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#include "DQMOffline/RecoB/interface/EffPurFromHistos.h"
#include "DQMOffline/RecoB/interface/Tools.h"
#include "FWCore/Utilities/interface/Exception.h"
#include "TStyle.h"
#include "TCanvas.h"
#include <iostream>
#include <cmath>
#include "DQMServices/Core/interface/DQMStore.h"
#include "FWCore/ServiceRegistry/interface/Service.h"
using namespace std;
using namespace RecoBTag;
EffPurFromHistos::EffPurFromHistos(const std::string& ext,
TH1F* h_d,
TH1F* h_u,
TH1F* h_s,
TH1F* h_c,
TH1F* h_b,
TH1F* h_g,
TH1F* h_ni,
TH1F* h_dus,
TH1F* h_dusg,
TH1F* h_pu,
const std::string& label,
unsigned int mc,
int nBin,
double startO,
double endO)
: fromDiscriminatorDistr(false),
mcPlots_(mc),
doCTagPlots_(false),
label_(label),
histoExtension(ext),
effVersusDiscr_d(h_d),
effVersusDiscr_u(h_u),
effVersusDiscr_s(h_s),
effVersusDiscr_c(h_c),
effVersusDiscr_b(h_b),
effVersusDiscr_g(h_g),
effVersusDiscr_ni(h_ni),
effVersusDiscr_dus(h_dus),
effVersusDiscr_dusg(h_dusg),
effVersusDiscr_pu(h_pu),
nBinOutput(nBin),
startOutput(startO),
endOutput(endO) {
// consistency check
check();
}
EffPurFromHistos::EffPurFromHistos(const FlavourHistograms<double>& dDiscriminatorFC,
const std::string& label,
unsigned int mc,
DQMStore::IBooker& ibook,
int nBin,
double startO,
double endO)
: fromDiscriminatorDistr(true),
mcPlots_(mc),
doCTagPlots_(false),
label_(label),
nBinOutput(nBin),
startOutput(startO),
endOutput(endO) {
histoExtension = "_" + dDiscriminatorFC.baseNameTitle();
discrNoCutEffic =
std::make_unique<FlavourHistograms<double>>("totalEntries" + histoExtension,
"Total Entries: " + dDiscriminatorFC.baseNameDescription(),
dDiscriminatorFC.nBins(),
dDiscriminatorFC.lowerBound(),
dDiscriminatorFC.upperBound(),
false,
true,
false,
"b",
label,
mcPlots_,
ibook);
// conditional discriminator cut for efficiency histos
discrCutEfficScan =
std::make_unique<FlavourHistograms<double>>("effVsDiscrCut" + histoExtension,
"Eff. vs Disc. Cut: " + dDiscriminatorFC.baseNameDescription(),
dDiscriminatorFC.nBins(),
dDiscriminatorFC.lowerBound(),
dDiscriminatorFC.upperBound(),
false,
true,
false,
"b",
label,
mcPlots_,
ibook);
discrCutEfficScan->SetMinimum(1E-4);
if (mcPlots_) {
if (mcPlots_ > 2) {
effVersusDiscr_d = discrCutEfficScan->histo_d();
effVersusDiscr_u = discrCutEfficScan->histo_u();
effVersusDiscr_s = discrCutEfficScan->histo_s();
effVersusDiscr_g = discrCutEfficScan->histo_g();
effVersusDiscr_dus = discrCutEfficScan->histo_dus();
} else {
effVersusDiscr_d = nullptr;
effVersusDiscr_u = nullptr;
effVersusDiscr_s = nullptr;
effVersusDiscr_g = nullptr;
