static void UserInteraction()
{
bool validIDSupplied = false;
int targetID = -1;
do
{
Console.ForegroundColor = ConsoleColor.Black;
Console.BackgroundColor = ConsoleColor.Yellow;
Console.WriteLine("Please enter an ID, or press return to classify latest entry.");
Console.ResetColor();
string input = Console.ReadLine();
if (input == "")
{
break;
}
else
{
if (int.TryParse(input, out targetID))
{
validIDSupplied = targetID < warehouse.GetRecords().Count() && targetID >= 0;
}
if (!validIDSupplied)
{
Console.ForegroundColor = ConsoleColor.Black;
Console.BackgroundColor = ConsoleColor.Red;
Console.WriteLine("Invalid ID supplied.");
Console.ResetColor();
}
}
}while (!validIDSupplied);
Console.Clear();
DataWarehouse translatedWarehouse = translator.TranslateWarehouse(warehouse);
translator.SaveTranslatorToFile();
DataRecord targetRecord = null;
if (targetID > -1)
{
targetRecord = warehouse.GetRecord(targetID);
}
else
{
targetRecord = warehouse.GetLatestRecord();
}
List <string> classificationStrings = new List <string>();
foreach (Classification c in cm.ThreadedClassify(targetRecord))
{
string s = c.ToString();
classificationStrings.Add(s);
Console.WriteLine(s);
Console.WriteLine();
}
DataRecord targetRecordTranslated = translator.TranslateRecord(targetRecord);
ConcurrentBag <string> visualizationBag = new ConcurrentBag <string>();
if (Visualizers.Count > 0)
{
if (!Directory.Exists(VisualizerOutputDir + "\\" + translatedWarehouse.FileName + "\\" + targetRecord.ID))
{
Directory.CreateDirectory(VisualizerOutputDir + "\\" + translatedWarehouse.FileName + "\\" + targetRecord.ID);
}
Parallel.ForEach(Visualizers, (v) =>
{
string[] paths = v.Visualize(VisualizerOutputDir + "\\" + translatedWarehouse.FileName + "\\" + targetRecord.ID + "\\" + v.GetType().Name.ToString(),
translatedWarehouse,
targetRecordTranslated);
foreach (string path in paths)
{
visualizationBag.Add(path);
}
});
}
ReportGenerator.GenerateReport(VisualizerOutputDir + "\\" + translatedWarehouse.FileName + "\\" + targetRecord.ID + "\\Report.html",
targetRecord.ID,
classificationStrings.ToArray(),
visualizationBag.ToArray());
Process.Start(VisualizerOutputDir + "\\" + translatedWarehouse.FileName + "\\" + targetRecord.ID + "\\Report.html");
}
private static Dictionary <string, DataRecord> GetAverageClassValues(DataWarehouse WH, DataTranslator Trs)
{
WH = Trs.TranslateWarehouse(WH);
return(GetAverageClassValues(WH));
}
