/**
* Draw the Poisson estimate of the occupancy in a given ring.
*
* @param p List
* @param d Detector
* @param r Ring
*
* @return The occupancy (in percent)
*
* @deprecated Use QATrender instead
* @ingroup pwglf_forward_scripts_qa
*/
Double_t
DrawRingOccupancy(TList* p, UShort_t d, Char_t r)
{
if (!p) return 0;
TList* ring = static_cast<TList*>(p->FindObject(Form("FMD%d%c",d,r)));
if (!ring) {
Error("DrawOccupancy", "List FMD%d%c not found in %s",d,r,p->GetName());
return 0;
}
TH1* corr = static_cast<TH1*>(ring->FindObject("occupancy"));
if (!corr) {
Error("DrawRingOccupancy", "Histogram occupancy not found in FMD%d%c",
d, r);
return 0;
}
corr->Rebin(4);
TPad* pad = static_cast<TPad*>(gPad);
pad->SetGridy();
pad->SetGridx();
pad->SetLogy();
pad->SetFillColor(0);
pad->SetRightMargin(0.01);
#if 0
if (d == 3) {
pad->SetPad(pad->GetXlowNDC(), pad->GetYlowNDC(), .99,
pad->GetYlowNDC()+pad->GetHNDC());
pad->SetRightMargin(0.15);
}
#endif
corr->Draw("hist");
TLatex* ltx = new TLatex(.95, .95, Form("FMD%d%c", d, r));
ltx->SetNDC();
ltx->SetTextAlign(33);
ltx->SetTextSize(.08);
ltx->Draw();
return corr->GetMean();
}
void InitSubPad(TPad* pad, int i)
{
//printf("Pad: %p, index: %d\n",pad,i);
pad->cd(i);
TPad *tmpPad = (TPad*) pad->GetPad(i);
tmpPad->SetLeftMargin (0.20);
tmpPad->SetTopMargin (0.05);
tmpPad->SetRightMargin (0.07);
tmpPad->SetBottomMargin(0.15);
return;
}
void ALICEWorkInProgress(TCanvas *c,TString today){
//date must be in the form: 04/05/2010
if(today=="today"){
TDatime startt;
int date=startt.GetDate();
int y=date/10000;
int m=(date%10000)/100;
int d=date%100;
today="";
today+=d;
if(m<10)
today.Append("/0");
else today.Append("/");
today+=m;
today.Append("/");
today+=y;
}
TPad *myPadLogo = new TPad("myPadLogo", "Pad for ALICE Logo",0.67,0.65,0.82,0.89);
// myPadLogo->SetFillColor(2);
myPadLogo->SetBorderMode(0);
myPadLogo->SetBorderSize(2);
myPadLogo->SetFrameBorderMode(0);
myPadLogo->SetLeftMargin(0.0);
myPadLogo->SetTopMargin(0.0);
myPadLogo->SetBottomMargin(0.0);
myPadLogo->SetRightMargin(0.0);
myPadLogo->Draw();
myPadLogo->cd();
TASImage *myAliceLogo = new TASImage("/u/mfasel/work/electron/Spectrum/alice_logo.png");
myAliceLogo->Draw();
c->cd();
TPaveText* t1=new TPaveText(0.59,0.59,0.89,0.66,"NDC");
t1->SetFillStyle(0);
t1->SetBorderSize(0);
t1->AddText(0.,0.,"ALICE Performance");
t1->SetTextColor(kRed);
t1->SetTextFont(42);
t1->Draw();
TPaveText* t2=new TPaveText(0.59,0.54,0.89,0.60,"NDC");
t2->SetFillStyle(0);
t2->SetBorderSize(0);
t2->SetTextColor(kRed);
t2->SetTextFont(52);
t2->AddText(0.,0.,today.Data());
t2->Draw();
}
void DrawALICELogo(Bool_t prel, Float_t x1, Float_t y1, Float_t x2, Float_t y2)
{
// correct for aspect ratio of figure plus aspect ratio of pad (coordinates are NDC!)
x2 = x1 + (y2 - y1) * (466. / 523) * gPad->GetWh() * gPad->GetHNDC() / (gPad->GetWNDC() * gPad->GetWw());
// Printf("%f %f %f %f", x1, x2, y1, y2);
TPad *myPadLogo = new TPad("myPadLogo", "Pad for ALICE Logo", x1, y1, x2, y2);
myPadLogo->SetLeftMargin(0);
myPadLogo->SetTopMargin(0);
myPadLogo->SetRightMargin(0);
myPadLogo->SetBottomMargin(0);
myPadLogo->Draw();
myPadLogo->cd();
TASImage *myAliceLogo = new TASImage((prel) ? "~/alice_logo_preliminary.eps" : "~/alice_logo_performance.eps");
myAliceLogo->Draw();
}
void DrawALICELogo(Float_t x1, Float_t y1, Float_t x2, Float_t y2)
{
// Correct for aspect ratio of figure plus aspect ratio of pad.
// Coordinates are NDC!
x2 = x1 + (y2 - y1)*0.891*gPad->GetCanvas()->GetWindowHeight()*gPad->GetHNDC() / (gPad->GetWNDC() * gPad->GetCanvas()->GetWindowWidth());
TPad *myPadLogo = new TPad("myPadLogo","Pad for ALICE Logo", x1, y1, x2, y2);
myPadLogo->SetLeftMargin(0);
myPadLogo->SetTopMargin(0);
myPadLogo->SetRightMargin(0);
myPadLogo->SetBottomMargin(0);
myPadLogo->Draw();
myPadLogo->cd();
TASImage *myAliceLogo =
new TASImage("alice_logo_preliminary.eps");
myAliceLogo->Draw("same");
}
void test3()
{
//=========Macro generated from canvas: default_Canvas/defaultCanvas
//========= (Fri May 6 10:50:13 2016) by ROOT version6.04/10
TCanvas *default_Canvas = new TCanvas("default_Canvas", "defaultCanvas",0,0,700,500);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
default_Canvas->SetHighLightColor(2);
default_Canvas->Range(0,0,1,1);
default_Canvas->SetFillColor(0);
default_Canvas->SetBorderMode(0);
default_Canvas->SetBorderSize(2);
default_Canvas->SetTickx(1);
default_Canvas->SetTicky(1);
default_Canvas->SetLeftMargin(0.14);
default_Canvas->SetRightMargin(0.05);
default_Canvas->SetTopMargin(0.05);
default_Canvas->SetBottomMargin(0.16);
default_Canvas->SetFrameLineWidth(2);
default_Canvas->SetFrameBorderMode(0);
// ------------>Primitives in pad: upperPad
TPad *upperPad = new TPad("upperPad", "upperPad",0.005,0.05,0.995,0.995);
upperPad->Draw();
upperPad->cd();
upperPad->Range(1.567901,0.02811051,4.654321,0.1367104);
upperPad->SetFillColor(0);
upperPad->SetFillStyle(4000);
upperPad->SetBorderMode(0);
upperPad->SetBorderSize(2);
upperPad->SetTickx(1);
upperPad->SetTicky(1);
upperPad->SetLeftMargin(0.14);
upperPad->SetRightMargin(0.05);
upperPad->SetTopMargin(0.05);
upperPad->SetBottomMargin(0.14);
upperPad->SetFrameLineWidth(2);
upperPad->SetFrameBorderMode(0);
upperPad->SetFrameLineWidth(2);
upperPad->SetFrameBorderMode(0);
TH1F *test3_red_0_0_norm__1 = new TH1F("test3_red_0_0_norm__1","ETA",10,2,4.5);
test3_red_0_0_norm__1->SetBinContent(1,0.1040398);
test3_red_0_0_norm__1->SetBinContent(2,0.1186439);
test3_red_0_0_norm__1->SetBinContent(3,0.1256071);
test3_red_0_0_norm__1->SetBinContent(4,0.1229555);
test3_red_0_0_norm__1->SetBinContent(5,0.118442);
test3_red_0_0_norm__1->SetBinContent(6,0.1127067);
test3_red_0_0_norm__1->SetBinContent(7,0.09951538);
test3_red_0_0_norm__1->SetBinContent(8,0.08332527);
test3_red_0_0_norm__1->SetBinContent(9,0.06651872);
test3_red_0_0_norm__1->SetBinContent(10,0.0482457);
test3_red_0_0_norm__1->SetBinError(1,0.001708584);
test3_red_0_0_norm__1->SetBinError(2,0.001736969);
test3_red_0_0_norm__1->SetBinError(3,0.001484444);
test3_red_0_0_norm__1->SetBinError(4,0.001426268);
test3_red_0_0_norm__1->SetBinError(5,0.001336676);
test3_red_0_0_norm__1->SetBinError(6,0.00122978);
test3_red_0_0_norm__1->SetBinError(7,0.00125216);
test3_red_0_0_norm__1->SetBinError(8,0.00113555);
test3_red_0_0_norm__1->SetBinError(9,0.0009819959);
test3_red_0_0_norm__1->SetBinError(10,0.0009418311);
test3_red_0_0_norm__1->SetEntries(58129);
test3_red_0_0_norm__1->SetStats(0);
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm__1->SetFillColor(ci);
test3_red_0_0_norm__1->SetFillStyle(0);
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm__1->SetLineColor(ci);
test3_red_0_0_norm__1->SetLineWidth(2);
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm__1->SetMarkerColor(ci);
test3_red_0_0_norm__1->SetMarkerStyle(20);
test3_red_0_0_norm__1->GetXaxis()->SetTitle("#eta");
test3_red_0_0_norm__1->GetXaxis()->SetNdivisions(1005);
test3_red_0_0_norm__1->GetXaxis()->SetLabelFont(132);
test3_red_0_0_norm__1->GetXaxis()->SetLabelOffset(0.02);
test3_red_0_0_norm__1->GetXaxis()->SetLabelSize(0.05);
test3_red_0_0_norm__1->GetXaxis()->SetTitleSize(0.06);
test3_red_0_0_norm__1->GetXaxis()->SetTitleFont(132);
test3_red_0_0_norm__1->GetYaxis()->SetNdivisions(505);
test3_red_0_0_norm__1->GetYaxis()->SetLabelFont(132);
test3_red_0_0_norm__1->GetYaxis()->SetLabelSize(0.05);
test3_red_0_0_norm__1->GetYaxis()->SetTitleSize(0.06);
test3_red_0_0_norm__1->GetYaxis()->SetTitleFont(132);
test3_red_0_0_norm__1->GetZaxis()->SetLabelFont(132);
test3_red_0_0_norm__1->GetZaxis()->SetLabelSize(0.05);
test3_red_0_0_norm__1->GetZaxis()->SetTitleSize(0.06);
test3_red_0_0_norm__1->GetZaxis()->SetTitleFont(132);
test3_red_0_0_norm__1->Draw("");
Double_t xAxis1[11] = {2, 2.25, 2.5, 2.75, 3, 3.25, 3.5, 3.75, 4, 4.25, 4.5};
TH1F *test3_green_0_1_norm__2 = new TH1F("test3_green_0_1_norm__2","ETA",10, xAxis1);
test3_green_0_1_norm__2->SetBinContent(1,0.1214835);
test3_green_0_1_norm__2->SetBinContent(2,0.1235428);
test3_green_0_1_norm__2->SetBinContent(3,0.1252758);
test3_green_0_1_norm__2->SetBinContent(4,0.1207572);
test3_green_0_1_norm__2->SetBinContent(5,0.1150848);
test3_green_0_1_norm__2->SetBinContent(6,0.1056844);
test3_green_0_1_norm__2->SetBinContent(7,0.09450962);
test3_green_0_1_norm__2->SetBinContent(8,0.07910584);
test3_green_0_1_norm__2->SetBinContent(9,0.06467657);
test3_green_0_1_norm__2->SetBinContent(10,0.04987957);
test3_green_0_1_norm__2->SetEntries(10);
test3_green_0_1_norm__2->SetStats(0);
ci = TColor::GetColor("#00ff00");
test3_green_0_1_norm__2->SetFillColor(ci);
test3_green_0_1_norm__2->SetFillStyle(0);
ci = TColor::GetColor("#00ff00");
test3_green_0_1_norm__2->SetLineColor(ci);
test3_green_0_1_norm__2->SetLineWidth(2);
ci = TColor::GetColor("#00ff00");
