diff options
4 files changed, 168 insertions, 163 deletions
diff --git a/frontend/src/app/_data/Experiment.ts b/frontend/src/app/_data/Experiment.ts index 453f6ca0..23fd77d4 100644 --- a/frontend/src/app/_data/Experiment.ts +++ b/frontend/src/app/_data/Experiment.ts @@ -18,8 +18,7 @@ export default class Experiment { public randomTestSet: boolean = true, public randomTestSetDistribution: number = 0.1, //0.1-0.9 (10% - 90%) JESTE OVDE ZAKUCANO 10, AL POSLATO JE KAO 0.1 BACK-U - //TODO - za svaku kolonu se bira enkoding - public encoding: Encoding = Encoding.Label + public encodings: ColumnEncoding[] = []//[{columnName: "", columnEncoding: Encoding.Label}] ) { } } @@ -65,4 +64,12 @@ export enum Encoding { WOE = 'woe', Quantile = 'quantile' */ +} + +export class ColumnEncoding { + constructor ( + public columnName: string, + public encoding: Encoding + ) + {} }
\ No newline at end of file diff --git a/frontend/src/app/_elements/dataset-load/dataset-load.component.ts b/frontend/src/app/_elements/dataset-load/dataset-load.component.ts index 62cca456..73dbf2d2 100644 --- a/frontend/src/app/_elements/dataset-load/dataset-load.component.ts +++ b/frontend/src/app/_elements/dataset-load/dataset-load.component.ts @@ -41,12 +41,14 @@ export class DatasetLoadComponent implements OnInit { viewMyDatasetsForm() { this.showMyDatasets = true; - this.resetSelectedDataset(); + if (this.selectedDataset != undefined) + this.resetSelectedDataset(); //this.resetCbsAndRbs(); //TREBA DA SE DESI } viewNewDatasetForm() { this.showMyDatasets = false; - this.resetSelectedDataset(); + if (this.selectedDataset != undefined) + this.resetSelectedDataset(); //this.resetCbsAndRbs(); //TREBA DA SE DESI } diff --git a/frontend/src/app/experiment/experiment.component.html b/frontend/src/app/experiment/experiment.component.html index e46f5bd9..5b3b2c43 100644 --- a/frontend/src/app/experiment/experiment.component.html +++ b/frontend/src/app/experiment/experiment.component.html @@ -13,150 +13,131 @@ </div> <div id="carouselExampleControls" class="carousel slide px-5 mt-5" data-bs-wrap="false" data-bs-ride="carousel" data-bs-interval="false"> - <div class="carousel-inner"> - <div class="carousel-item active mt-2"> - <h2 class="mb-5">1. Izvor podataka</h2> - <app-dataset-load (selectedDatasetChangeEvent)="updateDataset($event)"></app-dataset-load> - </div> + <div class="carousel-inner"> + <div class="carousel-item active mt-2"> + <h2 class="mb-5">1. Izvor podataka</h2> + <app-dataset-load (selectedDatasetChangeEvent)="updateDataset($event)"></app-dataset-load> + </div> - <div class="carousel-item mt-2"> - <h2 class="mb-4">2. Preprocesiranje</h2> + <div class="carousel-item mt-2"> + <h2 class="mb-4">2. Preprocesiranje</h2> - <div class="px-5"> - <h3>Biranje ulaznih i izlaznih kolona:</h3> - <div *ngIf="selectedDataset"> - <div class="row"> - <div class="col d-flex justify-content-center"> - <h3>Izaberite ulazne kolone:</h3> - <div id="divInputs" class="form-check mt-2"> - <br> - <div *ngFor="let item of selectedDataset.columnInfo; let i = index"> - <input class="form-check-input" type="checkbox" value="{{item.columnName}}" - id="cb_{{item.columnName}}" name="cbsNew" - [checked]="experiment.outputColumn != item.columnName" - [disabled]="experiment.outputColumn == item.columnName" - (click)="checkedColumnsChanged(item, 0)"> - <label class="form-check-label" for="cb_{{item.columnName}}"> + <div class="px-5"> + <h3>Biranje ulaznih i izlaznih kolona:</h3> + <div *ngIf="selectedDataset"> + <div class="row"> + <div class="col d-flex justify-content-center"> + <h3>Izaberite ulazne kolone:</h3> + <div id="divInputs" class="form-check mt-2"> + <br> + <div *ngFor="let item of selectedDataset.columnInfo; let i = index"> + <input class="form-check-input" type="checkbox" value="{{item.columnName}}" id="cb_{{item.columnName}}" name="cbsNew" [checked]="experiment.outputColumn != item.columnName" [disabled]="experiment.outputColumn == item.columnName" (change)="resetColumnEncodings()" + (click)="checkedColumnsChanged(item, 0)"> + <label