diff options
Diffstat (limited to 'frontend')
18 files changed, 166 insertions, 186 deletions
diff --git a/frontend/src/app/_data/Dataset.ts b/frontend/src/app/_data/Dataset.ts index 87b09c6f..a962fe6b 100644 --- a/frontend/src/app/_data/Dataset.ts +++ b/frontend/src/app/_data/Dataset.ts @@ -1,7 +1,6 @@ import { FolderFile } from "./FolderFile"; export default class Dataset extends FolderFile { - _id: string = ''; constructor( name: string = 'Novi izvor podataka', public description: string = '', diff --git a/frontend/src/app/_data/Experiment.ts b/frontend/src/app/_data/Experiment.ts index cff77535..c140e100 100644 --- a/frontend/src/app/_data/Experiment.ts +++ b/frontend/src/app/_data/Experiment.ts @@ -1,9 +1,9 @@ +import { FolderFile } from "./FolderFile"; import { ProblemType } from "./Model"; -export default class Experiment { - _id: string = ''; +export default class Experiment extends FolderFile { uploaderId: string = ''; constructor( - public name: string = 'Novi eksperiment', + name: string = 'Novi eksperiment', public description: string = '', public type: ProblemType = ProblemType.Regression, public datasetId: string = '', @@ -11,12 +11,14 @@ export default class Experiment { public outputColumn: string = '', public nullValues: NullValueOptions = NullValueOptions.DeleteRows, public nullValuesReplacers: NullValReplacer[] = [], - public dateCreated: Date = new Date(), - public lastUpdated: Date = new Date(), + dateCreated: Date = new Date(), + lastUpdated: Date = new Date(), public modelIds: string[] = [], public columnTypes: ColumnType[] = [], public encodings: ColumnEncoding[] = []//[{columnName: "", columnEncoding: Encoding.Label}] - ) { } + ) { + super(name, dateCreated, lastUpdated) + } _columnsSelected: boolean = false; } diff --git a/frontend/src/app/_data/FolderFile.ts b/frontend/src/app/_data/FolderFile.ts index c228f25e..4d1844fd 100644 --- a/frontend/src/app/_data/FolderFile.ts +++ b/frontend/src/app/_data/FolderFile.ts @@ -1,4 +1,5 @@ export class FolderFile { + public _id: string = ""; constructor( public name: string, public dateCreated: Date, diff --git a/frontend/src/app/_data/Model.ts b/frontend/src/app/_data/Model.ts index 7780dc45..05d17e01 100644 --- a/frontend/src/app/_data/Model.ts +++ b/frontend/src/app/_data/Model.ts @@ -2,7 +2,6 @@ import { NgIf } from "@angular/common"; import { FolderFile } from "./FolderFile"; export default class Model extends FolderFile { - _id: string = ''; constructor( name: string = 'Novi model', public description: string = '', @@ -132,10 +131,10 @@ export enum LossFunction { MeanSquaredLogarithmicError = 'mean_squared_logarithmic_error', HuberLoss = 'Huber' } -export const LossFunctionRegression =[LossFunction.MeanAbsoluteError,LossFunction.MeanSquaredError,LossFunction.MeanSquaredLogarithmicError] -export const LossFunctionBinaryClassification=[LossFunction.BinaryCrossEntropy,LossFunction.SquaredHingeLoss,LossFunction.HingeLoss] +export const LossFunctionRegression = [LossFunction.MeanAbsoluteError, LossFunction.MeanSquaredError, LossFunction.MeanSquaredLogarithmicError] +export const LossFunctionBinaryClassification = [LossFunction.BinaryCrossEntropy, LossFunction.SquaredHingeLoss, LossFunction.HingeLoss] -export const LossFunctionMultiClassification=[LossFunction.CategoricalCrossEntropy,LossFunction.SparseCategoricalCrossEntropy,LossFunction.KLDivergence] +export const LossFunctionMultiClassification = [LossFunction.CategoricalCrossEntropy, LossFunction.SparseCategoricalCrossEntropy, LossFunction.KLDivergence] export enum Optimizer { Adam = 'Adam', diff --git a/frontend/src/app/_data/Predictor.ts b/frontend/src/app/_data/Predictor.ts index e15ae8f9..55d610ed 100644 --- a/frontend/src/app/_data/Predictor.ts +++ b/frontend/src/app/_data/Predictor.ts @@ -1,22 +1,28 @@ -export default class Predictor { - _id: string = ''; +import { FolderFile } from "./FolderFile"; + +export default class Predictor extends FolderFile { constructor( - public name: string = 'Novi prediktor', + name: string = 'Novi prediktor', public description: string = '', public inputs: string[] = [], public output: string = '', public isPublic: boolean = false, public accessibleByLink: boolean = false, - public dateCreated: Date = new Date(), + dateCreated: Date = new Date(), + lastUpdated: Date = new Date(), public uploaderId: string = '', //public finalMetrics: Metric[] = [] - ) { } + public experimentId: string = "", + public modelId: string = "", + ) { + super(name, dateCreated, lastUpdated); + } } export class Metric { constructor( public name: string = '', public jsonValue: string = '' - ) {} + ) { } }
\ No newline at end of file diff --git a/frontend/src/app/_elements/column-table/column-table.component.ts b/frontend/src/app/_elements/column-table/column-table.component.ts index d61c2537..217eda30 100644 --- a/frontend/src/app/_elements/column-table/column-table.component.ts +++ b/frontend/src/app/_elements/column-table/column-table.component.ts @@ -60,17 +60,16 @@ export class ColumnTableComponent implements AfterViewInit { }); } - updatePieChart(){ + updatePieChart() { //min: number, max: number, q1: number, q3: number, median: number - let i=0; + let i = 0; const pieChart = this.piechartComp.toArray(); - this.dataset?.columnInfo.forEach(colInfo => - { if (this.experiment.columnTypes[i] == ColumnType.categorical) - { - pieChart[i].updatePieChart(colInfo!.uniqueValues, colInfo.uniqueValuesPercent); - i++; - } - }); + this.dataset?.columnInfo.forEach(colInfo => { + if (this.experiment.columnTypes[i] == ColumnType.categorical) { + pieChart[i].updatePieChart(colInfo!.uniqueValues, colInfo.uniqueValuesPercent); + i++; + } + }); } loadDataset(dataset: Dataset) { @@ -213,7 +212,7 @@ export class ColumnTableComponent implements AfterViewInit { if (this.experiment != undefined && this.dataset != undefined) { for (let i = 0; i < this.dataset.columnInfo.length; i++) { if (this.experiment.columnTypes[i] == ColumnType.categorical && this.dataset.columnInfo[i].columnName != this.experiment.outputColumn) //promeni - this.experiment.encodings[i].encoding = encodingType; + this.experiment.encodings[i].encoding = encodingType; } this.columnTableChangeDetected(); } @@ -380,10 +379,8 @@ export class ColumnTableComponent implements AfterViewInit { hoverOverTab(index: number) { if (index < 0) { this.hoveringOverTab = null; - this.tabToDisplay = this.selectedTab.value; } else { this.hoveringOverTab = this.tabs[index]; - this.tabToDisplay = this.tabs[index].value; } } diff --git a/frontend/src/app/_elements/folder/folder.component.css b/frontend/src/app/_elements/folder/folder.component.css index 62324d62..ada2dba0 100644 --- a/frontend/src/app/_elements/folder/folder.component.css +++ b/frontend/src/app/_elements/folder/folder.component.css @@ -210,4 +210,13 @@ .form-hidden { display: none; +} + +.predictor { + text-decoration: underline; +} + +.highlight-exp { + /*font-size: 16px;*/ + font-weight: 700; }
\ No newline at end of file diff --git a/frontend/src/app/_elements/folder/folder.component.html b/frontend/src/app/_elements/folder/folder.component.html index bff066be..8896e7e5 100644 --- a/frontend/src/app/_elements/folder/folder.component.html +++ b/frontend/src/app/_elements/folder/folder.component.html @@ -67,17 +67,38 @@ <app-form-dataset [ngClass]="{'form-hidden': type != FolderType.Dataset}" [forExperiment]="forExperiment"></app-form-dataset> </div> <div [ngClass]="{'form-hidden' : !listView}" class="list-view"> - <div *ngFor="let file of filteredFiles; let i = index" class="list-item force-link" (click)="selectFile(file)"> - <div class="mx-2"> - {{file.name}} + <div *ngFor="let file of filteredFiles; let i = index"> + <div class="list-item force-link" (click)="selectFile(file)"> + <div class="mx-2" [ngClass]="{'highlight-exp' : selectedTab == TabType.MyExperiments}"> + {{file.name}} + </div> + <div class="mx-2 hover-hide"> + {{file.lastUpdated | date}} + </div> + <div class="mx-2 hover-show" *ngIf="selectedTab !