test3_green_0_1_norm__2->SetMarkerColor(ci);
test3_green_0_1_norm__2->SetMarkerStyle(20);
test3_green_0_1_norm__2->GetXaxis()->SetTitle("#eta");
test3_green_0_1_norm__2->GetXaxis()->SetNdivisions(1005);
test3_green_0_1_norm__2->GetXaxis()->SetLabelFont(132);
test3_green_0_1_norm__2->GetXaxis()->SetLabelOffset(0.02);
test3_green_0_1_norm__2->GetXaxis()->SetLabelSize(0.05);
test3_green_0_1_norm__2->GetXaxis()->SetTitleSize(0.06);
test3_green_0_1_norm__2->GetXaxis()->SetTitleFont(132);
test3_green_0_1_norm__2->GetYaxis()->SetNdivisions(505);
test3_green_0_1_norm__2->GetYaxis()->SetLabelFont(132);
test3_green_0_1_norm__2->GetYaxis()->SetLabelSize(0.05);
test3_green_0_1_norm__2->GetYaxis()->SetTitleSize(0.06);
test3_green_0_1_norm__2->GetYaxis()->SetTitleFont(132);
test3_green_0_1_norm__2->GetZaxis()->SetLabelFont(132);
test3_green_0_1_norm__2->GetZaxis()->SetLabelSize(0.05);
test3_green_0_1_norm__2->GetZaxis()->SetTitleSize(0.06);
test3_green_0_1_norm__2->GetZaxis()->SetTitleFont(132);
test3_green_0_1_norm__2->Draw("same");
TLegend *leg = new TLegend(0.2,0.7,0.4,0.85,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextFont(132);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(2);
leg->SetFillColor(10);
leg->SetFillStyle(0);
TLegendEntry *entry=leg->AddEntry("MuonTrackingMC2015RW_Sim09/ETA_tot","T&P","lep");
ci = TColor::GetColor("#ff0000");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
ci = TColor::GetColor("#ff0000");
entry->SetMarkerColor(ci);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("MuonUbsTrackingMC2015/ETA_tot","Truth","lep");
ci = TColor::GetColor("#00ff00");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
ci = TColor::GetColor("#00ff00");
entry->SetMarkerColor(ci);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
leg->Draw();
TH1F *test3_red_0_0_norm_copy__3 = new TH1F("test3_red_0_0_norm_copy__3","ETA",10,2,4.5);
test3_red_0_0_norm_copy__3->SetBinContent(1,0.1040398);
test3_red_0_0_norm_copy__3->SetBinContent(2,0.1186439);
test3_red_0_0_norm_copy__3->SetBinContent(3,0.1256071);
test3_red_0_0_norm_copy__3->SetBinContent(4,0.1229555);
test3_red_0_0_norm_copy__3->SetBinContent(5,0.118442);
test3_red_0_0_norm_copy__3->SetBinContent(6,0.1127067);
test3_red_0_0_norm_copy__3->SetBinContent(7,0.09951538);
test3_red_0_0_norm_copy__3->SetBinContent(8,0.08332527);
test3_red_0_0_norm_copy__3->SetBinContent(9,0.06651872);
test3_red_0_0_norm_copy__3->SetBinContent(10,0.0482457);
test3_red_0_0_norm_copy__3->SetBinError(1,0.001708584);
test3_red_0_0_norm_copy__3->SetBinError(2,0.001736969);
test3_red_0_0_norm_copy__3->SetBinError(3,0.001484444);
test3_red_0_0_norm_copy__3->SetBinError(4,0.001426268);
test3_red_0_0_norm_copy__3->SetBinError(5,0.001336676);
test3_red_0_0_norm_copy__3->SetBinError(6,0.00122978);
test3_red_0_0_norm_copy__3->SetBinError(7,0.00125216);
test3_red_0_0_norm_copy__3->SetBinError(8,0.00113555);
test3_red_0_0_norm_copy__3->SetBinError(9,0.0009819959);
test3_red_0_0_norm_copy__3->SetBinError(10,0.0009418311);
test3_red_0_0_norm_copy__3->SetEntries(58129);
test3_red_0_0_norm_copy__3->SetDirectory(0);
test3_red_0_0_norm_copy__3->SetStats(0);
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm_copy__3->SetFillColor(ci);
test3_red_0_0_norm_copy__3->SetFillStyle(0);
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm_copy__3->SetLineColor(ci);
test3_red_0_0_norm_copy__3->SetLineWidth(2);
ci = TColor::GetColor("#ff0000");
test3_red_0_0_norm_copy__3->SetMarkerColor(ci);
test3_red_0_0_norm_copy__3->SetMarkerStyle(20);
test3_red_0_0_norm_copy__3->GetXaxis()->SetTitle("#eta");
test3_red_0_0_norm_copy__3->GetXaxis()->SetNdivisions(1005);
test3_red_0_0_norm_copy__3->GetXaxis()->SetLabelFont(132);
test3_red_0_0_norm_copy__3->GetXaxis()->SetLabelOffset(0.02);
test3_red_0_0_norm_copy__3->GetXaxis()->SetLabelSize(0.05);
test3_red_0_0_norm_copy__3->GetXaxis()->SetTitleSize(0.06);
test3_red_0_0_norm_copy__3->GetXaxis()->SetTitleFont(132);
test3_red_0_0_norm_copy__3->GetYaxis()->SetNdivisions(505);
test3_red_0_0_norm_copy__3->GetYaxis()->SetLabelFont(132);
test3_red_0_0_norm_copy__3->GetYaxis()->SetLabelSize(0.05);
test3_red_0_0_norm_copy__3->GetYaxis()->SetTitleSize(0.06);
test3_red_0_0_norm_copy__3->GetYaxis()->SetTitleFont(132);
test3_red_0_0_norm_copy__3->GetZaxis()->SetLabelFont(132);
test3_red_0_0_norm_copy__3->GetZaxis()->SetLabelSize(0.05);
test3_red_0_0_norm_copy__3->GetZaxis()->SetTitleSize(0.06);
test3_red_0_0_norm_copy__3->GetZaxis()->SetTitleFont(132);
test3_red_0_0_norm_copy__3->Draw("sameaxis");
upperPad->Modified();
default_Canvas->cd();
default_Canvas->Modified();
default_Canvas->cd();
default_Canvas->SetSelected(default_Canvas);
}
void DrawVariable(TString DIR,TString VAR,float LUMI,bool LOG,int REBIN,float XMIN,float XMAX,TString XTITLE,bool isINT,int XNDIV,bool PRINT)
{
gROOT->ForceStyle();
const int N = 14;
TString SAMPLE[N] = {
"JetHT",
"TT_TuneCUETP8M1_13TeV-powheg-pythia8",
"WJetsToQQ_HT180_13TeV-madgraphMLM-pythia8",
"DYJetsToQQ_HT180_13TeV-madgraphMLM-pythia8",
"ST_t-channel_top_4f_inclusiveDecays_13TeV-powhegV2-madspin-pythia8_TuneCUETP8M1",
"ST_t-channel_antitop_4f_inclusiveDecays_13TeV-powhegV2-madspin-pythia8_TuneCUETP8M1",
"ST_tW_top_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M1",
"ST_tW_antitop_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M1",
"QCD_HT300to500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT500to700_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT700to1000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT1000to1500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT1500to2000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT2000toInf_TuneCUETP8M1_13TeV-madgraphMLM-pythia8"
};
float XSEC[N] = {1.0,0.5*832,3539,1460.,136.02,80.95,35.6,35.6,3.67e+5,2.94e+4,6.524e+03,1.064e+03,121.5,2.542e+01};
TFile *inf[N];
TH1F *h[N];
TCanvas *can = new TCanvas("DataVsMC_"+DIR+"_"+VAR,"DataVsMC_"+DIR+"_"+VAR,900,600);
can->SetRightMargin(0.15);
for(int i=0;i<N;i++) {
inf[i] = TFile::Open("Histo_"+SAMPLE[i]+".root");
h[i] = (TH1F*)inf[i]->Get(DIR+"/hWt_"+VAR);
if (!h[i]) {
cout<<"Histogram "<<"hWt_"+VAR<<" does not exist !!!"<<endl;
break;
}
h[i]->SetDirectory(0);
h[i]->Sumw2();
h[i]->Rebin(REBIN);
h[i]->SetLineWidth(1);
h[i]->SetLineColor(kBlack);
if (i>0) {
float norm = ((TH1F*)inf[i]->Get("eventCounter/GenEventWeight"))->GetSumOfWeights();
//cout<<SAMPLE[i]<<" "<<norm<<endl;
h[i]->Scale(LUMI*XSEC[i]/norm);
}
inf[i]->Close();
}
TH1F *hQCD = (TH1F*)h[8]->Clone("hQCD");
for(int i=9;i<N;i++) {
hQCD->Add(h[i]);
}
TH1F *hST = (TH1F*)h[4]->Clone("hST");
hST->Add(h[5]);
hST->Add(h[6]);
hST->Add(h[7]);
h[0]->SetLineWidth(2);//data
hQCD->SetFillColor(kBlue-10);//QCD
h[1]->SetFillColor(kOrange);//ttbar
h[2]->SetFillColor(kGreen-10);//WJets
h[3]->SetFillColor(kGreen-8);//ZJets
hST->SetFillColor(kOrange-1);//ST
float kfactor = 1.0;
if (hQCD->Integral() > 0) {
kfactor = (h[0]->Integral()-h[1]->Integral()-h[2]->Integral()-h[3]->Integral()-hST->Integral())/hQCD->Integral();
}
hQCD->Scale(kfactor);
TH1F *hBkg = (TH1F*)hQCD->Clone("hBkg");
hBkg->Add(h[1]);
hBkg->Add(h[2]);
hBkg->Add(h[3]);
hBkg->Add(h[4]);
hBkg->Add(hST);
//hBkg->SetFillColor(kGray);
cout<<"======== "<<VAR<<"====================="<<endl;
cout<<"Data events: "<<h[0]->Integral()<<endl;
cout<<"QCD events: "<<hQCD->Integral()<<endl;
cout<<"WJets events: "<<h[2]->Integral()<<endl;
cout<<"ZJets events: "<<h[3]->Integral()<<endl;
cout<<"ST events: "<<hST->Integral()<<endl;
cout<<"TTbar events: "<<h[1]->Integral()<<endl;
cout<<"kfactor: "<<kfactor<<endl;
THStack *hs = new THStack("hs","hs");
if (LOG) {
hs->Add(h[2]);
hs->Add(h[3]);
hs->Add(hST);
hs->Add(hQCD);
hs->Add(h[1]);
}
else {
hs->Add(h[3]);
hs->Add(hST);
hs->Add(h[2]);
hs->Add(hQCD);
hs->Add(h[1]);
}
TH1F *hRatio = (TH1F*)h[0]->Clone("Ratio");
hRatio->SetLineWidth(2);
hRatio->Divide(hBkg);
TLegend *leg = new TLegend(0.86,0.7,0.99,0.9);
leg->SetFillColor(0);
leg->SetTextFont(42);
leg->SetTextSize(0.03);
leg->AddEntry(hQCD,"QCD","F");
leg->AddEntry(h[1],"TTbar","F");
leg->AddEntry(hST,"ST","F");
leg->AddEntry(h[2],"WJets","F");
leg->AddEntry(h[3],"ZJets","F");
can->SetBottomMargin(0.25);
TH1F *hAux = (TH1F*)h[0]->Clone("aux");
hAux->Reset();
hAux->GetXaxis()->SetNdivisions(XNDIV);
if (isINT) {
hAux->GetXaxis()->CenterLabels();
}
hAux->GetYaxis()->SetRangeUser(0.5,1.1*TMath::Max(hBkg->GetBinContent(hBkg->GetMaximumBin()),h[0]->GetBinContent(h[0]->GetMaximumBin())));
if (LOG) {
gPad->SetLogy();
hAux->GetYaxis()->SetRangeUser(0.5,2*TMath::Max(hBkg->GetBinContent(hBkg->GetMaximumBin()),h[0]->GetBinContent(h[0]->GetMaximumBin())));
}
hAux->GetXaxis()->SetRangeUser(XMIN,XMAX);
hAux->GetYaxis()->SetTitle(TString::Format("Number of events / %1.2f fb^{-1}",LUMI/1000));
hAux->GetXaxis()->SetTitle("");
hAux->GetXaxis()->SetLabelSize(0.0);
