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authorDanijel Anđelković <adanijel99@gmail.com>2022-04-23 01:28:46 +0200
committerDanijel Anđelković <adanijel99@gmail.com>2022-04-23 01:28:46 +0200
commit1177f4b29b616a59af39f4aef11b116f9660357d (patch)
tree36aaa26c5b78a2a5de9d86c6cde299b25f348091 /frontend/src/app/_elements/model-load
parentc8165d451b295ec610702b36fc05b8cc6047497b (diff)
Reorganizovao stranice i komponente.
Diffstat (limited to 'frontend/src/app/_elements/model-load')
-rw-r--r--frontend/src/app/_elements/model-load/model-load.component.css17
-rw-r--r--frontend/src/app/_elements/model-load/model-load.component.html227
-rw-r--r--frontend/src/app/_elements/model-load/model-load.component.spec.ts25
-rw-r--r--frontend/src/app/_elements/model-load/model-load.component.ts112
4 files changed, 0 insertions, 381 deletions
diff --git a/frontend/src/app/_elements/model-load/model-load.component.css b/frontend/src/app/_elements/model-load/model-load.component.css
deleted file mode 100644
index c716f964..00000000
--- a/frontend/src/app/_elements/model-load/model-load.component.css
+++ /dev/null
@@ -1,17 +0,0 @@
-.btnType1 {
- background-color: #003459;
- color: white;
- padding-top: 2vh;
- padding-bottom: 2vh;
-}
-.btnType2 {
- background-color: white;
- color: #003459;
- border-color: #003459;
- padding-top: 2vh;
- padding-bottom: 2vh;
-}
-.selectedModelClass {
- /*border-color: 2px solid #003459;*/
- background-color: lightblue;
-} \ No newline at end of file
diff --git a/frontend/src/app/_elements/model-load/model-load.component.html b/frontend/src/app/_elements/model-load/model-load.component.html
deleted file mode 100644
index 85caca0d..00000000
--- a/frontend/src/app/_elements/model-load/model-load.component.html
+++ /dev/null
@@ -1,227 +0,0 @@
-<div>
- <div class="d-flex flex-row justify-content-center align-items-center mt-3 mb-5">
- <button type="button" id="btnMyModel" class="btn" (click)="viewMyModelsForm()"
- [ngClass]="{'btnType1': showMyModels, 'btnType2': !showMyModels}">
- Izaberite model iz kolekcije
- </button>
- <h3 class="mt-3 mx-3">ili</h3>
- <button type="button" id="btnNewModel" class="btn" (click)="viewNewModelForm()"
- [ngClass]="{'btnType1': !showMyModels, 'btnType2': showMyModels}">
- Dodajte novi model
- </button>
- </div>
-
- <div *ngIf="showMyModels" class="px-5 my-3">
- <input *ngIf="showMyModels" type="text" class="form-control" placeholder="Pretraga" [(ngModel)]="term">
- </div>
- <div *ngIf="showMyModels" class="px-5">
- <div class="overflow-auto" style="max-height: 500px;">
- <ul class="list-group">
- <li class="list-group-item p-3" *ngFor="let model of myModels|filter:term"
- [ngClass]="{'selectedModelClass': this.selectedModel == model}">
- <app-item-model name="usersModel" [model]="model" (click)="selectThisModel(model);">
- </app-item-model>
- </li>
- </ul>
- <div class="px-5 mt-5">
- <!--prikaz izabranog modela-->
- </div>
- </div>
- </div>
-
-
- <div *ngIf="!showMyModels">
- <div class="form-group row mt-3 mb-2 d-flex justify-content-center">
-
- <div class="col-3">
- <label for="name" class="col-form-label">Naziv modela:</label>
- <input type="text" class="form-control" name="name" placeholder="Naziv..." [(ngModel)]="newModel.name">
- </div>
- <div class="col-5">
- <label for="desc" class="col-sm-2 col-form-label">Opis:</label>
- <div>
- <textarea class="form-control" name="desc" rows="3" [(ngModel)]="newModel.description"></textarea>
- </div>
- </div>
-
- </div>
- <h2 class="mt-5 mb-4 mx-5">Parametri treniranja modela:</h2>
- <div>
-
- <div class="row p-2">
- <div class="col-1"></div>
- <div class="col-3">
- <label for="type" class="col-form-label">Tip problema: </label>
- </div>
- <div class="col-2">
- <select id=typeOptions class="form-select" name="type" [(ngModel)]="newModel.type"
- (change)="filterOptions()">
- <option
- *ngFor="let option of Object.keys(ProblemType); let optionName of Object.values(ProblemType)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- <div class="col-1"></div>
- <div class="col-3">
- <label for="hiddenLayers" class="col-form-label">Broj skrivenih slojeva: </label>
- </div>
- <div class="col-1">
- <input type="number" min="1" class="form-control" name="hiddenLayers"
- [(ngModel)]="newModel.hiddenLayers"
- (change)="newModel.hiddenLayerActivationFunctions = [].constructor(newModel.hiddenLayers).fill(newModel.hiddenLayerActivationFunctions[0])"
- (ngModelChange)="updateGraph()">
- </div>
- </div>
-
- <div class="row p-2">
