ls3JR/f+8t0pNrvoDW6SmLNDBpQN6FzkFvNx7FJ3GL7Ic1kdxlDYavU3pRwxJFgBrRwZ0FwE+JjX+tvQ==", + "dependencies": { + "is-any-array": "^2.0.1", + "ml-array-rescale": "^1.3.7" + } + }, + "node_modules/ml-nearest-vector": { + "version": "2.0.1", + "resolved": "https://registry.npmjs.org/ml-nearest-vector/-/ml-nearest-vector-2.0.1.tgz", + "integrity": "sha512-gMPwNm3eed59ewJYiCK/+wElWBfNoD6JizH965ePiQgCo0pvQL63w4YdZhLs5eUV0iWcq6brVMUBL6iMySHnqg==", + "dependencies": { + "ml-distance-euclidean": "^2.0.0" + } + }, + "node_modules/ml-random": { + "version": "0.5.0", + "resolved": "https://registry.npmjs.org/ml-random/-/ml-random-0.5.0.tgz", + "integrity": "sha512-zLJBmNb34LOz+vN6BD8l3aYm/VWYWbmAunrLMPs4dHf4gTl8BWlhil72j56HubPg86zrXioIs4qoHq7Topy6tw==", + "dependencies": { + "ml-xsadd": "^2.0.0" + } + }, + "node_modules/ml-xsadd": { + "version": "2.0.0", + "resolved": "https://registry.npmjs.org/ml-xsadd/-/ml-xsadd-2.0.0.tgz", + "integrity": "sha512-VoAYUqmPRmzKbbqRejjqceGFp3VF81Qe8XXFGU0UXLxB7Mf4GGvyGq5Qn3k4AiQgDEV6WzobqlPOd+j0+m6IrA==" + }, "node_modules/mrmime": { "version": "1.0.1", "resolved": "https://registry.npmjs.org/mrmime/-/mrmime-1.0.1.tgz", diff --git a/package.json b/package.json index 9fc3578..5200c26 100644 --- a/package.json +++ b/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" diff --git a/src/app/app.component.spec.ts b/src/app/app.component.spec.ts index d4a3181..a724f70 100644 --- a/src/app/app.component.spec.ts +++ b/src/app/app.component.spec.ts @@ -1,12 +1,12 @@ -import { TestBed } from '@angular/core/testing'; -import { AppComponent } from './app.component'; -import {HomeComponent} from "./home/home.component"; -import {MatDrawerContainer, MatSidenavModule} from "@angular/material/sidenav"; -import {ChartComponent} from "./home/chart-container/chart/chart.component"; -import {BrowserAnimationsModule} from "@angular/platform-browser/animations"; -import {InputComponent} from "./home/input/input.component"; -import {MatFormFieldModule} from "@angular/material/form-field"; -import {MatIconModule} from "@angular/material/icon"; +import { TestBed } from '@angular/core/testing' +import { AppComponent } from './app.component' +import { HomeComponent } from './home/home.component' +import { MatDrawerContainer, MatSidenavModule } from '@angular/material/sidenav' +import { ChartComponent } from './home/chart-container/chart/chart.component' +import { BrowserAnimationsModule } from '@angular/platform-browser/animations' +import { InputComponent } from './home/input/input.component' +import { MatFormFieldModule } from '@angular/material/form-field' +import { MatIconModule } from '@angular/material/icon' describe('AppComponent', () => { beforeEach(() => TestBed.configureTestingModule({ @@ -21,25 +21,25 @@ describe('AppComponent', () => { BrowserAnimationsModule, MatFormFieldModule, MatIconModule - ], - })); + ] + })) it('should create the app', () => { - const fixture = TestBed.createComponent(AppComponent); - const app = fixture.componentInstance; - expect(app).toBeTruthy(); - }); + const fixture = TestBed.createComponent(AppComponent) + const app = fixture.componentInstance + expect(app).toBeTruthy() + }) - it(`should have as title 'Programmierprojekt'`, () => { - const fixture = TestBed.createComponent(AppComponent); - const app = fixture.componentInstance; - expect(app.title).toEqual('Dave is n Wadenbeißer'); - }); + it('should have as title \'Programmierprojekt\'', () => { + const fixture = TestBed.createComponent(AppComponent) + const app = fixture.componentInstance + expect(app.title).toEqual('Dave is n Wadenbeißer') + }) it('should render title', () => { - const fixture = TestBed.createComponent(AppComponent); - fixture.detectChanges(); - const compiled = fixture.nativeElement as HTMLElement; - expect(compiled.querySelector('.content span')?.textContent).toContain('Programmierprojekt app is running!'); - }); -}); + const fixture = TestBed.createComponent(AppComponent) + fixture.detectChanges() + const compiled = fixture.nativeElement as HTMLElement + expect(compiled.querySelector('.content span')?.textContent).toContain('Programmierprojekt app is running!') + }) +}) diff --git a/src/app/app.component.ts b/src/app/app.component.ts index ac5596c..23be5b5 100644 --- a/src/app/app.component.ts +++ b/src/app/app.component.ts @@ -1,4 +1,4 @@ -import { Component } from '@angular/core'; +import { Component } from '@angular/core' @Component({ selector: 'app-root', @@ -6,5 +6,5 @@ import { Component } from '@angular/core'; styleUrls: ['./app.component.css'] }) export class AppComponent { - title = 'Programmierprojekt'; + title = 'Programmierprojekt' } diff --git a/src/app/app.module.ts b/src/app/app.module.ts index 7944a74..6294082 100644 --- a/src/app/app.module.ts +++ b/src/app/app.module.ts @@ -1,32 +1,33 @@ -import { NgModule } from '@angular/core'; -import { BrowserModule } from '@angular/platform-browser'; +import { NgModule } from '@angular/core' +import { BrowserModule } from '@angular/platform-browser' -import { AppComponent } from './app.component'; -import { BrowserAnimationsModule } from '@angular/platform-browser/animations'; -import {MatButtonModule} from "@angular/material/button"; -import {MatSidenavModule} from "@angular/material/sidenav"; -import {MatIconModule} from "@angular/material/icon"; -import { HomeComponent } from './home/home.component'; -import { InputComponent } from './home/input/input.component'; -import { ChartContainerComponent } from './home/chart-container/chart-container.component'; -import { ChartComponent } from './home/chart-container/chart/chart.component'; -import { LoginComponent } from './login/login.component'; -import { RouterModule, Routes } from '@angular/router' -import {MatInputModule} from "@angular/material/input"; -import {ReactiveFormsModule} from "@angular/forms"; -import {HttpClient, HttpClientModule} from "@angular/common/http"; -import {MatSnackBarModule} from "@angular/material/snack-bar"; +import { AppComponent } from './app.component' +import { BrowserAnimationsModule } from '@angular/platform-browser/animations' +import { MatButtonModule } from '@angular/material/button' +import { MatSidenavModule } from '@angular/material/sidenav' +import { MatIconModule } from '@angular/material/icon' +import { HomeComponent } from './home/home.component' +import { InputComponent } from './home/input/input.component' +import { ChartContainerComponent } from './home/chart-container/chart-container.component' +import { ChartComponent } from './home/chart-container/chart/chart.component' +import { LoginComponent } from './login/login.component' +import { RouterModule, type Routes } from '@angular/router' +import { MatInputModule } from '@angular/material/input' +import { ReactiveFormsModule } from '@angular/forms' +import { HttpClientModule } from '@angular/common/http' +import { MatSnackBarModule } from '@angular/material/snack-bar' +import { MatProgressSpinnerModule } from '@angular/material/progress-spinner' +import { MatSelectModule } from '@angular/material/select' +import { MatButtonToggleModule } from '@angular/material/button-toggle' +import { MatExpansionModule } from '@angular/material/expansion' +import { MatSlideToggleModule } from '@angular/material/slide-toggle' +import { TableComponent } from './home/chart-container/table/table.component' +import { MatTabsModule } from '@angular/material/tabs' +import { MatTableModule } from '@angular/material/table' -import {MatPseudoCheckboxModule} from "@angular/material/core"; -import {MatButtonToggleModule} from "@angular/material/button-toggle"; -import {MatSlideToggleModule} from "@angular/material/slide-toggle"; -import {MatExpansionModule} from "@angular/material/expansion"; - - - -const routes: Routes = [ { path: 'home', component: HomeComponent }, +const routes: Routes = [{ path: 'home', component: HomeComponent }, { path: '', redirectTo: '/home', pathMatch: 'full' }, - { path: 'login', component: LoginComponent },] + { path: 'login', component: LoginComponent }] @NgModule({ declarations: [ AppComponent, @@ -34,26 +35,30 @@ const routes: Routes = [ { path: 'home', component: HomeComponent }, InputComponent, ChartContainerComponent, ChartComponent, - LoginComponent + LoginComponent, + TableComponent ], - imports: [ - BrowserModule, - BrowserAnimationsModule, - MatButtonModule, - MatSidenavModule, - MatIconModule, - RouterModule.forRoot(routes), - MatInputModule, - ReactiveFormsModule, - HttpClientModule, - MatSnackBarModule, - MatPseudoCheckboxModule, - MatButtonToggleModule, - MatSlideToggleModule, - MatExpansionModule - ], - + imports: [ + BrowserModule, + BrowserAnimationsModule, + MatButtonModule, + MatSidenavModule, + MatIconModule, + RouterModule.forRoot(routes), + MatInputModule, + ReactiveFormsModule, + HttpClientModule, + MatSnackBarModule, + MatProgressSpinnerModule, + MatSelectModule, + MatButtonToggleModule, + MatExpansionModule, + MatSlideToggleModule, + MatTabsModule, + MatTableModule + ], + providers: [], bootstrap: [AppComponent] }) diff --git a/src/app/home/chart-container/chart-container.component.html b/src/app/home/chart-container/chart-container.component.html index df7ab95..c28302e 100644 --- a/src/app/home/chart-container/chart-container.component.html +++ b/src/app/home/chart-container/chart-container.component.html @@ -1 +1,13 @@ - +
+ + + + + + + + + + +
+ diff --git a/src/app/home/chart-container/chart-container.component.spec.ts b/src/app/home/chart-container/chart-container.component.spec.ts index bb5dea6..2fe69e1 100644 --- a/src/app/home/chart-container/chart-container.component.spec.ts +++ b/src/app/home/chart-container/chart-container.component.spec.ts @@ -1,11 +1,11 @@ -import { ComponentFixture, TestBed } from '@angular/core/testing'; +import { type ComponentFixture, TestBed } from '@angular/core/testing' -import { ChartContainerComponent } from './chart-container.component'; -import {ChartComponent} from "./chart/chart.component"; +import { ChartContainerComponent } from './chart-container.component' +import { ChartComponent } from './chart/chart.component' describe('ChartContainerComponent', () => { - let component: ChartContainerComponent; - let fixture: ComponentFixture; + let component: ChartContainerComponent + let fixture: ComponentFixture beforeEach(() => { TestBed.configureTestingModule({ @@ -13,13 +13,13 @@ describe('ChartContainerComponent', () => { ChartContainerComponent, ChartComponent ] - }); - fixture = TestBed.createComponent(ChartContainerComponent); - component = fixture.componentInstance; - fixture.detectChanges(); - }); + }) + fixture = TestBed.createComponent(ChartContainerComponent) + component = fixture.componentInstance + fixture.detectChanges() + }) it('should create', () => { - expect(component).toBeTruthy(); - }); -}); + expect(component).toBeTruthy() + }) +}) diff --git a/src/app/home/chart-container/chart-container.component.ts b/src/app/home/chart-container/chart-container.component.ts index 7aa525c..2cb6a95 100644 --- a/src/app/home/chart-container/chart-container.component.ts +++ b/src/app/home/chart-container/chart-container.component.ts @@ -1,4 +1,5 @@ -import { Component } from '@angular/core'; +import { Component, Input } from '@angular/core' +import { type ResponseInterface } from '../../interfaces/response-interface' @Component({ selector: 'app-chart-container', @@ -6,4 +7,5 @@ import { Component } from '@angular/core'; styleUrls: ['./chart-container.component.css'] }) export class ChartContainerComponent { + @Input() kmeansResult: ResponseInterface | undefined } diff --git a/src/app/home/chart-container/chart/chart.component.html b/src/app/home/chart-container/chart/chart.component.html index 3f4b9a7..464b244 100644 --- a/src/app/home/chart-container/chart/chart.component.html +++ b/src/app/home/chart-container/chart/chart.component.html @@ -1,6 +1,9 @@ -
- {{ chart }} +
+
+ {{ chart }} +
+ + + +
- - - diff --git a/src/app/home/chart-container/chart/chart.component.spec.ts b/src/app/home/chart-container/chart/chart.component.spec.ts index 8226f97..9575495 100644 --- a/src/app/home/chart-container/chart/chart.component.spec.ts +++ b/src/app/home/chart-container/chart/chart.component.spec.ts @@ -1,26 +1,26 @@ -import { ComponentFixture, TestBed } from '@angular/core/testing'; +import { type ComponentFixture, TestBed } from '@angular/core/testing' -import { ChartComponent } from './chart.component'; +import { ChartComponent } from './chart.component' describe('ChartComponent', () => { - let component: ChartComponent; - let fixture: ComponentFixture; + let component: ChartComponent + let fixture: ComponentFixture beforeEach(() => { TestBed.configureTestingModule({ declarations: [ - ChartComponent, + ChartComponent ], imports: [ ] - }); - fixture = TestBed.createComponent(ChartComponent); - component = fixture.componentInstance; - fixture.detectChanges(); - }); + }) + fixture = TestBed.createComponent(ChartComponent) + component = fixture.componentInstance + fixture.detectChanges() + }) it('should create', () => { - expect(component).toBeTruthy(); - }); -}); + expect(component).toBeTruthy() + }) +}) diff --git