void makeHistograms() {
gROOT->Reset();
gROOT->LoadMacro("CreateHistograms_C.so");
TString input_ele = "/eos/uscms/store/user/bfrancis/inputs_zgamma/SingleElectron.root";
TString input_muon = "/eos/uscms/store/user/bfrancis/inputs_zgamma/SingleMu.root";
TString metType = "pfMET_t01";
bool useNormalTopReweighting = true;
bool useWhizard = false; // false = use madgraph
double metCut = -1.;
int controlRegion = PHOTON_REGION;
int photonMode = PHOTON_MODE;
if(controlRegion == kSigmaPlot) metCut = 50.;
bool blinded = false;
const int nChannels = 4;
TString channels[nChannels] = {"ele_bjj", "muon_bjj",
"ele_jjj", "muon_jjj"};
for(int i = 0; i < nChannels; i++) {
if(channels[i].Contains("ele")) CreateHistograms(input_ele, i, metCut, blinded, controlRegion, photonMode, metType, useNormalTopReweighting, useWhizard);
else CreateHistograms(input_muon, i, metCut, blinded, controlRegion, photonMode, metType, useNormalTopReweighting, useWhizard);
}
}
void plotSpectrum() {
CreateHistograms();
char* append = "";
// ****** get the weight value for each pthat bin ******* //
for(int i=0; i<nGenPtBins; i++) {
// for(int i=5; i<6; i++) {
if(i!=0) append = "+";
DrawTreeForAllHistos( i, append );
}
///////////////////////////////////////
nJetsCalo->SetBinContent( 1, Zmass->Integral() );
nJetsCalo->SetBinError( 1, sqrt(Zmass->Integral()) );
nJetsPF->SetBinContent( 1, Zmass->Integral());
nJetsPF->SetBinError( 1, sqrt(Zmass->Integral()) );
nJetsGen->SetBinContent( 1, Zmass->Integral());
nJetsGen->SetBinError( 1, sqrt(Zmass->Integral()) );
nJetsCalo->SetBinContent( 2, CaloJetPt->Integral() );
nJetsCalo->SetBinError( 2, sqrt(CaloJetPt->Integral()) );
nJetsPF->SetBinContent( 2, PFJetPt->Integral());
nJetsPF->SetBinError( 2, sqrt(PFJetPt->Integral()) );
nJetsGen->SetBinContent( 2, GenJetPt->Integral());
nJetsGen->SetBinError( 2, sqrt(GenJetPt->Integral()) );
nJetsCalo->SetBinContent( 3, CaloJetPt2->Integral());
nJetsCalo->SetBinError( 3, sqrt(CaloJetPt2->Integral()) );
nJetsPF->SetBinContent( 3, PFJetPt2->Integral());
nJetsPF->SetBinError( 3, sqrt(PFJetPt2->Integral()) );
nJetsGen->SetBinContent( 3, GenJetPt2->Integral());
nJetsGen->SetBinError( 3, sqrt(GenJetPt2->Integral()) );
nJetsCalo->SetBinContent( 4, CaloJetPt3->Integral());
nJetsCalo->SetBinError( 4, sqrt(CaloJetPt3->Integral()) );
nJetsPF->SetBinContent( 4, PFJetPt3->Integral());
nJetsPF->SetBinError( 4, sqrt(PFJetPt3->Integral()) );
nJetsGen->SetBinContent( 4, GenJetPt3->Integral());
nJetsGen->SetBinError( 4, sqrt(GenJetPt3->Integral()) );
/////////////////////////////////////
ZPt_Gen->Sumw2();
ZPt_Reco->Sumw2();
GenJetPt->Sumw2();
CaloJetPt->Sumw2();
PFJetPt->Sumw2();
emPt_Gen->Sumw2();
emPt_Reco->Sumw2();
epPt_Gen->Sumw2();
epPt_Reco->Sumw2();
Zmass->Sumw2();
ZEta_Gen->Sumw2();
ZEta_Reco->Sumw2();
GenJetEta->Sumw2();
CaloJetEta->Sumw2();
PFJetEta->Sumw2();
GenJetPt2->Sumw2();
CaloJetPt2->Sumw2();
PFJetPt2->Sumw2();
GenJetPt3->Sumw2();
CaloJetPt3->Sumw2();
PFJetPt3->Sumw2();
// set proper style for plots
gROOT->ProcessLine(".L mystyle.C");
setTDRStyle();
tdrStyle->SetErrorX(0.5);
tdrStyle->SetPadLeftMargin(0.18);