effVersusDiscr_dus = nullptr;
}
effVersusDiscr_c = discrCutEfficScan->histo_c();
effVersusDiscr_b = discrCutEfficScan->histo_b();
effVersusDiscr_ni = discrCutEfficScan->histo_ni();
effVersusDiscr_dusg = discrCutEfficScan->histo_dusg();
effVersusDiscr_pu = discrCutEfficScan->histo_pu();
if (mcPlots_ > 2) {
effVersusDiscr_d->SetXTitle("Discriminant");
effVersusDiscr_d->GetXaxis()->SetTitleOffset(0.75);
effVersusDiscr_u->SetXTitle("Discriminant");
effVersusDiscr_u->GetXaxis()->SetTitleOffset(0.75);
effVersusDiscr_s->SetXTitle("Discriminant");
effVersusDiscr_s->GetXaxis()->SetTitleOffset(0.75);
effVersusDiscr_g->SetXTitle("Discriminant");
effVersusDiscr_g->GetXaxis()->SetTitleOffset(0.75);
effVersusDiscr_dus->SetXTitle("Discriminant");
effVersusDiscr_dus->GetXaxis()->SetTitleOffset(0.75);
}
effVersusDiscr_c->SetXTitle("Discriminant");
effVersusDiscr_c->GetXaxis()->SetTitleOffset(0.75);
effVersusDiscr_b->SetXTitle("Discriminant");
effVersusDiscr_b->GetXaxis()->SetTitleOffset(0.75);
effVersusDiscr_ni->SetXTitle("Discriminant");
effVersusDiscr_ni->GetXaxis()->SetTitleOffset(0.75);
effVersusDiscr_dusg->SetXTitle("Discriminant");
effVersusDiscr_dusg->GetXaxis()->SetTitleOffset(0.75);
effVersusDiscr_pu->SetXTitle("Discriminant");
effVersusDiscr_pu->GetXaxis()->SetTitleOffset(0.75);
} else {
effVersusDiscr_d = nullptr;
effVersusDiscr_u = nullptr;
effVersusDiscr_s = nullptr;
effVersusDiscr_c = nullptr;
effVersusDiscr_b = nullptr;
effVersusDiscr_g = nullptr;
effVersusDiscr_ni = nullptr;
effVersusDiscr_dus = nullptr;
effVersusDiscr_dusg = nullptr;
effVersusDiscr_pu = nullptr;
}
// discr. for computation
vector<TH1F*> discrCfHistos = dDiscriminatorFC.getHistoVector();
// discr no cut
vector<TH1F*> discrNoCutHistos = discrNoCutEffic->getHistoVector();
// discr no cut
vector<TH1F*> discrCutHistos = discrCutEfficScan->getHistoVector();
const int& dimHistos = discrCfHistos.size(); // they all have the same size
// DISCR-CUT LOOP:
// fill the histos for eff-pur computations by scanning the discriminatorFC histogram
// better to loop over bins -> discrCut no longer needed
const int& nBins = dDiscriminatorFC.nBins();
// loop over flavours
for (int iFlav = 0; iFlav < dimHistos; iFlav++) {
if (discrCfHistos[iFlav] == nullptr)
continue;
discrNoCutHistos[iFlav]->SetXTitle("Discriminant");
discrNoCutHistos[iFlav]->GetXaxis()->SetTitleOffset(0.75);
// In Root histos, bin counting starts at 1 to nBins.
// bin 0 is the underflow, and nBins+1 is the overflow.
const double& nJetsFlav = discrCfHistos[iFlav]->GetEntries();
double sum = discrCfHistos[iFlav]->GetBinContent(nBins + 1); //+1 to get the overflow.