hAux->Draw();
hs->Draw("hist same");
//hBkg->Draw("sames hist");
h[0]->Draw("sames E");
leg->Draw();
gPad->RedrawAxis();
TPad *pad = new TPad("pad","pad",0.,0.,1.,1.);
pad->SetTopMargin(0.77);
pad->SetRightMargin(0.15);
pad->SetFillColor(0);
pad->SetFillStyle(0);
pad->Draw();
pad->cd(0);
pad->SetGridy();
hRatio->GetXaxis()->SetTitleOffset(0.95);
hRatio->GetYaxis()->SetTitleOffset(1.5);
hRatio->GetYaxis()->SetTickLength(0.06);
hRatio->GetYaxis()->SetTitleSize(0.03);
hRatio->GetYaxis()->SetLabelSize(0.03);
hRatio->GetYaxis()->SetTitle("Data/MC");
hRatio->GetXaxis()->SetTitle(XTITLE);
hRatio->GetXaxis()->SetRangeUser(XMIN,XMAX);
hRatio->GetYaxis()->SetRangeUser(0.5,1.5);
hRatio->GetYaxis()->SetNdivisions(505);
hRatio->GetXaxis()->SetNdivisions(XNDIV);
if (isINT) {
hRatio->GetXaxis()->CenterLabels();
}
hRatio->Draw();
if (PRINT) {
can->Print("plots/"+TString(can->GetName())+".pdf");
can->Print("plots/"+TString(can->GetName())+".png");
}
}
void zj_ptj_8TeV()
{
//=========Macro generated from canvas: default_Canvas/defaultCanvas
//========= (Thu Apr 28 10:19:34 2016) by ROOT version6.04/10
TCanvas *default_Canvas = new TCanvas("default_Canvas", "defaultCanvas",0,0,800,800);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
default_Canvas->SetHighLightColor(2);
default_Canvas->Range(0,0,1,1);
default_Canvas->SetFillColor(0);
default_Canvas->SetBorderMode(0);
default_Canvas->SetBorderSize(2);
default_Canvas->SetTickx(1);
default_Canvas->SetTicky(1);
default_Canvas->SetLeftMargin(0.14);
default_Canvas->SetRightMargin(0.05);
default_Canvas->SetTopMargin(0.05);
default_Canvas->SetBottomMargin(0.16);
default_Canvas->SetFrameLineWidth(2);
default_Canvas->SetFrameBorderMode(0);
// ------------>Primitives in pad: bottomPad
TPad *bottomPad = new TPad("bottomPad", "bottomPad",0.005,0.05,0.995,0.995);
bottomPad->Draw();
bottomPad->cd();
bottomPad->Range(0,0,1,1);
bottomPad->SetFillColor(0);
bottomPad->SetFillStyle(4000);
bottomPad->SetBorderMode(0);
bottomPad->SetBorderSize(2);
bottomPad->SetTickx(1);
bottomPad->SetTicky(1);
bottomPad->SetLeftMargin(0.14);
bottomPad->SetRightMargin(0.05);
bottomPad->SetTopMargin(0.05);
bottomPad->SetBottomMargin(0.16);
bottomPad->SetFrameLineWidth(2);
bottomPad->SetFrameBorderMode(0);
bottomPad->Modified();
default_Canvas->cd();
// ------------>Primitives in pad: upperPad
TPad *upperPad = new TPad("upperPad", "upperPad",0.005,0.05,0.995,0.995);
upperPad->Draw();
upperPad->cd();
upperPad->Range(6.172839,-0.2132695,104.9383,0.4330016);
upperPad->SetFillColor(0);
upperPad->SetFillStyle(4000);
upperPad->SetBorderMode(0);
upperPad->SetBorderSize(2);
upperPad->SetTickx(1);
upperPad->SetTicky(1);
upperPad->SetLeftMargin(0.14);
upperPad->SetRightMargin(0.05);
upperPad->SetTopMargin(0.05);
upperPad->SetBottomMargin(0.33);
upperPad->SetFrameLineWidth(2);
upperPad->SetFrameBorderMode(0);
upperPad->SetFrameLineWidth(2);
upperPad->SetFrameBorderMode(0);
Double_t xAxis19[6] = {20, 25, 30, 40, 50, 100};
TH1F *z_ptj_toterr__19 = new TH1F("z_ptj_toterr__19","z_ptj",5, xAxis19);
z_ptj_toterr__19->SetBinContent(1,0.3608738);
z_ptj_toterr__19->SetBinContent(2,0.225932);
z_ptj_toterr__19->SetBinContent(3,0.1253807);
z_ptj_toterr__19->SetBinContent(4,0.06703913);
z_ptj_toterr__19->SetBinContent(5,0.01561868);
z_ptj_toterr__19->SetBinContent(6,0.780934);
z_ptj_toterr__19->SetBinError(1,0.02073388);
z_ptj_toterr__19->SetBinError(2,0.01400757);
z_ptj_toterr__19->SetBinError(3,0.009350811);
z_ptj_toterr__19->SetBinError(4,0.004623786);
z_ptj_toterr__19->SetBinError(5,0.001395185);
z_ptj_toterr__19->SetBinError(6,0.06975923);
z_ptj_toterr__19->SetEntries(12);
z_ptj_toterr__19->SetStats(0);
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#ffff00");
z_ptj_toterr__19->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
z_ptj_toterr__19->SetLineColor(ci);
z_ptj_toterr__19->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
z_ptj_toterr__19->SetMarkerColor(ci);
z_ptj_toterr__19->SetMarkerStyle(0);
z_ptj_toterr__19->GetXaxis()->SetNdivisions(4);
z_ptj_toterr__19->GetXaxis()->SetLabelFont(132);
z_ptj_toterr__19->GetXaxis()->SetLabelOffset(999);
z_ptj_toterr__19->GetXaxis()->SetLabelSize(0);
z_ptj_toterr__19->GetXaxis()->SetTitleSize(0.06);
z_ptj_toterr__19->GetXaxis()->SetTitleFont(132);
z_ptj_toterr__19->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
z_ptj_toterr__19->GetYaxis()->SetLabelFont(132);
z_ptj_toterr__19->GetYaxis()->SetLabelSize(0.05);
z_ptj_toterr__19->GetYaxis()->SetTitleSize(0.06);
z_ptj_toterr__19->GetYaxis()->SetTitleOffset(1.3);
z_ptj_toterr__19->GetYaxis()->SetTitleFont(132);
z_ptj_toterr__19->GetZaxis()->SetLabelFont(132);
z_ptj_toterr__19->GetZaxis()->SetLabelSize(0.05);
z_ptj_toterr__19->GetZaxis()->SetTitleSize(0.06);
z_ptj_toterr__19->GetZaxis()->SetTitleFont(132);
z_ptj_toterr__19->Draw("e2");
Double_t xAxis20[6] = {20, 25, 30, 40, 50, 100};
TH1F *z_ptj_staterr__20 = new TH1F("z_ptj_staterr__20","z_ptj",5, xAxis20);
z_ptj_staterr__20->SetBinContent(1,0.3608738);
z_ptj_staterr__20->SetBinContent(2,0.225932);
z_ptj_staterr__20->SetBinContent(3,0.1253807);
z_ptj_staterr__20->SetBinContent(4,0.06703913);
z_ptj_staterr__20->SetBinContent(5,0.01561868);
z_ptj_staterr__20->SetBinContent(6,0.780934);
z_ptj_staterr__20->SetBinError(1,0.007287406);
z_ptj_staterr__20->SetBinError(2,0.005663236);
z_ptj_staterr__20->SetBinError(3,0.002951952);
z_ptj_staterr__20->SetBinError(4,0.002192817);
z_ptj_staterr__20->SetBinError(5,0.0004728113);
z_ptj_staterr__20->SetBinError(6,0.02364057);
z_ptj_staterr__20->SetEntries(12);
z_ptj_staterr__20->SetStats(0);
ci = TColor::GetColor("#ff9933");
z_ptj_staterr__20->SetFillColor(ci);
ci = TColor::GetColor("#ff9933");
z_ptj_staterr__20->SetLineColor(ci);
z_ptj_staterr__20->SetLineWidth(2);
ci = TColor::GetColor("#ff9933");
z_ptj_staterr__20->SetMarkerColor(ci);
z_ptj_staterr__20->SetMarkerStyle(0);
z_ptj_staterr__20->GetXaxis()->SetNdivisions(4);
z_ptj_staterr__20->GetXaxis()->SetLabelFont(132);
z_ptj_staterr__20->GetXaxis()->SetLabelOffset(999);
z_ptj_staterr__20->GetXaxis()->SetLabelSize(0);
z_ptj_staterr__20->GetXaxis()->SetTitleSize(0.06);
z_ptj_staterr__20->GetXaxis()->SetTitleFont(132);
z_ptj_staterr__20->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
z_ptj_staterr__20->GetYaxis()->SetLabelFont(132);
z_ptj_staterr__20->GetYaxis()->SetLabelSize(0.05);
z_ptj_staterr__20->GetYaxis()->SetTitleSize(0.06);
z_ptj_staterr__20->GetYaxis()->SetTitleFont(132);
z_ptj_staterr__20->GetZaxis()->SetLabelFont(132);
z_ptj_staterr__20->GetZaxis()->SetLabelSize(0.05);
z_ptj_staterr__20->GetZaxis()->SetTitleSize(0.06);
z_ptj_staterr__20->GetZaxis()->SetTitleFont(132);
z_ptj_staterr__20->Draw("e2same");
Double_t ptj_toterrs_fx3022[5] = {
23.25,
28.25,
36.5,
46.5,
82.5};
Double_t ptj_toterrs_fy3022[5] = {
0.3671394,
0.2404275,
0.1334798,
0.06537649,
0.01594908};
Double_t ptj_toterrs_felx3022[5] = {
0,
0,
0,
0,
0};
Double_t ptj_toterrs_fely3022[5] = {
0.02997783,
0.02293181,
0.009217184,
0.004503167,
0.001643067};
Double_t ptj_toterrs_fehx3022[5] = {
0,
0,
0,
0,
0};
Double_t ptj_toterrs_fehy3022[5] = {
0.02512764,
0.01751375,
0.008693834,
0.005222099,
0.001753864};
TGraphAsymmErrors *grae = new TGraphAsymmErrors(5,ptj_toterrs_fx3022,ptj_toterrs_fy3022,ptj_toterrs_felx3022,ptj_toterrs_fehx3022,ptj_toterrs_fely3022,ptj_toterrs_fehy3022);
grae->SetName("ptj_toterrs");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_Graph_ptj_toterrs30153022 = new TH1F("Graph_Graph_ptj_toterrs30153022","",100,17.325,88.425);
Graph_Graph_ptj_toterrs30153022->SetMinimum(0.01287542);
Graph_Graph_ptj_toterrs30153022->SetMaximum(0.4300631);
Graph_Graph_ptj_toterrs30153022->SetDirectory(0);
Graph_Graph_ptj_toterrs30153022->SetStats(0);
Graph_Graph_ptj_toterrs30153022->SetLineWidth(2);
Graph_Graph_ptj_toterrs30153022->SetMarkerStyle(0);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetNdivisions(4);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetLabelOffset(999);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetLabelSize(0);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30153022->GetXaxis()->SetTitleFont(132);
Graph_Graph_ptj_toterrs30153022->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
Graph_Graph_ptj_toterrs30153022->GetYaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30153022->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_ptj_toterrs30153022->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30153022->GetYaxis()->SetTitleFont(132);
Graph_Graph_ptj_toterrs30153022->GetZaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30153022->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_ptj_toterrs30153022->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30153022->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_ptj_toterrs30153022);
