public void CalculateCumulativeProbabilityDistribution(CaptureState captureState)
{
// Note: cumulative histogram intervals must have previously been calculated in order to calculate cumulative probabilities
//SortedDictionary<int, decimal> _CumulativeMarkedProbabilities = new SortedDictionary<int, decimal>();
//SortedDictionary<int, decimal> _CumulativeUnmarkedProbabilities = new SortedDictionary<int, decimal>();
//_CumulativeMarkedProbabilities = new CalculateProbability(batchIntervals).GetProbabilityByPacketRange(_TrimZeroPacketIntervals, histogramBinSize);
// Get the batch intervals
BindingList<BatchIntervalMarked> unmarkedBatchIntervals = new BindingList<BatchIntervalMarked>();
BindingList<BatchIntervalMarked> markedBatchIntervals = new BindingList<BatchIntervalMarked>();
BindingList<CumulativeProbabilityDistribution> distribution = new BindingList<CumulativeProbabilityDistribution>();
//CumulativeProbabilityDistributionData cumProbDistData = new CumulativeProbabilityDistributionData();
using (var uow = new UnitOfWorkCumulativeProbability())
{
//using (var cpdRepository = new CumulativeProbabilityDistributionRepository(new UnitOfWorkCumulativeProbability()))
using (var cpdRepository = new CumulativeProbabilityDistributionRepository(uow))
{
//// Delete any existing cumulative probability distribution data for the captureState
//cumProbDistData.DeleteCumulativeProbabilityDistribution(captureState);
cpdRepository.DeleteBatch(captureState);
// Add the newly calculated cumulative probability distribution
switch (captureState)
{
case CaptureState.Marked:
if (_CumulativeMarkedProbabilities != null)
{
SortedDictionary<int, decimal> markedProbabilities = new CalculateProbability(markedBatchIntervals).GetCumulativeProbabilityDistribution(_CumulativeMarkedProbabilities);
// Convert to CumulativeProbabilityDistribution type
foreach (KeyValuePair<int, decimal> item in markedProbabilities)
{
CumulativeProbabilityDistribution cpd = new CumulativeProbabilityDistribution();
cpd.CaptureState = (int)CaptureState.Marked;
cpd.Interval = item.Key;
cpd.Probability = Math.Round(item.Value, 10);
//distribution.Add(cpd);
cpdRepository.InsertOrUpdate(cpd);
uow.Save();
}
}
//// Save to database
//cumProbDistData.InsertCumulativeProbabilityDistribution(distribution);
break;
case CaptureState.Unmarked:
if (_CumulativeUnmarkedProbabilities != null)
{
SortedDictionary<int, decimal> unmarkedProbabilities = new CalculateProbability(unmarkedBatchIntervals).GetCumulativeProbabilityDistribution(_CumulativeUnmarkedProbabilities);
// Convert to CumulativeProbabilityDistribution type
foreach (KeyValuePair<int, decimal> item in unmarkedProbabilities)
{
CumulativeProbabilityDistribution cpd = new CumulativeProbabilityDistribution();
cpd.CaptureState = (int)CaptureState.Unmarked;
cpd.Interval = item.Key;
//cpd.Probability = Convert.ToDecimal(String.Format("{0,10}", item.Value.ToString("D")));
cpd.Probability = Math.Round(item.Value, 10);
//distribution.Add(cpd);
cpdRepository.InsertOrUpdate(cpd);
uow.Save();
}
}
//// Save to database
//cumProbDistData.InsertCumulativeProbabilityDistribution(distribution);
break;
}
}
}
}
public BindingList<CumulativeProbabilityDistribution> GetCumulativeProbabilityDistributionData(CaptureState captureState)
{
BindingList<CumulativeProbabilityDistribution> distribution = new BindingList<CumulativeProbabilityDistribution>();
//CumulativeProbabilityDistributionData cpdd = new CumulativeProbabilityDistributionData();
//distribution = cpdd.GetCumulativeProbabilityDistribution(captureState);
using (var cpdRepository = new CumulativeProbabilityDistributionRepository(new UnitOfWorkCumulativeProbability()))
{
//foreach(CumulativeProbabilityDistribution cpd in cpdRepository.All.ToList())
foreach (var cpd in cpdRepository.All.Where(c => c.CaptureState == (captureState == CaptureState.Marked ? 1 : 0) ).ToList())
{
distribution.Add(cpd);
}
}
return distribution;
}