class="form-check-label" for="cb_{{item.columnName}}"> {{item.columnName}} </label> + </div> </div> </div> - </div> - <div class="col d-flex justify-content-left"> - <h3>Izaberite izlaznu kolonu:</h3> - <div id="divOutputs" class="form-check mt-2"> - <br> - <div *ngFor="let item of selectedDataset.columnInfo; let i = index"> - <input class="form-check-input" type="radio" value="{{item.columnName}}" - id="rb_{{item.columnName}}" name="rbsNew" - [(ngModel)]="this.experiment.outputColumn" - (change)="experiment.outputColumn = item.columnName" - (click)="checkedColumnsChanged(item, 1);"> - <label class="form-check-label" for="rb_{{item.columnName}}"> + <div class="col d-flex justify-content-left"> + <h3>Izaberite izlaznu kolonu:</h3> + <div id="divOutputs" class="form-check mt-2"> + <br> + <div *ngFor="let item of selectedDataset.columnInfo; let i = index"> + <input class="form-check-input" type="radio" value="{{item.columnName}}" id="rb_{{item.columnName}}" name="rbsNew" [(ngModel)]="this.experiment.outputColumn" (change)="experiment.outputColumn = item.columnName; resetColumnEncodings();" (click)="checkedColumnsChanged(item, 1);"> + <label class="form-check-label" for="rb_{{item.columnName}}"> {{item.columnName}} </label> + </div> </div> </div> </div> </div> - </div> - - <h3 class="mt-5">Popunjavanje nedostajućih vrednosti:</h3> - <div class="form-check" *ngIf="selectedDataset"> - <input type="radio" [(ngModel)]="experiment.nullValues" [value]="NullValueOptions.DeleteRows" - class="form-check-input" value="deleteRows" name="fillMissing" id="delRows" checked - data-bs-toggle="collapse" data-bs-target="#fillMissingCustom.show"> - <label for="delRows" class="form-check-label">Obriši sve + + <h3 class="mt-5">Popunjavanje nedostajućih vrednosti:</h3> + <div class="form-check" *ngIf="selectedDataset"> + <input type="radio" [(ngModel)]="experiment.nullValues" [value]="NullValueOptions.DeleteRows" class="form-check-input" value="deleteRows" name="fillMissing" id="delRows" checked data-bs-toggle="collapse" data-bs-target="#fillMissingCustom.show"> + <label for="delRows" class="form-check-label">Obriši sve redove sa nedostajućim vrednostima ({{selectedDataset.nullRows}} od {{selectedDataset.rowCount}})</label><br> - <input type="radio" [(ngModel)]="experiment.nullValues" [value]="NullValueOptions.DeleteColumns" - class="form-check-input" value="deleteCols" name="fillMissing" id="delCols" data-bs-toggle="collapse" - data-bs-target="#fillMissingCustom.show"> - <label for="delCols" class="form-check-label">Obriši sve + <input type="radio" [(ngModel)]="experiment.nullValues" [value]="NullValueOptions.DeleteColumns" class="form-check-input" value="deleteCols" name="fillMissing" id="delCols" data-bs-toggle="collapse" data-bs-target="#fillMissingCustom.show"> + <label for="delCols" class="form-check-label">Obriši sve kolone sa nedostajućim vrednostima ({{countSelectedNullCols()}} od {{selectedDataset.columnInfo.length}})</label><br> - <input type="radio" [(ngModel)]="experiment.nullValues" [value]="NullValueOptions.Replace" - class="form-check-input" name="fillMissing" id="replace" data-bs-toggle="collapse" - data-bs-target="#fillMissingCustom:not(.show)"> - <label for="replace" class="form-check-label">Izabraću + <input type="radio" [(ngModel)]="experiment.nullValues" [value]="NullValueOptions.Replace" class="form-check-input" name="fillMissing" id="replace" data-bs-toggle="collapse" data-bs-target="#fillMissingCustom:not(.show)"> + <label for="replace" class="form-check-label">Izabraću vrednosti koje će da zamene nedostajuće vrednosti za svaku kolonu...