diff options
Diffstat (limited to 'frontend/src/app/_elements')
16 files changed, 430 insertions, 224 deletions
diff --git a/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts b/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts index bf5e3fd6..b3d25280 100644 --- a/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts +++ b/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts @@ -16,48 +16,59 @@ Chart.register(BoxPlotController, BoxAndWiskers, LinearScale, CategoryScale); }) export class BoxPlotComponent implements AfterViewInit { - @Input() width?: number; - @Input() height?: number; - @Input() mean?: number; - @Input() median?: number; - @Input() min?: number; - @Input() max?: number; - @Input() q1?: number; - @Input() q3?: number; + @Input() width!: number; + @Input() height!: number; + @Input() mean!: number; + @Input() median!: number; + @Input() min!: number; + @Input() max!: number; + @Input() q1!: number; + @Input() q3!: number; - updateChart(min: number, max: number, q1: number, q3: number, median: number) { - if (this.myChart) { - this.boxplotData.datasets[0].data = [[min, q1, median, q3, max]] - this.myChart.update(); - } - }; + + + /* + updatePieChart(uniqueValues: string[], uniqueValuesPercent: number[]){ + //console.log(this.uniqueValues, this.uniqueValuesPercent); + this.pieChartData.datasets = [{ + label: "%", + backgroundColor: ["#3e95cd", "#8e5ea2","#3cba9f","#e8c3b9","#c45850", "#000000"], + data: uniqueValuesPercent, + }]; + this.pieChartData.labels = uniqueValues + console.log(this.uniqueValues, this.uniqueValuesPercent); + this.myChart?.update() + }; + */ @ViewChild('boxplot') chartRef!: ElementRef; constructor() { //this.updateChart(); } - boxplotData = { - // define label tree - //labels: ['January'/*, 'February', 'March', 'April', 'May', 'June', 'July'*/], - datasets: [{ - label: 'Dataset 1', - backgroundColor: '#0063AB', - borderColor: '#dfd7d7', - borderWidth: 1, - outlierColor: '#999999', - scaleFontColor: '#0063AB', - padding: 10, - itemRadius: 0, - data: [ - randomValues(100, 0, 100), - ] - }] - }; + ngAfterViewInit(): void { - this.myChart = new Chart(this.chartRef.nativeElement, { + const boxplotData = { + // define label tree + //labels: ['January'/*, 'February', 'March', 'April', 'May', 'June', 'July'*/], + labels:[""], + datasets: [{ + label: 'Dataset 1', + backgroundColor: '#0063AB', + borderColor: '#dfd7d7', + borderWidth: 1, + outlierColor: '#999999', + scaleFontColor: '#0063AB', + padding: 10, + itemRadius: 0, + data: [ + {min:this.min,q1:this.q1,q3:this.q3,median:this.median,max:this.max,mean:this.mean} + ] + }] + }; + const myChart = new Chart(this.chartRef.nativeElement, { type: "boxplot", - data: this.boxplotData, + data: boxplotData, options: { plugins: { legend: { @@ -74,8 +85,6 @@ export class BoxPlotComponent implements AfterViewInit { } }, y: { - min: this.min, - max: this.max, ticks: { color: '#dfd7d7' }, @@ -88,5 +97,4 @@ export class BoxPlotComponent implements AfterViewInit { }); } - myChart?: Chart; } diff --git a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts index 89a76a44..7d21129c 100644 --- a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts +++ b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts @@ -41,32 +41,33 @@ export class LineChartComponent implements AfterViewInit { } } update(myEpochs: number[], myAcc: number[], myLoss: number[], myMae: number[], myMse: number[], myValAcc:number[],myValLoss:number[],myValMae:number[],myValMse:number[]) { - this.dataAcc.length = 0; - this.dataAcc.push(...myAcc); - + this.dataEpoch.length = 0; this.dataEpoch.push(...myEpochs); - this.dataMAE.length = 0; - this.dataMAE.push(...myMae); + this.dataAcc.length = 0; + this.dataAcc.push(...myAcc); this.dataLOSS.length = 0; this.dataLOSS.push(...myLoss); - this.dataMSE.length = 0; - this.dataMSE.push(...myValAcc); + this.dataMAE.length = 0; + this.dataMAE.push(...myMae); this.dataMSE.length = 0; - this.dataMSE.push(...myValLoss); + this.dataMSE.push(...myMse); - this.dataMSE.length = 0; - this.dataMSE.push(...myValMae); + this.dataValAcc.length = 0; + this.dataValAcc.push(...myValAcc); - this.dataMSE.length = 0; - this.dataMSE.push(...myValMse); + this.dataValLoss.length = 0; + this.dataValLoss.push(...myValLoss); - this.dataMSE.length = 0; - this.dataMSE.push(...myMse); + this.dataValMAE.length = 0; + this.dataValMAE.push(...myValMae); + + this.dataValMSE.length = 0; + this.dataValMSE.push(...myValMse); this.myChart.update(); } @@ -89,7 +90,7 @@ export class LineChartComponent implements AfterViewInit { }, { label: 'Val_Accuracy', - data: this.dataMSE, + data: this.dataValAcc, borderWidth: 1 }, { @@ -99,7 +100,7 @@ export class LineChartComponent implements AfterViewInit { }, { label: 'Val_Loss', - data: this.dataMSE, + data: this.dataValLoss, borderWidth: 1 }, { @@ -109,7 +110,7 @@ export class LineChartComponent implements AfterViewInit { }, { label: 'Val_MAE', - data: this.dataMSE, + data: this.dataValMAE, borderWidth: 1 }, { @@ -119,7 +120,7 @@ export class LineChartComponent implements AfterViewInit { }, { label: 'Val_MSE', - data: this.dataMSE, + data: this.dataValMSE, borderWidth: 1 } ] diff --git a/frontend/src/app/_elements/_charts/pie-chart/pie-chart.component.ts b/frontend/src/app/_elements/_charts/pie-chart/pie-chart.component.ts index