public Cleansing()
{
CommonAndstopWords = LoadStopWords(commonAndStopWordFile);
_BagOfWords = BagOfWords.GetBagOfWords;
_wordsUserList = WordsUserList.GetWordList;
_usersWordList = UsersWordList.GetUserList;
}
public Cleansing(string filePath)
{
CommonAndstopWords = LoadStopWords(filePath);
_BagOfWords = BagOfWords.GetBagOfWords;
_wordsUserList = WordsUserList.GetWordList;
_usersWordList = UsersWordList.GetUserList;
}
public static bool WriteUserTweetDistribution(UsersWordList userList, string fileName)
{
long count = 0;
try
{
//string path = Path.GetDirectoryName(Path.GetDirectoryName(Path.GetDirectoryName(Directory.GetCurrentDirectory()))) +
// "\\" + _Util.CreateFolderPath();
string path = commonPath + "\\" + _Util.CreateFolderPath();
if (!Directory.Exists(path))
{
Directory.CreateDirectory(path);
}
var fileStream = new FileStream(path + "\\" + fileName, FileMode.Create, FileAccess.Write);
//string dataSet = SortByTweetDateTime(richTextBox1.Text);
UserInfo user;
lock (_Util.Locker)
{
_Util.totalIterations = userList.Count;
_Util.functionNameForProgressMsg = "WriteUserTweetDistribution";
}
using (StreamWriter streamWriter = new StreamWriter(fileStream, Encoding.UTF8))
{
streamWriter.WriteLine("User Name,Total Tweets, Unique Words");
foreach (string userName in userList.GetKeys())
{
user = userList.GetUser(userName);
streamWriter.WriteLine(userName + "," + user.TotalTweets.ToString() + "," + user.GetTotalUniqueWords.ToString());
lock (_Util.Locker)
{
_Util.completedIterations = ++count;
}
}
}
//streamWriter.Close();
return(true);
}
catch (Exception ex)
{
return(false);
}
}
private void Process()
{
/////////////////////////////////////////////////////////////////////////////////
///// CHANGE ALL THE CONDITIONS FROM CHECK BOXES TO CONFIGURATION OBJECT ////////
/////////////////////////////////////////////////////////////////////////////////
try
{
Extractor dataExtractor = new Extractor(_config);
lock (_Util.Locker)
{
p.Activity = 7;
p.Message = 0;
}
dataExtractor.Extract();
UsersWordList userList = UsersWordList.GetUserList;
WordsUserList wordList = WordsUserList.GetWordList;
bool success = false;
// temporary condition, just to check if DHG writer is working fine, because I need to execute code again n again
if (!chkDHGWriter.Checked)
{
lock (_Util.Locker)
{
p.Activity = 5;
p.Message = 2;
}
int testing = 0;
// UPDATE ACTIVITIES FOR WRITING FILES AND MESSAGES
string fileName = "WordDistribution.csv";
success = _Util.WriteWordDistributionToCSV(BagOfWords.GetBagOfWords._TweetWords, fileName);
lock (_Util.Locker)
{
p.Activity = 5;
p.Message = 6;
}
fileName = "UserTweetDistribution.csv";
success = _Util.WriteUserTweetDistribution(userList, fileName);
lock (_Util.Locker)
{
p.Activity = 5;
p.Message = 7;
}
fileName = "WordTweetUserDistribution.csv";
success = _Util.WriteWordTweetUserDistribution(wordList, fileName);
}
List <int> test = new List <int>();
lock (_Util.Locker)
{
p.Activity = 2;
p.Message = 2;
}
// following code will execute only if experiment is run on dirty dataset
// other wise it will save alot of time
if (!chkCleanedData.Checked)
{
string str = txtDataSetFilePath.Text.Trim();
int lastIndex = str.LastIndexOf(@"\");
if (chkDuplicate.Checked)
{
dataExtractor.RemoveDuplicateTweetsUsingIndexFile(txtDuplicateTweetIndexFile.Text);
}
else
{
dataExtractor.RemoveDuplicateTweet();
lock (_Util.Locker)
{
p.Activity = 5;
p.Message = 4;
}
success = dataExtractor.CreateCSVForRemovedTweets("RemovedTweets.csv", str.Substring(lastIndex + 1, str.Length - lastIndex - 1));
if (!success)
{
int dummyvar = 0;
}
}
lock (_Util.Locker)
{
p.Activity = 4;
p.Message = 1;
}
if (chkReverse.Checked)
{
dataExtractor.CleanedData.Reverse();
}
lock (_Util.Locker)
{
p.Activity = 4;
p.Message = 2;
}
success = _Util.WriteToFile(dataExtractor.CleanedData, false, str.Substring(lastIndex + 1, str.Length - lastIndex - 1));
if (!success)
{
int dummyVar = 0;
}
} // end of clean data condidtion i.e. !chkCleanedData
lock (_Util.Locker)
{
p.Activity = 1;
p.Message = 3;
}
if (!dataExtractor.CreateTimeSeriesNetwork())
{
int dummyVar = 0;
}
lock (_Util.Locker)
{
p.Activity = 5;
p.Message = 10;
}
if (!dataExtractor.CreateNetworkNodeFrequencyDistribution("Node_distribution.csv"))
{
int dummyVar = 0;
}
lock (_Util.Locker)
{
p.Activity = 1;
p.Message = 0;
}
dataExtractor.CalculateWindowsDifferences();
lock (_Util.Locker)
{
p.Activity = 1;
p.Message = 4;
}
#region " This is temp region "
#endregion
dataExtractor.CalculateDegreeCentralityInDifferenceGraph();
// temporary condition, just to check if DHG writer is working fine, because I need to execute code again n again
if (!chkDHGWriter.Checked)
{
lock (_Util.Locker)
{
p.Activity = 5;
p.Message = 3;
}
success = dataExtractor.CreateCentralityScoreCSV("Degree_Centrality_Scores.csv");
if (!success)
{
int dummyVar = 0;
}
lock (_Util.Locker)
{
p.Activity = 5;
p.Message = 8;
}
success = dataExtractor.CreateSlidingWindowsFeaturesCSV("Sliding_Windows_Features.csv");
if (!success)
{
int dummyVar = 0;
}
lock (_Util.Locker)
{
p.Activity = 5;
p.Message = 5;
}
success = dataExtractor.CreateUserInfoInEachSlidingWindowCSV("UserInfoInEachSlidingWindow.csv");
if (!success)
{
int dummyVar = 0;
}
}
if (_config.IsDHGWriterOn)
{
lock (_Util.Locker)
{
p.Activity = 5;
p.Message = 9;
}
success = dataExtractor.CreateGraphVisualizationCSV(_heartBeatGraphs);
if (!success)
{
int dummyVar = 0;
}
}
lock (_Util.Locker)
{
p.Activity = 6;
p.Message = 0;
}
//ProgressTimer.Enabled = false;
if (!success)
{
MessageBox.Show("Unable to write file for degree centralities");
}
else
{
MessageBox.Show("Successfully wrote file for degree centralities");
}
int dummy = 0;
}
catch (Exception ex)
{
MessageBox.Show("Exception: " + ex.ToString() + "\n" + "Inner Exception: " + ex.InnerException.ToString() + "\n" + "Trace: " + ex.StackTrace);
}
//GC.Collect();
}