</label><br><br> - <div class="collapse" id="fillMissingCustom"> - <div> - <label for="columnReplacers" class="form-label">Unesite zamenu za svaku kolonu:</label> - <div class="my-3" *ngIf="getSelectedColumnsArrayWithoutNullVals().length > 0" > - <label class="text-center form-control mx-3 text-secondary"> + <div class="collapse" id="fillMissingCustom"> + <div> + <label for="columnReplacers" class="form-label">Unesite zamenu za svaku kolonu:</label> + <div class="my-3" *ngIf="getSelectedColumnsArrayWithoutNullVals().length > 0"> + <label class="text-center form-control mx-3 text-secondary"> Kolone <span style="font-style: italic;" *ngFor="let colname of getSelectedColumnsArrayWithoutNullVals(); let i = index"> <span *ngIf="i != getSelectedColumnsArrayWithoutNullVals().length - 1">{{colname}}, </span> <span *ngIf="i == getSelectedColumnsArrayWithoutNullVals().length - 1">{{colname}} </span> </span> nemaju nedostajućih vrednosti za popunjavanje. </label> - </div> - <div id="columnReplacers"> - <div *ngFor="let column of selectedColumnsInfoArray; let i = index" class="my-3"> - <div *ngIf="column.numNulls > 0"> - <span class="w-20 mx-3"> + </div> + <div id="columnReplacers"> + <div *ngFor="let column of selectedColumnsInfoArray; let i = index" class="my-3"> + <div *ngIf="column.numNulls > 0"> + <span class="w-20 mx-3"> {{column.columnName}} <span class="small" style="color:gray;">({{column.numNulls}} null) </span> - </span> - - <label *ngIf="column.numNulls <= 0" - class="text-center form-control mx-3 text-secondary"> + </span> + + <label *ngIf="column.numNulls <= 0" class="text-center form-control mx-3 text-secondary"> Ova kolona nema nedostajućih vrednosti. </label> - - <div *ngIf="column.numNulls > 0" class="d-flex flex-row justify-content-end"> - <div class="flex-grow-3 mx-3 me-auto"> - <div class="input-group"> - <div class="input-group-prepend"> - <label [for]="'fillCol_'+column.columnName" class="form-control"> + + <div *ngIf="column.numNulls > 0" class="d-flex flex-row justify-content-end"> + <div class="flex-grow-3 mx-3 me-auto"> + <div class="input-group"> + <div class="input-group-prepend"> + <label [for]="'fillCol_'+column.columnName" class="form-control"> Zameni <input type="radio" [id]="'fillCol_'+column.columnName" [name]="'delOp_'+column.columnName"> </label> - </div> - <input type="text" class="form-control" [id]="'fillText_'+column.columnName" - (keyup)="checkFillColRadio(column.columnName)" - placeholder="Unesi vrednost..."> - - <div class="input-group-append"> - <select [id]="'replaceOptions'+i" class="form-control btn-primary" - *ngIf="column.isNumber" (change)="replace($event, column); checkFillColRadio(column.columnName);"> + </div> + <input type="text" class="form-control" [id]="'fillText_'+column.columnName" (keyup)="checkFillColRadio(column.columnName)" placeholder="Unesi vrednost..."> + + <div class="input-group-append"> + <select [id]="'replaceOptions'+i" class="form-control btn-primary" *ngIf="column.isNumber" (change)="replace($event, column); checkFillColRadio(column.columnName);"> <option *ngFor="let option of Object.keys(ReplaceWith); let optionName of Object.values(ReplaceWith)" [value]="option"> {{ optionName }} </option> </select> - <select [id]="'replaceOptions'+i" - class="form-control btn-outline-primary" - *ngIf="!column.isNumber && column.numNulls > 0" - (change)="replace($event, column); checkFillColRadio(column.columnName);"> + <select [id]="'replaceOptions'+i" class="form-control btn-outline-primary" *ngIf="!column.isNumber && column.numNulls > 0" (change)="replace($event, column); checkFillColRadio(column.columnName);"> <option *ngFor="let option of column.uniqueValues" [value]="option"> {{ option }} </option> </select> + </div> </div> </div> - </div> - - <div class="flex-shrink-1 mx-3"> - <div class="input-group"> - <label class="form-control" [for]="'delCol_'+column.columnName">Izbriši + + <div class="flex-shrink-1 mx-3"> + <div class="input-group"> + <label class="form-control" [for]="'delCol_'+column.columnName">Izbriši kolonu <input type="radio" [id]="'delCol_'+column.columnName" [name]="'delOp_'+column.columnName" (change)="emptyFillTextInput(column.columnName)"></label> + </div> </div> - </div> - - <div class="flex-shrink-1 mx-3"> - <div class="input-group"> - <label class="form-control" [for]="'delRows_'+column.columnName">Izbriši + + <div class="flex-shrink-1 mx-3"> + <div class="input-group"> + <label class="form-control" [for]="'delRows_'+column.columnName">Izbriši redove <input type="radio" [id]="'delRows_'+column.columnName" [name]="'delOp_'+column.columnName" checked (change)="emptyFillTextInput(column.columnName)"></label> + </div> </div> </div> </div> @@ -165,96 +146,98 @@ </div> </div> </div> - </div> - - <div id="randomOptions" class="mt-5"> - <div class="p-2 m-2"> - <label for="type" class="form-check-label">Želite li da redosled podataka bude nasumičan?