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import { Component, OnInit, ViewChild } from '@angular/core';
import Model from 'src/app/_data/Model';
import { ANNType, Encoding, ActivationFunction, LossFunction, Optimizer } from 'src/app/_data/Model';
import { DatasetLoadComponent } from 'src/app/_elements/dataset-load/dataset-load.component';
import { ModelsService } from 'src/app/_services/models.service';
@Component({
selector: 'app-add-model',
templateUrl: './add-model.component.html',
styleUrls: ['./add-model.component.css']
})
export class AddModelComponent implements OnInit {
@ViewChild(DatasetLoadComponent) datasetLoadComponent?: DatasetLoadComponent;
datasetLoaded: boolean = false;
newModel: Model;
ANNType = ANNType;
Encoding = Encoding;
ActivationFunction = ActivationFunction;
LossFunction = LossFunction;
Optimizer = Optimizer;
Object = Object;
constructor(private models: ModelsService) {
this.newModel = new Model();
}
ngOnInit(): void {
}
addModel() {
if (this.datasetLoadComponent)
this.models.addDataset(this.datasetLoadComponent?.dataset);
this.getCheckedInputCols();
this.getCheckedOutputCol();
if (this.validationInputsOutput())
this.models.addModel(this.newModel).subscribe((response) => {
console.log(response);
});
}
getCheckedInputCols() {
this.newModel.inputColumns = [];
let checkboxes = document.getElementsByName("cbs");
for (let i = 0; i < checkboxes.length; i++) {
let thatCb = <HTMLInputElement>checkboxes[i];
if (thatCb.checked)
this.newModel.inputColumns.push(thatCb.value);
}
//console.log(this.checkedInputCols);
}
getCheckedOutputCol() {
this.newModel.columnToPredict = '';
let radiobuttons = document.getElementsByName("rbs");
for (let i = 0; i < radiobuttons.length; i++) {
let thatRb = <HTMLInputElement>radiobuttons[i];
if (thatRb.checked) {
this.newModel.columnToPredict = thatRb.value;
break;
}
}
//console.log(this.checkedOutputCol);
}
validationInputsOutput() : boolean {
if (this.newModel.inputColumns.length == 0) {
alert("Molimo Vas da izaberete ulaznu kolonu/kolone za mrežu.")
return false;
}
for (let i = 0; i < this.newModel.inputColumns.length; i++) {
if (this.newModel.inputColumns[i] == this.newModel.columnToPredict) {
let colName = this.newModel.columnToPredict;
alert("Izabrali ste istu kolonu (" + colName + ") kao ulaznu i izlaznu iz mreže. Korigujte izbor.");
return false;
}
}
return true;
}
}
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