grae->Draw("p1p");
Double_t _fx3023[5] = {
23.25,
28.25,
36.5,
46.5,
82.5};
Double_t _fy3023[5] = {
0.3671394,
0.2404275,
0.1334798,
0.06537649,
0.01594908};
Double_t _felx3023[5] = {
0,
0,
0,
0,
0};
Double_t _fely3023[5] = {
0.01985385,
0.01348796,
0.006928003,
0.003412992,
0.001084033};
Double_t _fehx3023[5] = {
0,
0,
0,
0,
0};
Double_t _fehy3023[5] = {
0.01921597,
0.01338518,
0.006596172,
0.003531927,
0.001381032};
grae = new TGraphAsymmErrors(5,_fx3023,_fy3023,_felx3023,_fehx3023,_fely3023,_fehy3023);
grae->SetName("");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_Graph_Graph30163023 = new TH1F("Graph_Graph_Graph30163023","",100,17.325,88.425);
Graph_Graph_Graph30163023->SetMinimum(0.01337855);
Graph_Graph_Graph30163023->SetMaximum(0.4235044);
Graph_Graph_Graph30163023->SetDirectory(0);
Graph_Graph_Graph30163023->SetStats(0);
Graph_Graph_Graph30163023->SetLineWidth(2);
Graph_Graph_Graph30163023->SetMarkerStyle(0);
Graph_Graph_Graph30163023->GetXaxis()->SetNdivisions(4);
Graph_Graph_Graph30163023->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph30163023->GetXaxis()->SetLabelOffset(999);
Graph_Graph_Graph30163023->GetXaxis()->SetLabelSize(0);
Graph_Graph_Graph30163023->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30163023->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph30163023->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
Graph_Graph_Graph30163023->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph30163023->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph30163023->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30163023->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph30163023->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph30163023->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph30163023->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30163023->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_Graph30163023);
grae->Draw("p1p");
Double_t ptj_toterrs_fx3024[5] = {
21.75,
26.75,
33.5,
43.5,
67.5};
Double_t ptj_toterrs_fy3024[5] = {
0.389299,
0.2509263,
0.1443755,
0.07365244,
0.01874484};
Double_t ptj_toterrs_felx3024[5] = {
0,
0,
0,
0,
0};
Double_t ptj_toterrs_fely3024[5] = {
0.0283978,
0.01982285,
0.01219084,
0.00636368,
0.001684181};
Double_t ptj_toterrs_fehx3024[5] = {
0,
0,
0,
0,
0};
Double_t ptj_toterrs_fehy3024[5] = {
0.03041728,
0.02088176,
0.0127053,
0.007720362,
0.001934453};
grae = new TGraphAsymmErrors(5,ptj_toterrs_fx3024,ptj_toterrs_fy3024,ptj_toterrs_felx3024,ptj_toterrs_fehx3024,ptj_toterrs_fely3024,ptj_toterrs_fehy3024);
grae->SetName("ptj_toterrs");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph_ptj_toterrs30173024 = new TH1F("Graph_Graph_ptj_toterrs30173024","",100,17.175,72.075);
Graph_Graph_ptj_toterrs30173024->SetMinimum(0.01535459);
Graph_Graph_ptj_toterrs30173024->SetMaximum(0.4599818);
Graph_Graph_ptj_toterrs30173024->SetDirectory(0);
Graph_Graph_ptj_toterrs30173024->SetStats(0);
Graph_Graph_ptj_toterrs30173024->SetLineWidth(2);
Graph_Graph_ptj_toterrs30173024->SetMarkerStyle(0);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetNdivisions(4);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetLabelOffset(999);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetLabelSize(0);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30173024->GetXaxis()->SetTitleFont(132);
Graph_Graph_ptj_toterrs30173024->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
Graph_Graph_ptj_toterrs30173024->GetYaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30173024->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_ptj_toterrs30173024->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30173024->GetYaxis()->SetTitleFont(132);
Graph_Graph_ptj_toterrs30173024->GetZaxis()->SetLabelFont(132);
Graph_Graph_ptj_toterrs30173024->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_ptj_toterrs30173024->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_ptj_toterrs30173024->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_ptj_toterrs30173024);
grae->Draw("p1p");
Double_t _fx3025[5] = {
21.75,
26.75,
33.5,
43.5,
67.5};
Double_t _fy3025[5] = {
0.389299,
0.2509263,
0.1443755,
0.07365244,
0.01874484};
Double_t _felx3025[5] = {
0,
0,
0,
0,
0};
Double_t _fely3025[5] = {
0.02243218,
0.01539977,
0.009090877,
0.00492242,
0.001303763};
Double_t _fehx3025[5] = {
0,
0,
0,
0,
0};
Double_t _fehy3025[5] = {
0.02411537,
0.01689699,
0.0100922,
0.005544287,
0.001554499};
grae = new TGraphAsymmErrors(5,_fx3025,_fy3025,_felx3025,_fehx3025,_fely3025,_fehy3025);
grae->SetName("");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph_Graph30183025 = new TH1F("Graph_Graph_Graph30183025","",100,17.175,72.075);
Graph_Graph_Graph30183025->SetMinimum(0.01569697);
Graph_Graph_Graph30183025->SetMaximum(0.4530117);
Graph_Graph_Graph30183025->SetDirectory(0);
Graph_Graph_Graph30183025->SetStats(0);
Graph_Graph_Graph30183025->SetLineWidth(2);
Graph_Graph_Graph30183025->SetMarkerStyle(0);
Graph_Graph_Graph30183025->GetXaxis()->SetNdivisions(4);
Graph_Graph_Graph30183025->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph30183025->GetXaxis()->SetLabelOffset(999);
Graph_Graph_Graph30183025->GetXaxis()->SetLabelSize(0);
Graph_Graph_Graph30183025->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30183025->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph30183025->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
Graph_Graph_Graph30183025->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph30183025->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph30183025->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30183025->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph30183025->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph30183025->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph30183025->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph30183025->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_Graph30183025);
grae->Draw("p1p");
TLegend *leg = new TLegend(0.65,0.57,0.95,0.82,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextFont(132);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(2);
leg->SetFillColor(10);
leg->SetFillStyle(0);
TLegendEntry *entry=leg->AddEntry("data_stat","Data_{stat}","f");
ci = TColor::GetColor("#ff9933");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("data_tot","Data_{tot}","f");
ci = TColor::GetColor("#ffff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("powheg_temp","POWHEG","p");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("amcatnlo_temp","aMC@NLO","p");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(24);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
leg->Draw();
TPaveText *pt = new TPaveText(0.5,0.85,0.85,0.94,"brNDC");
pt->SetBorderSize(0);
pt->SetFillStyle(0);
pt->SetLineWidth(2);
pt->SetTextFont(132);
TText *AText = pt->AddText("LHCb, #sqrt{s} = 8 TeV");
pt->Draw();
Double_t xAxis21[6] = {20, 25, 30, 40, 50, 100};
TH1F *z_ptj_toterr_copy__21 = new TH1F("z_ptj_toterr_copy__21","z_ptj",5, xAxis21);
z_ptj_toterr_copy__21->SetBinContent(1,0.3608738);
z_ptj_toterr_copy__21->SetBinContent(2,0.225932);
z_ptj_toterr_copy__21->SetBinContent(3,0.1253807);
z_ptj_toterr_copy__21->SetBinContent(4,0.06703913);
z_ptj_toterr_copy__21->SetBinContent(5,0.01561868);
z_ptj_toterr_copy__21->SetBinContent(6,0.780934);
z_ptj_toterr_copy__21->SetBinError(1,0.02073388);
z_ptj_toterr_copy__21->SetBinError(2,0.01400757);
z_ptj_toterr_copy__21->SetBinError(3,0.009350811);
z_ptj_toterr_copy__21->SetBinError(4,0.004623786);
z_ptj_toterr_copy__21->SetBinError(5,0.001395185);
z_ptj_toterr_copy__21->SetBinError(6,0.06975923);
z_ptj_toterr_copy__21->SetEntries(12);
z_ptj_toterr_copy__21->SetDirectory(0);
z_ptj_toterr_copy__21->SetStats(0);
ci = TColor::GetColor("#ffff00");
z_ptj_toterr_copy__21->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
z_ptj_toterr_copy__21->SetLineColor(ci);
z_ptj_toterr_copy__21->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
z_ptj_toterr_copy__21->SetMarkerColor(ci);
z_ptj_toterr_copy__21->SetMarkerStyle(0);
z_ptj_toterr_copy__21->GetXaxis()->SetNdivisions(4);
z_ptj_toterr_copy__21->GetXaxis()->SetLabelFont(132);
z_ptj_toterr_copy__21->GetXaxis()->SetLabelOffset(999);
z_ptj_toterr_copy__21->GetXaxis()->SetLabelSize(0);
z_ptj_toterr_copy__21->GetXaxis()->SetTitleSize(0.06);
z_ptj_toterr_copy__21->GetXaxis()->SetTitleFont(132);
z_ptj_toterr_copy__21->GetYaxis()->SetTitle("d#sigma(#it{Zj})/d#it{p}_{T}^{jet} [pb/GeV]");
z_ptj_toterr_copy__21->GetYaxis()->SetLabelFont(132);
z_ptj_toterr_copy__21->GetYaxis()->SetLabelSize(0.05);
z_ptj_toterr_copy__21->GetYaxis()->SetTitleSize(0.06);
z_ptj_toterr_copy__21->GetYaxis()->SetTitleOffset(1.3);
z_ptj_toterr_copy__21->GetYaxis()->SetTitleFont(132);
