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-rw-r--r--backend/api/api/Models/Predictor.cs22
-rw-r--r--backend/api/api/Program.cs2
-rw-r--r--backend/api/api/appsettings.json10
-rw-r--r--backend/microservice/api/controller.py31
-rw-r--r--backend/microservice/api/newmlservice.py43
-rw-r--r--frontend/src/app/_data/Model.ts4
-rw-r--r--frontend/src/app/_data/Predictor.ts12
-rw-r--r--frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts20
-rw-r--r--frontend/src/app/_elements/_charts/pie-chart/pie-chart.component.ts4
-rw-r--r--frontend/src/app/_elements/column-table/column-table.component.css2
-rw-r--r--frontend/src/app/_elements/column-table/column-table.component.html6
-rw-r--r--frontend/src/app/_elements/column-table/column-table.component.ts44
-rw-r--r--frontend/src/app/_elements/folder/folder.component.css2
-rw-r--r--frontend/src/app/_modals/alert-dialog/alert-dialog.component.html16
-rw-r--r--frontend/src/app/_modals/alert-dialog/alert-dialog.component.ts6
-rw-r--r--frontend/src/app/_modals/encoding-dialog/encoding-dialog.component.html20
-rw-r--r--frontend/src/app/_modals/missingvalues-dialog/missingvalues-dialog.component.css4
-rw-r--r--frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.html8
-rw-r--r--frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.ts9
-rw-r--r--frontend/src/app/_pages/experiment/experiment.component.css8
-rw-r--r--frontend/src/app/_pages/experiment/experiment.component.html26
-rw-r--r--frontend/src/app/_pages/experiment/experiment.component.ts2
-rw-r--r--frontend/src/app/app-routing.module.ts3
23 files changed, 196 insertions, 108 deletions
diff --git a/backend/api/api/Models/Predictor.cs b/backend/api/api/Models/Predictor.cs
index bfe95a0f..5a7b5eda 100644
--- a/backend/api/api/Models/Predictor.cs
+++ b/backend/api/api/Models/Predictor.cs
@@ -18,15 +18,25 @@ namespace api.Models
public string experimentId { get; set; }
public string modelId { get; set; }
public string h5FileId { get; set; }
- public Metric[] metrics { get; set; }
- public Metric[] finalMetrics { get; set; }
- }
- public class Metric
+ //public Metric[] metrics { get; set; }
+
+ public float[] metricsLoss { get; set; }
+ public float[] metricsValLoss { get; set; }
+ public float[] metricsAcc { get; set; }
+ public float[] metricsValAcc { get; set; }
+ public float[] metricsMae { get; set; }
+ public float[] metricsValMae { get; set; }
+ public float[] metricsMse { get; set; }
+ public float[] metricsValMse { get; set; }
+ //public Metric[] finalMetrics { get; set; }
+ }
+
+ /*public class Metric
{
string Name { get; set; }
string JsonValue { get; set; }
- }
-
+ }*/
+
} \ No newline at end of file
diff --git a/backend/api/api/Program.cs b/backend/api/api/Program.cs
index cf64d58d..5977e843 100644
--- a/backend/api/api/Program.cs
+++ b/backend/api/api/Program.cs
@@ -37,7 +37,7 @@ builder.Services.AddScoped<IFileService, FileService>();
builder.Services.AddScoped<IJwtToken, JwtToken>();
builder.Services.AddScoped<IExperimentService, ExperimentService>();
builder.Services.AddHostedService<TempFileService>();
-builder.Services.AddHostedService<FillAnEmptyDb>();
+//builder.Services.AddHostedService<FillAnEmptyDb>();
//Ml Api Ip Filter
builder.Services.AddScoped<MlApiCheckActionFilter>(container =>
diff --git a/backend/api/api/appsettings.json b/backend/api/api/appsettings.json
index 44d63ac3..b502efeb 100644
--- a/backend/api/api/appsettings.json
+++ b/backend/api/api/appsettings.json
@@ -16,22 +16,26 @@
"UserStoreDatabaseSettings": {
/* LocalHost*/
- /*"ConnectionString": "mongodb://127.0.0.1:27017/",
+ "ConnectionString": "mongodb://127.0.0.1:27017/",
"DatabaseName": "si_project",
"CollectionName": "users",
"DatasetCollectionName": "Dataset",