a/src/app/home/chart-container/chart/chart.component.ts b/src/app/home/chart-container/chart/chart.component.ts index b096235..60f5a09 100644 --- a/src/app/home/chart-container/chart/chart.component.ts +++ b/src/app/home/chart-container/chart/chart.component.ts @@ -1,86 +1,105 @@ -import {AfterViewInit, Component} from '@angular/core'; -import {Chart} from "chart.js/auto"; -import {Points, ResponseInterface} from "../../../interfaces/response-interface"; -import {CentroidDatesetInterface, ChartDatasetInterface} from "../../../interfaces/chartDataset-interface"; -import {MockDaten} from "./mock-daten"; +import { type AfterViewInit, Component, Input, type OnChanges, type SimpleChanges } from '@angular/core' +import { Chart } from 'chart.js/auto' +import { type Points, type ResponseInterface } from '../../../interfaces/response-interface' +import { type CentroidDatesetInterface, type ChartDatasetInterface } from '../../../interfaces/chartDataset-interface' +import { MockDaten } from './mock-daten' @Component({ selector: 'app-chart', templateUrl: './chart.component.html', styleUrls: ['./chart.component.css'] }) -export class ChartComponent implements AfterViewInit{ - public chart: any; - MockData: ResponseInterface = MockDaten - datasets: Array = []; - ngAfterViewInit() { - this.renderChart(); +export class ChartComponent implements AfterViewInit, OnChanges { + public chart: any + chartData: ResponseInterface = MockDaten + datasets: ChartDatasetInterface[] = [] + @Input() kmeansResult: ResponseInterface | undefined + + + ngAfterViewInit (): void { + this.renderChart() } - generateDatasets() { - let centroids: Array = []; - let clusterArray: Array = []; - this.MockData.cluster.map(cluster => { - let dataset: ChartDatasetInterface = { - label: "Cluster " + (cluster.clusterNr + 1), + ngOnChanges (changes: SimpleChanges): void { + if (changes['kmeansResult'].currentValue !== undefined) { + if (this.kmeansResult != null) { + this.datasets = [] + this.chartData = this.kmeansResult + } + this.chart.destroy() + this.renderChart() + } + } + + generateDatasets (): void { + const centroids: Points[] = [] + const clusterArray: ChartDatasetInterface[] = [] + // eslint-disable-next-line array-callback-return + this.chartData.cluster.map(cluster => { + const dataset: ChartDatasetInterface = { + label: 'Cluster ' + (cluster.clusterNr + 1), data: cluster.points } centroids.push(cluster.centroid) clusterArray.push(dataset) }) const centroidDataset: CentroidDatesetInterface = { - label: "Centroids", + label: 'Centroids', data: centroids, - pointStyle: "rectRot", + pointStyle: 'rectRot', radius: 10 } this.datasets.push(centroidDataset) + // eslint-disable-next-line array-callback-return clusterArray.map(cluster => { - this.datasets.push(cluster); + this.datasets.push(cluster) }) } - renderChart(){ + renderChart (): void { this.generateDatasets() - var image: string; - this.chart = new Chart("Chart", { - type: 'scatter', //this denotes tha type of chart + // eslint-disable-next-line @typescript-eslint/no-unused-vars + let image: string + this.chart = new Chart('Chart', { + type: 'scatter', // this denotes tha type of chart data: { datasets: this.datasets }, options: { - aspectRatio:1, + aspectRatio: 1, animation: { onComplete: function () { - image = this.toBase64Image(); - var a: HTMLAnchorElement = document.getElementById('chartDownload'); - a.href = this.toBase64Image(); - a.download = 'chart.png'; - }, + image = this.toBase64Image() + const a: HTMLAnchorElement = document.getElementById('chartDownload') as HTMLAnchorElement + a.href = this.toBase64Image() + a.download = 'chart.png' + } }, plugins: { title: { display: true, - text: MockDaten.name - }, + text: this.chartData.name + } }, scales: { y: { title: { display: true, - text: MockDaten.y_label + text: this.chartData.y_label } }, + x: { title: { display: true, - text: MockDaten.x_label + text: this.chartData.x_label + } } } } - }); + }) } } diff --git a/src/app/home/chart-container/chart/mock-daten.ts b/src/app/home/chart-container/chart/mock-daten.ts index bb8f886..b9edb76 100644 --- a/src/app/home/chart-container/chart/mock-daten.ts +++ b/src/app/home/chart-container/chart/mock-daten.ts @@ -1,12040 +1,16 @@ -import {ResponseInterface} from "../../../interfaces/response-interface"; +import { type ResponseInterface } from '../../../interfaces/response-interface' export const MockDaten: ResponseInterface = { - "name": "K-Means Ergebnis von: xclara", - "cluster": [ - { - "clusterNr": 0, - "centroid": { - "x": 9.478045899766407, - "y": 10.686052004816457 - }, - "points": [ - { - "x": 2.072345, - "y": -3.241693 - }, - { - "x": 17.93671, - "y": 15.78481 - }, - 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"y": 51.24299 - }, - { - "x": 45.85658, - "y": 65.63105 - }, - { - "x": 55.69338000000001, - "y": 65.96500999999999 - }, - { - "x": 36.04146, - "y": 62.1499 - }, - { - "x": 28.33257, - "y": 70.274 - }, - { - "x": 41.79587, - "y": 77.08113 - }, - { - "x": 38.54986, - "y": 81.29446999999998 - }, - { - "x": 40.67175, - "y": 54.77458000000001 - }, - { - "x": 38.67076, - "y": 67.80664 - }, - { - "x": 35.75459, - "y": 52.14807 - }, - { - "x": 47.64047, - "y": 62.95349 - }, - { - "x": 44.38814, - "y": 50.86422 - }, - { - "x": 55.07092, - "y": 45.49946 - }, - { - "x": 47.48012, - "y": 58.80583000000001 - }, - { - "x": 40.05356, - "y": 72.84874 - }, - { - "x": 41.29422, - "y": 67.83528000000001 - }, - { - "x": 36.53526, - "y": 78.04978 - }, - { - "x": 23.52244, - "y": 51.33826 - }, - { - "x": 42.98621, - "y": 55.51208000000001 - }, - { - "x": 25.60867, - "y": 47.51016 - }, - { - "x": 31.30385, - "y": 71.48902 - }, - { - "x": 54.79936, - "y": 68.69215 - }, - { - "x": 33.320640000000004, - "y": 69.45271 - }, - { - "x": 42.24906, - "y": 47.52644 - }, - { - "x": 29.504, - "y": 48.87712 - }, - { - "x": 31.42953, - "y": 52.80237 - }, - { - "x": 51.66205, - "y": 57.32731999999999 - }, - { - "x": 38.16498, - "y": 53.45429 - }, - { - "x": 44.65573, - "y": 61.14825 - } - ] - } + user_id: 0, + request_id: 0, + name: 'Kein anzeigbares Clustering', + cluster: [ ], - "x_label": "V1", - "y_label": "V2", - "iterations": 2, - "distance_metric": "EUCLIDEAN", - "silhouette_score": 0.6945587736089913, - "davies_bouldin_index": 0.4205615850847846 + x_label: '', + y_label: '', + iterations: 4, + used_distance_metric: 'EUCLIDEAN', + used_optK_method: 'ELBOW', + clusters_elbow: 21, + clusters_silhouette: 2 } diff --git a/src/app/home/chart-container/table/table.component.css b/src/app/home/chart-container/table/table.component.css new file mode 100644 index 0000000..1922e7f --- /dev/null +++ b/src/app/home/chart-container/table/table.component.css @@ -0,0 +1,3 @@ +table { + width: 100%; +} diff --git a/src/app/home/chart-container/table/table.component.html b/src/app/home/chart-container/table/table.component.html new file mode 100644 index 0000000..17d0ba6 --- /dev/null +++ b/src/app/home/chart-container/table/table.component.html @@ -0,0 +1,32 @@ + + + + + + + + + + + + + + + + + + +
