public void startInference(UDCTree UDCHierarchy, int depth = 0)
{
SubtypeMiner miner = null;
var typesAtDepth = UDCHierarchy.GetAllTypesAtDepth(depth);
foreach (var v in typesAtDepth)
{
UDCTree subTree = new UDCTree(v);
Console.WriteLine("Running Inference for {0} ...", v.Value.MetadataName);
var typeNamesOfDescendants = UDCHierarchy.GetTypeNamesOfDescendants(v);
miner = new SubtypeMiner(new HashSet <string>(typeNamesOfDescendants), _typeRelations, 50);
SubTreeResults res = new SubTreeResults(subTree, miner);
MiningResults.Add(res);
if (miner.NumRelationships == 0)
{
continue;
}
res.computeScores();
try
{
_typeRelations.ToDot("results/" + v.Value.ToDisplayString() + ".dot", _pathProcessor, res.clusteringResult);
writeResultsToDisk(_pathProcessor, res, ResultsDirectory + v.Value.ToDisplayString() + "_result.txt");
}
catch (Exception e)
{
Console.WriteLine("{0}", e.Message);
continue;
}
}
}
public void startTypeSpecificNameFlowInference(UDCTree UDCHierarchy, int depth = 0)
{
var typeLocationDict = UDCHierarchy.getUDTLineSpans();
SubtypeMiner miner = null;
var typesAtDepth = UDCHierarchy.GetAllTypesAtDepth(depth);
foreach (var v in UDCHierarchy.getAllTypes())
{
if (v.Value.Locations.Length == 0 || !v.Value.Locations.All(x => x.IsInSource))
{
continue;
}
UDCTree subTree = new UDCTree(v);
Console.WriteLine("Running Inference for {0} ...", v.Value.MetadataName);
miner = new SubtypeMiner(null, _typeRelations, 50, true, v.Value);
SubTreeResults res = new SubTreeResults(subTree, miner);
try {
MiningResults.Add(res);
if (miner.NumRelationships == 0)
{
continue;
}
res.computeScores();
}
catch (Exception e)
{
Console.WriteLine("{0}", e.Message);
continue;
}
try
{
//_typeRelations.ToDot(ResultsDirectory + v.Value.ToDisplayString() + ".dot", _pathProcessor, res.clusteringResult);
writeResultsToDisk(_pathProcessor, res, ResultsDirectory + v.Value.ToDisplayString() + "_result.txt", miner.GetLineSpanOfType(v.Value));
}
catch (Exception e)
{
Console.WriteLine("{0}", e.Message);
continue;
}
}
}
public void startConsolidatedInference(UDCTree UDCHierarchy, int depth = 0)
{
SubtypeMiner miner = null;
List <string> alltypes = new List <string>();
var typesAtDepth = UDCHierarchy.GetAllTypesAtDepth(depth);
foreach (var v in typesAtDepth)
{
List <string> typeNamesOfDescendants = new List <string>();
Console.WriteLine("Running Inference for {0} ...", v.Value.MetadataName);
try{
typeNamesOfDescendants = UDCHierarchy.GetTypeNamesOfDescendants(v);
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
}
alltypes = alltypes.Concat(typeNamesOfDescendants).ToList();
}
alltypes = randomUniformSample(alltypes);
UDCTree subTree = new UDCTree(typesAtDepth.First());
miner = new SubtypeMiner(new HashSet <string>(alltypes), _typeRelations, 50);
SubTreeResults res = new SubTreeResults(subTree, miner);
MiningResults.Add(res);
if (miner.NumRelationships > 0)
{
res.computeScores();
try
{
//_typeRelations.ToDot(ResultsDirectory + "consolidated.dot", _pathProcessor, res.clusteringResult);
writeResultsToDisk(_pathProcessor, res, ResultsDirectory + "consolidated" + "_result.txt");
}
catch (Exception e)
{
Console.WriteLine("{0}", e.Message);
}
}
}