"ModelCollectionName": "Model",
"PredictorCollectionName": "Predictor",
"FilesCollectionName": "Files",
- "ExperimentCollectionName": "Experiment"*/
+ "ExperimentCollectionName": "Experiment"
+ /*
"ConnectionString": "mongodb+srv://si_user:si_user@sidatabase.twtfm.mongodb.net/myFirstDatabase?retryWrites=true&w=majority",
+
+ "ConnectionString": "mongodb+srv://si_user:si_user@sidatabase.twtfm.mongodb.net/myFirstDatabase?retryWrites=true&w=majority",
+ 529394dd526811e059dfb5f8f76597ffd90b2fea
"DatabaseName": "si_db",
"CollectionName": "users",
"DatasetCollectionName": "Dataset",
"ModelCollectionName": "Model",
"PredictorCollectionName": "Predictor",
"FilesCollectionName": "Files",
- "ExperimentCollectionName": "Experiment"
+ "ExperimentCollectionName": "Experiment" */
}
} \ No newline at end of file
diff --git a/backend/microservice/api/controller.py b/backend/microservice/api/controller.py
index 6f483008..c82634a2 100644
--- a/backend/microservice/api/controller.py
+++ b/backend/microservice/api/controller.py
@@ -69,15 +69,26 @@ def train():
#dataset, paramsModel, paramsExperiment, callback)
- filepath,result,finalMetrics= newmlservice.train(data, paramsModel, paramsExperiment,paramsDataset, train_callback)
+ filepath,histMetrics= newmlservice.train(data, paramsModel, paramsExperiment,paramsDataset, train_callback)
"""
f = request.json['filepath']
dataset = pd.read_csv(f)
filepath,result=newmlservice.train(dataset,request.json['model'],train_callback)
print(result)
"""
-
-
+ #m = []
+ #for attribute, value in result.items():
+ #m.append(histMetrics(attribute,str(value)).__dict__)
+ '''
+ m = []
+ for attribute, value in result.items():
+ m.append({"Name" : attribute, "JsonValue" : value}))
+
+ print("**************************************************************")
+ print(m)
+
+ print("**************************************************************")
+ '''
url = config.api_url + "/file/h5"
files = {'file': open(filepath, 'rb')}
r=requests.post(url, files=files,data={"uploaderId":paramsExperiment['uploaderId']})
@@ -92,15 +103,21 @@ def train():
"experimentId" : paramsExperiment["_id"],
"modelId" : paramsModel["_id"],
"h5FileId" : fileId,
- "metrics" : result,
- "finalMetrics":finalMetrics
+ "metricsLoss":histMetrics[0],
+ "metricsValLoss":histMetrics[1],
+ "metricsAcc":histMetrics[2],
+ "metricsValAcc":histMetrics[3],
+ "metricsMae":histMetrics[4],
+ "metricsValMae":histMetrics[5],
+ "metricsMse":histMetrics[6],
+ "metricsValMse":histMetrics[7]
}
#print(predictor)
-
+
url = config.api_url + "/Predictor/add"
r = requests.post(url, json=predictor).text
- print(r)
+ #print(r)
return r
@app.route('/predict', methods = ['POST'])
diff --git a/backend/microservice/api/newmlservice.py b/backend/microservice/api/newmlservice.py
index 427111a7..85be0c2f 100644
--- a/backend/microservice/api/newmlservice.py
+++ b/backend/microservice/api/newmlservice.py
@@ -303,7 +303,7 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback):
###OPTIMIZATORI
print(paramsModel['optimizer'])
if(paramsModel['optimizer']=='Adam'):
- opt=tf.keras.optimizers.Adam(learning_rate=3)
+ opt=tf.keras.optimizers.Adam(learning_rate=float(paramsModel['learningRate']))
elif(paramsModel['optimizer']=='Adadelta'):
opt=tf.keras.optimizers.Adadelta(learning_rate=float(paramsModel['learningRate']))
@@ -370,7 +370,7 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback):
- classifier.compile(loss =paramsModel["lossFunction"] , optimizer =opt, metrics = ['mae','mse'])
+ classifier.compile(loss =paramsModel["lossFunction"] , optimizer =opt, metrics = ['accuracy','mae','mse'])
history=classifier.fit( x=x_train, y=y_train, epochs = paramsModel['epochs'],batch_size=int(paramsModel['batchSize']),callbacks=callback(x_test, y_test,paramsModel['_id']),validation_data=(x_val, y_val))