z_ptj_toterr_copy__21->GetZaxis()->SetLabelFont(132);
z_ptj_toterr_copy__21->GetZaxis()->SetLabelSize(0.05);
z_ptj_toterr_copy__21->GetZaxis()->SetTitleSize(0.06);
z_ptj_toterr_copy__21->GetZaxis()->SetTitleFont(132);
z_ptj_toterr_copy__21->Draw("sameaxis");
upperPad->Modified();
default_Canvas->cd();
// ------------>Primitives in pad: lowerPad
TPad *lowerPad = new TPad("lowerPad", "lowerPad",0.005,0.05,0.995,0.995);
lowerPad->Draw();
lowerPad->cd();
lowerPad->Range(6.172839,-0.1935898,104.9383,4.832052);
lowerPad->SetFillColor(0);
lowerPad->SetFillStyle(4000);
lowerPad->SetBorderMode(0);
lowerPad->SetBorderSize(2);
lowerPad->SetTickx(1);
lowerPad->SetTicky(1);
lowerPad->SetLeftMargin(0.14);
lowerPad->SetRightMargin(0.05);
lowerPad->SetTopMargin(0.665);
lowerPad->SetBottomMargin(0.14);
lowerPad->SetFrameLineWidth(2);
lowerPad->SetFrameBorderMode(0);
lowerPad->SetFrameLineWidth(2);
lowerPad->SetFrameBorderMode(0);
Double_t xAxis22[6] = {20, 25, 30, 40, 50, 100};
TH1F *zj_ptj_8TeV_400_1001_0ratiocomp0__22 = new TH1F("zj_ptj_8TeV_400_1001_0ratiocomp0__22","z_ptj",5, xAxis22);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(1,1);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(2,1);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(3,1);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(4,1);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(5,1);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinContent(6,0.780934);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(1,0.05745466);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(2,0.06199906);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(3,0.07457933);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(4,0.06897145);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(5,0.08932795);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetBinError(6,0.06975923);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetMinimum(0.51);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetMaximum(1.49);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetEntries(17);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetStats(0);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetLineColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetMarkerColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->SetMarkerStyle(0);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetNdivisions(4);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetLabelOffset(0.02);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetXaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetTitle("Ratio");
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->CenterTitle(true);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetNdivisions(505);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetTickLength(0.12325);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetTitleOffset(1.3);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetYaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetZaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetZaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetZaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->GetZaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0__22->Draw("e2");
Double_t xAxis23[6] = {20, 25, 30, 40, 50, 100};
TH1F *zj_ptj_8TeV_400_1001_0ratiocomp1__23 = new TH1F("zj_ptj_8TeV_400_1001_0ratiocomp1__23","z_ptj",5, xAxis23);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(1,1);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(2,1);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(3,1);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(4,1);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(5,1);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinContent(6,0.780934);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(1,0.02019378);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(2,0.02506611);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(3,0.02354391);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(4,0.03270951);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(5,0.03027217);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetBinError(6,0.02364057);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetMinimum(0.51);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetMaximum(1.49);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetEntries(17);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetStats(0);
ci = TColor::GetColor("#ff9933");
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetFillColor(ci);
ci = TColor::GetColor("#ff9933");
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetLineColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetLineWidth(2);
ci = TColor::GetColor("#ff9933");
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetMarkerColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->SetMarkerStyle(0);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetNdivisions(4);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetLabelOffset(0.02);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetXaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetTitle("Ratio");
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->CenterTitle(true);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetNdivisions(505);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetTickLength(0.12325);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetYaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetZaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetZaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetZaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->GetZaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp1__23->Draw("e2same");
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_fx3026[5] = {
23.25,
28.25,
36.5,
46.5,
82.5};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_fy3026[5] = {
1.017362,
1.064159,
1.064596,
0.9751989,
1.021154};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_felx3026[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_fely3026[5] = {
0.08307013,
0.1014988,
0.07351357,
0.06717222,
0.1051988};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_fehx3026[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp2_fehy3026[5] = {
0.06962999,
0.07751779,
0.06933948,
0.07789628,
0.1122927};
grae = new TGraphAsymmErrors(5,zj_ptj_8TeV_400_1001_0ratiocomp2_fx3026,zj_ptj_8TeV_400_1001_0ratiocomp2_fy3026,zj_ptj_8TeV_400_1001_0ratiocomp2_felx3026,zj_ptj_8TeV_400_1001_0ratiocomp2_fehx3026,zj_ptj_8TeV_400_1001_0ratiocomp2_fely3026,zj_ptj_8TeV_400_1001_0ratiocomp2_fehy3026);
grae->SetName("zj_ptj_8TeV_400_1001_0ratiocomp2");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026 = new TH1F("Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026","",100,17.325,88.425);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetMinimum(0.51);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetMaximum(1.49);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetDirectory(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetStats(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetLineWidth(2);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->SetMarkerStyle(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetNdivisions(4);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetLabelOffset(0.02);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetXaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetTitle("Ratio");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->CenterTitle(true);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetNdivisions(505);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetYaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetZaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetZaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetZaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_zj_ptj_8TeV_400_1001_0ratiocomp23026);
grae->Draw("p1");
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_fx3027[5] = {
23.25,
28.25,
36.5,
46.5,
82.5};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_fy3027[5] = {
1.017362,
1.064159,
1.064596,
0.9751989,
1.021154};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_felx3027[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_fely3027[5] = {
0.05501606,
0.05969921,
0.05525572,
0.05091044,
0.06940621};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_fehx3027[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp3_fehy3027[5] = {
0.05324843,
0.05924428,
0.05260914,
0.05268456,
0.08842185};