cba5252a..9264e41c 100644 --- a/frontend/src/app/_elements/_charts/pie-chart/pie-chart.component.ts +++ b/frontend/src/app/_elements/_charts/pie-chart/pie-chart.component.ts @@ -58,10 +58,6 @@ export class PieChartComponent implements AfterViewInit { data: data , options: { - /*title: { - display: true, - text: 'Predicted world population (millions) in 2050' - }*/ plugins:{ legend: { display: false 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 694b1a83..9a8cbeee 100644 --- a/frontend/src/app/_elements/column-table/column-table.component.ts +++ b/frontend/src/app/_elements/column-table/column-table.component.ts @@ -78,39 +78,14 @@ export class ColumnTableComponent implements AfterViewInit { } - updateCharts() { - //min: number, max: number, q1: number, q3: number, median: number - let i = 0; - this.boxplotComp.changes.subscribe(() => { - const bps = this.boxplotComp.toArray(); - this.dataset?.columnInfo.forEach((colInfo, index) => { - if (this.experiment.columnTypes[index] == ColumnType.numerical) { - bps[i].updateChart(colInfo!.min, colInfo.max, colInfo.q1, colInfo.q3, colInfo.median); - i++; - } - }); - }); - } + + - updatePieChart() { - //min: number, max: number, q1: number, q3: number, median: number - let i = 0; - const pieChart = this.piechartComp.toArray(); - console.log(pieChart) - this.dataset?.columnInfo.forEach((colInfo, index) => { - console.log(i) - if (this.experiment.columnTypes[index] == ColumnType.categorical) { - console.log("prosao IF") - pieChart[i].updatePieChart(colInfo!.uniqueValues, colInfo.uniqueValuesPercent); - i++; - } - }); - } loadDataset(dataset: Dataset) { console.log("LOADED DATASET"); - if (this.route.snapshot.paramMap.get("id") == null) { + if (this.route.snapshot.paramMap.get("id") == null && this.route.snapshot.paramMap.get("predictorId") == null) { this.dataset = dataset; this.setColumnTypeInitial(); diff --git a/frontend/src/app/_elements/folder/folder.component.css b/frontend/src/app/_elements/folder/folder.component.css index 9e7644b6..97c13299 100644 --- a/frontend/src/app/_elements/folder/folder.component.css +++ b/frontend/src/app/_elements/folder/folder.component.css @@ -105,8 +105,9 @@ .bottom-button { font-size: large; position: relative; + text-align: center; background-color: var(--ns-primary); - width: 10rem; + width: 12rem; height: 2.3rem; border-color: var(--ns-primary); border-style: solid; @@ -170,7 +171,8 @@ .folder-inside { width: 100%; - min-height: 40rem; + min-height: 33rem; + height: 100%; max-height: 100%; } diff --git a/frontend/src/app/_elements/folder/folder.component.html b/frontend/src/app/_elements/folder/folder.component.html index 97ae0d23..da182945 100644 --- a/frontend/src/app/_elements/folder/folder.component.html +++ b/frontend/src/app/_elements/folder/folder.component.html @@ -29,47 +29,48 @@ <button matSuffix class="btn-clear input-icon" (click)="clearSearchTerm()"><mat-icon>clear</mat-icon></button> </mat-form-field> </div> - <div id="search-options"> - <!-- <div id="collapseFilters" class="collapse collapse-horizontal"> + <div id="modelFilter" *ngIf="type == FolderType.Model && forExperiment"> + Filter: {{forExperiment.type}} + </div> + <!--<div id="search-options"> + <div id="collapseFilters" class="collapse collapse-horizontal"> <mat-icon class="text-offwhite ">timeline</mat-icon> Regresioni <mat-icon class="text-offwhite ">looks_two</mat-icon> Binarni klasifikacioni <mat-icon class="text-offwhite ">auto_awesome_motion</mat-icon> Multiklasifikacioni - </div> --> + </div> <button class="btn-clear icon-toggle" data-bs-toggle="collapse" data-bs-target="#collapseFilters" aria-expanded="false" aria-controls="collapseFilters"> <mat-icon>filter_alt</mat-icon> </button> - <!-- <div id="collapseSort" class="collapse collapse-horizontal"> + <div id="collapseSort" class="collapse collapse-horizontal"> [sort options here TODO] - </div> --> + </div> <button class="btn-clear icon-toggle" data-bs-toggle="collapse" data-bs-target="#collapseSort" aria-expanded="false" aria-controls="collapseSort"> <mat-icon>sort</mat-icon> </button> - <!-- <button class="btn-clear icon-toggle separator" [ngClass]="{'icon-toggle-on': listView}" (click)="toggleListView()"> + <button class="btn-clear icon-toggle separator" [ngClass]="{'icon-toggle-on': listView}" (click)="toggleListView()"> <mat-icon>view_list</mat-icon> - </button> --> - </div> + </button> + </div>--> </div> <!--{{fileToDisplay ? fileToDisplay.name : 'No file selected.'}} {{selectedFileIndex}} {{hoveringOverFileIndex}}--> <div class="folder-inside bg-blur"> <div class="file-content" [ngClass]="{'form-hidden' : listView}"> <div class="file-bottom-buttons" *ngIf="selectedTab != TabType.NewFile"> - <button *ngIf="this.selectedFile && selectedTab == TabType.File" class="btn-clear file-button" (click)="deleteFile(this.selectedFile, $event)"> + <button *ngIf="this.selectedFile && selectedTab == TabType.File && privacy != Privacy.Public" class="btn-clear file-button" (click)="deleteFile(this.selectedFile, $event)"> <mat-icon matTooltip="Obriši" matTooltipPosition="right">delete</mat-icon> </button> <button *ngIf="this.selectedFile && selectedTab==TabType.File && FolderType.Dataset==this.type" class="btn-clear file-button" (click)="downloadFile(this.selectedFile,$event)" style="display: inline-block;"> <mat-icon matTooltip="Preuzmi" matTooltipPosition="before">download</mat-icon> </button> - - <!