@@ -383,9 +383,9 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback):
scores = classifier.evaluate(x_test, y_test)
#print("\n%s: %.2f%%" % (classifier.metrics_names[1], scores[1]*100))
-
+ '''
classifier.save(filepath, save_format='h5')
- metrics={}
+
macro_averaged_precision=sm.precision_score(y_test, y_pred, average = 'macro')
micro_averaged_precision=sm.precision_score(y_test, y_pred, average = 'micro')
macro_averaged_recall=sm.recall_score(y_test, y_pred, average = 'macro')
@@ -401,12 +401,12 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback):
{"Name":"macro_averaged_f1","JsonValue": str(macro_averaged_f1)},
{"Name":"micro_averaged_f1", "JsonValue": str(micro_averaged_f1)}
]
-
+ '''
#vizuelizacija u python-u
#from ann_visualizer.visualize import ann_viz;
#ann_viz(classifier, title="My neural network")
- return filepath,hist,metrics
+ return filepath,[hist['loss'],hist['val_loss'],hist['accuracy'],hist['val_accuracy'],hist['mae'],hist['val_mae'],hist['mse'],hist['val_mse']]
elif(problem_type=='binarni-klasifikacioni'):
#print('*************************************************************************binarni')
@@ -444,6 +444,7 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback):
history=classifier.fit( x=x_train, y=y_train, epochs = paramsModel['epochs'],batch_size=int(paramsModel['batchSize']),callbacks=callback(x_test, y_test,paramsModel['_id']),validation_data=(x_val, y_val))
hist=history.history
+
y_pred=classifier.predict(x_test)
y_pred=(y_pred>=0.5).astype('int')
@@ -452,7 +453,7 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback):
# ann_viz(classifier, title="My neural network")
classifier.save(filepath, save_format='h5')
-
+ """
accuracy = float(sm.accuracy_score(y_test,y_pred))
precision = float(sm.precision_score(y_test,y_pred))
recall = float(sm.recall_score(y_test,y_pred))
@@ -461,22 +462,9 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback):
f1 = float(sm.f1_score(y_test,y_pred))
fpr, tpr, _ = sm.roc_curve(y_test,y_pred)
logloss = float(sm.log_loss(y_test, y_pred))
- metrics= [
- {"Name":"accuracy" ,"JsonValue": str(accuracy)},
- {"Name":"precision","JsonValue": str(precision)},
- {"Name":"recall" , "JsonValue":str(recall)},
- {"Name":"specificity" ,"JsonValue":str(specificity)},
- {"Name":"f1" ,"JsonValue": str(f1)},
- {"Name":"tn" , "JsonValue":str(tn)},
- {"Name":"fp" , "JsonValue":str(fp)},
- {"Name":"fn" , "JsonValue":str(fn)},
- {"Name":"tp" , "JsonValue":str(tp)},
- {"Name":"fpr" ,"JsonValue": str(fpr.tolist())},
- {"Name":"tpr" , "JsonValue":str(tpr.tolist())},
- {"Name":"logloss" , "JsonValue":str(logloss)}
- ]
+ """
- return filepath,hist,metrics
+ return filepath,[hist['loss'],hist['val_loss'],hist['accuracy'],hist['val_accuracy'],hist['mae'],hist['val_mae'],hist['mse'],hist['val_mse']]
elif(problem_type=='regresioni'):
reg=paramsModel['layers'][0]['regularisation']
@@ -514,15 +502,15 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback):
history=classifier.fit( x=x_train, y=y_train, epochs = paramsModel['epochs'],batch_size=int(paramsModel['batchSize']),callbacks=callback(x_test, y_test,paramsModel['_id']),validation_data=(x_val, y_val))
hist=history.history
- print()
+
y_pred=classifier.predict(x_test)
#print(classifier.evaluate(x_test, y_test))
classifier.save(filepath, save_format='h5')
- metrics={}
+ '''
mse = float(sm.mean_squared_error(y_test,y_pred))
- metrics.append
+
mae = float(sm.mean_absolute_error(y_test,y_pred))
mape = float(sm.mean_absolute_percentage_error(y_test,y_pred))
rmse = float(np.sqrt(sm.mean_squared_error(y_test,y_pred)))
@@ -533,6 +521,7 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback):