for (int iDiscr = nBins; iDiscr > 0; --iDiscr) {
// fill all jets into NoCut histo
discrNoCutHistos[iFlav]->SetBinContent(iDiscr, nJetsFlav);
discrNoCutHistos[iFlav]->SetBinError(iDiscr, sqrt(nJetsFlav));
sum += discrCfHistos[iFlav]->GetBinContent(iDiscr);
discrCutHistos[iFlav]->SetBinContent(iDiscr, sum);
discrCutHistos[iFlav]->SetBinError(iDiscr, sqrt(sum));
}
}
// divide to get efficiency vs. discriminator cut from absolute numbers
discrCutEfficScan->divide(*discrNoCutEffic); // does: histos including discriminator cut / flat histo
discrCutEfficScan->setEfficiencyFlag();
}
EffPurFromHistos::~EffPurFromHistos() {}
void EffPurFromHistos::epsPlot(const std::string& name) {
if (fromDiscriminatorDistr) {
discrNoCutEffic->epsPlot(name);
discrCutEfficScan->epsPlot(name);
}
plot(name, ".eps");
}
void EffPurFromHistos::psPlot(const std::string& name) { plot(name, ".ps"); }
void EffPurFromHistos::plot(const std::string& name, const std::string& ext) {
std::string hX = "";
std::string Title = "";
if (!doCTagPlots_) {
hX = "FlavEffVsBEff";
Title = "b";
} else {
hX = "FlavEffVsCEff";
Title = "c";
}
TCanvas tc((hX + histoExtension).c_str(),
("Flavour misidentification vs. " + Title + "-tagging efficiency " + histoExtension).c_str());
plot(&tc);
tc.Print((name + hX + histoExtension + ext).c_str());
}
void EffPurFromHistos::plot(TPad* plotCanvas /* = 0 */) {
//fixme:
bool btppNI = false;
bool btppColour = true;
// if ( !btppTitle ) gStyle->SetOptTitle( 0 );
setTDRStyle()->cd();
if (plotCanvas)
plotCanvas->cd();
gPad->UseCurrentStyle();
gPad->SetFillColor(0);
gPad->SetLogy(1);
gPad->SetGridx(1);
gPad->SetGridy(1);
int col_c;
int col_g;
int col_dus;
int col_ni;
int mStyle_c;
int mStyle_g;
int mStyle_dus;
int mStyle_ni;
// marker size(same for all)
float mSize = gPad->GetWh() * gPad->GetHNDC() / 500.; //1.2;
if (btppColour) {
col_c = 6;
col_g = 3; // g in green
col_dus = 4; // uds in blue
col_ni = 5; // ni in ??
mStyle_c = 20;
mStyle_g = 20;
mStyle_dus = 20;
mStyle_ni = 20;
} else {
col_c = 1;
col_g = 1;
col_dus = 1;
col_ni = 1;
mStyle_c = 22;
mStyle_g = 29;
mStyle_dus = 20;
mStyle_ni = 27;
}
TString Title = "";
if (!doCTagPlots_) {
Title = "b";
} else {
Title = "c";
}
// for the moment: plot c,dus,g
if (mcPlots_ > 2) {
EffFlavVsXEff_dus->getTH1F()->GetXaxis()->SetTitle(Title + "-jet efficiency");
EffFlavVsXEff_dus->getTH1F()->GetYaxis()->SetTitle("non " + Title + "-jet efficiency");
EffFlavVsXEff_dus->getTH1F()->GetYaxis()->SetTitleOffset(0.25);
EffFlavVsXEff_dus->getTH1F()->SetMaximum(1.1);
EffFlavVsXEff_dus->getTH1F()->SetMinimum(1.e-5);
EffFlavVsXEff_dus->getTH1F()->SetMarkerColor(col_dus);
EffFlavVsXEff_dus->getTH1F()->SetLineColor(col_dus);
EffFlavVsXEff_dus->getTH1F()->SetMarkerSize(mSize);
EffFlavVsXEff_dus->getTH1F()->SetMarkerStyle(mStyle_dus);