-- <button class="btn-clear file-button"> <mat-icon>zoom_out_map</mat-icon> </button> --> </div> - <app-form-model [ngClass]="{'form-hidden': type != FolderType.Model}" [forExperiment]="forExperiment" [hideProblemType]="(forExperiment ? true : false)" [forProblemType]="(forExperiment ? forExperiment.type : ProblemType.Regression)"></app-form-model> - <app-form-dataset [ngClass]="{'form-hidden': type != FolderType.Dataset}" [forExperiment]="forExperiment"></app-form-dataset> + <app-form-model [ngClass]="{'form-hidden': type != FolderType.Model}" [forExperiment]="forExperiment" [hideProblemType]="(forExperiment ? true : false)" [forProblemType]="(forExperiment ? forExperiment.type : ProblemType.Regression)" (editEvent)="onFileChange()"></app-form-model> + <app-form-dataset [ngClass]="{'form-hidden': type != FolderType.Dataset}" [forExperiment]="forExperiment" (editEvent)="onFileChange()"></app-form-dataset> </div> <div [ngClass]="{'form-hidden' : !listView}" class="list-view"> <div *ngFor="let file of filteredFiles; let i = index"> @@ -107,7 +108,7 @@ {{predictor.lastUpdated | date}} </div> <div class="mx-2 hover-show"> - <button class="btn-clear file-button" (click)="deleteFile(predictor, $event)"> + <button class="btn-clear file-button" (click)="deleteFile(predictor, $event, true)"> <mat-icon>delete</mat-icon> </button> </div> @@ -132,14 +133,30 @@ </div> </div> </button> - <button mat-button (click)="ok()" class="bottom-button text-offwhite rounded-bottom" *ngSwitchCase="false"> - <div class="f-row"> - <div>Ok</div> - <div class="icon-double pt-1"> - <mat-icon>check</mat-icon> - <mat-icon>check</mat-icon> + <ng-container *ngSwitchCase="false"> + <button mat-button (click)="ok()" class="bottom-button text-offwhite rounded-bottom" *ngIf="!selectedFileHasChanges"> + <div class="f-row"> + <div>Ok</div> + <div class="p-1 w-100" *ngIf="loadingAction"> + <app-spinner></app-spinner> + </div> + <div class="icon-double pt-1" *ngIf="!loadingAction"> + <mat-icon>check</mat-icon> + <mat-icon>check</mat-icon> + </div> </div> - </div> - </button> + </button> + <button mat-button (click)="updateFile()" class="bottom-button text-offwhite rounded-bottom" *ngIf="selectedFileHasChanges" [disabled]="loadingAction"> + <div class="f-row"> + <div *ngIf="!loadingAction">Sačuvaj izmene</div> + <div class="pt-1" *ngIf="!loadingAction"> + <mat-icon>edit</mat-icon> + </div> + <div class="pt-1 w-100" *ngIf="loadingAction"> + <app-spinner></app-spinner> + </div> + </div> + </button> + </ng-container> </div> </div>
\ No newline at end of file diff --git a/frontend/src/app/_elements/folder/folder.component.ts b/frontend/src/app/_elements/folder/folder.component.ts index 254298fb..beff6012 100644 --- a/frontend/src/app/_elements/folder/folder.component.ts +++ b/frontend/src/app/_elements/folder/folder.component.ts @@ -14,6 +14,7 @@ import { FormModelComponent } from '../form-model/form-model.component'; import { ActivatedRoute, Router } from '@angular/router'; import Predictor from 'src/app/_data/Predictor'; import FileSaver from 'file-saver'; +import isEqual from 'lodash.isequal'; @Component({ selector: 'app-folder', @@ -105,6 +106,7 @@ export class FolderComponent implements AfterViewInit { selectFile(file?: FolderFile) { this.formDataset.resetPagging(); this.selectedFile = file; + Object.assign(this.lastFileData, this.selectedFile); this.fileToDisplay = file; if (this.type == FolderType.Experiment && file) { this.router.navigate(['/experiment/' + file._id]); @@ -118,9 +120,9 @@ export class FolderComponent implements AfterViewInit { if (this.type == FolderType.Dataset) this.formDataset.loadExisting(); } - + goToExperimentPageWithPredictor(file: FolderFile, predictor: Predictor) { - this.router.navigate(['/experiment/' + file._id + "/" + predictor._id]); + this.router.navigate(['/experiment/p/' + predictor._id]); } createNewFile() { @@ -138,7 +140,7 @@ export class FolderComponent implements AfterViewInit { _initialized: boolean = false; refreshFiles(selectedDatasetId: string | null = null, selectedModelId: string | null = null) { - + this.tabsToShow.forEach(tab => { this.folders[tab] = []; }); @@ -221,7 +223,7 @@ export class FolderComponent implements AfterViewInit { 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!; + //pred.lastUpdated = model?.lastUpdated!; }) /* ------------------------------------------------ */ this.searchTermsChanged(); @@ -267,7 +269,12 @@ export class FolderComponent implements AfterViewInit { searchTermsChanged() { this.filteredFiles.length = 0; if (!this.files) return; - this.filteredFiles.push(...this.files.filter((file) => file.name.toLowerCase().includes(this.searchTerm.toLowerCase()))); + this.filteredFiles.push(...this.files.filter((file) => { + return (file.name.toLowerCase().includes(this.searchTerm.toLowerCase()) + && (!this.forExperiment + || this.type != FolderType.Model + || (this.type == FolderType.Model && (<Model>file).type == this.forExperiment.type))) + })); /*if (this.selectedFile) { if (!this.filteredFiles.includes(this.selectedFile)) { if (this.hoverTab === TabType.None && this.getFolderType(this.selectedTab) === this.type) { @@ -282,41 +289,102 @@ export class FolderComponent implements AfterViewInit { listView: boolean = true; - deleteFile(file: FolderFile, event: Event) { - event.stopPropagation(); - this.filteredFiles.splice(this.filteredFiles.indexOf(file), 1); - this.files.splice(this.files.indexOf(file), 1); + loadingAction = false; + selectedFileHasChanges = false; + lastFileData = {}; + + onFileChange() { + console.log(this.selectedFile, this.lastFileData) + setTimeout(() => { + this.selectedFileHasChanges = !