n = 40
k = 2
adj_r2 = float(1 - ((1-r2)*(n-1)/(n-k-1)))
+
metrics= [
{"Name":"mse","JsonValue":str(mse)},
@@ -543,8 +532,8 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback):
{"Name":"r2","JsonValue":str( r2)},
{"Name":"adj_r2","JsonValue":str(adj_r2)}
]
-
- return filepath,hist,metrics
+ '''
+ return filepath,[hist['loss'],hist['val_loss'],[],[],hist['mae'],hist['val_mae'],hist['mse'],hist['val_mse']]
def roc_auc_score_multiclass(actual_class, pred_class, average = "macro"):
diff --git a/frontend/src/app/_data/Model.ts b/frontend/src/app/_data/Model.ts
index 8fc36a31..f527dc7f 100644
--- a/frontend/src/app/_data/Model.ts
+++ b/frontend/src/app/_data/Model.ts
@@ -117,8 +117,8 @@ export enum ActivationFunctionOutputLayer
export enum LossFunction {
// binary classification loss functions
BinaryCrossEntropy = 'binary_crossentropy',
- SquaredHingeLoss = 'squared_hinge_loss',
- HingeLoss = 'hinge_loss',
+ SquaredHingeLoss = 'squared_hinge',
+ HingeLoss = 'hinge',
// multi-class classification loss functions
CategoricalCrossEntropy = 'categorical_crossentropy',
SparseCategoricalCrossEntropy = 'sparse_categorical_crossentropy',
diff --git a/frontend/src/app/_data/Predictor.ts b/frontend/src/app/_data/Predictor.ts
index c839a635..8de4cd17 100644
--- a/frontend/src/app/_data/Predictor.ts
+++ b/frontend/src/app/_data/Predictor.ts
@@ -13,8 +13,16 @@ export default class Predictor extends FolderFile {
public experimentId: string = "",
public modelId: string = "",
public h5FileId: string = "",
- public metrics: Metric[] = [],
- public finalMetrics: Metric[] = []
+ public metricsLoss:number[]=[],
+ public metricsValLoss:number []=[],
+ public metricsAcc:number[]=[],
+ public metricsValAcc: number[]=[],
+ public metricsMae :number []=[],
+ public metricsValMae :number []=[],
+ public metricsMse : number[]=[],
+ public metricsValMse : number[]=[],
+ //public metrics: Metric[] = [],
+ //public finalMetrics: Metric[] = []
) {
super(name, dateCreated, dateCreated);
}
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..07976da3 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
@@ -28,10 +28,28 @@ export class BoxPlotComponent implements AfterViewInit {
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();
+ this.myChart?.update();
}
+ /*this.boxplotData.datasets = [{
+ data: [[min, q1, median, q3, max]],
+ }]*/
+
};
+ /*
+ 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();
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.css b/frontend/src/app/_elements/column-table/column-table.component.css
index f7f07e62..311773f7 100644
--- a/frontend/src/app/_elements/column-table/column-table.component.css
+++ b/frontend/src/app/_elements/column-table/column-table.component.css
@@ -22,7 +22,7 @@ table.fixed td {
table.fixed th {
overflow: hidden;
- max-width: 120px;
+ max-width: 250px;
min-width: 120px;
vertical-align: middle;
background-color: var(--ns-primary-50);
diff --git a/frontend/src/app/_elements/column-table/column-table.component.html b/frontend/src/app/_elements/column-table/column-table.component.html
index 31c32dfd..e6a781be 100644
--- a/frontend/src/app/_elements/column-table/column-table.component.html
+++ b/frontend/src/app/_elements/column-table/column-table.component.html
@@ -35,7 +35,7 @@
</thead>
<tbody>
<tr *ngFor="let row of tableData; let i = index">
- <th>#{{i}}</th>
+ <th>#{{((this.begin/10)+1)*10-10+i+1}}</th>
<td *ngFor="let col of row; let j = index" [ngClass]="{'text-disabled' : !columnsChecked[j]}">
<div class="text-overflow">
{{col}}
@@ -200,7 +200,7 @@
</mat-menu>
</div>
<div *ngIf="colInfo.numNulls == 0" class="text-left">
- Nema null vrednosti.
+ Nema nedostajućih vrednosti.
