private void TestGrpClassUtilityGrouping()
{
try
{
GrpClassUtility _grpClassUtility = new GrpClassUtility(this.connectionString, this.timeoutInSecondsBD, numberSubprocess, numberSubprocess);
string _taskName = "EXPERIMENT_1";
Return<Training> _answerGetTrainingActive = _grpClassUtility.GetTrainingActive(_taskName, Grp_ClassCommon.TRAINING_TYPE_GROUPING);
if (_answerGetTrainingActive.theresError)
ShowMessage(_answerGetTrainingActive.error.ToString());
else
if (_answerGetTrainingActive.data == null)
ShowMessage("We could not find any training");
else
{
Return<List<List<BlatellaGroup>>> _answerGroup = _grpClassUtility.Group(_taskName, _answerGetTrainingActive.data);
if (_answerGroup.theresError)
ShowMessage(_answerGroup.error.ToString());
else
{
foreach (List<BlatellaGroup> _clustering in _answerGroup.data)
{
string _clusteringDirectory = Path.Combine(iNfolder, string.Format("clustering_{0}", Convert.ToString(_answerGroup.data.IndexOf(_clustering))));
if (Directory.Exists(_clusteringDirectory))
Directory.Delete(_clusteringDirectory, true);
Directory.CreateDirectory(_clusteringDirectory);
foreach (BlatellaGroup _cluster in _clustering)
{
string _clusterDirectoryName = string.Join("_", _cluster.entities.Cast<Document>().Select(d => Convert.ToString(d.id)));
string _clusterDirectory = Path.Combine(_clusteringDirectory, _clusterDirectoryName);
Directory.CreateDirectory(_clusterDirectory);
foreach (Document _document in _cluster.entities.Cast<Document>())
{
XmlDocument _documentoXml = new XmlDocument();
_documentoXml.LoadXml(_document.information);
string _sourceFileName = _documentoXml.FirstChild.InnerText;
string _destFile = Path.GetFileName(_sourceFileName);
string _destFileName = Path.Combine(_clusterDirectory, _destFile);
File.Copy(_sourceFileName, _destFileName);
}
}
}
ShowMessage("process finished");
}
}
}
catch (Exception _ex)
{
ShowMessage(_ex.Message);
}
}
private void TestGrpClassUtilityCreateVectorSpaceModel()
{
try
{
Dictionary<string, string> _stopWords = new Dictionary<string, string>();
_stopWords.Add("es-ES", @"stop_words_es.txt");
_stopWords.Add("ca-ES", @"stop_words_ca.txt");
_stopWords.Add("en-US", @"stop_words_en.txt");
GrpClassUtility _grpClassUtility = new GrpClassUtility(this.connectionString, this.timeoutInSecondsBD, numberSubprocess, numberSubprocess, _stopWords);
string _taskName = "EXPERIMENT_1";
Return<Training> _answerGetTrainingInConstruction = _grpClassUtility.GetTrainingInConstruction(_taskName, Grp_ClassCommon.TRAINING_TYPE_GROUPING);
if (_answerGetTrainingInConstruction.theresError)
ShowMessage(_answerGetTrainingInConstruction.error.ToString());
else
if (_answerGetTrainingInConstruction.data == null)
ShowMessage("We could not find any training");
else
{
Return<List<InfoGrp_Class>> _answerGetInfos = GetInfos();
if (_answerGetInfos.theresError)
ShowMessage(_answerGetInfos.error.ToString());
else
if (!_answerGetInfos.data.Any())
ShowMessage("No infos");
else
{//we have infos
int sizePartition = 50;
Return<object> _answerCreateVectorSpaceModel = _grpClassUtility.CreateVectorSpaceModel(_answerGetInfos.data, _taskName, _answerGetTrainingInConstruction.data, sizePartition);
if (_answerCreateVectorSpaceModel.theresError)
ShowMessage(_answerCreateVectorSpaceModel.error.ToString());
else
ShowMessage("process finished");
}//we have infos
/*
_answerGetTrainingInConstruction.data.stateTraining = Grp_ClassCommon.TRAINING_STATE_ACTIVE;
Return<int> _answerUpdateTraining = _grpClassUtility.UpdateTraining(_answerGetTrainingInConstruction.data);
*/
}
}
catch (Exception _ex)
{
ShowMessage(_ex.Message);
}
}