aboutsummaryrefslogtreecommitdiff
path: root/frontend
diff options
context:
space:
mode:
Diffstat (limited to 'frontend')
-rw-r--r--frontend/src/app/_data/Model.ts4
-rw-r--r--frontend/src/app/_elements/dataset-load/dataset-load.component.css6
-rw-r--r--frontend/src/app/_elements/dataset-load/dataset-load.component.html39
-rw-r--r--frontend/src/app/_elements/dataset-load/dataset-load.component.ts13
-rw-r--r--frontend/src/app/_modals/login-modal/login-modal.component.ts17
-rw-r--r--frontend/src/app/_pages/add-model/add-model.component.css14
-rw-r--r--frontend/src/app/_pages/add-model/add-model.component.html365
-rw-r--r--frontend/src/app/_pages/add-model/add-model.component.ts61
-rw-r--r--frontend/src/app/_pages/home/home.component.html2
-rw-r--r--frontend/src/app/_services/auth-guard.service.ts2
-rw-r--r--frontend/src/app/_services/models.service.spec.ts16
-rw-r--r--frontend/src/app/_services/models.service.ts22
-rw-r--r--frontend/src/app/app.component.html2
-rw-r--r--frontend/src/assets/images/add_model_background.jpgbin0 -> 56906 bytes
-rw-r--r--frontend/src/assets/images/logo_crop.pngbin11447 -> 0 bytes
-rw-r--r--frontend/src/assets/images/logo_dark_crop.pngbin10987 -> 0 bytes
-rw-r--r--frontend/src/styles.css8
17 files changed, 348 insertions, 223 deletions
diff --git a/frontend/src/app/_data/Model.ts b/frontend/src/app/_data/Model.ts
index 1a120ca7..43342fb0 100644
--- a/frontend/src/app/_data/Model.ts
+++ b/frontend/src/app/_data/Model.ts
@@ -7,8 +7,8 @@ export default class Model {
public datasetId?: number,
// Test set settings
- public inputColumns: number[] = [0],
- public columnToPredict: number = 1,
+ public inputColumns: string[] = [],
+ public columnToPredict: string = '',
public randomOrder: boolean = true,
public randomTestSet: boolean = true,
public randomTestSetDistribution: number = 0.10, //0.1-0.9 (10% - 90%)
diff --git a/frontend/src/app/_elements/dataset-load/dataset-load.component.css b/frontend/src/app/_elements/dataset-load/dataset-load.component.css
index e69de29b..05819702 100644
--- a/frontend/src/app/_elements/dataset-load/dataset-load.component.css
+++ b/frontend/src/app/_elements/dataset-load/dataset-load.component.css
@@ -0,0 +1,6 @@
+#divInputs {
+ margin-left: 20px;
+}
+#divOutputs {
+ margin-left: 20px;
+} \ No newline at end of file
diff --git a/frontend/src/app/_elements/dataset-load/dataset-load.component.html b/frontend/src/app/_elements/dataset-load/dataset-load.component.html
index c89add43..2a611a96 100644
--- a/frontend/src/app/_elements/dataset-load/dataset-load.component.html
+++ b/frontend/src/app/_elements/dataset-load/dataset-load.component.html
@@ -1,19 +1,32 @@
<div>
- <input style="display: inline-block; width:350px;" list=delimiterOptions
+ <div class="mb-4">
+ <label for="name" class="col-form-label">Naziv dataseta:</label>
+ <input type="text" class="form-control" name="name" placeholder="Naziv..."
+ [(ngModel)]="dataset.name">
+ </div>
+ <label for="desc" class="col-sm-2 col-form-label">Opis:</label>
+ <div>
+ <textarea class="form-control" name="desc" rows="3" [(ngModel)]="dataset.description"></textarea>
+ </div>
+
+
+ <div class="d-flex justify-content-center">
+ <input style="display: inline-block; width:350px;" list=delimiterOptions
placeholder="Izaberite ili ukucajte delimiter za .csv fajl" class="form-control" [(ngModel)]="delimiter"
(input)="update()">
- <datalist id=delimiterOptions>
- <option *ngFor="let option of delimiterOptions">{{option}}</option>
- </datalist>
- &nbsp;&nbsp;&nbsp;&nbsp;
- <label for="checkboxHeader">Da li .csv ima header?</label> &nbsp;
- <input (input)="update()" [(ngModel)]="hasHeader" type="checkbox" value="" id="checkboxHeader" checked>
- <br><br>
+ <datalist id=delimiterOptions>
+ <option *ngFor="let option of delimiterOptions">{{option}}</option>
+ </datalist> &nbsp;&nbsp;&nbsp;&nbsp;
+
+ <label for="type" class="form-check-label">Da li .csv ima header?
