public Ensemble(List <List <Line> > pAllLines, double pReliabilityThreshold)
{
reliabilityThreshold = pReliabilityThreshold;
EnsembleSize = pAllLines.Count;
var largestTestCases = pAllLines.MaxBy(t => t.Count).First();
for (int i = 0; i < largestTestCases.Count; i++)
{
// get all line objects from each model with process instance id i
List <Line> processInstanceLines = new List <Line>();
for (int j = 0; j < pAllLines.Count; j++)
{
if (Program.TestCasesCount == -1 || pAllLines[j].Count == Program.TestCasesCount)
{
//if either -1 is defined or number equals target size, continue
processInstanceLines.Add(pAllLines[j][i]);
}
else
{
//if incomplete dataset is found, ignore the file in ensemble creation; notify error
if (!pAllLines[j].Any())
{
Logger.AddErrorMessage($"empty model found in {largestTestCases[0].FullPathToFile} at fileindex {j}");
}
else
{
Logger.AddErrorMessage($"incomplete result set found in {pAllLines[j][i].FullPathToFile}. Expected {largestTestCases.Count} but found {pAllLines[j].Count}");
}
}
}
EnsembleLines.Add(new EnsembleLine(processInstanceLines, this));
}
}
public double GetReliabilityForBucket(double pBucketLevel, double pBucketGranularity)
{
var lines = EnsembleLines.Where(line => line.Completion >= pBucketLevel * pBucketGranularity && line.Completion < (pBucketLevel + 1) * pBucketGranularity);
if (lines.Any())
{
return(lines.Average(t => t.Reliability));
}
else
{
return(0);
}
}
public List <double> GetReliabilitiesForBucket(double pBucketLevel, double pBucketGranularity)
{
return(EnsembleLines.Where(line => line.Completion >= pBucketLevel * pBucketGranularity && line.Completion < (pBucketLevel + 1) * pBucketGranularity).Select(t => t.Reliability).ToList());
}