EffFlavVsXEff_dus->getTH1F()->SetStats(false);
EffFlavVsXEff_dus->getTH1F()->Draw("pe");
EffFlavVsXEff_g->getTH1F()->SetMarkerColor(col_g);
EffFlavVsXEff_g->getTH1F()->SetLineColor(col_g);
EffFlavVsXEff_g->getTH1F()->SetMarkerSize(mSize);
EffFlavVsXEff_g->getTH1F()->SetMarkerStyle(mStyle_g);
EffFlavVsXEff_g->getTH1F()->SetStats(false);
EffFlavVsXEff_g->getTH1F()->Draw("peSame");
}
EffFlavVsXEff_c->getTH1F()->SetMarkerColor(col_c);
EffFlavVsXEff_c->getTH1F()->SetLineColor(col_c);
EffFlavVsXEff_c->getTH1F()->SetMarkerSize(mSize);
EffFlavVsXEff_c->getTH1F()->SetMarkerStyle(mStyle_c);
EffFlavVsXEff_c->getTH1F()->SetStats(false);
EffFlavVsXEff_c->getTH1F()->Draw("peSame");
if (mcPlots_ > 2) {
EffFlavVsXEff_d->getTH1F()->SetMinimum(0.01);
EffFlavVsXEff_u->getTH1F()->SetMinimum(0.01);
EffFlavVsXEff_s->getTH1F()->SetMinimum(0.01);
EffFlavVsXEff_g->getTH1F()->SetMinimum(0.01);
EffFlavVsXEff_dus->getTH1F()->SetMinimum(0.01);
}
EffFlavVsXEff_c->getTH1F()->SetMinimum(0.01);
EffFlavVsXEff_b->getTH1F()->SetMinimum(0.01);
EffFlavVsXEff_ni->getTH1F()->SetMinimum(0.01);
EffFlavVsXEff_dusg->getTH1F()->SetMinimum(0.01);
EffFlavVsXEff_pu->getTH1F()->SetMinimum(0.01);
// plot separately u,d and s
// EffFlavVsXEff_d ->GetXaxis()->SetTitle( Title + "-jet efficiency" );
// EffFlavVsXEff_d ->GetYaxis()->SetTitle( "non " + Title + "-jet efficiency" );
// EffFlavVsXEff_d ->GetYaxis()->SetTitleOffset( 1.25 );
// EffFlavVsXEff_d ->SetMaximum ( 1.1 );
// EffFlavVsXEff_d ->SetMinimum ( 1.e-5 );
// EffFlavVsXEff_d ->SetMarkerColor( col_dus );
// EffFlavVsXEff_d ->SetLineColor ( col_dus );
// EffFlavVsXEff_d ->SetMarkerSize ( mSize );
// EffFlavVsXEff_d ->SetMarkerStyle( mStyle_dus );
// EffFlavVsXEff_d ->SetStats ( false );
// EffFlavVsXEff_d ->Draw("pe");
//
// EffFlavVsXEff_u ->SetMarkerColor( col_g );
// EffFlavVsXEff_u ->SetLineColor ( col_g );
// EffFlavVsXEff_u ->SetMarkerSize ( mSize );
// EffFlavVsXEff_u ->SetMarkerStyle( mStyle_g );
// EffFlavVsXEff_u ->SetStats ( false );
// EffFlavVsXEff_u ->Draw("peSame");
//
// EffFlavVsXEff_s ->SetMarkerColor( col_c );
// EffFlavVsXEff_s ->SetLineColor ( col_c );
// EffFlavVsXEff_s ->SetMarkerSize ( mSize );
// EffFlavVsXEff_s ->SetMarkerStyle( mStyle_c );
// EffFlavVsXEff_s ->SetStats ( false );
// EffFlavVsXEff_s ->Draw("peSame");
// only if asked: NI
if (btppNI) {
EffFlavVsXEff_ni->getTH1F()->SetMarkerColor(col_ni);
EffFlavVsXEff_ni->getTH1F()->SetLineColor(col_ni);
EffFlavVsXEff_ni->getTH1F()->SetMarkerSize(mSize);
EffFlavVsXEff_ni->getTH1F()->SetMarkerStyle(mStyle_ni);
EffFlavVsXEff_ni->getTH1F()->SetStats(false);
EffFlavVsXEff_ni->getTH1F()->Draw("peSame");
}
}
void EffPurFromHistos::check() {
// number of bins
int nBins_d = 0;
int nBins_u = 0;
int nBins_s = 0;
int nBins_g = 0;
int nBins_dus = 0;
if (mcPlots_ > 2) {
nBins_d = effVersusDiscr_d->GetNbinsX();
