public FlightgearModel(string trainCsv, string detectCsv, string xmlPath, string dllPath, TelnetClient telnetClient)
{
this.telnetClient = telnetClient;
this.trainCsv = trainCsv;
this.detectCsv = detectCsv;
this.xmlPath = xmlPath;
trainHandler = new DataHandler();
detectHandler = new DataHandler();
correlations = new Dictionary <int, int>();
anomalyUtil = new AnomalyUtil();
FeaturesList = DataHandler.getFeaturesFromXml(xmlPath);
DataHandler.createTxtFileFromTwoFiles(trainCsv, detectCsv, FeaturesList);
trainHandler.csvParser(trainCsv);
detectHandler.csvParser(detectCsv);
trainHandler.setFeaturesList(FeaturesList);
detectHandler.setFeaturesList(FeaturesList);
CurrentLineNumber = 0;
threatStarted = false;
stop = false;
Speed = 1;
new Thread(delegate()
{
var assembly = Assembly.LoadFile(dllPath);
var type = assembly.GetType("regression_line_dll.anomaly_detector");
var obj = Activator.CreateInstance(type);
var method = type.GetMethod("detector");
method.Invoke(obj, null);
anomalyDict = DataHandler.getOutputTxt("output.txt");
AnomalyListBox = DataHandler.getAnomalyListBox("output.txt");
detectionAlgorithm = DataHandler.detectionAlgorithm;
}).Start();
setCorrelatedFeaturesFromTrainCsv(this.correlations);
}
public MainWindow(string learnCsv, string detectCsv, string xml, string dll)
{
InitializeComponent();
this.xmlPath = xml;
this.learnCsv = learnCsv;
this.detectCsv = detectCsv;
this.dllPath = dll;
tClient = new TelnetClient();
flightgearModel = new FlightgearModel(learnCsv, detectCsv, xmlPath, dllPath, tClient);
JoystickView joystickview = new JoystickView();
joystickview.setFlightgearModel(flightgearModel);
canvas_joystick.Children.Add(joystickview);
mediaPanelView = new MediaPanelView();
mediaPanelView.setFlightgearModel(flightgearModel);
grd_media_panel.Children.Add(mediaPanelView);
infoView = new InfoView();
infoView.setFlightgearModel(flightgearModel);
grd_info_view.Children.Add(infoView);
FeaturesView featuresView = new FeaturesView();
featuresView.setFlightgearModel(flightgearModel);
grd_feature_view.Children.Add(featuresView);
anomalyView = new AnomalyView();
anomalyView.setFlightgearModel(flightgearModel);
grd_anomaly_view.Children.Add(anomalyView);
//DataContext = mediaPanel;
/*List<string> featuresList = new List<string>();
* CreateNewCSVFromXml csvFromXaml = new CreateNewCSVFromXml();
* csvFromXaml.setFeaturesFromXml(xmlPath.Text);
* csvFromXaml.createNewCSV(csvTrainPath.Text);*/
}