+ Name + + + + {{data.name}} + x {{data.x}} y {{data.y}}
diff --git a/src/app/home/chart-container/table/table.component.spec.ts b/src/app/home/chart-container/table/table.component.spec.ts new file mode 100644 index 0000000..a3f59d9 --- /dev/null +++ b/src/app/home/chart-container/table/table.component.spec.ts @@ -0,0 +1,21 @@ +import { ComponentFixture, TestBed } from '@angular/core/testing' + +import { TableComponent } from './table.component' + +describe('TableComponent', () => { + let component: TableComponent + let fixture: ComponentFixture + + beforeEach(() => { + TestBed.configureTestingModule({ + declarations: [TableComponent] + }) + fixture = TestBed.createComponent(TableComponent) + component = fixture.componentInstance + fixture.detectChanges() + }) + + it('should create', () => { + expect(component).toBeTruthy() + }) +}) diff --git a/src/app/home/chart-container/table/table.component.ts b/src/app/home/chart-container/table/table.component.ts new file mode 100644 index 0000000..4aaa1c7 --- /dev/null +++ b/src/app/home/chart-container/table/table.component.ts @@ -0,0 +1,82 @@ +import { AfterViewInit, Component, Input, OnChanges, SimpleChanges } from '@angular/core' +import { ResponseInterface } from '../../../interfaces/response-interface' +import { MockDaten } from '../chart/mock-daten' +import { FlatTreeControl } from '@angular/cdk/tree' +import { MatTreeFlatDataSource, MatTreeFlattener } from '@angular/material/tree' +import { FlatTableDataset, TableDatasetInterface } from '../../../interfaces/tableDataset-interface' + +@Component({ + selector: 'app-table', + templateUrl: './table.component.html', + styleUrls: ['./table.component.css'] +}) +export class TableComponent implements AfterViewInit, OnChanges { + @Input() kmeansResult: ResponseInterface | undefined + tableDataRaw: ResponseInterface = MockDaten + tableData: TableDatasetInterface[] = [] + + displayedColumns: string[] = ['name', 'x', 'y'] + + private transformer = (node: TableDatasetInterface, level: number): any => { + return { + expandable: !(node.children == null) && node.children.length > 0, + name: node.name, + x: node.x, + y: node.y, + level + } + } + + treeControl = new FlatTreeControl( + node => node.level, node => node.expandable) + + treeFlattener = new MatTreeFlattener( + this.transformer, node => node.level, + node => node.expandable, node => node.children) + + dataSource = new MatTreeFlatDataSource(this.treeControl, this.treeFlattener) + + ngAfterViewInit (): void { + this.fillTableData() + this.dataSource.data = this.tableData + console.log(this.tableData) + } + + ngOnChanges (changes: SimpleChanges): void { + if (changes['kmeansResult'].currentValue !== undefined) { + if (this.kmeansResult != null) { + this.tableDataRaw = this.kmeansResult + this.fillTableData() + this.dataSource.data = this.tableData + console.log(this.tableData) + } else { + this.tableData = [] + this.dataSource.data = this.tableData + } + } + } + + fillTableData (): void { + this.tableData = [] + + this.tableDataRaw.cluster.map(cluster => { + const dataset: TableDatasetInterface = { + name: 'Centroid ' + (cluster.clusterNr + 1), + x: cluster.centroid.x, + y: cluster.centroid.y, + children: [] + } + cluster.points.map(point => { + const pointData: TableDatasetInterface = { + name: 'point', + x: point.x, + y: point.y + } + dataset.children?.push(pointData) + return null + }) + this.tableData.push(dataset) + return null + }) + } +} diff --git a/src/app/home/home-services/api.service.spec.ts b/src/app/home/home-services/api.service.spec.ts new file mode 100644 index 0000000..a88b626 --- /dev/null +++ b/src/app/home/home-services/api.service.spec.ts @@ -0,0 +1,16 @@ +import { TestBed } from '@angular/core/testing' + +import { ApiService } from './api.service' + +describe('ApiService', () => { + let service: ApiService + + beforeEach(() => { + TestBed.configureTestingModule({}) + service = TestBed.inject(ApiService) + }) + + it('should be created', () => { + expect(service).toBeTruthy() + }) +}) diff --git a/src/app/home/home-services/api.service.ts b/src/app/home/home-services/api.service.ts new file mode 100644 index 0000000..fd85854 --- /dev/null +++ b/src/app/home/home-services/api.service.ts @@ -0,0 +1,46 @@ +import { Injectable } from '@angular/core' +import { HttpClient, HttpParams } from '@angular/common/http' +import { Observable } from 'rxjs' + +@Injectable({ + providedIn: 'root' +}) +export class ApiService { + public postKmeans ( + csv: File, + column1?: number, + column2?: number, + kCluster?: number, + distanceMetric?: string, + clusterDetermination?: string + ): Observable { + let Params: HttpParams = new HttpParams() + + if (column1 != null) { + Params = Params.set('column1', column1) + } + if (column2 != null) { + Params = Params.set('column2', column2) + } + if ((kCluster != null) && kCluster > 0) { + Params = Params.set('kCluster', kCluster) + } + if (distanceMetric != null) { + Params = Params.set('distanceMetric', distanceMetric) + } + if (clusterDetermination != null) { + Params = Params.set('clusterDetermination', clusterDetermination) + } + + const formData = new FormData() + formData.append('file', new Blob([csv], { type: 'text/csv' }), csv.name) + + return this.http.post( + 'https://beta.axellotl.de/clustering/perform-kmeans-clustering/', + formData, + { params: Params } + ) + } + + constructor (private http: HttpClient) { } +} diff --git a/src/app/home/home-services/csv-to-2-d-array.service.spec.ts b/src/app/home/home-services/csv-to-2-d-array.service.spec.ts new file mode 100644 index 0000000..cfd6f80 --- /dev/null +++ b/src/app/home/home-services/csv-to-2-d-array.service.spec.ts @@ -0,0 +1,16 @@ +import { TestBed } from '@angular/core/testing' + +import { CsvTo2DArrayService } from './csv-to-2-d-array.service' + +describe('CsvTo2DArrayService', () => { + let service: CsvTo2DArrayService + + beforeEach(() => { + TestBed.configureTestingModule({}) + service = TestBed.inject(CsvTo2DArrayService) + }) + + it('should be created', () => { + expect(service).toBeTruthy() + }) +}) diff --git a/src/app/home/home-services/csv-to-2-d-array.service.ts