</div>
</td>
</tr>
@@ -217,7 +217,7 @@
<div class="ns-col rounded">
<mat-form-field appearance="fill" class="align-items-center justify-content-center pt-3 w-100">
<mat-label>Izlazna kolona</mat-label>
- <mat-select [(value)]="experiment.outputColumn" (selectionChange)="changeProblemType()">
+ <mat-select [(value)]="experiment.outputColumn" (selectionChange)="outputColumnChanged()">
<mat-option *ngFor="let inputColumn of experiment.inputColumns" [value]="inputColumn">{{inputColumn}}</mat-option>
<mat-option *ngIf="experiment.inputColumns.length == 0" value="-">-</mat-option>
</mat-select>
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 ad78feaf..694b1a83 100644
--- a/frontend/src/app/_elements/column-table/column-table.component.ts
+++ b/frontend/src/app/_elements/column-table/column-table.component.ts
@@ -131,6 +131,7 @@ export class ColumnTableComponent implements AfterViewInit {
}
else {
this.dataset = dataset;
+ this.experimentChanged.emit();
this.columnsChecked = [];
this.dataset.columnInfo.forEach(column => {
if (this.experiment.inputColumns.find(x => x == column.columnName) != undefined)
@@ -157,9 +158,6 @@ export class ColumnTableComponent implements AfterViewInit {
this.resetPagging();
this.loadData();
this.loaded = true;
-
- this.updateCharts();
- this.updatePieChart();
}
loadData(){
@@ -249,6 +247,19 @@ export class ColumnTableComponent implements AfterViewInit {
}
}
+ outputColumnChanged() {
+ let outputColReplacer = this.experiment.nullValuesReplacers.find(x => x.column == this.experiment.outputColumn);
+ let index = this.experiment.nullValuesReplacers.findIndex(x => x.column == this.experiment.outputColumn);
+ if (outputColReplacer != undefined) {
+ outputColReplacer.option = NullValueOptions.DeleteRows;
+
+ let numOfRowsToDelete = (this.dataset!.columnInfo.filter(x => x.columnName == this.experiment.outputColumn)[0]).numNulls;
+ this.nullValOption[index] = "Obriši redove (" + numOfRowsToDelete + ")";
+ }
+
+ this.changeProblemType();
+ }
+
changeProblemType() {
if (this.experiment != undefined && this.dataset != undefined) {
let i = this.dataset.columnInfo.findIndex(x => x.columnName == this.experiment!.outputColumn);
@@ -300,14 +311,26 @@ export class ColumnTableComponent implements AfterViewInit {
if (selectedMissingValuesOption == NullValueOptions.DeleteColumns) {
this.experiment.nullValues = NullValueOptions.DeleteColumns;
+
+ let outputColReplacer = this.experiment.nullValuesReplacers.find(x => x.column == this.experiment.outputColumn);
+
this.experiment.nullValuesReplacers = [];
for (let i = 0; i < this.experiment.inputColumns.length; i++) {
- this.experiment.nullValuesReplacers.push({ //ovo zakomentarisano
- column: this.experiment.inputColumns[i],
- option: NullValueOptions.DeleteColumns,
- value: ""
- });
- this.nullValOption[i] = "Obriši kolonu";
+ if (this.experiment.inputColumns[i] != this.experiment.outputColumn) {
+ this.experiment.nullValuesReplacers.push({ //ovo zakomentarisano
+ column: this.experiment.inputColumns[i],
+ option: NullValueOptions.DeleteColumns,
+ value: ""
+ });
+ this.nullValOption[i] = "Obriši kolonu";
+ }
+ else {
+ if (outputColReplacer != undefined) {
+ this.experiment.nullValuesReplacers.push(outputColReplacer);
+ let numOfRowsToDelete = (this.dataset.columnInfo.filter(x => x.columnName == this.experiment!.inputColumns[i])[0]).numNulls;
+ this.nullValOption[i] = (outputColReplacer.option == NullValueOptions.DeleteRows) ? "Obriši redove (" + numOfRowsToDelete + ")" : "Popuni sa " + outputColReplacer.value + "";
+ }
+ }
}
//obrisi kolone koje sadrze nedostajuce vrednosti iz input kolona
/*for (let i = 0; i < this.dataset.columnInfo.length; i++) {
@@ -336,7 +359,8 @@ export class ColumnTableComponent implements AfterViewInit {
}
openMissingValuesDialog() {