</label> - <input class="mx-3 form-check-input" type="checkbox" [(ngModel)]="experiment.randomOrder" - type="checkbox" value="" checked> - </div> - <div class="border m-3"> - <div class="row p-2 m-2"> - <div class="col-4"> - <label for="splitYesNo" class="form-check-label"> + + <div id="randomOptions" class="mt-5"> + <div class="p-2 m-2"> + <label for="type" class="form-check-label">Želite li da redosled podataka bude nasumičan?</label> + <input class="mx-3 form-check-input" type="checkbox" [(ngModel)]="experiment.randomOrder" type="checkbox" value="" checked> + </div> + <div class="border m-3"> + <div class="row p-2 m-2"> + <div class="col-4"> + <label for="splitYesNo" class="form-check-label"> <h3>Podela test skupa: <input id="splitYesNo" class="form-check-input" type="checkbox" [checked]="experiment.randomTestSet" (change)="experiment.randomTestSet = !experiment.randomTestSet"> </h3> </label> + </div> + <div class="col-8"> + trening + <mat-slider style="width: 85%;" min="10" max="90" step="10" value="10" name="randomTestSetDistribution" thumbLabel [disabled]="!experiment.randomTestSet" [(ngModel)]="tempTestSetDistribution"> + </mat-slider> + test + </div> </div> - <div class="col-8"> - trening - <mat-slider style="width: 85%;" min="10" max="90" step="10" value="10" - name="randomTestSetDistribution" thumbLabel [disabled]="!experiment.randomTestSet" - [(ngModel)]="tempTestSetDistribution"> - </mat-slider> - test - </div> - </div> - - <div class="row p-2 m-2"> - <label for="percentage" class="form-label">Procenat podataka koji se uzima za trening + + <div class="row p-2 m-2"> + <label for="percentage" class="form-label">Procenat podataka koji se uzima za trening skup:</label> - <input id="percentage" type="number" class="form-control mx-3" style=" max-width: 15%" min="10" max="90" step="10" value="90" - [(ngModel)]="tempTestSetDistribution" [disabled]="!experiment.randomTestSet"> + <input id="percentage" type="number" class="form-control mx-3" style=" max-width: 15%" min="10" max="90" step="10" value="90" [(ngModel)]="tempTestSetDistribution" [disabled]="!experiment.randomTestSet"> + </div> </div> </div> - </div> - - <div id="encodingForColumns" class="row px-3 my-5"> - <div class="col-1"> - <label for="encoding" class="col-form-label">Enkoding: </label> - </div> - <div class="col-2"> - <select id=encodingOptions class="form-control" name="encoding" [(ngModel)]="experiment.encoding"> - <option *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)" - [value]="option"> - {{ optionName }} - </option> - </select> + + <div id="encodingsForColumns" class="px-3 my-5"> + <label for="encoding" class="col-form-label mb-2">Enkoding za izabrane kolone:</label> + + <div class="row d-flex flex-row justify-content-between align-items-center"> + <div class="col-5" *ngFor="let item of [].constructor(selectedColumnsInfoArray.length); let i = index"> + <div class="input-group mb-2"> + <div class="input-group-prepend"> + <span class="input-group-text">{{selectedColumnsInfoArray[i].columnName}}</span> + </div> + <select [id]="'encodingOption_'+i" class="form-control" [(ngModel)]="experiment.encodings[i].encoding"> + <option + *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)" + [value]="option"> + {{ optionName }} + </option> + </select> + </div> + </div> + </div> </div> + </div> - - </div> - </div> + </div> - <div class="carousel-item mt-2"> - <h2 class="mb-4">3. Dodaj eskperiment</h2> + <div class="carousel-item mt-2"> + <h2 class="mb-4">3. Dodaj eskperiment</h2> - <div class="row"> - <div class="col"></div> - <div class="col-8"> - <label for="name" class="col-form-label">Naziv eksperimenta:</label> - <input type="text" class="form-control