+ <input class="mx-3 form-check-input" type="checkbox" (input)="update()" [(ngModel)]="hasHeader" type="checkbox" value="" id="checkboxHeader" checked>
+ </label> &nbsp;&nbsp;&nbsp;&nbsp;
- <input id="fileInput" class="form-control mb-5" type="file" class="upload" (change)="changeListener($event)" accept=".csv">
-
- <table *ngIf="csvRecords.length > 0 && hasHeader" class="table table-bordered table-light mt-5">
+ <input id="fileInput" class="form-control" type="file" class="upload" (change)="changeListener($event)" accept=".csv">
+ </div>
+
+ <table *ngIf="csvRecords.length > 0 && hasHeader" class="table table-bordered table-light my-4">
<thead>
<tr>
<th *ngFor="let item of csvRecords[0]; let i = index">{{item}}</th>
@@ -26,7 +39,7 @@
</tbody>
</table>
- <table *ngIf="csvRecords.length > 0 && !hasHeader" class="table table-bordered table-light mt-5">
+ <table *ngIf="csvRecords.length > 0 && !hasHeader" class="table table-bordered table-light mt-4">
<tbody>
<tr *ngFor="let row of csvRecords | slice:0:10">
<td *ngFor="let col of row">{{col}}</td>
@@ -39,4 +52,6 @@
{{rowsNumber}} x {{colsNumber}}
</div>
+
+
</div> \ 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 cde3e8b1..8465c3d6 100644
--- a/frontend/src/app/_elements/dataset-load/dataset-load.component.ts
+++ b/frontend/src/app/_elements/dataset-load/dataset-load.component.ts
@@ -1,5 +1,6 @@
-import { Component, ViewChild } from '@angular/core';
+import { Component, EventEmitter, Output, ViewChild } from '@angular/core';
import { NgxCsvParser, NgxCSVParserError } from 'ngx-csv-parser';
+import Dataset from 'src/app/_data/Dataset';
@Component({
selector: 'app-dataset-load',
@@ -8,6 +9,8 @@ import { NgxCsvParser, NgxCSVParserError } from 'ngx-csv-parser';
})
export class DatasetLoadComponent {
+ @Output() loaded = new EventEmitter<string>();
+
delimiter: string = "";
delimiterOptions: Array<string> = [",", ";", "\t", "razmak", "|"]; //podrazumevano ","
@@ -20,7 +23,10 @@ export class DatasetLoadComponent {
rowsNumber: number = 0;
colsNumber: number = 0;
+ dataset: Dataset;
+
constructor(private ngxCsvParser: NgxCsvParser) {
+ this.dataset = new Dataset();
}
@ViewChild('fileImportInput', { static: false }) fileImportInput: any;
@@ -46,9 +52,14 @@ export class DatasetLoadComponent {
else
this.rowsNumber = this.csvRecords.length;
this.colsNumber = this.csvRecords[0].length;
+
+ this.dataset.header = this.csvRecords[0];
+
+ this.loaded.emit("loaded");
}
}, (error: NgxCSVParserError) => {
console.log('Error', error);
});
}
+
}
diff --git a/frontend/src/app/_modals/login-modal/login-modal.component.ts b/frontend/src/app/_modals/login-modal/login-modal.component.ts
index 87686f10..d17d7017 100644
--- a/frontend/src/app/_modals/login-modal/login-modal.component.ts
+++ b/frontend/src/app/_modals/login-modal/login-modal.component.ts
@@ -25,13 +25,16 @@ export class LoginModalComponent implements OnInit {
}
doLogin() {
- this.authService.login(this.username, this.password).subscribe((response) => { //ako nisu ok podaci, ne ide hide nego mora opet da ukucava!!!!podesi
- console.log(response);
- this.authService.authenticate(response);
- (<HTMLSelectElement>document.getElementById('closeButton')).click();
- }, error => {
- console.warn(error); //NETACNI PODACI
- });
+ if (this.username.length > 0 && this.password.length > 0) {
+ this.authService.login(this.username, this.password).subscribe((response) => { //ako nisu ok podaci, ne ide hide nego mora opet da ukucava!!!!podesi
+ console.log(response);
+ this.authService.authenticate(response);
+ (<HTMLSelectElement>document.getElementById('closeButton')).click();
+ }, error => {
+ console.warn(error); //NETACNI PODACI
+ });
+ }
+
}
resetData() {
this.username = '';
