private void LabelTopic_DoWork(object sender, DoWorkEventArgs e)
{
if (!Directory.Exists(FileMg.AutoTopicLabelFileDir))
{
Directory.CreateDirectory(FileMg.AutoTopicLabelFileDir);
}
int minmumTopicNumber = PrepareTopicFile.GetMinimumTopicNumber();
int maxIteration = Int32.Parse(Configures.GetAutoWizardMaxIteration());
if (minmumTopicNumber != -1)
{
string summaryFilePath = FileMg.AutoTmtOutputFileDir + string.Format(Constants.TmtOutputSummaryFilePathTemp, maxIteration.ToString("D5"));
string topicTermFilePath = FileMg.AutoTopicLabelFileDir + Constants.TopicTermFileName;
PrepareTopicFile.Execute(summaryFilePath, topicTermFilePath);
JNSPToolMg.RunJNSPTool();
string jnspOutputFileName = FileMg.AutoJNSPDataFileDir + Constants.JnspOptionCNTFileName + Constants.JnspOptionWindowNumber + ".cnt";
KDDLabel kddLabel = new KDDLabel(jnspOutputFileName, topicTermFilePath, summaryFilePath, FileMg.AutoTopicLabelFileDir + Constants.TopicLabelFileName);
kddLabel.GenerateTopicLabel();
TopicSim.CalTopicSimilarity(topicTermFilePath, FileMg.AutoTopicLabelFileDir + Constants.TopicSimilarityFileName);
RToolMg.RunRTool();
}
}
private static bool LabelTopic(BackgroundWorker backgroundWorker)
{
OutputMg.OutputHeader1(backgroundWorker, "Step 4", "Label Topic");
/* 0. Create file directory */
if (!Directory.Exists(FileMg.AutoTopicLabelFileDir))
{
Directory.CreateDirectory(FileMg.AutoTopicLabelFileDir);
}
/* 1. Get minimum topic number */
OutputMg.OutputContent(backgroundWorker, "Getting minimum topic number.");
int minmumTopicNumber = PrepareTopicFile.GetMinimumTopicNumber();
int maxIteration = Int32.Parse(Configures.GetAutoWizardMaxIteration());
if (minmumTopicNumber == -1)
{
OutputMg.OutputContent(backgroundWorker, "Failed to get minimum topic number. Please check whether you run TMT successfully.");
return(false);
}
/* 2. Run TMT */
OutputMg.OutputContent(backgroundWorker, "Minimum topic number is " + minmumTopicNumber);
string summaryFilePath = FileMg.AutoTmtOutputFileDir + string.Format(Constants.TmtOutputSummaryFilePathTemp, maxIteration.ToString("D5"));
string topicTermFilePath = FileMg.AutoTopicLabelFileDir + Constants.TopicTermFileName;
OutputMg.OutputContent(backgroundWorker, "Start to generate topic terms file.");
PrepareTopicFile.Execute(summaryFilePath, topicTermFilePath);
//LabelDomainTopic.Execute(Constants.DefaultSourceFileDir, Constants.TopicLabelFileDir + Constants.TopicTermFileName, summaryFilePath, Constants.TopicLabelFileDir + Constants.TopicLabelFileName);
if (!File.Exists(topicTermFilePath))
{
OutputMg.OutputContent(backgroundWorker, "Failed to generate topic terms file.");
return(false);
}
OutputMg.OutputContent(backgroundWorker, "Finished generating topic terms file.");
/* 3. Run JNSP */
OutputMg.OutputContent(backgroundWorker, "Start to run JNSP tool.");
if (!Directory.Exists(FileMg.AutoJNSPDataFileDir))
{
Directory.CreateDirectory(FileMg.AutoJNSPDataFileDir);
}
JNSPToolMg.RunJNSPTool();
string jnspOutputFileName = FileMg.AutoJNSPDataFileDir + Constants.JnspOptionCNTFileName + Constants.JnspOptionWindowNumber + ".cnt";
if (!File.Exists(jnspOutputFileName))
{
OutputMg.OutputContent(backgroundWorker, "Failed to run JNSP tool.");
return(false);
}
OutputMg.OutputContent(backgroundWorker, "Finished running JNSP tool.");
/* 4. Label topic */
OutputMg.OutputContent(backgroundWorker, "Start to label topic.");
KDDLabel kddLabel = new KDDLabel(jnspOutputFileName, topicTermFilePath, summaryFilePath, FileMg.AutoTopicLabelFileDir + Constants.TopicLabelFileName);
kddLabel.GenerateTopicLabel();
if (!File.Exists(FileMg.AutoTopicLabelFileDir + Constants.TopicLabelFileName))
{
OutputMg.OutputContent(backgroundWorker, "Failed to label topic.");
return(false);
}
OutputMg.OutputContent(backgroundWorker, "Finished labeling topic");
/* 5. Generate Similarity */
OutputMg.OutputContent(backgroundWorker, "Start to generate topic similarity.");
TopicSim.CalTopicSimilarity(topicTermFilePath, FileMg.AutoTopicLabelFileDir + Constants.TopicSimilarityFileName);
if (!File.Exists(FileMg.AutoTopicLabelFileDir + Constants.TopicLabelFileName))
{
OutputMg.OutputContent(backgroundWorker, "Failed to generate topic similarity.");
return(false);
}
OutputMg.OutputContent(backgroundWorker, "Finished generating topic similarity");
/* 6. Running R Tool */
OutputMg.OutputContent(backgroundWorker, "Start to generate BiTree with R tool.");
RToolMg.RunRTool();
if (!File.Exists(FileMg.AutoRDataFileDir + Constants.ROutputFileName))
{
OutputMg.OutputContent(backgroundWorker, "Failed to generate BiTree with R tool. Please make sure you have setup R tool.");
return(false);
}
OutputMg.OutputContent(backgroundWorker, "Finished generating BiTree with R tool");
return(true);
}
