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import {Injectable} from '@angular/core';
import {Observable, throwError} from 'rxjs';
import {catchError, map} from 'rxjs/operators';
import {VisualizationDataApi} from '../api/visualization-data-api.service';
import {VisualizationData} from '../models/visualization-data';
import {VisualizationsDataService} from './visualizations-data.service';
import {ClusterVisualizationDataMapper} from '../mappers/cluster-visualization-data-mapper';
import {RadarChartDataMapper} from '../mappers/radar-chart-data-mapper';
import {Clusterables} from '../models/clusterables-enum';
import {SseDataMapper} from '../mappers/sse-data-mapper';
import {Clusterable} from '../models/clusterable';
import {TimeAfterHint} from '../models/time-after-hint';
import {WrongFlags} from '../models/wrong-flags';
@Injectable()
export class VisualizationsDataConcreteService extends VisualizationsDataService{
private readonly messageBase = 'VisualizationsDataService not connect to API: ';
private _selectedFeature: Clusterables;
set selectedFeature(value: Clusterables) {
this._selectedFeature = value;
}
get selectedFeature() : Clusterables {
return this._selectedFeature;
}
constructor(private visualizationApi: VisualizationDataApi) {
super();
}
getData(trainingDefinitionId: number, numOfClusters: number, instanceIds: number[], level: number): Observable<VisualizationData> {
switch (this._selectedFeature) {
case Clusterables.WrongFlags:
return this.visualizationApi.getVisualizationData(
trainingDefinitionId,
'wrong-flags',
numOfClusters,
instanceIds,
level).pipe(
map((data: any) => ClusterVisualizationDataMapper.fromDTO(data)),
catchError((error) => {
return throwError(this.messageBase + error.message);
})
);
case Clusterables.TimeAfterHint:
return this.visualizationApi.getVisualizationData(
trainingDefinitionId,
'time-after-hint',
numOfClusters,
instanceIds,
level).pipe(
map((data: any) => ClusterVisualizationDataMapper.fromDTO(data)),
catchError((error) => {
return throwError(this.messageBase + error.message);
})
);
default: return new Observable<VisualizationData>();
}
getRadarData(trainingDefinitionId: number, numOfClusters: number, instanceIds: number[], level: number): Observable<VisualizationData> {
return this.visualizationApi.getRadarChartData(trainingDefinitionId, numOfClusters, instanceIds, level).pipe(
map((data: any) => RadarChartDataMapper.fromDTO(data)),
return throwError(this.messageBase + error.message);
getLineData(trainingDefinitionId: number, numOfClusters: number, instanceIds: number[], level: number): Observable<any> {
switch (this._selectedFeature) {
case Clusterables.WrongFlags:
return this.visualizationApi.getFeatureSSE(trainingDefinitionId,'wrong-flags', numOfClusters, instanceIds, level).pipe(
map((data: any) => SseDataMapper.fromDTO(data)),
catchError((error) => {
return throwError(this.messageBase + error.message);
})
);
case Clusterables.TimeAfterHint:
return this.visualizationApi.getFeatureSSE(trainingDefinitionId, 'time-after-hint', numOfClusters, instanceIds, level).pipe(
map((data: any) => SseDataMapper.fromDTO(data)),
catchError((error) => {
return throwError(this.messageBase + error.message);
})
);
case Clusterables.NDimensional:
return this.visualizationApi.getFeatureSSE(trainingDefinitionId,'n-dimensional', numOfClusters, instanceIds, level).pipe(
map((data: any) => SseDataMapper.fromDTO(data)),
catchError((error) => {
return throwError(this.messageBase + error.message);
})
);
}
getOption(point: Clusterable, feature = this._selectedFeature): number {
switch (feature) {
case Clusterables.TimeAfterHint:
return (point as TimeAfterHint).level;
}
return 0;
}
getX(value: any, feature = this._selectedFeature): number {
switch (feature) {
case Clusterables.WrongFlags:
return (value as WrongFlags).wrongFlagsSubmittedNormalized;
case Clusterables.TimeAfterHint:
return (value as TimeAfterHint).timeSpentAfterHintNormalized;
case Clusterables.NDimensional:
break;
}
const tmp = value as WrongFlags;
return tmp.wrongFlagsSubmittedNormalized;
}
getY(value: any, feature = this._selectedFeature): number {
switch (feature) {
case Clusterables.WrongFlags:
return (value as WrongFlags).timePlayedNormalized;
case Clusterables.TimeAfterHint:
return (value as TimeAfterHint).wrongFlagsAfterHintNormalized;
case Clusterables.NDimensional:
break;
}
const tmp = value as WrongFlags;
return tmp.timePlayedNormalized;
}
getXLabel(feature = this._selectedFeature): string {
switch (feature) {
getYLabel(feature = this._selectedFeature): string {
switch (feature) {