TEST(TStr, Search) {
TStr Str = "abcdaaba";
int Len = Str.Len();
EXPECT_EQ(Str.CountCh('a'), 4);
EXPECT_EQ(Str.CountCh('b'), 2);
EXPECT_EQ(Str.CountCh('e'), 0);
EXPECT_TRUE(Str.IsChIn('a'));
EXPECT_TRUE(Str.IsChIn('b'));
EXPECT_FALSE(Str.IsChIn('e'));
EXPECT_TRUE(Str.IsStrIn(Str));
EXPECT_TRUE(Str.IsStrIn(""));
EXPECT_TRUE(Str.IsStrIn("bcd"));
EXPECT_TRUE(Str.IsStrIn("ab"));
EXPECT_FALSE(Str.IsStrIn("eba"));
EXPECT_EQ(Str.CountCh('a', 1), 3);
EXPECT_ANY_THROW(Str.CountCh('a', 10));
EXPECT_EQ(Str.CountCh('b', 2), 1);
EXPECT_EQ(Str.CountCh('e', 1), 0);
EXPECT_EQ(Str.SearchCh('a'), 0);
EXPECT_EQ(Str.SearchCh('b'), 1);
EXPECT_EQ(Str.SearchCh('e'), -1);
EXPECT_EQ(Str.SearchCh('a', 1), 4);
EXPECT_EQ(Str.SearchCh('b', 2), 6);
EXPECT_EQ(Str.SearchCh('e', 1), -1);
EXPECT_EQ(Str.SearchChBack('a'), Len - 1);
EXPECT_EQ(Str.SearchChBack('b'), Len - 2);
EXPECT_EQ(Str.SearchChBack('e'), -1);
EXPECT_EQ(Str.SearchChBack('a', Len - 2), Len - 3);
EXPECT_EQ(Str.SearchChBack('b', Len - 3), 1);;
EXPECT_EQ(Str.SearchChBack('e', 3), -1);
EXPECT_EQ(Str.SearchStr("a"), 0);
EXPECT_EQ(Str.SearchStr("b"), 1);
EXPECT_EQ(Str.SearchStr("e"), -1);
EXPECT_EQ(Str.SearchStr(""), 0);
EXPECT_EQ(Str.SearchStr("a", 1), 4);
EXPECT_EQ(Str.SearchStr("b", 2), 6);
EXPECT_EQ(Str.SearchStr("e", 1), -1);
}
// copy files for a particular folder info
void TBackupProfile::CopyFolder(const TStr& BaseTargetFolder, const TStr& SourceFolder, const TStrV& Extensions, const TStrV& SkipIfContainingV, const bool& IncludeSubfolders, const bool& ReportP, TStr& ErrMsg)
{
try {
// get the name of the source folder
TStrV PathV; TDir::SplitPath(SourceFolder, PathV);
EAssert(PathV.Len() > 0);
// create the folder in the base target folder
TStr TargetFolder = BaseTargetFolder + PathV[PathV.Len() - 1] + "/";
if (!TDir::Exists(TargetFolder))
TDir::GenDir(TargetFolder);
// find files to be copied
TStrV FileV;
TFFile::GetFNmV(SourceFolder, Extensions, false, FileV);
TStrV FolderV;
// copy them
for (int N = 0; N < FileV.Len(); N++) {
// we found a file
if (TFile::Exists(FileV[N])) {
const TStr FileName = TDir::GetFileName(FileV[N]);
// is this a file that we wish to ignore?