nBins_u = effVersusDiscr_u->GetNbinsX();
nBins_s = effVersusDiscr_s->GetNbinsX();
nBins_g = effVersusDiscr_g->GetNbinsX();
nBins_dus = effVersusDiscr_dus->GetNbinsX();
}
const int& nBins_c = effVersusDiscr_c->GetNbinsX();
const int& nBins_b = effVersusDiscr_b->GetNbinsX();
const int& nBins_ni = effVersusDiscr_ni->GetNbinsX();
const int& nBins_dusg = effVersusDiscr_dusg->GetNbinsX();
const int& nBins_pu = effVersusDiscr_pu->GetNbinsX();
const bool& lNBins = ((nBins_d == nBins_u && nBins_d == nBins_s && nBins_d == nBins_c && nBins_d == nBins_b &&
nBins_d == nBins_g && nBins_d == nBins_ni && nBins_d == nBins_dus && nBins_d == nBins_dusg) ||
(nBins_c == nBins_b && nBins_c == nBins_dusg && nBins_c == nBins_ni && nBins_c == nBins_pu));
if (!lNBins) {
throw cms::Exception("Configuration") << "Input histograms do not all have the same number of bins!\n";
}
// start
float sBin_d = 0;
float sBin_u = 0;
float sBin_s = 0;
float sBin_g = 0;
float sBin_dus = 0;
if (mcPlots_ > 2) {
sBin_d = effVersusDiscr_d->GetBinCenter(1);
sBin_u = effVersusDiscr_u->GetBinCenter(1);
sBin_s = effVersusDiscr_s->GetBinCenter(1);
sBin_g = effVersusDiscr_g->GetBinCenter(1);
sBin_dus = effVersusDiscr_dus->GetBinCenter(1);
}
const float& sBin_c = effVersusDiscr_c->GetBinCenter(1);
const float& sBin_b = effVersusDiscr_b->GetBinCenter(1);
const float& sBin_ni = effVersusDiscr_ni->GetBinCenter(1);
const float& sBin_dusg = effVersusDiscr_dusg->GetBinCenter(1);
const float& sBin_pu = effVersusDiscr_pu->GetBinCenter(1);
const bool& lSBin = ((sBin_d == sBin_u && sBin_d == sBin_s && sBin_d == sBin_c && sBin_d == sBin_b &&
sBin_d == sBin_g && sBin_d == sBin_ni && sBin_d == sBin_dus && sBin_d == sBin_dusg) ||
(sBin_c == sBin_b && sBin_c == sBin_dusg && sBin_c == sBin_ni && sBin_c == sBin_pu));
if (!lSBin) {
throw cms::Exception("Configuration")
<< "EffPurFromHistos::check() : Input histograms do not all have the same start bin!\n";
}
// end
float eBin_d = 0;
float eBin_u = 0;
float eBin_s = 0;
float eBin_g = 0;
float eBin_dus = 0;
if (mcPlots_ > 2) {
eBin_d = effVersusDiscr_d->GetBinCenter(nBins_d - 1);
eBin_u = effVersusDiscr_u->GetBinCenter(nBins_d - 1);
eBin_s = effVersusDiscr_s->GetBinCenter(nBins_d - 1);
eBin_g = effVersusDiscr_g->GetBinCenter(nBins_d - 1);
eBin_dus = effVersusDiscr_dus->GetBinCenter(nBins_d - 1);
}
const float& eBin_c = effVersusDiscr_c->GetBinCenter(nBins_d - 1);
const float& eBin_b = effVersusDiscr_b->GetBinCenter(nBins_d - 1);
const float& eBin_ni = effVersusDiscr_ni->GetBinCenter(nBins_d - 1);
const float& eBin_dusg = effVersusDiscr_dusg->GetBinCenter(nBins_d - 1);
const float& eBin_pu = effVersusDiscr_pu->GetBinCenter(nBins_d - 1);
const bool& lEBin = ((eBin_d == eBin_u && eBin_d == eBin_s && eBin_d == eBin_c && eBin_d == eBin_b &&