grae = new TGraphAsymmErrors(5,zj_ptj_8TeV_400_1001_0ratiocomp3_fx3027,zj_ptj_8TeV_400_1001_0ratiocomp3_fy3027,zj_ptj_8TeV_400_1001_0ratiocomp3_felx3027,zj_ptj_8TeV_400_1001_0ratiocomp3_fehx3027,zj_ptj_8TeV_400_1001_0ratiocomp3_fely3027,zj_ptj_8TeV_400_1001_0ratiocomp3_fehy3027);
grae->SetName("zj_ptj_8TeV_400_1001_0ratiocomp3");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(24);
TH1F *Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027 = new TH1F("Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027","",100,17.325,88.425);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetMinimum(0.51);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetMaximum(1.49);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetDirectory(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetStats(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetLineWidth(2);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->SetMarkerStyle(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetNdivisions(4);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetLabelOffset(0.02);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetXaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetTitle("Ratio");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->CenterTitle(true);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetNdivisions(505);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetYaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetZaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetZaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetZaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_zj_ptj_8TeV_400_1001_0ratiocomp33027);
grae->Draw("p1");
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_fx3028[5] = {
21.75,
26.75,
33.5,
43.5,
67.5};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_fy3028[5] = {
1.078768,
1.110628,
1.151497,
1.098648,
1.200155};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_felx3028[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_fely3028[5] = {
0.07869176,
0.08773815,
0.0972306,
0.09492486,
0.1078312};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_fehx3028[5] = {
0,
0,
0,
0,
0};
Double_t zj_ptj_8TeV_400_1001_0ratiocomp4_fehy3028[5] = {
0.08428785,
0.09242501,
0.1013337,
0.115162,
0.1238551};
grae = new TGraphAsymmErrors(5,zj_ptj_8TeV_400_1001_0ratiocomp4_fx3028,zj_ptj_8TeV_400_1001_0ratiocomp4_fy3028,zj_ptj_8TeV_400_1001_0ratiocomp4_felx3028,zj_ptj_8TeV_400_1001_0ratiocomp4_fehx3028,zj_ptj_8TeV_400_1001_0ratiocomp4_fely3028,zj_ptj_8TeV_400_1001_0ratiocomp4_fehy3028);
grae->SetName("zj_ptj_8TeV_400_1001_0ratiocomp4");
grae->SetTitle("");
grae->SetFillColor(1);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028 = new TH1F("Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028","",100,17.175,72.075);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetMinimum(0.51);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetMaximum(1.49);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetDirectory(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetStats(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetLineWidth(2);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->SetMarkerStyle(0);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetNdivisions(4);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetLabelOffset(0.02);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetXaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetTitle("Ratio");
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->CenterTitle(true);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetNdivisions(505);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetYaxis()->SetTitleFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetZaxis()->SetLabelFont(132);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetZaxis()->SetLabelSize(0.05);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetZaxis()->SetTitleSize(0.06);
Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_zj_ptj_8TeV_400_1001_0ratiocomp43028);
grae->Draw("p1");
Double_t xAxis24[6] = {20, 25, 30, 40, 50, 100};
TH1F *zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24 = new TH1F("zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24","z_ptj",5, xAxis24);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(1,1);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(2,1);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(3,1);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(4,1);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(5,1);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinContent(6,0.780934);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(1,0.05745466);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(2,0.06199906);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(3,0.07457933);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(4,0.06897145);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(5,0.08932795);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetBinError(6,0.06975923);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetMinimum(0.51);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetMaximum(1.49);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetEntries(17);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetDirectory(0);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetStats(0);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetFillColor(ci);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetLineColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetLineWidth(2);
ci = TColor::GetColor("#ffff00");
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetMarkerColor(ci);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->SetMarkerStyle(0);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetTitle("#it{p}_{T}^{jet} [GeV]");
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetNdivisions(4);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetLabelOffset(0.02);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetXaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetTitle("Ratio");
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->CenterTitle(true);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetNdivisions(505);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetTickLength(0.12325);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetTitleOffset(1.3);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetYaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetZaxis()->SetLabelFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetZaxis()->SetLabelSize(0.05);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetZaxis()->SetTitleSize(0.06);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->GetZaxis()->SetTitleFont(132);
zj_ptj_8TeV_400_1001_0ratiocomp0_copy__24->Draw("sameaxis");
lowerPad->Modified();
default_Canvas->cd();
default_Canvas->Modified();
default_Canvas->cd();
default_Canvas->SetSelected(default_Canvas);
}
void CrossSectionRatio(TString inputFONLL="ROOTfiles/output_inclusiveDd0meson_5TeV_y1.root", TString input="ROOTfiles/hPtSpectrumDzeroPP.root", TString efficiency="test.root", TString inputprescales="prescalePP.root",int usePrescaleCorr=1,TString outputplot="myplot.root",int usePbPb=1,TString label="PbPb",double lumi=1.,Float_t centMin=0., Float_t centMax=100.)
{
gStyle->SetOptTitle(0);
gStyle->SetOptStat(0);
gStyle->SetEndErrorSize(0);
gStyle->SetMarkerStyle(20);
TFile* fileReference = new TFile(inputFONLL.Data());
TGraphAsymmErrors* gaeBplusReference = (TGraphAsymmErrors*)fileReference->Get("gaeSigmaDzero");
if (!(usePbPb==1||usePbPb==0)) std::cout<<"ERROR!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!, you are using a non valid isPbPb option"<<std::endl;
bool isPbPb=(bool)(usePbPb);
TFile* file = new TFile(input.Data());
TH1F* hYieldTriggerCorrected = (TH1F*)file->Get("hPt");
hYieldTriggerCorrected->SetName("hYieldTriggerCorrected");
TH1F* hYieldNoTriggerCorrected = (TH1F*)file->Get("hPt");
hYieldNoTriggerCorrected->SetName("hYieldNoTriggerCorrected");
TH1F* hYieldTriggerCorrectedFONLLnorm = (TH1F*)file->Get("hPt");
hYieldTriggerCorrectedFONLLnorm->SetName("hYieldTriggerCorrectedFONLLnorm");
TH1F* hDcandidatesTriggerCorrectedFONLLnorm = (TH1F*)file->Get("hDcandidates");
hDcandidatesTriggerCorrectedFONLLnorm->SetName("hDcandidatesTriggerCorrectedFONLLnorm");
TH1F* hYieldNoTriggerCorrectedFONLLnorm = (TH1F*)file->Get("hPt");
hYieldNoTriggerCorrectedFONLLnorm->SetName("hYieldNoTriggerCorrectedFONLLnorm");
TH1F* hDcandidatesNoTriggerCorrectedFONLLnorm = (TH1F*)file->Get("hDcandidates");
hDcandidatesNoTriggerCorrectedFONLLnorm->SetName("hDcandidatesNoTriggerCorrectedFONLLnorm");
TFile* fileeff = new TFile(efficiency.Data());
TH1F* hEff = (TH1F*)fileeff->Get("hEff");
TH1F* hfprompt = new TH1F("hfprompt","",nBins,ptBins);
TH1F*hPrescalesPtBins;