bool ShouldCopy = true;
for (int S = 0; S < SkipIfContainingV.Len(); S++) {
if (FileName.SearchStr(SkipIfContainingV[S]) >= 0)
ShouldCopy = false;
}
if (!ShouldCopy)
continue;
const TStr TargetFNm = TargetFolder + FileName;
if (ReportP)
TNotify::StdNotify->OnStatusFmt("Copying file: %s\r", FileName.CStr());
TFile::Copy(FileV[N], TargetFNm);
}
// we found a folder
else {
FolderV.Add(FileV[N]);
}
}
if (IncludeSubfolders) {
for (int N = 0; N < FolderV.Len(); N++)
CopyFolder(TargetFolder, FolderV[N], Extensions, SkipIfContainingV, IncludeSubfolders, ReportP, ErrMsg);
}
}
catch (PExcept E) {
if (ErrMsg != "")
ErrMsg += "\n";
ErrMsg += "Exception while copying from " + SourceFolder + ": " + E->GetMsgStr();
}
catch (...) {
if (ErrMsg != "")
ErrMsg += "\n";
ErrMsg += "Exception while copying from " + SourceFolder + ": " + "Unrecognized exception occured.";
}
}
int Intersect1(TUNGraph::TNodeI Node, TStr NNodes){
int br = 0;
for (int i = 0; i<Node.GetDeg(); i++)
{
TInt digi = Node.GetNbrNId(i);
TStr buf = "";
buf = digi.GetStr();
if (NNodes.SearchStr(buf.CStr()) != -1)
br++;
}
TInt digi = Node.GetId();
TStr buf = digi.GetStr();
if (NNodes.SearchStr(buf.CStr()) != -1)
br++;
return br;
}
inline TStr getWebsite(TStr fulladdress)
{
TStr left,right,tmp,res;
if(fulladdress.SearchStr(TStr("http"),0)>=0)
{
fulladdress.SplitOnStr(left,TStr("//"),right);
right.SplitOnCh(res,'/',tmp);
}
else
{
fulladdress.SplitOnCh(res,'/',tmp);
}
return res;
}
void TVizMapContext::PaintMgGlass(PGks Gks, const int& KeyWdFontSize) {
// drawing the dark circle
TFltRect ZoomRect = GetZoomRect();
int SizeX = TFlt::Round((MgGlassSize/ZoomRect.GetXLen()) * Gks->GetWidth());
int SizeY = TFlt::Round((MgGlassSize/ZoomRect.GetYLen()) * Gks->GetHeight());
Gks->SetBrush(TGksBrush::New(ColorMgGlass));
Gks->FillEllipse(ScreenX-SizeX, ScreenY-SizeY, ScreenX+SizeX, ScreenY+SizeY);
// drawing the keywords
if (MgGlassKeyWdV.Len() > 0) {
// prepare the string
Gks->SetFont(TGksFont::New("ARIAL", KeyWdFontSize, TGksColor::GetBlack(), TFSet()|gfsBold));
TStr KeyWdStr = Gks->BreakTxt(MgGlassKeyWdV, ", ", ",", MgGlassWindowWidth);
TStr NearPointStr;
if (NearPointN != -1) {
PVizMapPoint NearPoint = VizMapFrame->GetPoint(NearPointN);
if (NearPoint->IsPointNm()) {
TStr NearPointNm = NearPoint->GetPointNm();
if (NearPointNm.IsStrIn("[[")) {
const int StartPos = NearPointNm.SearchStr("[[");
NearPointNm = NearPointNm.Left(StartPos - 1);
}
NearPointStr = Gks->BreakTxt(NearPointNm,
" ", "", MgGlassWindowWidth, 1);
NearPointStr.DelChAll('\n');
NearPointStr += "\n";
}
}
TStr DocCountStr = "#documents = " + MgGlassPoints.GetStr() + "\n";
// compose the final message
KeyWdStr = NearPointStr + DocCountStr + KeyWdStr;
// find position of the window
int WndWidth = Gks->GetTxtWidth(KeyWdStr) + 6;
int WndHeight = Gks->GetTxtHeight(KeyWdStr) + 6;
int PosX = ScreenX + 20, PosY = ScreenY + 20;
if (PosX + WndWidth > Gks->GetWidth()) {
PosX = ScreenX - 20 - WndWidth; }
if (PosY + WndHeight > Gks->GetHeight()) {
PosY = ScreenY - 20 - WndHeight; }
// draw the keyword string
Gks->SetBrush(TGksBrush::New(ColorMgGlassWndShadow));
Gks->FillRect(PosX + 5, PosY + 5,
PosX + WndWidth + 5, PosY + WndHeight + 5);
Gks->SetBrush(TGksBrush::New(ColorMgGlassWnd));
Gks->SetPen(TGksPen::New(ColorMgGlassWndFrm));
Gks->Rectangle(PosX, PosY,
PosX + WndWidth, PosY + WndHeight);
Gks->PutTxt(KeyWdStr, PosX+3, PosY+3);
}
}
TFltRect TVizMapContext::PaintPointNm(PGks Gks, PVizMapPoint Point, const int& X,
const int& Y, const int& PointFontSize, const int& PointNmFontScale,
const bool& SelPointP, const bool& IsCatP) {
// get and clean point name
TStr PointNm = Point->GetPointNm();
PointNm.ChangeChAll('_', ' ');
if (PointNm.IsStrIn("[[")) {
const int StartPos = PointNm.SearchStr("[[");
PointNm = PointNm.Left(StartPos - 1);
}
// set font
TGksColor FontColor = SelPointP ? ColorSelPointFont : ColorPointFont;
const int FontSize = PointFontSize + TFlt::Round(Point->GetWgt()*PointNmFontScale);
//TFSet FontStyle = IsCatP ? (TFSet() | gfsBold) : TFSet();
//Gks->SetFont(TGksFont::New("ARIAL", FontSize, FontColor, FontStyle));
Gks->SetFont(TGksFont::New("ARIAL", FontSize, FontColor));
// refit it for the screen
TStr ScreenPointNm = Gks->BreakTxt(PointNm, " ", "", PointNmWidth, PointNmMxLines);
// calculate string position on the screen
const int HalfTxtWidth = Gks->GetTxtWidth(ScreenPointNm) / 2;
const int HalfTxtHeight = Gks->GetTxtHeight(ScreenPointNm) / 2;
// draw it!