tdrStyle->SetPadRightMargin(0.10);
tdrStyle->SetPadBottomMargin(0.16);
tdrStyle->SetLegendBorderSize(0);
tdrStyle->SetTitleYOffset(1.5);
makeplotTwo(*ZPt_Reco, *ZPt_Gen, "ZPt_spectrum", 1);
// makeplotTwo( *emPt_Reco, *emPt_Gen, "emPt_spectrum", 0);
// makeplotTwo( *epPt_Reco, *epPt_Gen, "epPt_spectrum", 0);
// makeplotTwo(*ZEta_Reco, *ZEta_Gen, "Z_eta_spectrum", 2);
makeplotThree(*CaloJetPt, *GenJetPt, *PFJetPt, "Jet_spectrum", 1);
makeplotThree(*CaloJetPt2, *GenJetPt2, *PFJetPt2, "Jet_spectrum2", 1);
makeplotThree(*CaloJetPt3, *GenJetPt3, *PFJetPt3, "Jet_spectrum3", 1);
makeplotThree(*CaloJetEta, *GenJetEta, *PFJetEta, "Jet_eta_spectrum", 2);
//makeplot( *Zmass, "Zmass", "e", 0);
//make ratio histograms
CaloJetPtRatio2over1 = makeRatioHist( *CaloJetPt, *CaloJetPt2, "CaloJetPtRatio2over1",150);
CaloJetPtRatio3over2 = makeRatioHist( *CaloJetPt2, *CaloJetPt3, "CaloJetPtRatio2over1",100);
PFJetPtRatio2over1 = makeRatioHist( *PFJetPt, *PFJetPt2, "PFJetPtRatio2over1",150);
PFJetPtRatio3over2 = makeRatioHist( *PFJetPt2, *PFJetPt3, "PFJetPtRatio3over2",100);
GenJetPtRatio2over1 = makeRatioHist( *GenJetPt, *GenJetPt2, "GenJetPtRatio2over1",150);
GenJetPtRatio3over2 = makeRatioHist( *GenJetPt2, *GenJetPt3, "GenJetPtRatio3over2",100);
CaloJetPtRatio2over1->GetYaxis()->SetTitle("n^{Jet}_{#geq 2} / n^{Jet}_{#geq 1}");
CaloJetPtRatio3over2->GetYaxis()->SetTitle("n^{Jet}_{#geq 3} / n^{Jet}_{#geq 2}");
makeplotThree(*CaloJetPtRatio2over1, *GenJetPtRatio2over1, *PFJetPtRatio2over1, "JetPtRatio2over1", 0);
makeplotThree(*CaloJetPtRatio3over2, *GenJetPtRatio3over2, *PFJetPtRatio3over2, "JetPtRatio3over2", 0);
makeplotThree( *nJetsCalo, *nJetsGen, *nJetsPF, "JetMultiplicity", 1);
//////////////////////////////////////
//tdrStyle->SetPadLeftMargin(0.22);
TFile outfile( (std::string("histograms_")+cmEnergy+".root").c_str(), "RECREATE" );
outfile.cd();
ZPt_Gen->Write();
ZPt_Reco->Write();
GenJetPt->Write();
CaloJetPt->Write();
PFJetPt->Write();
emPt_Gen->Write();
emPt_Reco->Write();
epPt_Gen->Write();
epPt_Reco->Write();
Zmass->Write();
ZEta_Gen->Write();
ZEta_Reco->Write();
GenJetEta->Write();
CaloJetEta->Write();
PFJetEta->Write();
GenJetPt2->Write();
CaloJetPt2->Write();
PFJetPt2->Write();
GenJetPt3->Write();
CaloJetPt3->Write();
PFJetPt3->Write();
nJetsCalo->Write();
nJetsPF->Write();
nJetsGen->Write();
CaloJetPtRatio2over1->Write();
CaloJetPtRatio3over2->Write();
PFJetPtRatio2over1->Write();
PFJetPtRatio3over2->Write();
GenJetPtRatio2over1->Write();
GenJetPtRatio3over2->Write();
outfile.Close();
}
bool PdfTransfer::NDPdfTransfer(float *input, float *palette, float **rotations) {
clock_t start, end;
FILE *fp = fopen("time.txt", "w");
unsigned long int var_time = 0;
float *finalPic = new float[_projections * _inputSize];
for (unsigned int i = 0; i < _iterations; ++i) {
start = clock();
float * ptrRotation = rotations[i];
assert(ptrRotation);
float *inputRotation = new float[_projections * _inputSize];
float *paletteRotation = new float[_projections * _paletteSize];
_matrixModule->matrix_multiply(ptrRotation, _projections, NUM_CHANNELS,
