public void Execute()
{
InitializationStarted?.Invoke(this, null);
var graph = CreateClusteringGraph();
var ilouvain = new ILouvain(graph, _clusteringAttributes);
ilouvain.DataUpdateEvent += (s, e) => RunDataUpdate?.Invoke(this, e);
InitializationFinished?.Invoke(this, null);
ClusteringStarted?.Invoke(this, null);
ilouvain.Execute();
ClusteringFinished?.Invoke(this, null);
DistributingStarted?.Invoke(this, null);
List <UserSuspicion> userSuspicionLevel = CreateUserSuspicionLevels(ilouvain.ILouvainExecutionResult);
DistributingFinished?.Invoke(this, null);
LatestRunResults = new AlgorithmResultsEventArgs()
{
Partition = ilouvain.ILouvainExecutionResult,
UsersSuspicionLevel = userSuspicionLevel,
AttributesRarityMeasurement = _attributesRarityMeasurement,
ClusteringAttributes = _clusteringAttributes,
DistributionAttributes = _distributionAttributes
};
}
private void Initialize()
{
if (_isInitialized)
{
return;
}
InitializationStarted?.Invoke(this, EventArgs.Empty);
using (var com = new ComObjectManager())
{
var outlook = com.Get(() => new OutlookApplication());
var session = com.Get(() => outlook.Session);
var globalAddressList = com.Get(() => session.GetGlobalAddressList());
var addressEntries = com.Get(() => globalAddressList.AddressEntries);
var people = new List <Person>(3000);
people.AddRange(addressEntries
.Cast <AddressEntry>()
.Select(ae => com.Get(() => ae))
.Select(ae => GetPerson(com, ae))
.Where(p => p != null));
foreach (var group in people.GroupBy(p => p.LastName))
{
PeopleByLastName.Add(group.Key, group.ToList());
}
foreach (var group in people.GroupBy(p => p.EmailAddress))
{
PeopleByEmailAddress.Add(group.Key, group.ToList());
}
}
InitializationCompleted?.Invoke(this, EventArgs.Empty);
_isInitialized = true;
}