const int MnX = X - HalfTxtWidth;
int CurrY = Y - HalfTxtHeight;
TStrV LineV; ScreenPointNm.SplitOnAllCh('\n', LineV);
for (int LineN = 0; LineN < LineV.Len(); LineN++) {
const int HalfLineWidth = Gks->GetTxtWidth(LineV[LineN]) / 2;
const int LineHeight = Gks->GetTxtHeight(LineV[LineN]);
Gks->PutTxt(LineV[LineN], MnX + (HalfTxtWidth - HalfLineWidth), CurrY);
CurrY += LineHeight-3;
}
// finish
return TFltRect(X - HalfTxtWidth, Y - HalfTxtHeight,
X + HalfTxtWidth, Y + HalfTxtHeight - LineV.Len()*3);
}
void BigMain(int argc, char* argv[]) {
TExeTm ExeTm;
Env = TEnv(argc, argv, TNotify::StdNotify);
Env.PrepArgs("QuotesApp");
const TStr ToDo = Env.GetIfArgPrefixStr("-do:", "", "To do").GetLc();
if (Env.IsEndOfRun()) {
printf("To do:\n");
printf(" MkDataset : Make memes dataset (extract quotes and save txt)\n");
printf(" ExtractSubset : Extract a subset of memes containing particular words\n");
printf(" MemesToQtBs : Load memes dataset and create quote base\n");
printf(" MkClustNet : Build cluster network from the quote base\n");
return;
}
#pragma region mkdataset
// extract quotes and links and make them into a single file
if (ToDo == "mkdataset") {
const TStr InFNm = Env.GetIfArgPrefixStr("-i:", "files.txt", "Spinn3r input files (one file per line)");
const TStr OutFNm = Env.GetIfArgPrefixStr("-o:", "Spinn3r-dataset.txt", "Output file");
const int MinQtWrdLen = Env.GetIfArgPrefixInt("-w:", 3, "Minimum quote word length");
const TStr UrlFNm = Env.GetIfArgPrefixStr("-u:", "", "Seen url set (THashSet<TMd5Sig>) file name");
const bool UrlOnlyOnce = Env.GetIfArgPrefixBool("-q:", true, "Only keep unique Urls");
//// parse directly from Spinn3r
TStr Spinn3rFNm;
THashSet<TMd5Sig> SeenUrlSet;
if (UrlOnlyOnce && ! UrlFNm.Empty()) { // keep track of already seen urls (so that there are no duplicate urls)
TFIn FIn(UrlFNm); SeenUrlSet.Load(FIn);
}
FILE *F = fopen(OutFNm.CStr(), "wt");
TFIn FIn(InFNm);
int Items=0;
for (int f=0; FIn.GetNextLn(Spinn3rFNm); f++) {
TQuoteExtractor QE(Spinn3rFNm.ToTrunc());
printf("Processing %02d: %s [%s]\n", f+1, Spinn3rFNm.CStr(), TExeTm::GetCurTm());
fflush(stdout);
for (int item = 0; QE.Next(); item++) {
const TMd5Sig PostMd5(QE.PostUrlStr);
if (QE.QuoteV.Empty() && QE.LinkV.Empty()) { continue; } // no quotes, no links
if (UrlOnlyOnce) {
if (SeenUrlSet.IsKey(PostMd5)) { continue; }
SeenUrlSet.AddKey(PostMd5);
}
fprintf(F, "P\t%s\n", QE.PostUrlStr.CStr());
//if (QE.PubTm > TSecTm(2008,8,30) || QE.PubTm < TSecTm(2008,7,25)) { printf("%s\n", QE.PubTm.GetStr().CStr()); }
fprintf(F, "T\t%s\n", QE.PubTm.GetYmdTmStr().CStr());
for (int q = 0; q < QE.QuoteV.Len(); q++) {
if (TStrUtil::CountWords(QE.QuoteV[q]) >= MinQtWrdLen) {
fprintf(F, "Q\t%s\n", QE.QuoteV[q].CStr()); }
}
for (int l = 0; l < QE.LinkV.Len(); l++) {
fprintf(F, "L\t%s\n", QE.LinkV[l].CStr()); }