((this.selectedTab == TabType.NewFile) || isEqual(this.selectedFile, this.lastFileData)); + }); + } + + updateFile() { + const file = this.selectedFile; + this.loadingAction = true; switch (this.type) { case FolderType.Dataset: - this.datasetsService.deleteDataset(<Dataset>file).subscribe((response) => { - Shared.openDialog("Obaveštenje", "Uspešno ste obrisali odabrani izvor podataka."); - //this.filteredFiles.splice(this.files.indexOf(file), 1); - //this.refreshFiles(); + this.datasetsService.editDataset(<Dataset>file).subscribe((response) => { + this.fileUpdatedSuccess(); }); break; case FolderType.Model: - this.modelsService.deleteModel(<Model>file).subscribe((response) => { - Shared.openDialog("Obaveštenje", "Uspešno ste obrisali odabranu konfiguraciju neuronske mreže."); - //this.refreshFiles(); + this.modelsService.editModel(<Model>file).subscribe((response) => { + this.fileUpdatedSuccess(); }); break; + } + } + + fileUpdatedSuccess() { + this.loadingAction = false; + this.selectedFileHasChanges = false; + Object.assign(this.lastFileData, this.selectedFile); + this.refreshFiles(); + } + + deleteFile(file: FolderFile, event: Event, deletePredictor: boolean = false) { + event.stopPropagation(); + + switch (this.type) { + case FolderType.Dataset: + const dataset = <Dataset>file; + Shared.openYesNoDialog("Obriši izvor podataka", "Eksperimenti i trenirani modeli nad ovim izvorom podataka će takođe biti obrisani, da li ste sigurni da želite da obrišete izvor: " + dataset.name + "?", () => { + this.filteredFiles.splice(this.filteredFiles.indexOf(file), 1); + this.files.splice(this.files.indexOf(file), 1); + this.loadingAction = true; + this.datasetsService.deleteDataset(dataset).subscribe((response) => { + this.loadingAction = false; + }); + }) + break; + case FolderType.Model: + const model = <Model>file; + Shared.openYesNoDialog("Obriši konfiguraciju neuronske mreže", "Trenirani modeli za ovu konfiguraciju će takođe biti obrisani, da li ste sigurni da želite da obrišete konfiguraciju: " + model.name + "?", () => { + this.filteredFiles.splice(this.filteredFiles.indexOf(file), 1); + this.files.splice(this.files.indexOf(file), 1); + this.loadingAction = true; + this.modelsService.deleteModel(<Model>file).subscribe((response) => { + this.loadingAction = false; + }); + }) + + break; case FolderType.Experiment: - // this.experimentsService.deleteExperiment(<Model>file).subscribe((response) => { - // console.log(response); - // }); - //todo delete za predictor + if (deletePredictor) { + const predictor = <Predictor>file; + Shared.openYesNoDialog("Obriši trenirani model", "Da li ste sigurni da želite da obrišete trenirani model: " + predictor.name + "?", () => { + this.filteredFiles.splice(this.filteredFiles.indexOf(file), 1); + this.files.splice(this.files.indexOf(file), 1); + this.loadingAction = true; + this.predictorsService.deletePredictor(predictor).subscribe((response) => { + this.loadingAction = false; + }); + }); + } else { + const experiment = <Experiment>file; + Shared.openYesNoDialog("Obriši eksperiment", "Trenirani modeli za ovaj eksperiment će takođe biti obrisani, da li ste sigurni da želite da obrišete eksperiment: " + experiment.name + "?", () => { + this.filteredFiles.splice(this.filteredFiles.indexOf(file), 1); + this.files.splice(this.files.indexOf(file), 1); + this.loadingAction = true; + this.experimentsService.deleteExperiment(experiment).subscribe((response) => { + this.loadingAction = false; + }); + }); + } break; } } downloadFile(file: FolderFile, event: Event) { event.stopPropagation(); - if (this.type==FolderType.Dataset) { - const fileId=(<Dataset>file).fileId; - const name=(<Dataset>file).name; - const ext=(<Dataset>file).extension; - if(fileId!=undefined) - this.datasetsService.downloadFile(fileId).subscribe((response)=>{ - FileSaver.saveAs(response,name+ext); + if (this.type == FolderType.Dataset) { + const fileId = (<Dataset>file).fileId; + const name = (<Dataset>file).name; + const ext = (<Dataset>file).extension; + if (fileId != undefined) + this.datasetsService.downloadFile(fileId).subscribe((response) => { + FileSaver.saveAs(response, name + ext); }); @@ -333,7 +401,7 @@ export class FolderComponent implements AfterViewInit { this.datasetsService.stealDataset(<Dataset>file).subscribe((response) => { Shared.openDialog("Obaveštenje", "Uspešno ste dodali javni izvor podataka u vašu kolekciju."); this.refreshFiles(null); - }, (error:any) => { + }, (error: any) => { if (error.error == "Dataset with this name already exists") { Shared.openDialog("Obaveštenje", "Izvor podataka sa ovim imenom postoji u vašoj kolekciji."); } @@ -343,7 +411,7 @@ export class FolderComponent implements AfterViewInit { this.modelsService.stealModel(<Model>file).subscribe((response) => { Shared.openDialog("Obaveštenje", "Uspešno ste dodali javnu konfiguraciju neuronske mreže u vašu kolekciju."); this.refreshFiles(null); - }, (error:any) => { + }, (error: