ItemSet GLCM::calF(BinaryMatrix * BM, vector< vector< pair<int,int> > > G1Item, const vector<BinaryMatrix *> & vBM, string freType, int & resFre)
{
ItemSet is = ItemSet();
is.clear();
int BMSize = BM->getSize();
BinaryMatrix * calFBM = new BinaryMatrix(BMSize);
calFBM->setContrastTo0(BM);
if (freType == "gra")
resFre = calFBM->getActive();
else {
vector<int> freMap;
freMap.clear();
for (int i = 0; i < BMSize; i++)
{
freMap.push_back(-1);
}
loop_Chk_Freq(calFBM,freMap);
resFre = frequentCount(freMap);
}
delete calFBM;
if (resFre < _threshold) return is;
int G1ItemSize = G1Item.size();
for (int i = 0; i < G1ItemSize; i++)
{
BinaryMatrix tBM = (*vBM[i]);
tBM &= (*BM);
if (tBM == (*BM)) is.addItem(i);
}
return is;
}
void
CLxItemSelection::GetSet (
ItemSet &set)
{
CLxUser_Item item;
LXtScanInfoID scan;
void *pkt;
set.clear ();
scan = 0;
while (scan = srv_sel.ScanLoop (scan, sel_ID, &pkt)) {
pkt_trans.GetItem (pkt, item);
if (Include (item))
set.insert (item);
}
}
void GLCM::GLCMAlgo( DBMain * DB, float threshold, string freType,string so, std::ostream &output)
{
TimeTracker tt1;
tt1.Start();
nbIS = 0;
ItemSet P = ItemSet();
P.clear();
ClosedItemSetList.clear();
BinaryMatrixList.clear();
vector< vector< pair<int,int> > > G1Item = buildG_1item(DB);
cout << "There are " << G1Item[0].size() << " customers, and " << G1Item.size()/2 << " attributes." << endl << endl;
if ((freType == "nor") || (freType == "norwTSs"))
{
_threshold = (int) ceil(threshold * G1Item[0].size());
}
else if (freType == "gra")
{
_threshold = (int) ceil(((threshold * G1Item[0].size() * (G1Item[0].size() - 1)))/2);
}
vector<BinaryMatrix *> vBM = constructBinaryMatrixAll(G1Item);
BinaryMatrix BM = BinaryMatrix();
cout << "Begin GLCM" << endl;
int G1ItemSized2 = G1Item.size()/2;
for (int i = 0; i < G1ItemSized2; i++)
{
cout << "Item Sets start with: " << i + 1 << "+" << endl;
ItemSet P1 = P.addItemwCore_i(i*2);
BM = (*vBM[i*2]);
int resFre = 0;
int BMSize = BM.getSize();
BinaryMatrix * calFBM = new BinaryMatrix(BMSize);
calFBM->setContrastTo0(BM);
if (freType == "gra")
resFre = calFBM->getActive();
else {
vector<int> freMap;
freMap.clear();
for (int i = 0; i < BMSize; i++)
{
freMap.push_back(-1);
}
loop_Chk_Freq(calFBM,freMap);
resFre = frequentCount(freMap);
}
delete calFBM;
bool printTSsFlag = false;
if (freType == "norwTSs") printTSsFlag = true;
GLCMloop(P1, BM, G1Item, vBM, freType, so, output, resFre, printTSsFlag);
}
double ts1 = tt1.Stop();
cout << endl << "Execution took " << setw(5) << ts1 << " sec" << endl;
vector<BinaryMatrix*>::const_iterator posVBM ;
for (posVBM = vBM.begin() ; posVBM != vBM.end() ; ++posVBM)
delete *posVBM ;
vBM.clear() ;
ostringstream ost1;
ost1 << getpid ();
string cmd1="ps -p "+ost1.str ()+" -o rss";
cout << "Execution Memory usage : " << endl;
//system(cmd1.c_str());
cout << endl;
}