TH1F*hTriggerEfficiencyPtBins;
TH1F* hPtSigma = (TH1F*)hYieldTriggerCorrected->Clone("hPtSigma");
hPtSigma->Divide(hEff);
hPtSigma->Scale(1./(2*lumi*BRchain));
hPtSigma->SetName("hPtSigma");
/*
TH1F* hPtSigma = (TH1F*)file->Get("hPtSigma");
hPtSigma->Scale(1./lumi);
*/
hYieldTriggerCorrected->Scale(1./lumi);
hYieldNoTriggerCorrected->Scale(1./lumi);
hYieldTriggerCorrectedFONLLnorm->Scale(1./lumi);
hYieldNoTriggerCorrectedFONLLnorm->Scale(1./lumi);
hDcandidatesTriggerCorrectedFONLLnorm->Scale(1./lumi);
hDcandidatesNoTriggerCorrectedFONLLnorm->Scale(1./lumi);
for (int i=0;i<nBins;i++) {
double prompt=bFeedDownCorrection(hPtSigma->GetBinCenter(i+1),isPbPb,1);
hfprompt->SetBinContent(i+1,prompt);
hPtSigma->SetBinContent(i+1,hPtSigma->GetBinContent(i+1)*prompt);
hPtSigma->SetBinError(i+1,hPtSigma->GetBinError(i+1)*prompt);
std::cout<<"pt center="<<hPtSigma->GetBinCenter(i+1)<<", prompt fraction="<<prompt<<std::endl;
}
if (usePrescaleCorr==1){
TFile*fprescales=new TFile(inputprescales.Data());
hPrescalesPtBins=(TH1F*)fprescales->Get("hPrescalesPtBins");
hTriggerEfficiencyPtBins=(TH1F*)fprescales->Get("hTriggerEfficiencyPtBins");
for (int i=0;i<nBins;i++) {
hPtSigma->SetBinContent(i+1,hPtSigma->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hPtSigma->SetBinError(i+1,hPtSigma->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hYieldTriggerCorrected->SetBinContent(i+1,hYieldTriggerCorrected->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hYieldTriggerCorrected->SetBinError(i+1,hYieldTriggerCorrected->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hYieldNoTriggerCorrected->SetBinContent(i+1,hYieldNoTriggerCorrected->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1));
hYieldNoTriggerCorrected->SetBinError(i+1,hYieldNoTriggerCorrected->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1));
hYieldTriggerCorrectedFONLLnorm->SetBinContent(i+1,hYieldTriggerCorrectedFONLLnorm->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hYieldTriggerCorrectedFONLLnorm->SetBinError(i+1,hYieldTriggerCorrectedFONLLnorm->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hDcandidatesTriggerCorrectedFONLLnorm->SetBinContent(i+1,hDcandidatesTriggerCorrectedFONLLnorm->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hDcandidatesTriggerCorrectedFONLLnorm->SetBinError(i+1,hDcandidatesTriggerCorrectedFONLLnorm->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1)/hTriggerEfficiencyPtBins->GetBinContent(i+1));
hYieldNoTriggerCorrectedFONLLnorm->SetBinContent(i+1,hYieldNoTriggerCorrectedFONLLnorm->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1));
hYieldNoTriggerCorrectedFONLLnorm->SetBinError(i+1,hYieldNoTriggerCorrectedFONLLnorm->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1));
hDcandidatesNoTriggerCorrectedFONLLnorm->SetBinContent(i+1,hDcandidatesNoTriggerCorrectedFONLLnorm->GetBinContent(i+1)/hPrescalesPtBins->GetBinContent(i+1));
hDcandidatesNoTriggerCorrectedFONLLnorm->SetBinError(i+1,hDcandidatesNoTriggerCorrectedFONLLnorm->GetBinError(i+1)/hPrescalesPtBins->GetBinContent(i+1));
}
}
Double_t xr[nBins], xrlow[nBins], xrhigh[nBins], ycross[nBins],ycrossstat[nBins],ycrosssysthigh[nBins],ycrosssystlow[nBins], yFONLL[nBins];
Double_t yratiocrossFONLL[nBins], yratiocrossFONLLstat[nBins], yratiocrossFONLLsysthigh[nBins], yratiocrossFONLLsystlow[nBins];
Double_t yFONLLrelunclow[nBins], yFONLLrelunchigh[nBins], yunity[nBins];
for(int i=0;i<nBins;i++)
{
gaeBplusReference->GetPoint(i,xr[i],yFONLL[i]);
xrlow[i] = gaeBplusReference->GetErrorXlow(i);
xrhigh[i] = gaeBplusReference->GetErrorXhigh(i);
ycross[i] = hPtSigma->GetBinContent(i+1);
ycrossstat[i] = hPtSigma->GetBinError(i+1);
double systematic=0.;
if (!isPbPb) systematic=0.01*systematicsPP(xr[i],0.);
else systematic=0.01*systematicsPbPb(xr[i],centMin,centMax,0.);
ycrosssysthigh[i]= hPtSigma->GetBinContent(i+1)*systematic;
ycrosssystlow[i]= hPtSigma->GetBinContent(i+1)*systematic;
yratiocrossFONLL[i] = ycross[i]/yFONLL[i];
yratiocrossFONLLstat[i] = ycrossstat[i]/yFONLL[i];
yratiocrossFONLLsysthigh[i] = ycrosssysthigh[i]/yFONLL[i];
yratiocrossFONLLsystlow[i] = ycrosssystlow[i]/yFONLL[i];
yFONLLrelunclow[i] = gaeBplusReference->GetErrorYlow(i)/yFONLL[i];
yFONLLrelunchigh[i] = gaeBplusReference->GetErrorYhigh(i)/yFONLL[i];
yunity[i] = yFONLL[i]/yFONLL[i];
hYieldTriggerCorrectedFONLLnorm->SetBinContent(i+1,hYieldTriggerCorrectedFONLLnorm->GetBinContent(i+1)/yFONLL[i]);
hYieldTriggerCorrectedFONLLnorm->SetBinError(i+1,hYieldTriggerCorrectedFONLLnorm->GetBinError(i+1)/yFONLL[i]);
hDcandidatesTriggerCorrectedFONLLnorm->SetBinContent(i+1,hDcandidatesTriggerCorrectedFONLLnorm->GetBinContent(i+1)/yFONLL[i]);
hDcandidatesTriggerCorrectedFONLLnorm->SetBinError(i+1,hDcandidatesTriggerCorrectedFONLLnorm->GetBinError(i+1)/yFONLL[i]);
hYieldNoTriggerCorrectedFONLLnorm->SetBinContent(i+1,hYieldNoTriggerCorrectedFONLLnorm->GetBinContent(i+1)/yFONLL[i]);
hYieldNoTriggerCorrectedFONLLnorm->SetBinError(i+1,hYieldNoTriggerCorrectedFONLLnorm->GetBinError(i+1)/yFONLL[i]);
hDcandidatesNoTriggerCorrectedFONLLnorm->SetBinContent(i+1,hDcandidatesNoTriggerCorrectedFONLLnorm->GetBinContent(i+1)/yFONLL[i]);
hDcandidatesNoTriggerCorrectedFONLLnorm->SetBinError(i+1,hDcandidatesNoTriggerCorrectedFONLLnorm->GetBinError(i+1)/yFONLL[i]);
}
TGraphAsymmErrors* gaeCrossSyst = new TGraphAsymmErrors(nBins,xr,ycross,xrlow,xrhigh,ycrosssystlow,ycrosssysthigh);
gaeCrossSyst->SetName("gaeCrossSyst");
gaeCrossSyst->SetMarkerStyle(20);
gaeCrossSyst->SetMarkerSize(0.8);
TGraphAsymmErrors* gaeRatioCrossFONLLstat = new TGraphAsymmErrors(nBins,xr,yratiocrossFONLL,xrlow,xrhigh,yratiocrossFONLLstat,yratiocrossFONLLstat);
gaeRatioCrossFONLLstat->SetName("gaeRatioCrossFONLLstat");
gaeRatioCrossFONLLstat->SetMarkerStyle(20);
gaeRatioCrossFONLLstat->SetMarkerSize(0.8);
TGraphAsymmErrors* gaeRatioCrossFONLLsyst= new TGraphAsymmErrors(nBins,xr,yratiocrossFONLL,xrlow,xrhigh,yratiocrossFONLLsystlow,yratiocrossFONLLsysthigh);
gaeRatioCrossFONLLsyst->SetName("gaeRatioCrossFONLLsyst");
gaeRatioCrossFONLLsyst->SetLineWidth(2);
gaeRatioCrossFONLLsyst->SetLineColor(1);
gaeRatioCrossFONLLsyst->SetFillColor(2);
gaeRatioCrossFONLLsyst->SetFillStyle(0);
TGraphAsymmErrors* gaeRatioCrossFONLLunity = new TGraphAsymmErrors(nBins,xr,yunity,xrlow,xrhigh,yFONLLrelunclow,yFONLLrelunchigh);
gaeRatioCrossFONLLunity->SetName("gaeRatioCrossFONLLunity");
gaeRatioCrossFONLLunity->SetLineWidth(2);
gaeRatioCrossFONLLunity->SetLineColor(2);
gaeRatioCrossFONLLunity->SetFillColor(2);
gaeRatioCrossFONLLunity->SetFillStyle(3002);
TCanvas* cSigma = new TCanvas("cSigma","",600,750);
cSigma->SetFrameBorderMode(0);
cSigma->SetFrameBorderMode(0);
cSigma->Range(-1.989924,-0.2917772,25.49622,2.212202);
cSigma->SetFillColor(0);
cSigma->SetBorderMode(0);
cSigma->SetBorderSize(2);
cSigma->SetLeftMargin(0.1451613);
cSigma->SetRightMargin(0.05443548);
cSigma->SetTopMargin(0.08474576);
cSigma->SetBottomMargin(0.1165254);
cSigma->SetFrameBorderMode(0);
cSigma->SetFrameBorderMode(0);
cSigma->cd();
TPad* pSigma = new TPad("pSigma","",0,0.25,1,1);
pSigma->SetFillColor(0);
pSigma->SetBorderMode(0);
pSigma->SetBorderSize(2);
pSigma->SetLeftMargin(0.1451613);
pSigma->SetRightMargin(0.05443548);
pSigma->SetTopMargin(0.08474576);
pSigma->SetBottomMargin(0);
pSigma->SetLogy();
pSigma->Draw();
pSigma->cd();
Float_t yaxisMin=1.1,yaxisMax=1.e+9;
if(label=="PPMB"||label=="PbPbMB")
{
yaxisMin=1.e+4;
yaxisMax=1.e+13;
}
TH2F* hemptySigma=new TH2F("hemptySigma","",50,ptBins[0]-5.,ptBins[nBins]+5.,10.,yaxisMin,yaxisMax);
hemptySigma->GetXaxis()->CenterTitle();
hemptySigma->GetYaxis()->CenterTitle();
hemptySigma->GetYaxis()->SetTitle("d#sigma / dp_{T}( pb GeV^{-1}c)");
if(isPbPb) hemptySigma->GetYaxis()->SetTitle("1/T_{AA} * dN / dp_{T}( pb GeV^{-1}c)");
hemptySigma->GetXaxis()->SetTitleOffset(1.);
hemptySigma->GetYaxis()->SetTitleOffset(1.3);
hemptySigma->GetXaxis()->SetTitleSize(0.045);
hemptySigma->GetYaxis()->SetTitleSize(0.045);
hemptySigma->GetXaxis()->SetTitleFont(42);
hemptySigma->GetYaxis()->SetTitleFont(42);
hemptySigma->GetXaxis()->SetLabelFont(42);
hemptySigma->GetYaxis()->SetLabelFont(42);
hemptySigma->GetXaxis()->SetLabelSize(0.04);
hemptySigma->GetYaxis()->SetLabelSize(0.04);
hemptySigma->SetMaximum(2);
hemptySigma->SetMinimum(0.);
hemptySigma->Draw();
gaeBplusReference->SetFillColor(2);
gaeBplusReference->SetFillStyle(3001);
gaeBplusReference->SetLineWidth(3);
gaeBplusReference->SetLineColor(2);
gaeBplusReference->Draw("5same");
hPtSigma->SetLineColor(1);
hPtSigma->SetLineWidth(2);
hPtSigma->Draw("epsame");
gaeCrossSyst->SetFillColor(1);
gaeCrossSyst->SetFillStyle(0);
gaeCrossSyst->SetLineWidth(2);
gaeCrossSyst->SetLineColor(1);
gaeCrossSyst->Draw("5same");
TLatex* texCms = new TLatex(0.16,0.95, "#scale[1.25]{CMS} Preliminary");