b/src/app/home/home-services/csv-to-2-d-array.service.ts new file mode 100644 index 0000000..40ade70 --- /dev/null +++ b/src/app/home/home-services/csv-to-2-d-array.service.ts @@ -0,0 +1,11 @@ +import { Injectable } from '@angular/core' + +@Injectable({ + providedIn: 'root' +}) +export class CsvTo2DArrayService { + csvTo2DArray (csvData: string): string[][] { + const rows = csvData.split(/\r\n|\n|\r/) + return rows.map(row => row.split(',')) + } +} diff --git a/src/app/home/home-services/kmeans-local.service.spec.ts b/src/app/home/home-services/kmeans-local.service.spec.ts new file mode 100644 index 0000000..0f33a1c --- /dev/null +++ b/src/app/home/home-services/kmeans-local.service.spec.ts @@ -0,0 +1,16 @@ +import { TestBed } from '@angular/core/testing' + +import { KmeansLocalService } from './kmeans-local.service' + +describe('KmeansLocalService', () => { + let service: KmeansLocalService + + beforeEach(() => { + TestBed.configureTestingModule({}) + service = TestBed.inject(KmeansLocalService) + }) + + it('should be created', () => { + expect(service).toBeTruthy() + }) +}) diff --git a/src/app/home/home-services/kmeans-local.service.ts b/src/app/home/home-services/kmeans-local.service.ts new file mode 100644 index 0000000..f35859a --- /dev/null +++ b/src/app/home/home-services/kmeans-local.service.ts @@ -0,0 +1,119 @@ +import { Injectable } from '@angular/core' +import { kmeans as KMeans } from 'ml-kmeans' +import { ResponseInterface } from '../../interfaces/response-interface' +import { CsvTo2DArrayService } from './csv-to-2-d-array.service' + +@Injectable({ + providedIn: 'root' +}) +export class KmeansLocalService { + csvData: string[][] = [] + clusters: any[] = [] + + euclideanDistance (pointA: number[], pointB: number[]): number { + return Math.sqrt(pointA.reduce((sum, value, index) => sum + Math.pow(value - pointB[index], 2), 0)) + } + + manhattanDistance (pointA: number[], pointB: number[]): number { + return pointA.reduce((sum, value, index) => sum + Math.abs(value - pointB[index]), 0) + } + + elbowMethod (data: number[][], maxClusters: number, distanceMetric: string): number { + const ssd: number[] = [] // Sum of Squared Distances for different cluster numbers + + const distanceFunction = distanceMetric === 'EUCLIDEAN' ? this.euclideanDistance : this.manhattanDistance + + for (let i = 1; i <= maxClusters; i++) { + const result = KMeans(data, i, { distanceFunction }) + let currentSSD = 0 + for (let j = 0; j < data.length; j++) { + const centroid = result.centroids[result.clusters[j]] + currentSSD += distanceFunction(data[j], centroid) ** 2 + } + ssd.push(currentSSD) + } + // Calculate the rate of change of SSD (first derivative) + const ratesOfChange = ssd.slice(1).map((value, index) => ssd[index] - value) + // Calculate the second derivative + const secondDerivative = ratesOfChange.slice(1).map((value, index) => ratesOfChange[index] - value) + // Find the index of the maximum value in the second derivative + const elbowPoint = secondDerivative.indexOf(Math.max(...secondDerivative)) + // Convert SSD values to an array of x and y coordinates + // const coordinates = ssd.map((value, index) => ({ x: index + 1, y: value })) + + // Return the optimal number of clusters + return elbowPoint + 2 // +2 because the index is 0-based and we started from k=1 + } + + async performKMeans (csv: File, k: number, useOptK: boolean, distanceMetric: string): Promise { + return await new Promise((resolve, reject) => { + const fileReader = new FileReader() + + fileReader.onload = () => { + const content = fileReader.result as string + this.csvData = this.csvTo2DArrayService.csvTo2DArray(content) + + const dataAsNumbers = this.csvData.slice(1) + .map(row => row.map(value => parseFloat(value))) + .filter(row => row.length === this.csvData[1].length) + + if (useOptK) { + k = this.elbowMethod(dataAsNumbers, 100, distanceMetric) + } + const result = KMeans(dataAsNumbers, k, { + distanceFunction: distanceMetric === 'EUCLIDEAN' ? this.euclideanDistance : this.manhattanDistance + }) + + const jsonResult = this.convertToJSONFormat(result, dataAsNumbers, csv.name, distanceMetric) + + resolve(jsonResult) // Resolviere das Promise mit dem Ergebnis + } + + fileReader.onerror = (error) => { + reject(error) // Falls ein Fehler beim Lesen der Datei auftritt, rejecte das Promise + } + + fileReader.readAsText(csv) + }) + } + + convertToJSONFormat (result: any, data: number[][], fileName: string, distanceMetric: string): ResponseInterface { + if (this.csvData.length === 0 || this.csvData[0].length < 2) { + console.error('Invalid CSV data format') + } + + const xLabel = this.csvData[0][0] + const yLabel = this.csvData[0][1] + + const clusters = result.centroids.map((centroid: number[], index: number) => { + const points = data.filter((_, dataIndex) => result.clusters[dataIndex] === index) + return { + clusterNr: index, + centroid: { + x: centroid[0], + y: centroid[1] + }, + points: points.map(point => ({ + x: point[0], + y: point[1] + })) + } + }) + + return { + user_id: 0, + request_id: 0, + name: `K-Means Ergebnis von: ${fileName}`, + cluster: clusters, + x_label: xLabel, + y_label: yLabel, + iterations: result.iterations, + used_distance_metric: distanceMetric, + used_optK_method: 'deine Mutter', + clusters_elbow: 0, + clusters_silhouette: 0 + } + } + + constructor (private csvTo2DArrayService: CsvTo2DArrayService) { } +} diff --git a/src/app/home/home.component.css b/src/app/home/home.component.css index 3dfc867..d77688b 100644 --- a/src/app/home/home.component.css +++ b/src/app/home/home.component.css @@ -17,15 +17,16 @@ } .sidenav-item-left { - flex:0 0 50%; + flex: 0 0 50%; margin-right: 50px; + align-self: baseline; } .sidenav-item-right { flex: 1; } -@media (max-width: 60rem) { +@media (max-width: 60rem) { /*Bei Mobile Bildschirmen in Hochkant*/ .sidenav-content { display: flex; flex-wrap: wrap; @@ -35,6 +36,11 @@ transform: translateX(50px); margin-bottom: 30px; } + .drawer-header { + display: flex; + flex-wrap: wrap; + justify-content: space-between; + } } mat-drawer { @@ -52,3 +58,19 @@ mat-drawer { position:absolute; bottom:0; } + +.loading-spinner { + position: absolute; + left: 50%; + top: 50%; + font-size: 200px; + z-index: 10; +} + +.grey-background { + background-color: rgba(106, 106, 106, 0.5); + position: absolute; + width: 100vw; + height: 100vh; + z-index: 9; +} diff --git a/src/app/home/home.component.html b/src/app/home/home.component.html index 9ce76f0..4043d06 100644 --- a/src/app/home/home.component.html +++ b/src/app/home/home.component.html @@ -1,6 +1,6 @@ - +