const dialogRef = this.dialog.open(MissingvaluesDialogComponent, {
- width: '500px'
+ width: '500px',
+ panelClass: 'custom-modalbox'
});
dialogRef.afterClosed().subscribe(selectedMissingValuesOption => {
if (selectedMissingValuesOption != undefined)
diff --git a/frontend/src/app/_elements/folder/folder.component.css b/frontend/src/app/_elements/folder/folder.component.css
index 2b7892a3..97c13299 100644
--- a/frontend/src/app/_elements/folder/folder.component.css
+++ b/frontend/src/app/_elements/folder/folder.component.css
@@ -184,7 +184,7 @@
.file-bottom-buttons {
position: absolute;
- bottom: 15px;
+ bottom: 5px;
right: 4%;
display: flex;
flex-direction: row-reverse;
diff --git a/frontend/src/app/_modals/alert-dialog/alert-dialog.component.html b/frontend/src/app/_modals/alert-dialog/alert-dialog.component.html
index 2d7e4d86..84793260 100644
--- a/frontend/src/app/_modals/alert-dialog/alert-dialog.component.html
+++ b/frontend/src/app/_modals/alert-dialog/alert-dialog.component.html
@@ -1,9 +1,9 @@
-
-
- <h2 mat-dialog-title >{{data.title}}</h2>
- <div mat-dialog-content class="mt-4 text-offwhite" >
- {{data.message}}
- </div>
- <div mat-dialog-actions class="d-flex justify-content-center mt-4">
+<h2 mat-dialog-title>{{data.title}}</h2>
+<div mat-dialog-content class="mt-4 text-offwhite">
+ <form (keydown)="withEnterKey($event)">
+ {{data.message}}
+ </form>
+</div>
+<div mat-dialog-actions class="d-flex justify-content-center mt-4">
<button mat-raised-button cdkFocusInitial (click)="onOkClick()" color="basic">OK</button>
- </div> \ No newline at end of file
+</div> \ No newline at end of file
diff --git a/frontend/src/app/_modals/alert-dialog/alert-dialog.component.ts b/frontend/src/app/_modals/alert-dialog/alert-dialog.component.ts
index e15f3c6f..7558b527 100644
--- a/frontend/src/app/_modals/alert-dialog/alert-dialog.component.ts
+++ b/frontend/src/app/_modals/alert-dialog/alert-dialog.component.ts
@@ -20,9 +20,11 @@ export class AlertDialogComponent {
//public dialog: MatDialog
) {}
+ withEnterKey(keyboardEvent: KeyboardEvent) {
+ if (keyboardEvent.code == "Enter" || keyboardEvent.code == "NumpadEnter")
+ this.onOkClick();
+ }
onOkClick(): void {
this.dialogRef.close();
}
-
-
}
diff --git a/frontend/src/app/_modals/encoding-dialog/encoding-dialog.component.html b/frontend/src/app/_modals/encoding-dialog/encoding-dialog.component.html
index 08c1f26b..fed8f8d7 100644
--- a/frontend/src/app/_modals/encoding-dialog/encoding-dialog.component.html
+++ b/frontend/src/app/_modals/encoding-dialog/encoding-dialog.component.html
@@ -1,15 +1,17 @@
<h2 mat-dialog-title class="text-center">Enkodiranje svih kolona</h2>
<div mat-dialog-content class="mt-5 mb-4">
<p>Sve izabrane kolone biće enkodirane metodom:</p>
- <form (keydown)="withEnterKey($event)">
- <mat-form-field>
- <mat-select matNativeControl [(value)]="selectedEncodingType" cdkFocusInitial>
- <mat-option *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)" [value]="option">
- {{ optionName }}
- </mat-option>
- </mat-select>
- </mat-form-field>
- </form>
+ <div class="d-flex justify-content-center">
+ <form (keydown)="withEnterKey($event)">
+ <mat-form-field>
+ <mat-select matNativeControl [(value)]="selectedEncodingType" cdkFocusInitial>
+ <mat-option *ngFor="let option of Object.keys(Encoding); let optionName of Object.values(Encoding)" [value]="option">
+ {{ optionName }}
+ </mat-option>
+ </mat-select>
+ </mat-form-field>
+ </form>
+ </div>
</div>
<div mat-dialog-actions class="justify-content-center">
<button id="btnYes" mat-stroked-button color="basic" (click)="onYesClick()">Potvrdi</button>
diff --git a/frontend/src/app/_modals/missingvalues-dialog/missingvalues-dialog.component.css b/frontend/src/app/_modals/missingvalues-dialog/missingvalues-dialog.component.css
index e99a1e1e..64d7bd21 100644
