private static void TimelessDenStreamTest()
{
var filePath = $"{Environment.CurrentDirectory}/Data/Synthesis/DataSteamGenerator/data.synthetic.json";
var dataStream = ContinuousDataReader.ReadSyntheticEuclidean(filePath);
var denStream = new TimelessDenStream <EuclideanPoint>(
Similarity.EuclideanDistance,
Similarity.EuclideanDistance);
var terminate = denStream.MaintainClusterMap();
foreach (var p in dataStream)
{
denStream.Add(p);
}
Thread.Sleep(2000);
foreach (var p in dataStream.TakeLast(110))
{
denStream.Remove(p);
}
var clusters = denStream.Cluster();
terminate();
Console.WriteLine(clusters.Pretty());
Console.WriteLine(clusters.Length);
}
public ActionResult RemoveDataPoint(Streamer streamer)
{
try
{
_denStream.Remove(streamer);
return(Ok());
}
catch (Exception e)
{
if (_env.IsDevelopment() || TEST_ENV)
{
return(NotFound(e.Message));
}
return(NotFound());
}
}
