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import { HttpClient, HttpParams } from '@angular/common/http';
import { Injectable } from '@angular/core';
import Model from '../_data/Model';
import { AuthService } from './auth.service';
import API_SETTINGS from '../../config.json';
import { Observable } from 'rxjs';
import Dataset from '../_data/Dataset';
@Injectable({
providedIn: 'root'
})
export class ModelsService {
constructor(private http: HttpClient, private authService: AuthService) { }
uploadData(file: File): Observable<any> {
let formData = new FormData();
formData.append('file', file, file.name);
let params = new HttpParams();
const options = {
params: params,
reportProgress: false,
headers: this.authService.authHeader()
};
return this.http.post(`${API_SETTINGS.apiURL}/file/csv`, formData, options);
}
addModel(model: Model): Observable<any> {
return this.http.post(`${API_SETTINGS.apiURL}/model/add`, model, { headers: this.authService.authHeader() });
}
addDataset(dataset: Dataset): Observable<any> {
return this.http.post(`${API_SETTINGS.apiURL}/dataset/add`, dataset, { headers: this.authService.authHeader() });
}
trainModel(modelId: string, experimentId: string): Observable<any> {
return this.http.post(`${API_SETTINGS.apiURL}/model/trainmodel`, { ModelId: modelId, ExperimentId: experimentId }, { headers: this.authService.authHeader(), responseType: 'text' });
}
getMyDatasets(): Observable<Dataset[]> {
return this.http.get<Dataset[]>(`${API_SETTINGS.apiURL}/dataset/mydatasets`, { headers: this.authService.authHeader() });
}
getMyModels(): Observable<Model[]> {
return this.http.get<Model[]>(`${API_SETTINGS.apiURL}/model/mymodels`, { headers: this.authService.authHeader() });
}
editModel(model: Model): Observable<Model> {
return this.http.put<Model>(`${API_SETTINGS.apiURL}/model/`, model, { headers: this.authService.authHeader() });
}
deleteModel(model: Model) {
return this.http.delete(`${API_SETTINGS.apiURL}/model/` + model.name, { headers: this.authService.authHeader(), responseType: "text" });
}
}
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