diff --git a/frontend/src/app/_pages/add-model/add-model.component.css b/frontend/src/app/_pages/add-model/add-model.component.css
index e69de29b..5184733d 100644
--- a/frontend/src/app/_pages/add-model/add-model.component.css
+++ b/frontend/src/app/_pages/add-model/add-model.component.css
@@ -0,0 +1,14 @@
+#header {
+ background-color: #003459;
+ padding-top: 25px;
+ padding-bottom: 20px;
+}
+#header h1 {
+ font-family: 'Lucida Sans', 'Lucida Sans Regular', 'Lucida Grande', 'Lucida Sans Unicode', Geneva, Verdana, sans-serif;
+ text-align: center;
+ color: white;
+}
+
+#container {
+ border-radius: 8px;
+} \ No newline at end of file
diff --git a/frontend/src/app/_pages/add-model/add-model.component.html b/frontend/src/app/_pages/add-model/add-model.component.html
index 08e27dd7..f5270127 100644
--- a/frontend/src/app/_pages/add-model/add-model.component.html
+++ b/frontend/src/app/_pages/add-model/add-model.component.html
@@ -1,190 +1,177 @@
-<div class="container p-3" style="background-color: rgb(249, 251, 253); min-height: 100%;">
-
- <h2 class="my-4 text-primary"> Nov model: </h2>
- <div class="form-group row align-items-center">
- <label for="name" class="col-sm-2 col-form-label col-form-label-lg">Naziv</label>
- <div class="col-sm-7">
- <input type="text" class="form-control form-control-lg" name="name" placeholder="Naziv..."
- [(ngModel)]="newModel.name">
- </div>
-
- <div class="col-sm-3">
- <input type="text" class="form-control-plaintext text-center" id="dateCreated" placeholder="--/--/--"
- value="{{newModel.dateCreated | date: 'dd/MM/yyyy'}}" readonly>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="desc" class="col-sm-2 col-form-label">Opis</label>
- <div class="col-sm-10">
- <textarea class="form-control" name="desc" rows="3" [(ngModel)]="newModel.description"></textarea>
- </div>
- </div>
-
- <!--<div class="form-group row">
- <label for="value" class="col-4">Vrednost</label>
- <div class="input-group">
- <input type="number" min="0" class="form-control" name="value" placeholder="Vrednost..."
- [(ngModel)]="newModel.value">
- <div class="input-group-prepend">
- <span class="input-group-text">#</span>
- </div>
- <input type="number" min="1" class="form-control" name="count" placeholder="Br." [(ngModel)]="newModel.count">
- <input type="text" class="form-control" name="sum" placeholder="Suma"
- value="=({{newModel.value * newModel.count}})" readonly>
- </div>
- </div>-->
-
- <div class="my-4">
- <label for="dataset">Izvor podataka:</label>
- <app-dataset-load id="dataset"></app-dataset-load>
- </div>
-
- <div class="form-group row my-2">
- <div class="col-sm-2 col-form-label">
- <label for="type" class="form-check-label">Automatska podela test skupa:
- <input class="mx-3 form-check-input" type="checkbox" [checked]="newModel.randomTestSet"
- (change)="newModel.randomTestSet = !newModel.randomTestSet">
- </label>
-
- </div>
- <div>
- <mat-slider min="0.1" max="0.9" step="0.1" value="0.2" name="randomTestSetDistribution" thumbLabel
- class="w-50" [disabled]="!newModel.randomTestSet" [(ngModel)]="newModel.randomTestSetDistribution">
- </mat-slider>
- </div>
- </div>
-
- <h3> Parametri treniranja </h3>
-
- <div class="form-group row my-2">
- <label for="type" class="col-sm-2 col-form-label">Tip mreže: </label>
- <div class="col-sm-10">
- <select id=typeOptions class="form-control" name="type" [(ngModel)]="newModel.type">
- <option *ngFor="let option of Object.keys(ANNType); let optionName of Object.values(ANNType)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="encoding" class="col-sm-2 col-form-label">Enkoding: </label>
- <div class="col-sm-10">
- <select id=encodingOptions class="form-control" name="encoding" [(ngModel)]="newModel.encoding">
- <option *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)"