mb-3" name="name" placeholder="Naziv..." [(ngModel)]="experiment.name"> - - <label for="desc" class="col-sm-2 col-form-label">Opis:</label> - <div> - <textarea class="form-control" name="desc" rows="3" [(ngModel)]="experiment.description"></textarea> - </div> - <div class="form-group row mt-5 mb-3"> - <div class="col"></div> - <button class="btn btn-lg col-4" style="background-color:#003459; color:white;" (click)="saveExperiment();">Sačuvaj + <div class="row"> + <div class="col"></div> + <div class="col-8"> + <label for="name" class="col-form-label">Naziv eksperimenta:</label> + <input type="text" class="form-control mb-3" name="name" placeholder="Naziv..." [(ngModel)]="experiment.name"> + + <label for="desc" class="col-sm-2 col-form-label">Opis:</label> + <div> + <textarea class="form-control" name="desc" rows="3" [(ngModel)]="experiment.description"></textarea> + </div> + <div class="form-group row mt-5 mb-3"> + <div class="col"></div> + <button class="btn btn-lg col-4" style="background-color:#003459; color:white;" (click)="saveExperiment();">Sačuvaj eksperiment</button> - <div class="col"></div> + <div class="col"></div> + </div> </div> + <div class="col"></div> </div> - <div class="col"></div> </div> - </div> - </div> - <div class="m-3 d-flex flex-row justify-content-between align-items-center" style=" margin-left: auto;"> - <button mat-fab color="primary" data-bs-target="#carouselExampleControls" data-bs-slide="prev"> + </div> + <div class="m-3 d-flex flex-row justify-content-between align-items-center" style=" margin-left: auto;"> + <button mat-fab color="primary" data-bs-target="#carouselExampleControls" data-bs-slide="prev"> <mat-icon>arrow_backward</mat-icon> </button> - <button mat-fab color="primary" data-bs-target="#carouselExampleControls" data-bs-slide="next"> + <button mat-fab color="primary" data-bs-target="#carouselExampleControls" data-bs-slide="next"> <mat-icon>arrow_forward</mat-icon> </button> - </div> + </div> </div> </div> </div>
\ No newline at end of file diff --git a/frontend/src/app/experiment/experiment.component.ts b/frontend/src/app/experiment/experiment.component.ts index b5e1d1f4..036db326 100644 --- a/frontend/src/app/experiment/experiment.component.ts +++ b/frontend/src/app/experiment/experiment.component.ts @@ -5,6 +5,7 @@ import Dataset, { ColumnInfo } from '../_data/Dataset'; import { ModelsService } from '../_services/models.service'; import Shared from '../Shared'; import { ExperimentsService } from '../_services/experiments.service'; +import { ColumnEncoding } from '../_data/Experiment'; @Component({ selector: 'app-experiment', @@ -21,6 +22,7 @@ export class ExperimentComponent implements OnInit { NullValueOptions = NullValueOptions; ReplaceWith = ReplaceWith; Encoding = Encoding; + ColumnEncoding = ColumnEncoding; Object = Object; selectedColumnsInfoArray: ColumnInfo[] = []; @@ -38,6 +40,16 @@ export class ExperimentComponent implements OnInit { this.selectedDataset = dataset; this.selectedColumnsInfoArray = this.selectedDataset.columnInfo; this.selectedNotNullColumnsArray = []; + + this.resetColumnEncodings(); + console.log(this.experiment.encodings); + } + + resetColumnEncodings() { + this.experiment.encodings = []; + for (let i = 0; i < this.selectedColumnsInfoArray.length; i++) { + this.experiment.encodings.push(new ColumnEncoding(this.selectedColumnsInfoArray[i].columnName, Encoding.Label)); + } } getInputById(id: string): HTMLInputElement { @@ -179,13 +191,14 @@ export class ExperimentComponent implements OnInit { this.experiment.randomTestSetDistribution = 1 - Math.round(this.tempTestSetDistribution / 100 * 10) / 10; - //console.log("Eksperiment:", this.experiment); + console.log("Eksperiment:", this.experiment); this.experimentsService.addExperiment(this.experiment).subscribe((response) => { this.experiment = response; - this.selectedColumnsInfoArray = []; + this.selectedColumnsInfoArray = []; this.selectedNotNullColumnsArray = []; + this.experiment.encodings = []; Shared.openDialog("Obaveštenje", "Eksperiment je uspešno kreiran."); }, (error) => { |