fprintf(F, "\n");
if (item>0 && item % Kilo(100) == 0) {
QE.DumpStat(); QE.ExeTm.Tick(); }
Items++;
}
printf("file done. Total %d all posts, %d all items\n", SeenUrlSet.Len(), Items);
fflush(stdout);
}
printf("all done. Saving %d post urls\n", SeenUrlSet.Len()); fflush(stdout);
if (! SeenUrlSet.Empty()) {
TFOut FOut(OutFNm.GetFMid()+".SeenUrlSet");
SeenUrlSet.Save(FOut);
}
fclose(F);
}
#pragma endregion mkdataset
#pragma region extractsubset
// save posts with memes containing particular words
else if (ToDo == "extractsubset") {
const TStr InFNmWc = Env.GetIfArgPrefixStr("-i:", "memes_*.rar", "Input file prefix");
const bool IsInFNmWc = Env.GetIfArgPrefixBool("-w:", true, "Input is wildcard (else a file with list of input files)");
const TStr OutFNm = Env.GetIfArgPrefixStr("-o:", "memes-subset.txt", "Output memes file");
const TStr WordsFNm = Env.GetIfArgPrefixStr("-p:", "phrases-in.txt", "Phrases that memes have to contain");
TChAV CatchMemeV;// = TStr::GetV("great depression", "economic meltdown", "recession had bottomed out", "green shoots", "slow recovery", "gradual recovery");
printf("Loading %s\n", WordsFNm.CStr());
{ TFIn FIn(WordsFNm);
for (TStr Ln; FIn.GetNextLn(Ln); ) {
printf(" %s\n", Ln.GetLc().CStr());
CatchMemeV.Add(Ln.GetLc()); }
}
printf("%d strings loaded\n", CatchMemeV.Len());
TFOut FOut(OutFNm);
TMemesDataLoader Memes(InFNmWc, IsInFNmWc);
for (int posts = 0, nsave=0; Memes.LoadNext(); posts++) {
bool DoSave = false;
for (int m = 0; m < Memes.MemeV.Len(); m++) {
for (int i = 0; i < CatchMemeV.Len(); i++) {
if (Memes.MemeV[m].SearchStr(CatchMemeV[i]) != -1) {
DoSave=true; break; }
}
if (DoSave) { break; }
}
if (DoSave) { Memes.SaveTxt(FOut); nsave++; }
if (posts % Mega(1) == 0) {
printf("%dm posts, %d saved\n", posts/Mega(1), nsave);
FOut.Flush();
}
}
}
#pragma endregion extractsubset
#pragma region memestoqtbs
// load memes dataset (MkDataset) and create quote base
else if (ToDo == "memestoqtbs") {
const TStr InFNm = Env.GetIfArgPrefixStr("-i:", "201007_201107.txt", "Input Memes dataset files");
const TStr MediaUrlFNm = Env.GetIfArgPrefixStr("-u:", "news_media.txt", "Fule with news media urls");
const TStr Pref = Env.GetIfArgPrefixStr("-o:", "qt", "Output file name prefix");
const int MinWrdLen = Env.GetIfArgPrefixInt("-l:", 4, "Min quote word length");
const int MinMemeFq = Env.GetIfArgPrefixInt("-f:", 5, "Min meme frequency");
const TStr MinTmStr = Env.GetIfArgPrefixStr("-mint:", "20100714", "Min time of quotes, format = YYYYMMDD");
const TStr MaxTmStr = Env.GetIfArgPrefixStr("-maxt:", "20110728", "Max time of quotes, format = YYYYMMDD");
TSecTm MinTm(atoi(MinTmStr.GetSubStr(0,3).CStr()),atoi(MinTmStr.GetSubStr(4,5).CStr()),atoi(MinTmStr.GetSubStr(6,7).CStr()));
TSecTm MaxTm(atoi(MaxTmStr.GetSubStr(0,3).CStr()),atoi(MaxTmStr.GetSubStr(4,5).CStr()),atoi(MaxTmStr.GetSubStr(6,7).CStr()));