- [value]="option">
- {{ optionName }}
+<div id="header">
+ <h1>Napravite svoj model veštačke neuronske mreže</h1>
+</div>
+
+<div id="wrapper">
+
+ <div id="container" class="container p-5" style="background-color: white; min-height: 100%;">
+
+ <div class="form-group row mb-4 d-flex"> <!--justify-content-center-->
+ <h2 class="col-sm-2" style="color: #00171f"> Nov model: </h2>
+ <div class="col-sm-3">
+ <div class="mb-4">
+ <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="d-inline-flex align-items-center">
+ <label for="dateCreated" class="col-form-label">Datum:</label> &nbsp;&nbsp;
+ <input type="text" class="form-control-plaintext" id="dateCreated" placeholder="--/--/--"
+ value="{{newModel.dateCreated | date: 'dd/MM/yyyy'}}" readonly>
+ </div>
+ </div>
+ <div class="col-sm-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>
+
+ <div class="my-5 justify-content-center">
+ <h2>Izvor podataka:</h2>
+ <app-dataset-load id="dataset" (loaded)="datasetLoaded = true"></app-dataset-load>
+ </div>
+
+ <div *ngIf="datasetLoaded" class="mt-2">
+ <div *ngIf="datasetLoadComponent" class="row">
+ <div class="col d-flex justify-content-center">
+ <h3>Izaberite ulazne kolone:</h3>
+ <div id="divInputs" class="form-check">
+ <br>
+ <div *ngFor="let item of datasetLoadComponent.dataset.header; let i = index">
+ <input *ngIf="i == 0" class="form-check-input" type="checkbox" value="{{item}}" id="cb_{{item}}" name="cbs" checked>
+ <input *ngIf="i != 0" class="form-check-input" type="checkbox" value="{{item}}" id="cb_{{item}}" name="cbs">&nbsp;
+ <label class="form-check-label" for="cb_{{item}}">
+ {{item}}
+ </label>
+ </div>
+ </div>
+ </div>
+ <div class="col d-flex justify-content-left">
+ <h3>Izaberite izlaznu kolonu:</h3>
+ <div id="divOutputs" class="form-check">
+ <br>
+ <div *ngFor="let item of datasetLoadComponent.dataset.header; let i = index">
+ <input *ngIf="i == 0" class="form-check-input" type="radio" value="{{item}}" id="rb_{{item}}" name="rbs" checked>
+ <input *ngIf="i != 0" class="form-check-input" type="radio" value="{{item}}" id="rb_{{item}}" name="rbs">&nbsp;
+ <label class="form-check-label" for="rb_{{item}}">
+ {{item}}
+ </label>
+ </div>
+ </div>
+ </div>
+ </div>
+ </div>
+
+ <h2>Parametri treniranja:</h2>
+
+ <div class="row">
+ <div class="col-2 mt-4">
+ <label for="type" class="col-form-label">Tip mreže: </label>
+ <select id=typeOptions class="form-control" name="type" [(ngModel)]="newModel.type">
+ <option *ngFor="let option of Object.keys(ANNType); let optionName of Object.values(ANNType)"
+ [value]="option">
+ {{ optionName }}
+ </option>
+ </select>
+ </div>
+ <div class="col-1 mt-4">
+ <label for="encoding" class="col-form-label">Enkoding: </label>
+ <select id=encodingOptions class="form-control" name="encoding" [(ngModel)]="newModel.encoding">
+ <option *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)"
+ [value]="option">
+ {{ optionName }}
+ </option>
+ </select>
+ </div>
+ <div class="col-1 mt-4">
+ <label for="optimizer" class="col-form-label">Optimizacija: </label>
+ <select id=optimizerOptions class="form-control" 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 mt-4">
+ <label for="lossFunction" class="col-form-label">Funkcija obrade gubitka: </label>
+ <select id=lossFunctionOptions class="form-control" name="lossFunction" [(ngModel)]="newModel.lossFunction">
+ <option *ngFor="let option of Object.keys(LossFunction); let optionName of Object.values(LossFunction)"
+ [value]="option">
+ {{ optionName }}
+ </option>
+ </select>
+ </div>
+ <div class="col-2">
+ <label for="inputLayerActivationFunction" class="col-form-label">Funkcija aktivacije<br>ulaznog sloja:</label>
+ <select id=inputLayerActivationFunctionOptions class="form-control" name="inputLayerActivationFunction"