any) => { if (error.error == "Model already exisits or validation size is not between 0-1") { Shared.openDialog("Obaveštenje", "Model sa ovim imenom postoji u vašoj kolekciji."); } diff --git a/frontend/src/app/_elements/form-dataset/form-dataset.component.html b/frontend/src/app/_elements/form-dataset/form-dataset.component.html index 7be838f1..024f58e8 100644 --- a/frontend/src/app/_elements/form-dataset/form-dataset.component.html +++ b/frontend/src/app/_elements/form-dataset/form-dataset.component.html @@ -1,49 +1,48 @@ <div class="folderBox" *ngIf="dataset"> - - <div class="topBar"> - <div class="kolona mb-3"> - <div class="fileButton"> - <button type="button" mat-raised-button (click)="fileInput.click()"><span *ngIf="!firstInput">Dodaj izvor podataka</span><span *ngIf="firstInput">{{filename}}</span></button> - </div> - </div> + <div class="topBar"> + <div class="kolona mb-3"> + <div class="fileButton"> + <button type="button" mat-raised-button (click)="fileInput.click()"><span *ngIf="!firstInput">Dodaj izvor podataka</span><span *ngIf="firstInput">{{filename}}</span></button> + </div> + </div> - <div class="kolona"> - <div role="group"> - <mat-form-field class="example-full-width" appearance="fill"> - <mat-label>Naziv</mat-label> - <input type="text" matInput value="{{dataset?.name}}" [(ngModel)]="dataset.name"> + <div class="kolona"> + <div role="group"> + <mat-form-field class="example-full-width" appearance="fill"> + <mat-label>Naziv</mat-label> + <input type="text" matInput value="{{dataset?.name}}" [(ngModel)]="dataset.name" (input)="editEvent.emit()"> - <mat-error *ngIf="nameFormControl.hasError('required')"> - Naziv je <strong>obavezan</strong> - </mat-error> - </mat-form-field> - </div> - </div> - <div class="kolona"> - <mat-form-field appearance="fill"> - <mat-label>Delimiter</mat-label> - <mat-select id="delimiterOptions" [(ngModel)]="dataset.delimiter" (selectionChange)="update()" value=","> - <mat-option *ngFor="let option of delimiterOptions" [value]="option"> - {{ option }} - </mat-option> - </mat-select> - </mat-form-field> - </div> + <mat-error *ngIf="nameFormControl.hasError('required')"> + Naziv je <strong>obavezan</strong> + </mat-error> + </mat-form-field> + </div> + </div> + <div class="kolona"> + <mat-form-field appearance="fill"> + <mat-label>Delimiter</mat-label> + <mat-select id="delimiterOptions" [(ngModel)]="dataset.delimiter" (selectionChange)="update(); editEvent.emit();" value=","> + <mat-option *ngFor="let option of delimiterOptions" [value]="option"> + {{ option }} + </mat-option> + </mat-select> + </mat-form-field> </div> - + </div> + <div class="row" style="margin-right: 0;"> <div class="file-container" [ngClass]="{'dottedClass': !tableData.hasInput}"> <i class="material-icons-outlined icon-display" [ngClass]="{'hidden': tableData.hasInput}">file_upload</i> - - <input class="file" id="file-upload" (change)="changeListener($event)" #fileInput type="file" accept=".csv"> + + <input class="file" id="file-upload" (change)="changeListener($event)" (valueChange)="dataset.isPreProcess = false; editEvent.emit()" #fileInput type="file" accept=".csv"> <div class="mt-5 datatable"> <div [ngClass]="{'hidden': (!existingFlag)}" class="text-center"> - <button mat-button (click)="goBack()"><mat-icon>keyboard_arrow_left</mat-icon></button> + <button mat-button (click)="goBack()"><mat-icon>keyboard_arrow_left</mat-icon></button> <div style="display: inline;">{{(this.begin/10)+1}}...{{getPage()}}</div> <button mat-button (click)="goForward()"><mat-icon>keyboard_arrow_right</mat-icon></button> </div> diff --git a/frontend/src/app/_elements/form-dataset/form-dataset.component.ts b/frontend/src/app/_elements/form-dataset/form-dataset.component.ts index 19c0083c..35d68526 100644 --- a/frontend/src/app/_elements/form-dataset/form-dataset.component.ts +++ b/frontend/src/app/_elements/form-dataset/form-dataset.component.ts @@ -24,11 +24,12 @@ export class FormDatasetComponent { files: File[] = []; rowsNumber: number = 0; colsNumber: number = 0; - begin:number=0; - step:number=10; - existingFlag:boolean=false; + begin: number = 0; + step: number = 10; + existingFlag: boolean = false; @Input() dataset: Dataset; //dodaj ! potencijalno + @Output() editEvent = new EventEmitter(); tableData: TableData = new TableData(); @@ -43,31 +44,30 @@ export class FormDatasetComponent { } //@ViewChild('fileImportInput', { static: false }) fileImportInput: any; cemu je ovo sluzilo? - resetPagging(){ - this.begin=0; + resetPagging() { + this.begin = 0; } - goBack(){ - if(this.begin-10<0) - this.begin=0; - else - { - this.begin-=10; + goBack() { + if (this.begin - 10 < 0) + this.begin = 0; + else { + this.begin -= 10; this.loadExisting(); } } - goForward(){ - this.begin+=10; - if(this.dataset.rowCount<this.begin) - this.begin-=10; + goForward() { + this.begin += 10; + if (this.dataset.rowCount < this.begin) + this.begin -= 10; else this.loadExisting(); } - clear(){ + clear() { this.tableData.hasInput = false; } - getPage(){ - return Math.ceil(this.dataset.rowCount/10) + getPage() { + return Math.ceil(this.dataset.rowCount / 10) } changeListener($event: any): void { @@ -81,7 +81,7 @@ export class FormDatasetComponent { this.filename = this.files[0].name; this.tableData.loaded = false; - this.existingFlag=false; + this.existingFlag = false; this.update(); } @@ -115,30 +115,30 @@ export class FormDatasetComponent { this.dataset.name = this.filename.slice(0, this.filename.length - 4); } - loadExisting(){ - this.existingFlag=true; + loadExisting() { + this.existingFlag = true; this.firstInput = false; this.tableData.hasInput = true; this.tableData.loaded = false; - this.datasetsService.getDatasetHeader(this.dataset.fileId).subscribe((header: string | undefined)=>{ - - this.datasetsService.getDatasetFilePaging(this.dataset.fileId,this.begin,this.step).subscribe((file: string | undefined) => { - if (file) { - this.tableData.loaded = true; - this.tableData.numRows = this.dataset.rowCount; - this.tableData.numCols = this.dataset.columnInfo.length; - this.tableData.data = this.csv.csvToArray(header+'\n'+file, (this.dataset.delimiter == "razmak") ? " " : (this.dataset.delimiter == "novi red") ? "\t" : this.dataset.delimiter); - - } - else{ - this.begin-=10; - this.loadExisting(); - } + this.datasetsService.getDatasetHeader(this.dataset.fileId).subscribe((header: string | undefined) => { + + this.datasetsService.getDatasetFilePaging(this.dataset.fileId, this.begin, this.step).subscribe((file: string | undefined) => { + if (file) { + this.tableData.loaded = true; + this.tableData.numRows = this.dataset.rowCount; + this.tableData.numCols = this.dataset.columnInfo.length; + this.tableData.data = this.csv.csvToArray(header + '\n' + file, (this.dataset.delimiter == "razmak") ? " " : (this.dataset.delimiter == "novi red") ? "\t" : this.dataset.delimiter); + + } + else { + this.begin -= 10; + this.loadExisting(); + } + }); }); - }); - + } /*exportAsXLSX():void { diff --git a/frontend/src/app/_elements/form-model/form-model.component.html b/frontend/src/app/_elements/form-model/form-model.component.html index c7a9d5ca..bed69998 100644 --- a/frontend/src/app/_elements/form-model/form-model.component.html +++ b/frontend/src/app/_elements/form-model/form-model.component.html @@ -5,13 +5,13 @@ <div class="ns-col"> <mat-form-field class="example-full-width" appearance="fill" class="mat-fix"> <mat-label>Naziv</mat-label> - <input type="text" matInput [(ngModel)]="newModel.name"> + <input type="text" matInput [(ngModel)]="newModel.name" (valueChange)="editEvent.emit()"> </mat-form-field> </div> <div class="ns-col"> <mat-form-field appearance="fill" class="mat-fix"> <mat-label>Tip problema</mat-label> - <mat-select [(ngModel)]="forProblemType" [disabled]="this.hideProblemType"> + <mat-select [(ngModel)]="forProblemType" [disabled]="this.hideProblemType" (valueChange)="editEvent.emit()"> <mat-option *ngFor="let option of Object.keys(ProblemType); let optionName of Object.values(ProblemType)" [value]="option"> {{ optionName }} </mat-option> @@ -24,7 +24,7 @@ <div class="ns-col"> <mat-form-field appearance="fill" class="mat-fix"> <mat-label>Optimizacija</mat-label> - <mat-select [(ngModel)]="newModel.optimizer"> + <mat-select [(ngModel)]="newModel.optimizer" (valueChange)="editEvent.emit()"> <mat-option *ngFor="let option of Object.keys(Optimizer); let optionName of Object.values(Optimizer)" [value]="option"> {{ optionName }} </mat-option> @@ -35,7 +35,7 @@ <div class="ns-col"> <mat-form-field appearance="fill" class="mat-fix"> <mat-label>Funkcija troška</mat-label> - <mat-select [(ngModel)]="newModel.lossFunction"> + <mat-select [(ngModel)]="newModel.lossFunction" (valueChange)="editEvent.emit()"> <mat-option *ngFor="let option of Object.keys(lossFunctions[forProblemType]); let optionName of Object.values(lossFunctions[forProblemType])" [value]="option"> {{ optionName }} </mat-option> @@ -48,7 +48,7 @@ <div class="ns-col"> <mat-form-field appearance="fill" class="mat-fix"> <mat-label>Funkcija aktivacije izlaznog sloja</mat-label> - <mat-select name="outputLayerActivationFunction" [(ngModel)]="newModel.outputLayerActivationFunction"> + <mat-select name="outputLayerActivationFunction" [(ngModel)]="newModel.outputLayerActivationFunction" (valueChange)="editEvent.emit()"> <mat-option *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)" [value]="option"> {{ optionName }} </mat-option> @@ -58,7 +58,7 @@ <div class="ns-col"> <mat-form-field appearance="fill" class="mat-fix"> <mat-label>Stopa učenja</mat-label> - <mat-select [(ngModel)]="newModel.learningRate"> + <mat-select [(ngModel)]="newModel.learningRate" (valueChange)="editEvent.emit()"> <mat-option *ngFor="let option of Object.keys(LearningRate); let optionName of Object.values(LearningRate)" [value]="option"> {{ optionName }} </mat-option> @@ -71,14 +71,14 @@ <div class="ns-col"> <mat-form-field appearance="fill" class="mat-fix"> <mat-label>Broj epoha</mat-label> - <input type="number" matInput [(ngModel)]="newModel.epochs" min="1" max="1000"> + <input type="number" matInput [(ngModel)]="newModel.epochs" min="1" max="1000" (valueChange)="editEvent.emit()"> </mat-form-field> </div> <div class="ns-col"> <mat-form-field appearance="fill" class="mat-fix"> <mat-label>Broj uzoraka po iteraciji</mat-label> - <mat-select matNativeControl [(value)]="newModel.batchSize"> + <mat-select matNativeControl [(value)]="newModel.batchSize" (valueChange)="editEvent.emit()"> <mat-option *ngFor="let option of Object.keys(BatchSize); let optionName of Object.values(BatchSize)" [value]="option">{{option}}</mat-option> </mat-select> </mat-form-field> @@ -102,7 +102,7 @@ </div> <div class="slider-extended"> <div class="slider-pad"></div> - <mat-slider class="slide" min="10" max="90" step="5" [(ngModel)]="testSetDistribution" (input)="updateTestSet($event)"></mat-slider> + <mat-slider class="slide" min="10" max="90" step="5" [(ngModel)]="testSetDistribution" (input)="updateTestSet($event)" (valueChange)="editEvent.emit()"></mat-slider> <div class="slider-pad"></div> </div> <div> @@ -110,13 +110,13 @@ </div> <div class="slider-extended"> <div class="slider-pad"></div> - <mat-slider class="slide" min="10" max="90" step="5" [(ngModel)]="validationSize" (input)="updateValidation($event)"></mat-slider> + <mat-slider class="slide" min="10" max="90" step="5" [(ngModel)]="validationSize" (input)="updateValidation($event)" (valueChange)="editEvent.emit()"></mat-slider> <div class="slider-pad"></div> </div> </div> <div class="d-flex justify-content-center mt-3"> - <mat-checkbox color="accent">Nasumični redosled podataka</mat-checkbox> + <mat-checkbox color="accent" (valueChange)="editEvent.emit()">Nasumični redosled podataka</mat-checkbox> </div> </div> @@ -220,7 +220,7 @@ <mat-form-field appearance="fill" class="mat-fix"> <mat-label>Regularizacija</mat-label> - <mat-select [(ngModel)]="newModel.layers[i].regularisation"> + <mat-select [(ngModel)]="newModel.layers[i].regularisation" (valueChange)="editEvent.emit()"> <mat-option *ngFor="let option of Object.keys(Regularisation); let optionName of Object.values(Regularisation)" [value]="option"> {{ optionName }} </mat-option> @@ -229,7 +229,7 @@ <mat-form-field appearance="fill" class="mat-fix"> <mat-label>Stopa regularizacije</mat-label> - <mat-select [(ngModel)]="newModel.layers[i].regularisationRate"> + <mat-select [(ngModel)]="newModel.layers[i].regularisationRate" (valueChange)="editEvent.emit()"> <mat-option *ngFor="let option of Object.keys(RegularisationRate); let optionName of Object.values(RegularisationRate)" [value]="option"> {{ optionName }} </mat-option> diff --git a/frontend/src/app/_elements/form-model/form-model.component.ts b/frontend/src/app/_elements/form-model/form-model.component.ts index 9e6082c4..196d575b 100644 --- a/frontend/src/app/_elements/form-model/form-model.component.ts +++ b/frontend/src/app/_elements/form-model/form-model.component.ts @@ -24,6 +24,8 @@ export class FormModelComponent implements AfterViewInit { this.forProblemType = ProblemType.BinaryClassification; } + @Output() editEvent = new EventEmitter(); + ngAfterViewInit(): void { } selectFormControl = new FormControl('', Validators.required); @@ -80,6 +82,7 @@ export class FormModelComponent implements AfterViewInit { this.newModel.layers.splice(this.newModel.layers.length - 1, 1); this.newModel.hiddenLayers -= 1; this.updateGraph(); + this.editEvent.emit(); } } @@ -89,6 +92,7 @@ export class FormModelComponent implements AfterViewInit { this.newModel.hiddenLayers += 1; this.updateGraph(); + this.editEvent.emit(); } } @@ -100,6 +104,7 @@ export class FormModelComponent implements AfterViewInit { if (this.newModel.layers[index].neurons > 1) { this.newModel.layers[index].neurons -= 1; this.updateGraph(); + this.editEvent.emit(); } } @@ -107,6 +112,7 @@ export class FormModelComponent implements AfterViewInit { if (this.newModel.layers[index].neurons < 18) { this.newModel.layers[index].neurons += 1; this.updateGraph(); + this.editEvent.emit(); } } @@ -119,22 +125,26 @@ export class FormModelComponent implements AfterViewInit { for (let i = 0; i < this.newModel.layers.length; i++) { this.newModel.layers[i].activationFunction = this.selectedActivation; } + this.editEvent.emit(); } changeAllRegularisation() { for (let i = 0; i < this.newModel.layers.length; i++) { this.newModel.layers[i].regularisation = this.selectedRegularisation; } + this.editEvent.emit(); } changeAllRegularisationRate() { for (let i = 0; i < this.newModel.layers.length; i++) { this.newModel.layers[i].regularisationRate = this.selectedRegularisationRate; } + this.editEvent.emit(); } changeAllNumberOfNeurons() { for (let i = 0; i < this.newModel.layers.length; i++) { this.newModel.layers[i].neurons = this.selectedNumberOfNeurons; - this.updateGraph(); } + this.updateGraph(); + this.editEvent.emit(); } updateTestSet(event: MatSliderChange) { this.testSetDistribution = event.value!; @@ -149,5 +159,6 @@ export class FormModelComponent implements AfterViewInit { updateValidation(event: MatSliderChange) { this.validationSize = event.value!; + this.editEvent.emit(); } } diff --git a/frontend/src/app/_elements/metric-view/metric-view.component.ts b/frontend/src/app/_elements/metric-view/metric-view.component.ts index fbca2edf..65b1ef9b 100644 --- a/frontend/src/app/_elements/metric-view/metric-view.component.ts +++ b/frontend/src/app/_elements/metric-view/metric-view.component.ts @@ -16,7 +16,7 @@ export class MetricViewComponent implements OnInit { history: any[] = []; - update(history: any[]) { + update(history: any[],totalEpochs:number) { const myAcc: number[] = []; const myMae: number[] = []; const myMse: number[] = []; @@ -29,7 +29,15 @@ export class MetricViewComponent implements OnInit { const myEpochs: number[] = []; this.history = history; this.history.forEach((metrics, epoch) => { - myEpochs.push(epoch + 1); + if(totalEpochs>100) + { + let