- <div class="col-1">
- </div>
- <div class="col-3">
- <label for="optimizer" class="col-form-label">Optimizacija: </label>
- </div>
- <div class="col-2">
- <select id=optimizerOptions class="form-select" name="optimizer" [(ngModel)]="newModel.optimizer">
- <option
- *ngFor="let option of Object.keys(Optimizer); let optionName of Object.values(Optimizer)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- <div class="col-1">
- </div>
- <div class="col-3">
- <label for="hiddenLayerNeurons" class="col-form-label">Broj neurona skrivenih slojeva: </label>
- </div>
- <div class="col-1">
- <input type="number" min="1" class="form-control" name="hiddenLayerNeurons"
- [(ngModel)]="newModel.hiddenLayerNeurons" (ngModelChange)="updateGraph()">
- </div>
- </div>
-
- <div class="row p-2">
- <div class="col-1"></div>
- <div class="col-3">
- <label for="lossFunction" class="col-form-label">Funkcija troška: </label>
- </div>
- <div class="col-2">
- <select id=lossFunctionOptions class="form-select" name="lossFunction"
- [(ngModel)]="newModel.lossFunction" aria-checked="true">
- <option
- *ngFor="let option of Object.keys(lossFunction); let optionName of Object.values(lossFunction)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- <div class="col-1"></div>
- <div class="col-3">
- <label for="batchSize" class="col-form-label">Broj uzorka po iteraciji: </label>
- </div>
- <div class="col-1">
-
- <input type="number" min="0" step="1" max="7" class="form-control" name="batchSizePower" [(ngModel)]="batchSizePower" (click)="updateBatchSize()" >
- {{newModel.batchSize}}
- <!--<select id=BatchSizeOptions class="form-select" name="batchSize" [(ngModel)]="newModel.batchSize">
- <option value="1">1</option>
- <option value="2">2</option>
- <option value="4">4</option>
- <option value="8">8</option>
- <option value="16">16</option>
- <option value="32">32</option>
- <option value="64">64</option>
- <option value="128">128</option>
- <option value="256">256</option>
- <option value="512">512</option>
- <option value="1024">1024</option>
- </select>-->
- </div>
-
- <div class="row p-2">
- <div class="col-1"></div>
- <div class="col-3 m-1">
- <label for="epochs" class="col-form-label">Broj epoha: </label>
- </div>
- <div class="col-1">
- <input type="number" min="1" max="1000" class="form-control" name="epochs"
- [(ngModel)]="newModel.epochs">
- </div>
- </div>
- </div>
-
- <div class="m-5">
- <app-graph [model]="newModel" [inputCols]="1"></app-graph>
- </div>
-
- <h3 class="mx-5 mt-4">Aktivacione funkcije:</h3>
-
- <div class="row p-2" style="align-self: center;">
- <div class="col-1"></div>
- <div class="col-3">
- <label for="hiddenLayerActivationFunction" class="col-form-label"
- style="text-align: center;">Funkcija aktivacije<br>skrivenih slojeva:</label>
- </div>
- <div class="col-2 mt-2">
- <div *ngFor="let item of [].constructor(newModel.hiddenLayers); let i = index">
- <div class="input-group mb-2">
- <div class="input-group-prepend">
- <span class="input-group-text">#{{i+1}}</span>
- </div>
- <select [id]="'hiddenLayerActivationFunctionOption_'+i" class="form-select"
- [(ngModel)]="newModel.hiddenLayerActivationFunctions[i]" >
- <option
- *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
- </div>
- <div class="col-1"></div>
- <div class="col-2">
- <label for="outputLayerActivationFunction" class="col-form-label"
- style="text-align: center;">Funkcija aktivacije<br>izlaznog sloja:</label>
- </div>
- <div class="col-2 mt-2">
- <select id=outputLayerActivationFunctionOptions class="form-select"
- name="outputLayerActivationFunction" [(ngModel)]="newModel.outputLayerActivationFunction">
- <option
- *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- <div class="col">
- </div>
- </div>
- </div>
-
- <div class="form-check form-check-inline overflow-auto m-4" style="width: max-content;">
- <h3>Izaberite metrike:</h3>
- <div id="divMetricsinput" class="mt-2 mx-5">
-
- <div *ngFor="let option of Object.keys(metrics); let optionName of Object.values(metrics) "
- class="form-check form-check-inline">
-
- <input name="cbmetrics" class="form-check-input" type="checkbox" value="{{option}}"
- id="metrics_{{option}}" style="float: left;" checked>
- <label class="form-check-label" for="metrics_{{option}}" for="inlineCheckbox2">
- {{optionName}}
- </label>
- </div>
- </div>
- </div>
-
- <div class="form-group row mt-3 mb-3">
- <div class="col"></div>
- <button class="btn btn-lg col-4" style="background-color:#003459; color:white;"