input, NUM_CHANNELS, _inputSize, inputRotation, _projections, _inputSize);
#ifdef DEBUG
if (!i) {
printMatrix(ptrRotation, _projections, NUM_CHANNELS, "ptrRotation", _height, _width);
printMatrix(input, NUM_CHANNELS, _inputSize, "input", _height, _width);
printMatrix(inputRotation, _projections, _inputSize, "inputRotation", _height, _width);
}
#endif
_matrixModule->matrix_multiply(ptrRotation, _projections, NUM_CHANNELS,
palette, NUM_CHANNELS, _paletteSize, paletteRotation, _projections, _paletteSize);
#ifdef DEBUG
if (!i) {
printMatrix(palette, NUM_CHANNELS, _paletteSize, "palette", _height, _width);
printMatrix(paletteRotation, _projections, _paletteSize, "paletteRotation", _height, _width);
}
#endif
Histogram ** histogramsInput = new Histogram*[_projections];
Histogram ** histogramsPalette = new Histogram*[_projections];
//Step1: Creation of Histograms
CreateHistograms(inputRotation, _inputSize,
paletteRotation, _paletteSize, _projections, histogramsInput, histogramsPalette);
#ifdef DEBUG
printHistogr(histogramsInput, i);
#endif
std::vector<float> *inter = new std::vector<float>[_projections];
for (unsigned int j = 0; j < _projections; ++j) {
std::vector<float> ptr = SinglePdfTransfer(histogramsInput[j], histogramsPalette[j]);
std::vector<float> newPtr(ptr.begin() + 1, ptr.end() - 1);
float scale = bin_count / (histogramsInput[j]->GetOverallMax() -
histogramsInput[j]->GetOverallMin());
//populate X points before interpolation
std::vector<float> X(newPtr.size());
for (unsigned int k = 0; k < X.size(); ++k) {
X[k] = (float) k;
}
std::vector<float> Xq(_inputSize);
unsigned int itr = 0;
for (unsigned k = j * _inputSize; k < (j + 1) * _inputSize; ++k, ++itr) {
Xq[itr] = inputRotation[k];
Xq[itr] = (Xq[itr] - histogramsInput[j]->GetOverallMin()) * scale;
}
inter[j] = linearInterpolation(X, newPtr, Xq);
for (unsigned int k = 0; k < inter[j].size(); ++k) {
inter[j][k] = inter[j][k] / scale + histogramsInput[j]->GetOverallMin();
inter[j][k] -= matrix_access(inputRotation, _projections, _inputSize, j, k);
matrix_access(finalPic, _projections, _inputSize, j, k) = inter[j][k];
}
}
#ifdef DEBUG
char filename2[10];
sprintf(filename2, "finalPic%d", i);
printMatrix(finalPic, _projections, _inputSize, filename2, _height, _width);
#endif
//resolve linear system of ptrRotation*x = inter
_matrixModule->matrix_inverse(ptrRotation, _projections, NUM_CHANNELS);
float *aux = new float[ _projections * _inputSize ];
_matrixModule->matrix_multiply(ptrRotation, _projections, NUM_CHANNELS,
finalPic, _projections, _inputSize,
aux, _projections, _inputSize);
_matrixModule->matrix_add(input, aux, input, _projections, _inputSize);
#ifdef DEBUG
//if(!i)
//{
char filename[10];
sprintf(filename, "iter%d", i);
printMatrix(input, _projections, _inputSize, filename, _height, _width);
//}
#endif
end = clock();
var_time = (end - start) / (CLOCKS_PER_SEC);
fprintf(fp, "It took %lu seconds to complete %d iteration\n", var_time, i);
//freeing memory
delete [] inputRotation;
delete [] paletteRotation;
}
//freeing heap
delete [] finalPic;
//used for logging time
fclose(fp);
return true;
}