PQuoteBs QtBs = TQuoteBs::New();
int HashTableSize = 100; // 100 for each quarter, for one year data, use 400
int UrlSetSize = 4 * HashTableSize;
QtBs->ConstructQtBsZarya(InFNm, Pref, MediaUrlFNm, MinTm, MaxTm, MinWrdLen, MinMemeFq, HashTableSize, UrlSetSize);
}
#pragma endregion memestoqtbs
#pragma region mkclustnet
// make cluster network
else if (ToDo == "mkclustnet") {
TStr InQtBsNm = Env.GetIfArgPrefixStr("-i:", "", "Input quote base file name");
TStr Pref = Env.GetIfArgPrefixStr("-o:", "qt", "Output network/updated QtBs filename");
TStr BlackListFNm = Env.GetIfArgPrefixStr("-b:", "quote_blacklist.txt", "Blacklist file name");
bool IsShglReady = Env.GetIfArgPrefixBool("-shglready:", false, "Indicate whether shingle hash table is ready");
bool IsNetReady = Env.GetIfArgPrefixBool("-netready:", false, "Indicate whether cluster net is ready");
double BktThresh = Env.GetIfArgPrefixFlt("-bktthresh:", 0.4, "Threshold for bad shingle bucket elimination");
double MxTmDelay = Env.GetIfArgPrefixFlt("-delaythresh:", 5, "Max time delay between two quotes in the same cluster");
double MxTmDev = Env.GetIfArgPrefixFlt("-devthresh:", 3, "Max time deviation for a quote to be specific rather than general");
double RefineThresh = Env.GetIfArgPrefixFlt("-refinethresh:", 0.2, "Threshold for merging quote cluster in refining process");
const int MinWrdLen = Env.GetIfArgPrefixInt("-minl:", 4, "Min quote word length");
const int MaxWrdLen = Env.GetIfArgPrefixInt("-maxl:", 200, "Max quote word length");
const int MinMemeFq = Env.GetIfArgPrefixInt("-mf:", 5, "Min meme frequency");
const int MinClustFq = Env.GetIfArgPrefixInt("-cf:", 50, "Min quote cluster frequency");
// Load quote base
PQuoteBs QtBs;
if (TZipIn::IsZipFNm(InQtBsNm)) { TZipIn ZipIn(InQtBsNm); QtBs = TQuoteBs::Load(ZipIn); }
else { TFIn FIn(InQtBsNm); QtBs = TQuoteBs::Load(FIn); }
// Cluster the quotes
QtBs->ClusterQuotes(MinMemeFq, MinWrdLen, MaxWrdLen, BlackListFNm, Pref, IsShglReady, IsNetReady, BktThresh, MxTmDelay, MxTmDev, RefineThresh);
// Dump the clusters
bool SkipUrl = true, FlashDisp = true;
QtBs->DumpQuoteClusters(MinWrdLen, MinClustFq, SkipUrl, FlashDisp, Pref);
}
#pragma endregion mkclustnet
#pragma region memeclust
else if (ToDo.SearchStr(TStr("memeclust")) >= 0) {
const TStr InFNm = Env.GetIfArgPrefixStr("-i:", "201101.txt", "Input Memes dataset files");
const TStr MediaUrlFNm = Env.GetIfArgPrefixStr("-u:", "news_media.txt", "Fule with news media urls");
TStr Pref = Env.GetIfArgPrefixStr("-o:", "qt", "Output file name prefix");
const int MinWrdLen = Env.GetIfArgPrefixInt("-minl:", 4, "Min quote word length");
const int MaxWrdLen = Env.GetIfArgPrefixInt("-maxl:", 200, "Max quote word length");
const int MinMemeFq = Env.GetIfArgPrefixInt("-f:", 5, "Min meme frequency");