eBin_d == eBin_g && eBin_d == eBin_ni && eBin_d == eBin_dus && eBin_d == eBin_dusg) ||
(eBin_c == eBin_b && eBin_c == eBin_dusg && eBin_c == eBin_ni && eBin_c == eBin_pu));
if (!lEBin) {
throw cms::Exception("Configuration")
<< "EffPurFromHistos::check() : Input histograms do not all have the same end bin!\n";
}
}
void EffPurFromHistos::compute(DQMStore::IBooker& ibook) {
if (!mcPlots_) {
EffFlavVsXEff_d = nullptr;
EffFlavVsXEff_u = nullptr;
EffFlavVsXEff_s = nullptr;
EffFlavVsXEff_c = nullptr;
EffFlavVsXEff_b = nullptr;
EffFlavVsXEff_g = nullptr;
EffFlavVsXEff_ni = nullptr;
EffFlavVsXEff_dus = nullptr;
EffFlavVsXEff_dusg = nullptr;
EffFlavVsXEff_pu = nullptr;
return;
}
// to have shorter names ......
const std::string& hE = histoExtension;
std::string hX = "";
TString Title = "";
if (!doCTagPlots_) {
hX = "FlavEffVsBEff_";
Title = "b";
} else {
hX = "FlavEffVsCEff_";
Title = "c";
}
// create histograms from base name and extension as given from user
// BINNING MUST BE IDENTICAL FOR ALL OF THEM!!
HistoProviderDQM prov("Btag", label_, ibook);
if (mcPlots_ > 2) {
EffFlavVsXEff_d = (prov.book1D(hX + "D" + hE, hX + "D" + hE, nBinOutput, startOutput, endOutput));
EffFlavVsXEff_d->setEfficiencyFlag();
EffFlavVsXEff_u = (prov.book1D(hX + "U" + hE, hX + "U" + hE, nBinOutput, startOutput, endOutput));
EffFlavVsXEff_u->setEfficiencyFlag();
EffFlavVsXEff_s = (prov.book1D(hX + "S" + hE, hX + "S" + hE, nBinOutput, startOutput, endOutput));
EffFlavVsXEff_s->setEfficiencyFlag();
EffFlavVsXEff_g = (prov.book1D(hX + "G" + hE, hX + "G" + hE, nBinOutput, startOutput, endOutput));
EffFlavVsXEff_g->setEfficiencyFlag();
EffFlavVsXEff_dus = (prov.book1D(hX + "DUS" + hE, hX + "DUS" + hE, nBinOutput, startOutput, endOutput));
EffFlavVsXEff_dus->setEfficiencyFlag();
} else {
EffFlavVsXEff_d = nullptr;
EffFlavVsXEff_u = nullptr;
EffFlavVsXEff_s = nullptr;
EffFlavVsXEff_g = nullptr;
EffFlavVsXEff_dus = nullptr;
}
EffFlavVsXEff_c = (prov.book1D(hX + "C" + hE, hX + "C" + hE, nBinOutput, startOutput, endOutput));
EffFlavVsXEff_c->setEfficiencyFlag();
EffFlavVsXEff_b = (prov.book1D(hX + "B" + hE, hX + "B" + hE, nBinOutput, startOutput, endOutput));
EffFlavVsXEff_b->setEfficiencyFlag();
EffFlavVsXEff_ni = (prov.book1D(hX + "NI" + hE, hX + "NI" + hE, nBinOutput, startOutput, endOutput));
EffFlavVsXEff_ni->setEfficiencyFlag();
EffFlavVsXEff_dusg = (prov.book1D(hX + "DUSG" + hE, hX + "DUSG" + hE, nBinOutput, startOutput, endOutput));
EffFlavVsXEff_dusg->setEfficiencyFlag();
EffFlavVsXEff_pu = (prov.book1D(hX + "PU" + hE, hX + "PU" + hE, nBinOutput, startOutput, endOutput));
EffFlavVsXEff_pu->setEfficiencyFlag();
if (mcPlots_ > 2) {
EffFlavVsXEff_d->getTH1F()->SetXTitle(Title + "-jet efficiency");
EffFlavVsXEff_d->getTH1F()->SetYTitle("non " + Title + "-jet efficiency");