Historie

- +
- +
diff --git a/src/app/home/home.component.spec.ts b/src/app/home/home.component.spec.ts index e9632c5..edfb3ef 100644 --- a/src/app/home/home.component.spec.ts +++ b/src/app/home/home.component.spec.ts @@ -1,15 +1,15 @@ -import { ComponentFixture, TestBed } from '@angular/core/testing'; +import { type ComponentFixture, TestBed } from '@angular/core/testing' -import { HomeComponent } from './home.component'; -import {MatSidenavModule} from "@angular/material/sidenav"; -import {BrowserAnimationsModule} from "@angular/platform-browser/animations"; -import {InputComponent} from "./input/input.component"; -import {ChartComponent} from "./chart-container/chart/chart.component"; -import {MatIconModule} from "@angular/material/icon"; +import { HomeComponent } from './home.component' +import { MatSidenavModule } from '@angular/material/sidenav' +import { BrowserAnimationsModule } from '@angular/platform-browser/animations' +import { InputComponent } from './input/input.component' +import { ChartComponent } from './chart-container/chart/chart.component' +import { MatIconModule } from '@angular/material/icon' describe('HomeComponent', () => { - let component: HomeComponent; - let fixture: ComponentFixture; + let component: HomeComponent + let fixture: ComponentFixture beforeEach(() => { TestBed.configureTestingModule({ @@ -23,13 +23,13 @@ describe('HomeComponent', () => { BrowserAnimationsModule, MatIconModule ] - }); - fixture = TestBed.createComponent(HomeComponent); - component = fixture.componentInstance; - fixture.detectChanges(); - }); + }) + fixture = TestBed.createComponent(HomeComponent) + component = fixture.componentInstance + fixture.detectChanges() + }) it('should create', () => { - expect(component).toBeTruthy(); - }); -}); + expect(component).toBeTruthy() + }) +}) diff --git a/src/app/home/home.component.ts b/src/app/home/home.component.ts index a367c33..7012240 100644 --- a/src/app/home/home.component.ts +++ b/src/app/home/home.component.ts @@ -1,5 +1,6 @@ -import { Component } from '@angular/core'; -import {Router} from "@angular/router"; +import { Component } from '@angular/core' +import { Router } from '@angular/router' +import { ResponseInterface } from '../interfaces/response-interface' @Component({ selector: 'app-home', @@ -7,10 +8,20 @@ import {Router} from "@angular/router"; styleUrls: ['./home.component.css'] }) export class HomeComponent { + kmeansResult: ResponseInterface | undefined + isLoading: boolean = false - constructor(private router: Router) {} + constructor (private router: Router) {} - public routeToLogin(){ - this.router.navigate(['/login']) + public handleAPIResponse (response: ResponseInterface): void { + this.kmeansResult = response + } + + public handleLoading (status: boolean): void { + this.isLoading = status + } + + public routeToLogin (): void { + void this.router.navigate(['/login']) } } diff --git a/src/app/home/input/input.component.css b/src/app/home/input/input.component.css index e938daf..e88f7f4 100644 --- a/src/app/home/input/input.component.css +++ b/src/app/home/input/input.component.css @@ -6,18 +6,11 @@ } .form-container { - width: 100%; + width: 98%; display: grid; grid-template-columns: 50% 50%; grid-gap: 20px; -} -.settings-grid { - width: 100%; - display: grid; - align-items: center; - grid-template-columns: 35% 65%; - grid-gap: 20px; } .grid-over-two-columns { @@ -28,14 +21,15 @@ .dropzone{ /*width: 100%; */ - height: 200px; + height: 120px; padding: 2rem; text-align: center; + border: dashed 1px #808080FF; - border: dashed 1px rgb(128, 128, 128); position: relative; display: flex; flex-direction: column; + border-radius: 5px; @@ -45,7 +39,6 @@ horiz-align: center; } } - .dropzone:hover{ background-color: rgba(255, 64, 129, 0.05); @@ -55,7 +48,7 @@ .file-display{ height: 20px; padding: 1rem; - border: dashed 1px gray; + border: dashed 1px #808080FF; position: relative; display: flex; vertical-align: center; @@ -64,3 +57,11 @@ margin-bottom: 20px; } + +.settings-grid { + width: 100%; + display: grid; + align-items: center; + grid-template-columns: 35% 65%; + grid-gap: 20px; +} diff --git a/src/app/home/input/input.component.html b/src/app/home/input/input.component.html index de8da54..d5451d4 100644 --- a/src/app/home/input/input.component.html +++ b/src/app/home/input/input.component.html @@ -3,7 +3,7 @@

