private void Load(List <string> fileNames)
{
this.Total = fileNames.Count;
FilesLoaded = new List <string>();
foreach (string fileName in fileNames)
{
try {
if (this._isCancelationPending == true)
{
break;
}
++this.Current;
this.KeyCode = GetKeyCode(fileName);
Trace trace = new Trace(this.KeyCode);
trace.ClassificationActual = ActualClassificationFactory.Create(fileName);
trace.ClassificationPredicted = PredictedClassificationFactory.Create(fileName);
trace.Adopt(Adopter);
trace.Load();
Add(trace);
TraceAggregate.Load(trace);
FilesLoaded.Add(fileName);
} catch (Exception ex) {
if (ex.Message.Contains(TwEnvironment.TwExemplars))
{
string message = "This classifier requires the file " + TwEnvironment.TwExemplars + ", which is not installed by default due to its size.";
message += " (" + ex.Message + ")";
MessageBox.Show(message);
return;
}
else
{
throw new Exception(ex.Message + " KeyCode = " + this.KeyCode);
}
}
}
TraceAggregate.CalculateConfusionMatrix();
}
public IEnumerable <TraceAggregate> GroupByGrainAndSilo()
{
return(history.GroupBy(x => (x.Grain, x.SiloAddress)).Select(group => {
var result = new TraceAggregate
{
SiloAddress = group.Key.SiloAddress,
Grain = group.Key.Grain
};
foreach (var record in group)
{
result.Count += record.Count;
result.ExceptionCount += record.ExceptionCount;
result.ElapsedTime += record.ElapsedTime;
}
return result;
}));
}