+ [(ngModel)]="newModel.inputLayerActivationFunction">
+ <option
+ *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
+ [value]="option">
+ {{ optionName }}
+ </option>
+ </select>
+ </div>
+ <div class="col">
+ <label for="hiddenLayerActivationFunction" class="col-form-label">Funkcija aktivacije<br>skrivenih slojeva:</label>
+ <select id=hiddenLayerActivationFunctionOptions class="form-control" name="hiddenLayerActivationFunction"
+ [(ngModel)]="newModel.hiddenLayerActivationFunction">
+ <option
+ *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
+ [value]="option">
+ {{ optionName }}
</option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="optimizer" class="col-sm-2 col-form-label">Optimizacija: </label>
- <div class="col-sm-10">
- <select id=optimizerOptions class="form-control" 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>
-
- <div class="form-group row my-2">
- <label for="lossFunction" class="col-sm-2 col-form-label">Funkcija obrade gubitka: </label>
- <div class="col-sm-10">
- <select id=lossFunctionOptions class="form-control" name="lossFunction" [(ngModel)]="newModel.lossFunction">
- <option *ngFor="let option of Object.keys(LossFunction); let optionName of Object.values(LossFunction)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="inputNeurons" class="col-sm-2 col-form-label">Broj ulaznih neurona: </label>
- <div class="col-sm-10">
- <input type="number" min="1" class="form-control" name="inputNeurons" [(ngModel)]="newModel.inputNeurons">
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="inputLayerActivationFunction" class="col-sm-2 col-form-label">Funkcija aktivacije ulaznog sloja:
- </label>
- <div class="col-sm-10">
- <select id=inputLayerActivationFunctionOptions class="form-control" name="inputLayerActivationFunction"
- [(ngModel)]="newModel.inputLayerActivationFunction">
- <option
- *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="hiddenLayerNeurons" class="col-sm-2 col-form-label">Broj neurona skrivenih slojeva: </label>
- <div class="col-sm-10">
- <input type="number" min="1" class="form-control" name="hiddenLayerNeurons"
- [(ngModel)]="newModel.hiddenLayerNeurons">
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="hiddenLayerActivationFunction" class="col-sm-2 col-form-label">Funkcija aktivacije skrivenih
- slojeva:
- </label>
- <div class="col-sm-10">
- <select id=hiddenLayerActivationFunctionOptions class="form-control" name="hiddenLayerActivationFunction"
- [(ngModel)]="newModel.hiddenLayerActivationFunction">
- <option
- *ngFor="let option of Object.keys(ActivationFunction); let optionName of Object.values(ActivationFunction)"
- [value]="option">
- {{ optionName }}
- </option>
- </select>
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="hiddenLayers" class="col-sm-2 col-form-label">Broj skrivenih slojeva: </label>
- <div class="col-sm-10">
- <input type="number" min="1" class="form-control" name="hiddenLayers" [(ngModel)]="newModel.hiddenLayers">
- </div>
- </div>
-
- <div class="form-group row my-2">
- <label for="outputLayerActivationFunction" class="col-sm-2 col-form-label">Funkcija aktivacije izlaznog
- sloja:
- </label>
- <div class="col-sm-10">
- <select id=outputLayerActivationFunctionOptions class="form-control" 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>
-
- <div class="form-group row my-2">
- <label for="batchSize" class="col-sm-2 col-form-label">Broj uzorka po iteraciji: </label>
- <div class="col-sm-10">
- <input type="number" min="1" class="form-control" name="batchSize" [(ngModel)]="newModel.batchSize">
- </div>
- </div>
-
- <div class=" form-group row my-4">
- <div class="col-4"></div>
- <button class="btn btn-lg btn-primary col-4" (click)="addModel();">Dodaj</button>