const int MinClustFq = Env.GetIfArgPrefixInt("-cf:", 50, "Min quote cluster frequency");
TStr BlackListFNm = Env.GetIfArgPrefixStr("-b:", "quote_blacklist.txt", "Blacklist file name");
bool IsQtBsReady = Env.GetIfArgPrefixBool("-qtbsready:", false, "Indicate whether quote base is ready and can be loaded readily");
bool IsShglReady = Env.GetIfArgPrefixBool("-shglready:", false, "Indicate whether shingle hash table is ready");
bool IsNetReady = Env.GetIfArgPrefixBool("-netready:", false, "Indicate whether cluster net is ready");
double BktThresh = Env.GetIfArgPrefixFlt("-bktthresh:", 0.4, "Threshold for bad shingle bucket elimination");
double MxTmDelay = Env.GetIfArgPrefixFlt("-delaythresh:", 5, "Max time delay between two quotes in the same cluster");
double MxTmDev = Env.GetIfArgPrefixFlt("-devthresh:", 3, "Max time deviation for a quote to be specific rather than general");
double RefineThresh = Env.GetIfArgPrefixFlt("-refinethresh:", 0.2, "Threshold for merging quote cluster in refining process");
const TStr MinTmStr = Env.GetIfArgPrefixStr("-mint:", "20010101", "Min time of quotes, format = YYYYMMDD");
const TStr MaxTmStr = Env.GetIfArgPrefixStr("-maxt:", "20200101", "Max time of quotes, format = YYYYMMDD");
TSecTm MinTm(atoi(MinTmStr.GetSubStr(0,3).CStr()),atoi(MinTmStr.GetSubStr(4,5).CStr()),atoi(MinTmStr.GetSubStr(6,7).CStr()));
TSecTm MaxTm(atoi(MaxTmStr.GetSubStr(0,3).CStr()),atoi(MaxTmStr.GetSubStr(4,5).CStr()),atoi(MaxTmStr.GetSubStr(6,7).CStr()));
// Construct the quote base from Zarya data
PQuoteBs QtBs = TQuoteBs::New();
if (!IsQtBsReady) {
int HashTableSize = 100; // 100 for each quarter, for one year data, use 400
if (ToDo == "memeclustzarya") {
int UrlSetSize = 4 * HashTableSize;
QtBs->ConstructQtBsZarya(InFNm, Pref, MediaUrlFNm, MinTm, MaxTm, MinWrdLen, MinMemeFq, HashTableSize, UrlSetSize);
} else if (ToDo == "memeclustqtonly") {
QtBs->ConstructQtBsQtOnly(InFNm, Pref, MediaUrlFNm, MinWrdLen, MinMemeFq, HashTableSize);
} else if (ToDo == "memeclustqttime") {
QtBs->ConstructQtBsQtTime(InFNm, Pref, MediaUrlFNm, MinWrdLen, MinMemeFq, HashTableSize);
} else {
printf("Please specify one of the three options for -do : memeclustzarya, memeclustqtonly, memeclustqttime!\n");
return;
}
} else {
TStr InQtBsNm = TStr::Fmt("%s-w%dmfq%d.QtBs", Pref.CStr(), MinWrdLen, MinMemeFq);
if (TZipIn::IsZipFNm(InQtBsNm)) { TZipIn ZipIn(InQtBsNm); QtBs = TQuoteBs::Load(ZipIn); }
else { TFIn FIn(InQtBsNm); QtBs = TQuoteBs::Load(FIn); }
}
// Cluster the quotes
QtBs->ClusterQuotes(MinMemeFq, MinWrdLen, MaxWrdLen, BlackListFNm, Pref, IsShglReady, IsNetReady, BktThresh, MxTmDelay, MxTmDev, RefineThresh);
// Dump the clusters
bool SkipUrl = true, FlashDisp = true;
QtBs->DumpQuoteClusters(MinWrdLen, MinClustFq, SkipUrl, FlashDisp, Pref);
}
#pragma endregion memeclust
}