Clustering

Name des Clusters - +
@@ -11,11 +11,10 @@

Clustering

Ziehe eine .csv / .xslx Datei per Drag & Drop hierher

-

oder

-
-
+
+ insert_drive_file +
{{file.name}}
+
+ +
+ @@ -33,7 +38,9 @@

oder

 -
+ +
+
Anzahl der Cluster (optional)
@@ -46,10 +53,10 @@

oder

Berechnungsmethode

- - Euklidisch (Standard) - Manhattan - Jaccard + + Euklidisch (Standard) + Manhattan + Jaccard
@@ -57,25 +64,22 @@

oder

Methode zur Bestimmung von K

- - Ellenbogen (Standard) - Silhouette + + Ellenbogen (Standard) + Silhouette
- -
- Lokal im Browser ausführen - + Lokal im Browser ausführen
-
+
+
- - +
diff --git a/src/app/home/input/input.component.spec.ts b/src/app/home/input/input.component.spec.ts index 9a4f2e1..378ef79 100644 --- a/src/app/home/input/input.component.spec.ts +++ b/src/app/home/input/input.component.spec.ts @@ -1,12 +1,12 @@ -import { ComponentFixture, TestBed } from '@angular/core/testing'; +import { type ComponentFixture, TestBed } from '@angular/core/testing' -import { InputComponent } from './input.component'; -import {MatFormFieldModule} from "@angular/material/form-field"; -import {ChartComponent} from "../chart-container/chart/chart.component"; +import { InputComponent } from './input.component' +import { MatFormFieldModule } from '@angular/material/form-field' +import { ChartComponent } from '../chart-container/chart/chart.component' describe('InputComponent', () => { - let component: InputComponent; - let fixture: ComponentFixture; + let component: InputComponent + let fixture: ComponentFixture beforeEach(() => { TestBed.configureTestingModule({ @@ -17,13 +17,13 @@ describe('InputComponent', () => { imports: [ MatFormFieldModule ] - }); - fixture = TestBed.createComponent(InputComponent); - component = fixture.componentInstance; - fixture.detectChanges(); - }); + }) + fixture = TestBed.createComponent(InputComponent) + component = fixture.componentInstance + fixture.detectChanges() + }) it('should create', () => { - expect(component).toBeTruthy(); - }); -}); + expect(component).toBeTruthy() + }) +}) diff --git a/src/app/home/input/input.component.ts b/src/app/home/input/input.component.ts index d0b8f82..55d184b 100644 --- a/src/app/home/input/input.component.ts +++ b/src/app/home/input/input.component.ts @@ -1,7 +1,9 @@ -import { Component } from '@angular/core'; -import {FormControl, FormGroup} from "@angular/forms"; -import {HttpClient} from "@angular/common/http"; -import {MatSnackBar} from "@angular/material/snack-bar"; +import { Component, EventEmitter, Output } from '@angular/core' +import { FormControl, FormGroup } from '@angular/forms' +import { MatSnackBar } from '@angular/material/snack-bar' +import { ApiService } from '../home-services/api.service' +import { ResponseInterface } from '../../interfaces/response-interface' +import { KmeansLocalService } from '../home-services/kmeans-local.service' @Component({ selector: 'app-input', @@ -12,44 +14,86 @@ export class InputComponent { clusterInputFormGroup = new FormGroup({ clusterName: new FormControl(''), k: new FormControl(''), - }); + distanceMetric: new FormControl('EUCLIDEAN'), + clusterDetermination: new FormControl('ELBOW'), + offlineKmeans: new FormControl(false) + }) - constructor(private http: HttpClient, private snackbar: MatSnackBar) { //http wird später für die API Anbindung benutzt - } + @Output() kmeansResult: EventEmitter = new EventEmitter() + @Output() isLoading: EventEmitter = new EventEmitter() + constructor ( + private snackbar: MatSnackBar, + private apiService: ApiService, + private localKmeans: KmeansLocalService + ) { + } - public file?: File; + public file?: File + submit (): void { + if (this.clusterInputFormGroup.value.offlineKmeans === true) { + if ((this.file != null) && (this.clusterInputFormGroup.value.distanceMetric != null)) { + this.isLoading.emit(true) + this.localKmeans.performKMeans( + this.file, + Number(this.clusterInputFormGroup.value.k) !== 0 ? Number(this.clusterInputFormGroup.value.k) : 0, + Number(this.clusterInputFormGroup.value.k) === 0, + this.clusterInputFormGroup.value.distanceMetric) + .then((result) => { + this.kmeansResult.emit(result) + this.isLoading.emit(false) + }).catch((error) => { + console.log(error) + this.isLoading.emit(false) + }) + } + } else { + if ((this.file != null) && (this.clusterInputFormGroup.value.distanceMetric != null) && (this.clusterInputFormGroup.value.clusterDetermination != null)) { + this.isLoading.emit(true) + this.apiService.postKmeans( + this.file, + undefined, + undefined, + Number(this.clusterInputFormGroup.value.k), + this.clusterInputFormGroup.value.distanceMetric, + this.clusterInputFormGroup.value.clusterDetermination + ).subscribe((response: ResponseInterface) => { + this.kmeansResult.emit(response) + this.isLoading.emit(false) + }, error => { + this.isLoading.emit(false) + this.snackbar.open('Ein Fehler ist aufgetreten. Meldung: ' + error.error.detail, 'Okay') + console.log(error) + }) + } else { + this.snackbar.open('Bitte lade erst eine Datei hoch', 'Okay', { duration: 3000 }) + } + } - submit() { - console.log(JSON.stringify(this.clusterInputFormGroup.value)); } - onDragOver(event: any){ - event.preventDefault(); + onDragOver (event: any): void { + event.preventDefault() } - onDropSuccess(event: any) { - event.preventDefault(); + onDropSuccess (event: any): void { + event.preventDefault() - this.onFileChange(event.dataTransfer.files[0]); // notice the "dataTransfer" used instead of "target" + this.onFileChange(event.dataTransfer.files[0]) // notice