- <div class="col-4"></div>
- </div>
-
-</div> \ No newline at end of file
+ </select>
+ </div>
+ <div class="col">
+ <label for="outputLayerActivationFunction" class="col-form-label">Funkcija aktivacije<br>izlaznog sloja:</label>
+ <select id=outputLayerActivationFunctionOptions class="form-control" 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>
+
+ <div class="row mt-5">
+ <div class="col-2">
+ <label for="inputNeurons" class="col-form-label">Broj ulaznih neurona: </label> <!--UMESTO OVOGA IDE NASUMICAN REDOSLED? YES/NO-->
+ <input type="number" min="1" class="form-control" name="inputNeurons" [(ngModel)]="newModel.inputNeurons">
+ </div>
+ <div class="col-2">
+ <label for="hiddenLayers" class="col-form-label">Broj skrivenih slojeva: </label>
+ <input type="number" min="1" class="form-control" name="hiddenLayers" [(ngModel)]="newModel.hiddenLayers">
+ </div>
+ <div class="col-3 ">
+ <label for="hiddenLayerNeurons" class="col-form-label">Broj neurona skrivenih slojeva: </label>
+ <input type="number" min="1" class="form-control" name="hiddenLayerNeurons" [(ngModel)]="newModel.hiddenLayerNeurons">
+ </div>
+ <div class="col-2">
+ <label for="batchSize" class="col-form-label">Broj uzorka po iteraciji: </label>
+ <input type="number" min="1" class="form-control" name="batchSize" [(ngModel)]="newModel.batchSize">
+ </div>
+ <div class="col-3 mt-1">
+ <label for="type" class="form-check-label mb-3">&nbsp;&nbsp;Podela test skupa:
+ <input class="mx-3 form-check-input" type="checkbox" [checked]="newModel.randomTestSet"
+ (change)="newModel.randomTestSet = !newModel.randomTestSet">
+ </label>
+ <mat-slider min="0.1" max="0.9" step="0.1" value="0.2" name="randomTestSetDistribution" thumbLabel
+ [disabled]="!newModel.randomTestSet" [(ngModel)]="newModel.randomTestSetDistribution">
+ </mat-slider>
+ </div>
+ </div>
+
+ <br><br>
+ <div class="form-group row mt-5">
+ <div class="col-4"></div>
+ <button class="btn btn-lg col-4" style="background-color:#003459; color:white;" (click)="addModel();">Napravi model</button>
+ <div class="col-4"></div>
+ </div>
+
+ </div>
+</div>
diff --git a/frontend/src/app/_pages/add-model/add-model.component.ts b/frontend/src/app/_pages/add-model/add-model.component.ts
index 3cb47d61..c18ad324 100644
--- a/frontend/src/app/_pages/add-model/add-model.component.ts
+++ b/frontend/src/app/_pages/add-model/add-model.component.ts
@@ -1,6 +1,9 @@
-import { Component, OnInit } from '@angular/core';
+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',
@@ -9,7 +12,10 @@ import { ANNType, Encoding, ActivationFunction, LossFunction, Optimizer } from '
})
export class AddModelComponent implements OnInit {
- newModel: Model
+ @ViewChild(DatasetLoadComponent) datasetLoadComponent?: DatasetLoadComponent;
+ datasetLoaded: boolean = false;
+
+ newModel: Model;
ANNType = ANNType;
Encoding = Encoding;
@@ -18,7 +24,7 @@ export class AddModelComponent implements OnInit {
Optimizer = Optimizer;
Object = Object;
- constructor() {
+ constructor(private models: ModelsService) {
this.newModel = new Model();
}
@@ -26,7 +32,54 @@ export class AddModelComponent implements OnInit {
}
addModel() {
- //TODO
+ 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;
}
}
diff --git a/frontend/src/app/_pages/home/home.component.html b/frontend/src/app/_pages/home/home.component.html
index b17b9a56..274f0fd8 100644
--- a/frontend/src/app/_pages/home/home.component.html
+++ b/frontend/src/app/_pages/home/home.component.html
@@ -1,4 +1,4 @@
-<div class="d-flex flex-column align-items-center">
+<div class="d-flex flex-column align-items-center bg-light">
<img src="../../../assets/svg/logo.svg" class="bi me-2" width="256" height="256" role="img">