--- a/frontend/src/app/_modals/missingvalues-dialog/missingvalues-dialog.component.css
+++ b/frontend/src/app/_modals/missingvalues-dialog/missingvalues-dialog.component.css
@@ -5,4 +5,8 @@
#btnNo {
color: gray;
+}
+
+::ng-deep.mat-dialog-content {
+ overflow: visible;
} \ No newline at end of file
diff --git a/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.html b/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.html
index 06e74093..77e7be42 100644
--- a/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.html
+++ b/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.html
@@ -1,8 +1,10 @@
<h2 mat-dialog-title class="text-muted">{{data.title}}</h2>
<div mat-dialog-content class="mt-4" style="color: rgb(81, 76, 76);">
- {{data.message}}
+ <form (keydown)="withEnterKey($event)">
+ {{data.message}}
+ </form>
</div>
<div mat-dialog-actions class="d-flex justify-content-center mt-4">
- <button mat-button cdkFocusInitial (click)="onYesClick()" style="background-color: lightgray;">Da</button>
- <button mat-button cdkFocusInitial (click)="onNoClick()" style="background-color: lightgray;">Ne</button>
+ <button mat-button cdkFocusInitial (click)="onYesClick()" style="background-color: lightgray;">Da</button>
+ <button mat-button cdkFocusInitial (click)="onNoClick()" style="background-color: lightgray;">Ne</button>
</div> \ No newline at end of file
diff --git a/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.ts b/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.ts
index de1cdd4f..a7db1e7f 100644
--- a/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.ts
+++ b/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.ts
@@ -24,10 +24,13 @@ export class YesNoDialogComponent {
onNoClick(): void {
this.dialogRef.close();
}
- onYesClick():void{
+
+ withEnterKey(keyboardEvent: KeyboardEvent) {
+ if (keyboardEvent.code == "Enter" || keyboardEvent.code == "NumpadEnter")
+ this.onYesClick();
+ }
+ onYesClick():void {
this.data.yesFunction();
this.dialogRef.close();
}
-
-
}
diff --git a/frontend/src/app/_pages/experiment/experiment.component.css b/frontend/src/app/_pages/experiment/experiment.component.css
index 2298ae48..59e004e9 100644
--- a/frontend/src/app/_pages/experiment/experiment.component.css
+++ b/frontend/src/app/_pages/experiment/experiment.component.css
@@ -48,6 +48,7 @@ mat-stepper {
flex-direction: row;
justify-content: center;
align-items: center;
+ /*margin-bottom: 100px;*/
}
.step-content-inside {
@@ -66,4 +67,11 @@ mat-stepper {
.text-overflow {
overflow-wrap: break-word;
+ width: 170px;
+ display: inline-block;
+ text-align: left;
+}
+
+.text-overflow-experiment-name {
+ overflow-wrap: break-word;
} \ No newline at end of file
diff --git a/frontend/src/app/_pages/experiment/experiment.component.html b/frontend/src/app/_pages/experiment/experiment.component.html
index 8f462f86..17a6539d 100644
--- a/frontend/src/app/_pages/experiment/experiment.component.html
+++ b/frontend/src/app/_pages/experiment/experiment.component.html
@@ -2,10 +2,10 @@
<div class="d-flex flex-colum align-items-center sidenav">
<div>
<div class="ekspName " style="width: 250px;">
- <div class="text-overflow" *ngIf="experiment.name=='exp1'" style="width: 250px;">
+ <div class="text-overflow-experiment-name" *ngIf="experiment.name=='exp1'" style="width: 250px;">
Novi Eksperiment
</div>
- <div class="text-overflow" *ngIf="experiment.name!='exp1'" style="width: 250px;">
+ <div class="text-overflow-experiment-name" *ngIf="experiment.name!='exp1'" style="width: 250px;">
{{experiment.name}}
</div>
@@ -14,37 +14,37 @@
<mat-step [completed]="this.step1">
<!--editable="false"-->
<ng-template matStepLabel>
- <span class="label" *ngIf="dataset==undefined">Izvor podataka </span>
- <span class="label addedElement" *ngIf="dataset!=undefined">{{dataset.name}}</span>