the "dataTransfer" used instead of "target" } - onChange(event:any){ - - this.onFileChange(event.target.files[0]); + onChange (event: any): void { + this.onFileChange(event.target.files[0]) } - private onFileChange(file: File){ + private onFileChange (file: File): void { + if (file.type === 'text/csv' || file.type === 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet') { + this.file = file + this.snackbar.open('Datei ' + file.name + ' wird hochgeladen', 'Okay', { duration: 2000 }) + } else { + this.snackbar.open('Falsches Dateiformat', 'Okay', { duration: 3000 }) - - if(file.type == 'text/csv' || file.type =='application/vnd.openxmlformats-officedocument.spreadsheetml.sheet'){ - this.file = file; - this.snackbar.open('Ich lade die Datei '+file.name+' hoch wenn die API Jungs soweit sind','Okay'); - } - else { - this.snackbar.open('Falsches Dateiformat','Okay'); } - } } diff --git a/src/app/interfaces/chartDataset-interface.ts b/src/app/interfaces/chartDataset-interface.ts index e2a3280..8d6f5c7 100644 --- a/src/app/interfaces/chartDataset-interface.ts +++ b/src/app/interfaces/chartDataset-interface.ts @@ -1,11 +1,14 @@ +import { Points } from './response-interface' + export interface ChartDatasetInterface { - "label": string, - "data": Object + 'label': string + 'data': Points[] } export interface CentroidDatesetInterface { - "label": string, - "data": Object, - "pointStyle": string, - "radius": number + 'label': string + 'data': Points[] + 'pointStyle': string + 'radius': number + } diff --git a/src/app/interfaces/response-interface.ts b/src/app/interfaces/response-interface.ts index 69d160a..6008a4e 100644 --- a/src/app/interfaces/response-interface.ts +++ b/src/app/interfaces/response-interface.ts @@ -1,26 +1,30 @@ export interface ResponseInterface { - "name": string, - "cluster": Array, - "x_label": string, - "y_label": string, - "iterations": number, - "distance_metric": string, - "silhouette_score": number, - "davies_bouldin_index": number, + 'user_id': number + 'request_id': number + 'name': string + 'cluster': Cluster[] + 'x_label': string + 'y_label': string + 'iterations': number + 'used_distance_metric': string + 'used_optK_method': string + 'clusters_elbow': number + 'clusters_silhouette': number } -interface Cluster { - "clusterNr": number, - "centroid": Centroid, - "points": Array +export interface Cluster { + 'clusterNr': number + 'centroid': Centroid + 'points': Points[] } export interface Points { - "x": number, - "y": number + 'x': number + 'y': number } interface Centroid { - "x": number, - "y": number + 'x': number + 'y': number + } diff --git a/src/app/interfaces/tableDataset-interface.ts b/src/app/interfaces/tableDataset-interface.ts new file mode 100644 index 0000000..bca37e1 --- /dev/null +++ b/src/app/interfaces/tableDataset-interface.ts @@ -0,0 +1,14 @@ +export interface TableDatasetInterface { + name: string + x: number + y: number + children?: TableDatasetInterface[] +} + +export interface FlatTableDataset { + expandable: boolean + name: string + x: number + y: number + level: number +} diff --git a/src/app/login/login.component.spec.ts b/src/app/login/login.component.spec.ts index 360f9f2..f01e52e 100644 --- a/src/app/login/login.component.spec.ts +++ b/src/app/login/login.component.spec.ts @@ -1,21 +1,21 @@ -import { ComponentFixture, TestBed } from '@angular/core/testing'; +import { type ComponentFixture, TestBed } from '@angular/core/testing' -import { LoginComponent } from './login.component'; +import { LoginComponent } from './login.component' describe('LoginComponent', () => { - let component: LoginComponent; - let fixture: ComponentFixture; + let component: LoginComponent + let fixture: ComponentFixture beforeEach(() => { TestBed.configureTestingModule({ declarations: [LoginComponent] - }); - fixture = TestBed.createComponent(LoginComponent); - component = fixture.componentInstance; - fixture.detectChanges(); - }); + }) + fixture = TestBed.createComponent(LoginComponent) + component = fixture.componentInstance + fixture.detectChanges() + }) it('should create', () => { - expect(component).toBeTruthy(); - }); -}); + expect(component).toBeTruthy() + }) +}) diff --git a/src/app/login/login.component.ts b/src/app/login/login.component.ts index 6b639c2..e8d443d 100644 --- a/src/app/login/login.component.ts +++ b/src/app/login/login.component.ts @@ -1,5 +1,5 @@ -import { Component } from '@angular/core'; -import {Router} from "@angular/router"; +import { Component } from '@angular/core' +import { Router } from '@angular/router' @Component({ selector: 'app-login', @@ -7,12 +7,11 @@ import {Router} from "@angular/router"; styleUrls: ['./login.component.css'] }) export class LoginComponent { - - constructor(private router: Router) { + // eslint-disable-next-line + constructor (private router: Router) { } - public navigateToHome(){ - this.router.navigate(['/home']); + public navigateToHome (): void { + void this.router.navigate(['/home']) } - } diff --git a/src/main.ts b/src/main.ts index c58dc05..f7c569f 100644 --- a/src/main.ts +++ b/src/main.ts @@ -1,7 +1,6 @@ -import { platformBrowserDynamic } from '@angular/platform-browser-dynamic'; - -import { AppModule } from './app/app.module'; +import { platformBrowserDynamic } from '@angular/platform-browser-dynamic' +import { AppModule } from './app/app.module' platformBrowserDynamic().bootstrapModule(AppModule) - .catch(err => console.error(err)); + .catch(err => { console.error(err) })