- (click)="uploadModel();">Sačuvaj
- model</button>
- <div class="col"></div>
- </div>
- </div>
-</div> \ No newline at end of file
diff --git a/frontend/src/app/_elements/model-load/model-load.component.spec.ts b/frontend/src/app/_elements/model-load/model-load.component.spec.ts
deleted file mode 100644
index 1dafd966..00000000
--- a/frontend/src/app/_elements/model-load/model-load.component.spec.ts
+++ /dev/null
@@ -1,25 +0,0 @@
-import { ComponentFixture, TestBed } from '@angular/core/testing';
-
-import { ModelLoadComponent } from './model-load.component';
-
-describe('ModelLoadComponent', () => {
- let component: ModelLoadComponent;
- let fixture: ComponentFixture<ModelLoadComponent>;
-
- beforeEach(async () => {
- await TestBed.configureTestingModule({
- declarations: [ ModelLoadComponent ]
- })
- .compileComponents();
- });
-
- beforeEach(() => {
- fixture = TestBed.createComponent(ModelLoadComponent);
- component = fixture.componentInstance;
- fixture.detectChanges();
- });
-
- it('should create', () => {
- expect(component).toBeTruthy();
- });
-});
diff --git a/frontend/src/app/_elements/model-load/model-load.component.ts b/frontend/src/app/_elements/model-load/model-load.component.ts
deleted file mode 100644
index 73872694..00000000
--- a/frontend/src/app/_elements/model-load/model-load.component.ts
+++ /dev/null
@@ -1,112 +0,0 @@
-import { Component, OnInit, ViewChild, Output, EventEmitter } from '@angular/core';
-import Shared from 'src/app/Shared';
-import Model, { ActivationFunction, LossFunction, LossFunctionBinaryClassification, LossFunctionMultiClassification, LossFunctionRegression, Metrics, MetricsBinaryClassification, MetricsMultiClassification, MetricsRegression, NullValueOptions, Optimizer, ProblemType } from 'src/app/_data/Model';
-import { ModelsService } from 'src/app/_services/models.service';
-import { GraphComponent } from '../graph/graph.component';
-
-
-@Component({
- selector: 'app-model-load',
- templateUrl: './model-load.component.html',
- styleUrls: ['./model-load.component.css']
-})
-export class ModelLoadComponent implements OnInit {
-
- @ViewChild(GraphComponent) graph!: GraphComponent;
- @Output() selectedModelChangeEvent = new EventEmitter<Model>();
-
- newModel: Model = new Model();
- myModels?: Model[];
- selectedModel?: Model;
-
- ProblemType = ProblemType;
- ActivationFunction = ActivationFunction;
- metrics: any = Metrics;
- LossFunction = LossFunction;
- Optimizer = Optimizer;
- Object = Object;
- document = document;
- shared = Shared;
-
- term: string = "";
- selectedProblemType: string = '';
- selectedMetrics = [];
- lossFunction: any = LossFunction;
-
- showMyModels: boolean = true;
-
- constructor(private modelsService: ModelsService) {
- this.modelsService.getMyModels().subscribe((models) => {
- this.myModels = models;
- });
- }
-
- ngOnInit(): void {
- }
- batchSizePower:number=1;
- updateBatchSize()
- {
- this.newModel.batchSize=2**this.batchSizePower;
- }
-
- updateGraph() {
- this.graph.update();
- }
-
- getMetrics() {
- this.newModel.metrics = [];
- let cb = document.getElementsByName("cbmetrics");
-
- for (let i = 0; i < cb.length; i++) {
- let chb = <HTMLInputElement>cb[i];
- if (chb.checked == true)
- this.newModel.metrics.push(chb.value);
- }
- }
-
- uploadModel() {
- this.getMetrics();
-
- this.newModel.uploaderId = Shared.userId;
-
- this.modelsService.addModel(this.newModel).subscribe((response) => {
- Shared.openDialog('Model dodat', 'Model je uspešno dodat u bazu.');
- // treba da se selektuje nov model u listi modela
- //this.selectedModel =
- }, (error) => {
- Shared.openDialog('Greška', 'Model sa unetim nazivom već postoji u Vašoj kolekciji. Promenite naziv modela i nastavite sa kreiranim datasetom.');
- });
- }
-
- filterOptions() {
- switch (this.newModel.type) {
- case 'regresioni':
- this.lossFunction = LossFunctionRegression;
- this.metrics = MetricsRegression;
- break;
- case 'binarni-klasifikacioni':
- this.lossFunction = LossFunctionBinaryClassification;
- this.metrics = MetricsBinaryClassification;
- break;
- case 'multi-klasifikacioni':
- this.lossFunction = LossFunctionMultiClassification;
- this.metrics = MetricsMultiClassification;
- break;
- default:
- break;
- }
- }
-
- viewMyModelsForm() {
- this.showMyModels = true;
- }
- viewNewModelForm() {
- this.showMyModels = false;
- }
-
- selectThisModel(model: Model) {
- this.selectedModel = model;
- this.selectedModelChangeEvent.emit(this.selectedModel);
- }
-
-}