EffFlavVsXEff_d->getTH1F()->GetXaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_d->getTH1F()->GetYaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_u->getTH1F()->SetXTitle(Title + "-jet efficiency");
EffFlavVsXEff_u->getTH1F()->SetYTitle("non " + Title + "-jet efficiency");
EffFlavVsXEff_u->getTH1F()->GetXaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_u->getTH1F()->GetYaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_s->getTH1F()->SetXTitle(Title + "-jet efficiency");
EffFlavVsXEff_s->getTH1F()->SetYTitle("non " + Title + "-jet efficiency");
EffFlavVsXEff_s->getTH1F()->GetXaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_s->getTH1F()->GetYaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_g->getTH1F()->SetXTitle(Title + "-jet efficiency");
EffFlavVsXEff_g->getTH1F()->SetYTitle("non " + Title + "-jet efficiency");
EffFlavVsXEff_g->getTH1F()->GetXaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_g->getTH1F()->GetYaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_dus->getTH1F()->SetXTitle(Title + "-jet efficiency");
EffFlavVsXEff_dus->getTH1F()->SetYTitle("non " + Title + "-jet efficiency");
EffFlavVsXEff_dus->getTH1F()->GetXaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_dus->getTH1F()->GetYaxis()->SetTitleOffset(0.75);
}
EffFlavVsXEff_c->getTH1F()->SetXTitle(Title + "-jet efficiency");
EffFlavVsXEff_c->getTH1F()->SetYTitle("c-jet efficiency");
EffFlavVsXEff_c->getTH1F()->GetXaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_c->getTH1F()->GetYaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_b->getTH1F()->SetXTitle(Title + "-jet efficiency");
EffFlavVsXEff_b->getTH1F()->SetYTitle("b-jet efficiency");
EffFlavVsXEff_b->getTH1F()->GetXaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_b->getTH1F()->GetYaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_ni->getTH1F()->SetXTitle(Title + "-jet efficiency");
EffFlavVsXEff_ni->getTH1F()->SetYTitle("non " + Title + "-jet efficiency");
EffFlavVsXEff_ni->getTH1F()->GetXaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_ni->getTH1F()->GetYaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_dusg->getTH1F()->SetXTitle(Title + "-jet efficiency");
EffFlavVsXEff_dusg->getTH1F()->SetYTitle("non " + Title + "-jet efficiency");
EffFlavVsXEff_dusg->getTH1F()->GetXaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_dusg->getTH1F()->GetYaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_pu->getTH1F()->SetXTitle(Title + "-jet efficiency");
EffFlavVsXEff_pu->getTH1F()->SetYTitle("non " + Title + "-jet efficiency");
EffFlavVsXEff_pu->getTH1F()->GetXaxis()->SetTitleOffset(0.75);
EffFlavVsXEff_pu->getTH1F()->GetYaxis()->SetTitleOffset(0.75);
// loop over eff. vs. discriminator cut b-histo and look in which bin the closest entry is;
// use fact that eff decreases monotonously