== TabType.PublicDatasets && selectedTab !== TabType.PublicModels"> + <button class="btn-clear file-button" (click)="deleteFile(file, $event)"> + <mat-icon>delete</mat-icon> + </button> + </div> </div> - <div class="mx-2 hover-hide"> - {{file.lastUpdated | date}} - </div> - <div class="mx-2 hover-show" *ngIf="selectedTab !== TabType.PublicDatasets && selectedTab !== TabType.PublicModels"> - <button class="btn-clear file-button" (click)="deleteFile(file, $event)"> - <mat-icon>delete</mat-icon> - </button> + <div *ngIf="type == FolderType.Experiment" class="list-view"> + <div *ngFor="let predictor of predictorsForExp[file._id];" class="list-item"> + + <div class="mx-3"> + <div class="f-row"> + <mat-icon>subdirectory_arrow_right</mat-icon> + <div class="mx-1">{{predictor.name}}</div> + </div> + </div> + <div class="mx-2 hover-hide"> + {{predictor.lastUpdated | date}} + </div> + <div class="mx-2 hover-show"> + <button class="btn-clear file-button" (click)="deleteFile(predictor, $event)"> + <mat-icon>delete</mat-icon> + </button> + </div> + </div> </div> </div> diff --git a/frontend/src/app/_elements/folder/folder.component.ts b/frontend/src/app/_elements/folder/folder.component.ts index e60f041e..665659a8 100644 --- a/frontend/src/app/_elements/folder/folder.component.ts +++ b/frontend/src/app/_elements/folder/folder.component.ts @@ -11,6 +11,8 @@ import { ExperimentsService } from 'src/app/_services/experiments.service'; import { PredictorsService } from 'src/app/_services/predictors.service'; import { SignalRService } from 'src/app/_services/signal-r.service'; import { FormModelComponent } from '../form-model/form-model.component'; +import { Router } from '@angular/router'; +import Predictor from 'src/app/_data/Predictor'; @Component({ selector: 'app-folder', @@ -30,7 +32,7 @@ export class FolderComponent implements AfterViewInit { @Input() type: FolderType = FolderType.Dataset; @Input() forExperiment!: Experiment; @Input() startingTab!: TabType; - + @Input() archive: boolean = false; newFileSelected: boolean = true; selectedFileIndex: number = -1; @@ -44,7 +46,7 @@ export class FolderComponent implements AfterViewInit { searchTerm: string = ''; - constructor(private datasetsService: DatasetsService, private experimentsService: ExperimentsService, private modelsService: ModelsService, private predictorsService: PredictorsService, private signalRService: SignalRService) { + constructor(private datasetsService: DatasetsService, private experimentsService: ExperimentsService, private modelsService: ModelsService, private predictorsService: PredictorsService, private signalRService: SignalRService, private router: Router) { this.tabsToShow.forEach(tab => this.folders[tab] = []); } @@ -91,20 +93,23 @@ export class FolderComponent implements AfterViewInit { this.newFileSelected = true; this.listView = false; this.displayFile(); - if(this.type == FolderType.Dataset) + if (this.type == FolderType.Dataset) this.formDataset.clear(); } selectFile(file?: FolderFile) { this.selectedFile = file; this.fileToDisplay = file; + if (this.type == FolderType.Experiment && file) { + this.router.navigate(['/experiment'/*, file._id*/]) + } this.newFileSelected = false; this.listView = false; this.selectedFileChanged.emit(this.selectedFile); this.selectTab(TabType.File); this.displayFile(); - if(this.type == FolderType.Dataset) + if (this.type == FolderType.Dataset) this.formDataset.loadExisting(); } @@ -122,7 +127,7 @@ export class FolderComponent implements AfterViewInit { _initialized: boolean = false; - refreshFiles(selectedDatasetId: string | null) { + refreshFiles(selectedDatasetId: string | null = null, selectedModelId: string | null = null) { this.files = [] this.filteredFiles.length = 0; this.folders[TabType.NewFile] = []; @@ -131,42 +136,85 @@ export class FolderComponent implements AfterViewInit { this.folders[tab] = []; }); - this.datasetsService.getMyDatasets().subscribe((datasets) => { - this.folders[TabType.MyDatasets] = datasets; - if (selectedDatasetId) { - this.selectFile(datasets.filter(x => x._id == selectedDatasetId)[0]); + if (this.archive) { + this.refreshDatasets(selectedDatasetId); + this.refreshModels(selectedModelId); + this.refreshExperiments(); + } else { + switch (this.type) { + case FolderType.Dataset: + this.refreshDatasets(selectedDatasetId); + break; + + case FolderType.Model: + this.refreshModels(selectedModelId); + break; + + case FolderType.Experiment: + this.refreshExperiments(); + break; + + default: + console.error("Bad folder type."); + break; } - }); - - this.experimentsService.getMyExperiments().subscribe((experiments) => { - this.folders[TabType.MyExperiments] = experiments; - }); + } - this.datasetsService.getPublicDatasets().subscribe((datasets) => { - this.folders[TabType.PublicDatasets] = datasets; - }); + if (!this._initialized) { + this.files = this.folders[this.startingTab]; + this.filteredFiles = []; + this.selectTab(this.startingTab); + this._initialized = true; + } + } + refreshModels(selectedModelId: string | null) { this.modelsService.getMyModels().subscribe((models) => { this.folders[TabType.MyModels] = models; + if (selectedModelId) { + this.selectFile(models.filter(x => x._id == selectedModelId)[0]); + } + this.searchTermsChanged(); }); - /*this.modelsService.getMyModels().subscribe((models) => { this.folders[TabType.PublicModels] = models; + this.searchTermsChanged(); });*/ this.folders[TabType.PublicModels] = []; + } + + refreshDatasets(selectedDatasetId: string | null) { + this.datasetsService.getMyDatasets().subscribe((datasets) => { + this.folders[TabType.MyDatasets] = datasets; + if (selectedDatasetId) { + this.selectFile(datasets.filter(x => x._id == selectedDatasetId)[0]); + } + this.searchTermsChanged(); + }); + this.datasetsService.getPublicDatasets().subscribe((datasets) => { + this.folders[TabType.PublicDatasets] = datasets; + this.searchTermsChanged(); + }); + } + refreshExperiments() { this.experimentsService.getMyExperiments().subscribe((experiments) => { this.folders[TabType.MyExperiments] = experiments; + this.predictorsService.getMyPredictors().subscribe((predictors) => { + this.predictorsForExp = {}; + experiments.forEach(exp => { + this.predictorsForExp[exp._id] = predictors.filter(pred => pred.experimentId == exp._id); + /* TODO IZMENI OVO DA SE SETUJE NA BACKU AUTOMATSKI */ + this.predictorsForExp[exp._id].forEach(pred => { + const model = this.folders[TabType.MyModels].find(model => model._id == pred.modelId); + pred.name = model?.name!; + pred.lastUpdated = model?.lastUpdated!; + }) + /* ------------------------------------------------ */ + this.searchTermsChanged(); + }) + }); }); - - if (!this._initialized) { - this.files = this.folders[this.startingTab]; - this.filteredFiles = []; - this.selectTab(this.startingTab); - this._initialized = true; - } - - this.searchTermsChanged(); } saveNewFile() { @@ -175,7 +223,7 @@ export class FolderComponent implements AfterViewInit { this.formDataset!.uploadDataset((dataset: Dataset) => { this.newFile = undefined; Shared.openDialog("Obaveštenje", "Uspešno ste dodali novi izvor podataka u kolekciju. Molimo sačekajte par trenutaka da se procesira."); - this.refreshFiles(null); + this.refreshFiles(); }, () => { Shared.openDialog("Neuspeo pokušaj!", "Izvor podataka sa unetim nazivom već postoji u Vašoj kolekciji. Izmenite naziv ili iskoristite postojeći dataset."); @@ -185,7 +233,7 @@ export class FolderComponent implements AfterViewInit { this.modelsService.addModel(this.formModel.newModel).subscribe(model => { this.newFile = undefined; Shared.openDialog("Obaveštenje", "Uspešno ste dodali novu konfiguraciju neuronske mreže u kolekciju."); - this.refreshFiles(null); // todo select model + this.refreshFiles(null, model._id); // todo select model }, (err) => { Shared.openDialog("Neuspeo