<div *ngIf="shared.loggedIn" class="d-flex flex-column align-items-center">
<h2 class="my-4">Započnite sa treniranjem!</h2>
diff --git a/frontend/src/app/_services/auth-guard.service.ts b/frontend/src/app/_services/auth-guard.service.ts
index b6d3678d..057996e0 100644
--- a/frontend/src/app/_services/auth-guard.service.ts
+++ b/frontend/src/app/_services/auth-guard.service.ts
@@ -15,7 +15,7 @@ export class AuthGuardService implements CanActivate {
if (this.auth.isAuthenticated()) {
return true;
}
- this.router.navigate(['login']);
+ this.router.navigate(['']);
return false;
}
}
diff --git a/frontend/src/app/_services/models.service.spec.ts b/frontend/src/app/_services/models.service.spec.ts
new file mode 100644
index 00000000..b5b25752
--- /dev/null
+++ b/frontend/src/app/_services/models.service.spec.ts
@@ -0,0 +1,16 @@
+import { TestBed } from '@angular/core/testing';
+
+import { ModelsService } from './models.service';
+
+describe('ModelsService', () => {
+ let service: ModelsService;
+
+ beforeEach(() => {
+ TestBed.configureTestingModule({});
+ service = TestBed.inject(ModelsService);
+ });
+
+ it('should be created', () => {
+ expect(service).toBeTruthy();
+ });
+});
diff --git a/frontend/src/app/_services/models.service.ts b/frontend/src/app/_services/models.service.ts
new file mode 100644
index 00000000..f85ca44e
--- /dev/null
+++ b/frontend/src/app/_services/models.service.ts
@@ -0,0 +1,22 @@
+import { HttpClient } from '@angular/common/http';
+import { Injectable } from '@angular/core';
+import Model from '../_data/Model';
+import { AuthService } from './auth.service';
+import { API_SETTINGS } from 'src/config';
+import Dataset from '../_data/Dataset';
+
+
+@Injectable({
+ providedIn: 'root'
+})
+export class ModelsService {
+
+ constructor(private http: HttpClient, private authService: AuthService) { }
+
+ addModel(model: Model) {
+ return this.http.post(`${API_SETTINGS.apiURL}/model/sendModel`, model, { headers: this.authService.authHeader(), responseType: 'text' });
+ }
+ addDataset(dataset: Dataset) {
+ return this.http.post(`${API_SETTINGS.apiURL}/model/uploadDataset`, dataset, { headers: this.authService.authHeader(), responseType: 'text' });
+ }
+}
diff --git a/frontend/src/app/app.component.html b/frontend/src/app/app.component.html
index 7f2d4225..35e5adb1 100644
--- a/frontend/src/app/app.component.html
+++ b/frontend/src/app/app.component.html
@@ -1,4 +1,4 @@
<app-navbar></app-navbar>
-<div class="mat-app-background container h-100">
+<div class="container h-100">
<router-outlet></router-outlet>
</div> \ No newline at end of file
diff --git a/frontend/src/assets/images/add_model_background.jpg b/frontend/src/assets/images/add_model_background.jpg
new file mode 100644
index 00000000..d86f0566
--- /dev/null
+++ b/frontend/src/assets/images/add_model_background.jpg
Binary files differ
diff --git a/frontend/src/assets/images/logo_crop.png b/frontend/src/assets/images/logo_crop.png
deleted file mode 100644
index 1775a465..00000000
--- a/frontend/src/assets/images/logo_crop.png
+++ /dev/null
Binary files differ
diff --git a/frontend/src/assets/images/logo_dark_crop.png b/frontend/src/assets/images/logo_dark_crop.png
deleted file mode 100644
index d66f13e2..00000000
--- a/frontend/src/assets/images/logo_dark_crop.png
+++ /dev/null
Binary files differ
diff --git a/frontend/src/styles.css b/frontend/src/styles.css
index b671a2a7..d37ab6f1 100644
--- a/frontend/src/styles.css
+++ b/frontend/src/styles.css
@@ -1,5 +1,3 @@
-/* You can add global styles to this file, and also import other style files
-
-html, body { height: 100%; }
-body { margin: 0; font-family: Roboto, "Helvetica Neue", sans-serif; }
-*/
+body {
+ background-image: url('/assets/images/add_model_background.jpg');
+} \ No newline at end of file