+ <span class="label text-overflow" *ngIf="dataset==undefined">Izvor podataka </span>
+ <span class="label addedElement text-overflow" *ngIf="dataset!=undefined">{{dataset.name}}</span>
</ng-template>
<ng-template matStepContent>
- <p class="text-left">Izaberite izvor podataka</p>
+ <p class="text-left text-overflow">Izaberite izvor podataka</p>
</ng-template>
</mat-step>
<mat-step [completed]="experiment._id!=''">
<ng-template matStepLabel>
- <span class="label addedElement" *ngIf="experiment._id!=''">Predvideti:{{experiment.outputColumn}}</span>
+ <span class="label addedElement text-overflow" *ngIf="experiment._id!=''">Predvideti:{{experiment.outputColumn}}</span>
<span *ngIf="!this.step1" class="align-middle"><mat-icon>lock</mat-icon></span>
- <span class="label" *ngIf="experiment._id==''">Odabir kolona </span>
+ <span class="label text-overflow" *ngIf="experiment._id==''">Odabir kolona </span>
</ng-template>
<ng-template matStepContent>
- <p class="text-left">Pripremite podatke i izaberite izlazne kolone</p>
+ <p class="text-left text-overflow">Pripremite podatke i izaberite izlazne kolone</p>
</ng-template>
</mat-step>
<mat-step [completed]="this.step3">
<ng-template matStepLabel>
<span *ngIf="experiment._id==''" class="align-middle"><mat-icon>lock</mat-icon></span>
- <span class="label addedElement" *ngIf="modelToTrain!=undefined">{{modelToTrain.name}}</span>
- <span class="label" *ngIf="modelToTrain==undefined">Treniranje</span>
+ <span class="label addedElement text-overflow" *ngIf="modelToTrain!=undefined">{{modelToTrain.name}}</span>
+ <span class="label text-overflow" *ngIf="modelToTrain==undefined">Treniranje</span>
</ng-template>
- <p class="text-left">Odaberite parametre i trenirajte model</p>
+ <p class="text-left text-overflow">Odaberite parametre i trenirajte model</p>
</mat-step>
<mat-step [completed]="this.step4">
<ng-template matStepLabel>
<span *ngIf="!this.step3" class="align-middle"><mat-icon>lock</mat-icon></span>
- <span class="label">Pregled rezultata<br> treniranja</span>
+ <span class="label text-overflow align-middle">Pregled rezultata<br> treniranja</span>
</ng-template>
- <p class="text-left">Pregledajte tok treniranja i<br> grafički prikaz rezultata</p>
+ <p class="text-left text-overflow">Pregledajte tok treniranja i<br> grafički prikaz rezultata</p>
</mat-step>
</mat-stepper>
</div>
diff --git a/frontend/src/app/_pages/experiment/experiment.component.ts b/frontend/src/app/_pages/experiment/experiment.component.ts
index 161c619a..ee269f65 100644
--- a/frontend/src/app/_pages/experiment/experiment.component.ts
+++ b/frontend/src/app/_pages/experiment/experiment.component.ts
@@ -57,7 +57,7 @@ export class ExperimentComponent implements AfterViewInit, OnInit {
this.dataset = response;
this.folderDataset.forExperiment = this.experiment;
this.folderDataset.selectFile(this.dataset); //sad 3. i 4. korak da se ucitaju
-
+
//this.predictorsService.getPredictor(predictorId!).subscribe((response) => {
let predictor = response;
//this.modelsService.getModelById(predictor.modelId).subscribe((response) => {
diff --git a/frontend/src/app/app-routing.module.ts b/frontend/src/app/app-routing.module.ts
index 8c60a666..56442842 100644
--- a/frontend/src/app/app-routing.module.ts
+++ b/frontend/src/app/app-routing.module.ts
@@ -18,7 +18,8 @@ const routes: Routes = [
{ path: 'archive', component: ArchiveComponent, data: { title: 'Arhiva' } },
{ path: 'profile', component: ProfileComponent, canActivate: [AuthGuardService], data: { title: 'Profil' } },
{ path: 'playground', component: PlaygroundComponent, data: { title: 'Zabava' } },
- { path: 'test', component: TestComponent, data: { title: 'Test' } }
+ { path: 'test', component: TestComponent, data: { title: 'Test' } },
+ { path: '**', redirectTo: '' }
];
@NgModule({