epochEstimate=epoch*Math.round(Math.sqrt(totalEpochs)) + if(epochEstimate>totalEpochs) + epochEstimate=totalEpochs; + myEpochs.push(epochEstimate); + } + else + myEpochs.push(epoch + 1); for (let key in metrics) { let value = metrics[key]; //console.log(key, ':::', value, epoch); diff --git a/frontend/src/app/_elements/spinner/spinner.component.css b/frontend/src/app/_elements/spinner/spinner.component.css new file mode 100644 index 00000000..78adc872 --- /dev/null +++ b/frontend/src/app/_elements/spinner/spinner.component.css @@ -0,0 +1,78 @@ +.wrap { + width: 100%; + height: 100%; + display: flex; + align-items: center; + justify-content: center; +} + +.loader { + color: #ffffff; + font-size: 20px; + margin: auto; + width: 1em; + height: 1em; + border-radius: 50%; + text-indent: -9999em; + -webkit-animation: load4 1.3s infinite linear; + animation: load4 1.3s infinite linear; + -webkit-transform: scale(0.2); + -ms-transform: scale(0.2); + transform: scale(0.2); +} + +@-webkit-keyframes load4 { + 0%, + 100% { + box-shadow: 0 -3em 0 0.2em, 2em -2em 0 0em, 3em 0 0 -1em, 2em 2em 0 -1em, 0 3em 0 -1em, -2em 2em 0 -1em, -3em 0 0 -1em, -2em -2em 0 0; + } + 12.5% { + box-shadow: 0 -3em 0 0, 2em -2em 0 0.2em, 3em 0 0 0, 2em 2em 0 -1em, 0 3em 0 -1em, -2em 2em 0 -1em, -3em 0 0 -1em, -2em -2em 0 -1em; + } + 25% { + box-shadow: 0 -3em 0 -0.5em, 2em -2em 0 0, 3em 0 0 0.2em, 2em 2em 0 0, 0 3em 0 -1em, -2em 2em 0 -1em, -3em 0 0 -1em, -2em -2em 0 -1em; + } + 37.5% { + box-shadow: 0 -3em 0 -1em, 2em -2em 0 -1em, 3em 0em 0 0, 2em 2em 0 0.2em, 0 3em 0 0em, -2em 2em 0 -1em, -3em 0em 0 -1em, -2em -2em 0 -1em; + } + 50% { + box-shadow: 0 -3em 0 -1em, 2em -2em 0 -1em, 3em 0 0 -1em, 2em 2em 0 0em, 0 3em 0 0.2em, -2em 2em 0 0, -3em 0em 0 -1em, -2em -2em 0 -1em; + } + 62.5% { + box-shadow: 0 -3em 0 -1em, 2em -2em 0 -1em, 3em 0 0 -1em, 2em 2em 0 -1em, 0 3em 0 0, -2em 2em 0 0.2em, -3em 0 0 0, -2em -2em 0 -1em; + } + 75% { + box-shadow: 0em -3em 0 -1em, 2em -2em 0 -1em, 3em 0em 0 -1em, 2em 2em 0 -1em, 0 3em 0 -1em, -2em 2em 0 0, -3em 0em 0 0.2em, -2em -2em 0 0; + } + 87.5% { + box-shadow: 0em -3em 0 0, 2em -2em 0 -1em, 3em 0 0 -1em, 2em 2em 0 -1em, 0 3em 0 -1em, -2em 2em 0 0, -3em 0em 0 0, -2em -2em 0 0.2em; + } +} + +@keyframes load4 { + 0%, + 100% { + box-shadow: 0 -3em 0 0.2em, 2em -2em 0 0em, 3em 0 0 -1em, 2em 2em 0 -1em, 0 3em 0 -1em, -2em 2em 0 -1em, -3em 0 0 -1em, -2em -2em 0 0; + } + 12.5% { + box-shadow: 0 -3em 0 0, 2em -2em 0 0.2em, 3em 0 0 0, 2em 2em 0 -1em, 0 3em 0 -1em, -2em 2em 0 -1em, -3em 0 0 -1em, -2em -2em 0 -1em; + } + 25% { + box-shadow: 0 -3em 0 -0.5em, 2em -2em 0 0, 3em 0 0 0.2em, 2em 2em 0 0, 0 3em 0 -1em, -2em 2em 0 -1em, -3em 0 0 -1em, -2em -2em 0 -1em; + } + 37.5% { + box-shadow: 0 -3em 0 -1em, 2em -2em 0 -1em, 3em 0em 0 0, 2em 2em 0 0.2em, 0 3em 0 0em, -2em 2em 0 -1em, -3em 0em 0 -1em, -2em -2em 0 -1em; + } + 50% { + box-shadow: 0 -3em 0 -1em, 2em -2em 0 -1em, 3em 0 0 -1em, 2em 2em 0 0em, 0 3em 0 0.2em, -2em 2em 0 0, -3em 0em 0 -1em, -2em -2em 0 -1em; + } + 62.5% { + box-shadow: 0 -3em 0 -1em, 2em -2em 0 -1em, 3em 0 0 -1em, 2em 2em 0 -1em, 0 3em 0 0, -2em 2em 0 0.2em, -3em 0 0 0, -2em -2em 0 -1em; + } + 75% { + box-shadow: 0em -3em 0 -1em, 2em -2em 0 -1em, 3em 0em 0 -1em, 2em 2em 0 -1em, 0 3em 0 -1em, -2em 2em 0 0, -3em 0em 0 0.2em, -2em -2em 0 0; + } + 87.5% { + box-shadow: 0em -3em 0 0, 2em -2em 0 -1em, 3em 0 0 -1em, 2em 2em 0 -1em, 0 3em 0 -1em, -2em 2em 0 0, -3em 0em 0 0, -2em -2em 0 0.2em; + } +}
\ No newline at end of file diff --git a/frontend/src/app/_elements/spinner/spinner.component.html b/frontend/src/app/_elements/spinner/spinner.component.html new file mode 100644 index 00000000..c655abf0 --- /dev/null +++ b/frontend/src/app/_elements/spinner/spinner.component.html @@ -0,0 +1,3 @@ +<div class="wrap"> + <div class="loader">Loading...</div> +</div>
\ No newline at end of file diff --git a/frontend/src/app/_elements/spinner/spinner.component.spec.ts b/frontend/src/app/_elements/spinner/spinner.component.spec.ts new file mode 100644 index 00000000..061f78d5 --- /dev/null +++ b/frontend/src/app/_elements/spinner/spinner.component.spec.ts @@ -0,0 +1,25 @@ +import { ComponentFixture, TestBed } from '@angular/core/testing'; + +import { SpinnerComponent } from './spinner.component'; + +describe('SpinnerComponent', () => { + let component: SpinnerComponent; + let fixture: ComponentFixture<SpinnerComponent>; + + beforeEach(async () => { + await TestBed.configureTestingModule({ + declarations: [ SpinnerComponent ] + }) + .compileComponents(); + }); + + beforeEach(() => { + fixture = TestBed.createComponent(SpinnerComponent); + component = fixture.componentInstance; + fixture.detectChanges(); + }); + + it('should create', () => { + expect(component).toBeTruthy(); + }); +}); diff --git a/frontend/src/app/_elements/spinner/spinner.component.ts b/frontend/src/app/_elements/spinner/spinner.component.ts new file mode 100644 index 00000000..f0080edd --- /dev/null +++ b/frontend/src/app/_elements/spinner/spinner.component.ts @@ -0,0 +1,15 @@ +import { Component, OnInit } from '@angular/core'; + +@Component({ + selector: 'app-spinner', + templateUrl: './spinner.component.html', + styleUrls: ['./spinner.component.css'] +}) +export class SpinnerComponent implements OnInit { + + constructor() { } + + ngOnInit(): void { + } + +} |