pokušaj!", "Konfiguracija neuronske mreže sa unetim nazivom već postoji u Vašoj kolekciji. Izmenite naziv ili iskoristite postojeću konfiguraciju."); }); @@ -193,19 +241,7 @@ export class FolderComponent implements AfterViewInit { } } - - /*calcZIndex(i: number) { - let zIndex = (this.files.length - i - 1) - if (this.selectedFileIndex == i) - zIndex = this.files.length + 2; - if (this.hoveringOverFileIndex == i) - zIndex = this.files.length + 3; - return zIndex; - } - - newFileZIndex() { - return (this.files.length + 1); - }*/ + predictorsForExp: { [expId: string]: Predictor[] } = {} clearSearchTerm() { this.searchTerm = ''; @@ -232,10 +268,6 @@ export class FolderComponent implements AfterViewInit { listView: boolean = true; - toggleListView() { - this.listView = !this.listView; - } - deleteFile(file: FolderFile, event: Event) { event.stopPropagation(); //console.log('delete'); @@ -349,16 +381,16 @@ export class FolderComponent implements AfterViewInit { } hoverOverTab(tab: TabType) { - this.listView = this.getListView(tab); - this.privacy = this.getPrivacy(tab); + // this.listView = this.getListView(tab); + // this.privacy = this.getPrivacy(tab); this.hoverTab = tab; - if (tab == TabType.None) { - this.listView = this.getListView(this.selectedTab); - this.files = this.folders[this.selectedTab]; - } else { - this.files = this.folders[tab]; - } - this.searchTermsChanged(); + // if (tab == TabType.None) { + // this.listView = this.getListView(this.selectedTab); + // this.files = this.folders[this.selectedTab]; + // } else { + // this.files = this.folders[tab]; + // } + // this.searchTermsChanged(); } updateExperiment() { diff --git a/frontend/src/app/_pages/archive/archive.component.html b/frontend/src/app/_pages/archive/archive.component.html index fc3c4763..f9cce56b 100644 --- a/frontend/src/app/_pages/archive/archive.component.html +++ b/frontend/src/app/_pages/archive/archive.component.html @@ -1,5 +1,5 @@ <div class="d-flex flex-column align-items-center my-5"> - <app-folder></app-folder> + <app-folder [archive]="true" [startingTab]="TabType.MyExperiments"></app-folder> <!--<div class="my-5" style="height: fit-content;"> <app-playlist [datasets]="publicDatasets"></app-playlist> diff --git a/frontend/src/app/_pages/archive/archive.component.ts b/frontend/src/app/_pages/archive/archive.component.ts index 47f96218..bb4bd9e9 100644 --- a/frontend/src/app/_pages/archive/archive.component.ts +++ b/frontend/src/app/_pages/archive/archive.component.ts @@ -1,5 +1,6 @@ import { Component, OnInit } from '@angular/core'; import Dataset from 'src/app/_data/Dataset'; +import { TabType } from 'src/app/_elements/folder/folder.component'; import { DatasetsService } from 'src/app/_services/datasets.service'; @Component({ @@ -10,6 +11,7 @@ import { DatasetsService } from 'src/app/_services/datasets.service'; export class ArchiveComponent implements OnInit { publicDatasets: Dataset[] = []; + TabType = TabType; constructor(private datasetsService: DatasetsService) { } diff --git a/frontend/src/app/_pages/filter-datasets/filter-datasets.component.ts b/frontend/src/app/_pages/filter-datasets/filter-datasets.component.ts deleted file mode 100644 index 66b3755e..00000000 --- a/frontend/src/app/_pages/filter-datasets/filter-datasets.component.ts +++ /dev/null @@ -1,48 +0,0 @@ -import { Component, OnInit } from '@angular/core'; -import { DatasetsService } from 'src/app/_services/datasets.service'; -import Dataset from 'src/app/_data/Dataset'; -import {Router} from '@angular/router' -import { JwtHelperService } from '@auth0/angular-jwt'; -import { CookieService } from 'ngx-cookie-service'; -import shared from 'src/app/Shared'; - -@Component({ - selector: 'app-filter-datasets', - templateUrl: './filter-datasets.component.html', - styleUrls: ['./filter-datasets.component.css'] -}) -export class FilterDatasetsComponent implements OnInit { - - shared = shared; - publicDatasets?: Dataset[]; - term: string = ""; - constructor(private datasets: DatasetsService,private router:Router, private cookie: CookieService) { - this.datasets.getPublicDatasets().subscribe((datasets) => { - this.publicDatasets = datasets; - }); - } - - ngOnInit(): void { - - } - addDataset(dataset: Dataset):void{ - //this.router.navigateByUrl('/predict?id='+id); - const helper = new JwtHelperService(); - const decodedToken = helper.decodeToken(this.cookie.get("token")); - const newDataset={...dataset}; - newDataset._id = ""; - newDataset.isPublic = false; - newDataset.lastUpdated = new Date(); - newDataset.uploaderId = decodedToken.uploaderId; - let name=prompt("Unesite naziv dataset-a",newDataset.name); - newDataset.name=name as string; - if(name!=null && name!="") - this.datasets.addDataset(newDataset).subscribe((response:string)=>{ - shared.openDialog("Obaveštenje", "Uspešno ste dodali dataset sa nazivom " + newDataset.name); - },(error)=>{ - shared.openDialog("Obaveštenje", "U svojoj kolekciji već imate dataset sa ovim imenom. Molimo Vas da unesete drugo ime."); - }); - - }; - -} diff --git a/frontend/src/app/_pages/settings/settings.component.css b/frontend/src/app/_pages/settings/settings.component.css deleted file mode 100644 index e69de29b..00000000 --- a/frontend/src/app/_pages/settings/settings.component.css +++ /dev/null diff --git a/frontend/src/app/_pages/settings/settings.component.html b/frontend/src/app/_pages/settings/settings.component.html deleted file mode 100644 index 4ab2a415..00000000 --- a/frontend/src/app/_pages/settings/settings.component.html +++ /dev/null @@ -1 +0,0 @@ -<p>settings works!</p> diff --git a/frontend/src/app/_pages/settings/settings.component.spec.ts b/frontend/src/app/_pages/settings/settings.component.spec.ts deleted file mode 100644 index a3a508b0..00000000 --- a/frontend/src/app/_pages/settings/settings.component.spec.ts +++ /dev/null @@ -1,25 +0,0 @@ -import { ComponentFixture, TestBed } from '@angular/core/testing'; - -import { SettingsComponent } from './settings.component'; - -describe('SettingsComponent', () => { - let component: SettingsComponent; - let fixture: ComponentFixture<SettingsComponent>; - - beforeEach(async () => { - await TestBed.configureTestingModule({ - declarations: [ SettingsComponent ] - }) - .compileComponents(); - }); - - beforeEach(() => { - fixture = TestBed.createComponent(SettingsComponent); - component = fixture.componentInstance; - fixture.detectChanges(); - }); - - it('should create', () => { - expect(component).toBeTruthy(); - }); -}); diff --git a/frontend/src/app/_pages/settings/settings.component.ts b/frontend/src/app/_pages/settings/settings.component.ts deleted file mode 100644 index 19862fb0..00000000 --- a/frontend/src/app/_pages/settings/settings.component.ts +++ /dev/null @@ -1,15 +0,0 @@ -import { Component, OnInit } from '@angular/core'; - -@Component({ - selector: 'app-settings', - templateUrl: './settings.component.html', - styleUrls: ['./settings.component.css'] -}) -export class SettingsComponent implements OnInit { - - constructor() { } - - ngOnInit(): void { - } - -} diff --git a/frontend/src/app/app.component.html b/frontend/src/app/app.component.html index d15793e7..fb0b0223 100644 --- a/frontend/src/app/app.component.html +++ b/frontend/src/app/app.component.html @@ -7,7 +7,7 @@ </app-reactive-background> <app-navbar></app-navbar> <a class="bg-controls" style="z-index: 1000;" routerLink="playground"> - <mat-icon color="accent">settings_suggest</mat-icon> + <mat-icon color="primary">settings_suggest</mat-icon> </a> <router-outlet></router-outlet> <app-notifications></app-notifications>
\ No newline at end of file diff --git a/frontend/src/styles/helper.css b/frontend/src/styles/helper.css index 1c172058..971a2ed6 100644 --- a/frontend/src/styles/helper.css +++ b/frontend/src/styles/helper.css @@ -17,7 +17,8 @@ .bg-controls { position: fixed; bottom: 10px; - right: 10px; + left: 50%; + right: 50%; } .center-horizontal { |