// any of the histos to be created can be taken here:
MonitorElement* EffFlavVsXEff = EffFlavVsXEff_b;
const int& nBinX = EffFlavVsXEff->getTH1F()->GetNbinsX();
for (int iBinX = 1; iBinX <= nBinX; iBinX++) { // loop over the bins on the x-axis of the histograms to be filled
const float& effXBinWidth = EffFlavVsXEff->getTH1F()->GetBinWidth(iBinX);
const float& effXMid = EffFlavVsXEff->getTH1F()->GetBinCenter(iBinX); // middle of b-efficiency bin
const float& effXLeft = effXMid - 0.5 * effXBinWidth; // left edge of bin
const float& effXRight = effXMid + 0.5 * effXBinWidth; // right edge of bin
// find the corresponding bin in the efficiency versus discriminator cut histo: closest one in efficiency
int binClosest = -1;
if (!doCTagPlots_) {
binClosest = findBinClosestYValue(effVersusDiscr_b, effXMid, effXLeft, effXRight);
} else {
binClosest = findBinClosestYValue(effVersusDiscr_c, effXMid, effXLeft, effXRight);
}
const bool& binFound = (binClosest > 0);
//
if (binFound) {
// fill the histos
if (mcPlots_ > 2) {
EffFlavVsXEff_d->Fill(effXMid, effVersusDiscr_d->GetBinContent(binClosest));
EffFlavVsXEff_u->Fill(effXMid, effVersusDiscr_u->GetBinContent(binClosest));
EffFlavVsXEff_s->Fill(effXMid, effVersusDiscr_s->GetBinContent(binClosest));
EffFlavVsXEff_g->Fill(effXMid, effVersusDiscr_g->GetBinContent(binClosest));
EffFlavVsXEff_dus->Fill(effXMid, effVersusDiscr_dus->GetBinContent(binClosest));
}
EffFlavVsXEff_c->Fill(effXMid, effVersusDiscr_c->GetBinContent(binClosest));
EffFlavVsXEff_b->Fill(effXMid, effVersusDiscr_b->GetBinContent(binClosest));
EffFlavVsXEff_ni->Fill(effXMid, effVersusDiscr_ni->GetBinContent(binClosest));
EffFlavVsXEff_dusg->Fill(effXMid, effVersusDiscr_dusg->GetBinContent(binClosest));
EffFlavVsXEff_pu->Fill(effXMid, effVersusDiscr_pu->GetBinContent(binClosest));
if (mcPlots_ > 2) {
EffFlavVsXEff_d->getTH1F()->SetBinError(iBinX, effVersusDiscr_d->GetBinError(binClosest));
EffFlavVsXEff_u->getTH1F()->SetBinError(iBinX, effVersusDiscr_u->GetBinError(binClosest));
EffFlavVsXEff_s->getTH1F()->SetBinError(iBinX, effVersusDiscr_s->GetBinError(binClosest));
EffFlavVsXEff_g->getTH1F()->SetBinError(iBinX, effVersusDiscr_g->GetBinError(binClosest));
EffFlavVsXEff_dus->getTH1F()->SetBinError(iBinX, effVersusDiscr_dus->GetBinError(binClosest));
}
EffFlavVsXEff_c->getTH1F()->SetBinError(iBinX, effVersusDiscr_c->GetBinError(binClosest));
EffFlavVsXEff_b->getTH1F()->SetBinError(iBinX, effVersusDiscr_b->GetBinError(binClosest));
EffFlavVsXEff_ni->getTH1F()->SetBinError(iBinX, effVersusDiscr_ni->GetBinError(binClosest));
EffFlavVsXEff_dusg->getTH1F()->SetBinError(iBinX, effVersusDiscr_dusg->GetBinError(binClosest));
EffFlavVsXEff_pu->getTH1F()->SetBinError(iBinX, effVersusDiscr_pu->GetBinError(binClosest));
}
}
}
#include <memory>
#include <typeinfo>
|