public void FillQueuesWithObservations() // RECO: think about filling queues during RDF reading
{
int MachineIndex = -1;
Singleton.Writer.WriteResultsOnScreen(Convert.ToString(ObservationGroup.observationGroupNumber + " "));
for (int Index = 0; Index < Singleton.MachineQueues.Count; Index++) // Search for the desired machine among the machines List which this OG belongs to.
{
if (Singleton.MachineQueues[Index].MachineNumber == ObservationGroup.MachineNumber)
{
MachineIndex = Index;
break;
}
}
ObservationsData observationsData = ObservationGroup.observationsData; // get a reference of ObservationsData
for (int i = 0; i < Singleton.MachineQueues[MachineIndex].StatfulProperties.Count; i++) //for (int Property = 0; Property < 120; Property++)
{
int Property = Singleton.MachineQueues[MachineIndex].StatfulProperties[i];
int index = observationsData.ItemSearch(Property, observationsData.ObservedProperties); // search for the index of the property within observedProperties array.
//RECO: CHeck the conditions Again
if ((index != -1) && (Singleton.MachineQueues[MachineIndex].QueuesInfo[Property] != null)) // if we didn't found the index (result index = -1) AND we have Metadata related to this property (QueueInfo)
{
Singleton.MachineQueues[MachineIndex].AddQueuePoint(Property, observationsData.Values[index], ObservationGroup.TimeStamp, ObservationGroup.TimeStampLabel); // push the different observation values(value,timestamp,timestamplabel) into the corresponding property's queue of respective machine.
ExecutionCount++;
start1 = DateTime.Now;
Singleton.MachineQueues[MachineIndex].KmeanInstances[Property].NewEvent();
timeSpan1 = DateTime.Now - start1;
SumOfAllQueriesTime += timeSpan1.TotalMilliseconds;
}
}
}
private void MatchMissingObservations(ObservationsData observationData)
{
for (int i = 0; i < observationData.TempValueLabels.Length; i++)
{
if (observationData.TempValueLabels[i] != int.MinValue)
{
for (int j = 0; j < observationData.Observations.Length; j++)
{
if (ObservationGroup.observationsData.Outputs[j] == ObservationGroup.observationsData.TempOutputs[i])
{
ObservationGroup.observationsData.Values[j] = ObservationGroup.observationsData.TempValues[i];
break;
}
}
}
}
}