texCms->SetNDC();
texCms->SetTextAlign(12);
texCms->SetTextSize(0.04);
texCms->SetTextFont(42);
texCms->Draw();
TLatex* texCol = new TLatex(0.94,0.95, Form("%s #sqrt{s_{NN}} = 5.02 TeV",label.Data()));
texCol->SetNDC();
texCol->SetTextAlign(32);
texCol->SetTextSize(0.04);
texCol->SetTextFont(42);
texCol->Draw();
TString texper="%";
TLatex* texCent = new TLatex(0.53,0.815,Form("Centrality %.0f - %.0f%s",centMin,centMax,texper.Data()));
texCent->SetNDC();
texCent->SetTextFont(42);
texCent->SetTextSize(0.04);
if(isPbPb) texCent->Draw();
TLatex* texY = new TLatex(0.53,0.77,"|y| < 1.0");
texY->SetNDC();
texY->SetTextFont(42);
texY->SetTextSize(0.04);
texY->SetLineWidth(2);
texY->Draw();
TLegend* leg_CS = new TLegend(0.52,0.64,0.85,0.75);
leg_CS->SetBorderSize(0);
leg_CS->SetFillStyle(0);
leg_CS->AddEntry(hPtSigma,"data","pf");
leg_CS->AddEntry(gaeBplusReference,"FONLL pp ref.","f");
leg_CS->Draw("same");
/*
TLatex * tlatexlumi=new TLatex(0.671371,0.7801268,"L = 9.97 pb^{-1}");
tlatexlumi->SetNDC();
tlatexlumi->SetTextColor(1);
tlatexlumi->SetTextFont(42);
tlatexlumi->SetTextSize(0.045);
*/
cSigma->cd();
TPad* pRatio = new TPad("pRatio","",0,0,1,0.25);
pRatio->SetLeftMargin(0.1451613);
pRatio->SetRightMargin(0.05443548);
pRatio->SetTopMargin(0);
pRatio->SetBottomMargin(0.25);
pRatio->Draw();
pRatio->cd();
TH2F* hemptyRatio=new TH2F("hemptyRatio","",50,ptBins[0]-5.,ptBins[nBins]+5.,10.,0.,3.1);
hemptyRatio->GetXaxis()->SetTitle("p_{T} (GeV/c)");
hemptyRatio->GetYaxis()->CenterTitle();
hemptyRatio->GetYaxis()->SetTitle("Data / FONLL");
hemptyRatio->GetXaxis()->SetTitleOffset(0.9);
hemptyRatio->GetYaxis()->SetTitleOffset(0.5);
hemptyRatio->GetXaxis()->SetTitleSize(0.12);
hemptyRatio->GetYaxis()->SetTitleSize(0.12);
hemptyRatio->GetXaxis()->SetTitleFont(42);
hemptyRatio->GetYaxis()->SetTitleFont(42);
hemptyRatio->GetXaxis()->SetLabelFont(42);
hemptyRatio->GetYaxis()->SetLabelFont(42);
hemptyRatio->GetXaxis()->SetLabelSize(0.1);
hemptyRatio->GetYaxis()->SetLabelSize(0.1);
hemptyRatio->Draw();
TLine* l = new TLine(ptBins[0]-5.,1,ptBins[nBins]+5.,1);
l->SetLineWidth(1);
l->SetLineStyle(2);
gaeRatioCrossFONLLunity->Draw("5same");
gaeRatioCrossFONLLstat->Draw("epsame");
gaeRatioCrossFONLLsyst->Draw("5same");
l->Draw("same");
if(!isPbPb) cSigma->SaveAs(Form("plotCrossSection/canvasSigmaDzeroRatio%s.pdf",label.Data()));
else cSigma->SaveAs(Form("plotCrossSection/canvasSigmaDzeroRatio%s_%.0f_%.0f.pdf",label.Data(),centMin,centMax));
TCanvas* cEff = new TCanvas("cEff","",550,500);
TH2F* hemptyEff=new TH2F("hemptyEff","",50,0.,110.,10.,0,1.);
hemptyEff->GetXaxis()->CenterTitle();
hemptyEff->GetYaxis()->CenterTitle();
hemptyEff->GetYaxis()->SetTitle("#alpha x #epsilon_{reco} x #epsilon_{sel} ");
hemptyEff->GetXaxis()->SetTitle("p_{T} (GeV/c)");
hemptyEff->GetXaxis()->SetTitleOffset(0.9);
hemptyEff->GetYaxis()->SetTitleOffset(1.05);
hemptyEff->GetXaxis()->SetTitleSize(0.045);
hemptyEff->GetYaxis()->SetTitleSize(0.045);
hemptyEff->GetXaxis()->SetTitleFont(42);
hemptyEff->GetYaxis()->SetTitleFont(42);
hemptyEff->GetXaxis()->SetLabelFont(42);
hemptyEff->GetYaxis()->SetLabelFont(42);
hemptyEff->GetXaxis()->SetLabelSize(0.04);
hemptyEff->GetYaxis()->SetLabelSize(0.04);
hemptyEff->SetMaximum(2);
hemptyEff->SetMinimum(0.);
hemptyEff->Draw();
cEff->cd();
hemptyEff->Draw();
hEff->SetLineWidth(2);
hEff->SetLineColor(1);
hEff->Draw("same");
TString text;
TString sample;
if (label=="PbPb") { text="CMS Preliminary PbPb #sqrt{s}= 5.02 TeV"; sample="Pythia8+Hydjet MC simulation, prompt D^{0}";}
else {text="CMS Preliminary pp #sqrt{s}= 5.02 TeV"; sample="Pythia8 MC simulation, prompt D^{0}";}
TLatex * tlatexeff=new TLatex(0.1612903,0.8525793,text.Data());
tlatexeff->SetNDC();
tlatexeff->SetTextColor(1);
tlatexeff->SetTextFont(42);
tlatexeff->SetTextSize(0.04);
tlatexeff->Draw();
TLatex * tlatexeff2=new TLatex(0.1612903,0.7925793,sample.Data());
tlatexeff2->SetNDC();
tlatexeff2->SetTextColor(1);
tlatexeff2->SetTextFont(42);
tlatexeff2->SetTextSize(0.04);
tlatexeff2->Draw();
if(!isPbPb) cEff->SaveAs(Form("plotOthers/efficiency%s.pdf",label.Data()));
else cEff->SaveAs(Form("plotOthers/efficiency%s_%.0f_%.0f.pdf",label.Data(),centMin,centMax));
TCanvas* cFprompt = new TCanvas("cFprompt","",550,500);
TH2F* hemptyPrompt=new TH2F("hemptyPrompt","",50,0.,110.,10.,0,1.);
hemptyPrompt->GetXaxis()->CenterTitle();
hemptyPrompt->GetYaxis()->CenterTitle();
hemptyPrompt->GetYaxis()->SetTitle("f_{prompt}");
hemptyPrompt->GetXaxis()->SetTitle("p_{T} (GeV/c)");
hemptyPrompt->GetXaxis()->SetTitleOffset(0.9);
hemptyPrompt->GetYaxis()->SetTitleOffset(1.05);
hemptyPrompt->GetXaxis()->SetTitleSize(0.045);
hemptyPrompt->GetYaxis()->SetTitleSize(0.045);
hemptyPrompt->GetXaxis()->SetTitleFont(42);
hemptyPrompt->GetYaxis()->SetTitleFont(42);
hemptyPrompt->GetXaxis()->SetLabelFont(42);
hemptyPrompt->GetYaxis()->SetLabelFont(42);
hemptyPrompt->GetXaxis()->SetLabelSize(0.04);
hemptyPrompt->GetYaxis()->SetLabelSize(0.04);
hemptyPrompt->SetMaximum(2);
hemptyPrompt->SetMinimum(0.);
hemptyPrompt->Draw();
cFprompt->cd();
hemptyPrompt->Draw();
hfprompt->SetLineWidth(2);
hfprompt->SetLineColor(1);
hfprompt->Draw("same");
if(!isPbPb) cFprompt->SaveAs(Form("plotOthers/cFprompt%s.pdf",label.Data()));
else cFprompt->SaveAs(Form("plotOthers/cFprompt%s_%.0f_%.0f.pdf",label.Data(),centMin,centMax));
TFile *outputfile=new TFile(outputplot.Data(),"recreate");
outputfile->cd();
gaeCrossSyst->Write();
gaeRatioCrossFONLLstat->Write();
gaeBplusReference->Write();
hPtSigma->Write();
gaeRatioCrossFONLLstat->Write();
gaeRatioCrossFONLLsyst->Write();
gaeRatioCrossFONLLunity->Write();
hEff->Write();
hfprompt->Write();
hYieldTriggerCorrected->Write();
hYieldNoTriggerCorrected->Write();
hDcandidatesTriggerCorrectedFONLLnorm->Write();
hYieldTriggerCorrectedFONLLnorm->Write();
hDcandidatesNoTriggerCorrectedFONLLnorm->Write();
hYieldNoTriggerCorrectedFONLLnorm->Write();
if (usePrescaleCorr==1){
hPrescalesPtBins->Write();
hTriggerEfficiencyPtBins->Write();
}
}
void doComparisonPlots_Et(){
// gROOT->ProcessLine(".x /Users/Arabella/Public/style.C");
std::string plotDir = "../../NonGlobe/PLOTS_vsEt";
std::string plotDirOut = "2011vs2012_vsEt";
std::cout << " ci sono " << std::endl;
// std::string plotDir = "PLOTS_false_Sh";
// std::string plotDirOut = "2011vs2012_false_Sh";
for(int ii=0; ii<4; ++ii){
std::string category;
if(ii == 0) category = "EB_HIGH_scE_reg";
if(ii == 1) category = "EB_LOW_scE_reg";
if(ii == 2) category = "EE_HIGH_scE_reg";
if(ii == 3) category = "EE_LOW_scE_reg";
std::string file2011 = plotDir+"/results_"+category+"_2011.root";
std::string file2012 = plotDir+"/results_"+category+"_2012.root";
TFile f2012(file2012.c_str(),"read");
TFile f2011(file2011.c_str(),"read");
TGraphErrors* graph2012 = (TGraphErrors*)f2012.Get("finalGraph");
TGraphErrors* graph2011 = (TGraphErrors*)f2011.Get("finalGraph");
graph2012->SetMarkerColor(kGreen+2);
graph2011->SetMarkerColor(kRed+2);
if(ii == 0 || ii == 2){
graph2012->SetMarkerStyle(20);
graph2011->SetMarkerStyle(20);
}
if(ii == 1 || ii == 3){
graph2012->SetMarkerStyle(21);
graph2011->SetMarkerStyle(21);
}
TCanvas* cplot = new TCanvas("gplot", "gplot",100,100,725,500);
cplot->cd();
TPad *cLeft = new TPad("pad_0","pad_0",0.00,0.00,1.00,1.00);
cLeft->SetLeftMargin(0.17);
cLeft->SetRightMargin(0.025);
cLeft->SetBottomMargin(0.17);
cLeft->Draw();
float tYoffset = 1.75;
float tXoffset = 1.6;
float labSize = 0.04;
float labSize2 = 0.07;
cLeft->cd();
cLeft->SetGridx();
cLeft->SetGridy();
// pad settings
TH1F *hPad = (TH1F*)gPad->DrawFrame(20.,-0.02,120.,0.02);
hPad->GetXaxis()->SetTitle("E_{T}");
hPad->GetYaxis()->SetTitle("E/p_{data}-E/p_{mc}");
hPad->GetYaxis()->SetTitleOffset(tYoffset);
hPad->GetXaxis()->SetTitleOffset(tXoffset);
hPad->GetXaxis()->SetLabelSize(labSize);
hPad->GetXaxis()->SetTitleSize(labSize);
hPad->GetYaxis()->SetLabelSize(labSize);
hPad->GetYaxis()->SetTitleSize(labSize);
TLegend *tspec = new TLegend(0.64,0.80,0.99,0.99);
tspec->SetFillColor(0);
tspec->SetTextFont(42);
if(ii == 0){
tspec->AddEntry(graph2012,"2012 EB hR9","PL");
tspec->AddEntry(graph2011,"2011 EB hR9","PL");
}
if(ii == 1){
tspec->AddEntry(graph2012,"2012 EB lR9","PL");
tspec->AddEntry(graph2011,"2011 EB lR9","PL");
}
if(ii == 2){
tspec->AddEntry(graph2012,"2012 EE hR9","PL");
tspec->AddEntry(graph2011,"2011 EE hR9","PL");
}
if(ii == 3){
tspec->AddEntry(graph2012,"2012 EE lR9","PL");
tspec->AddEntry(graph2011,"2011 EE lR9","PL");
}
graph2012->Draw("P");
graph2011->Draw("P,same");
tspec->Draw("same");
cplot->Print( (plotDirOut+"/EoP_vs_Et_"+category+".png").c_str(),".png");
// cplot->Print( (plotDirOut+"/"+histoName+".png").c_str(),".png");
}
// tutto EB in 1 plot
std::string f11_h = plotDir+"/results_EB_HIGH_scE_reg_2011.root";
std::string f12_h = plotDir+"/results_EB_HIGH_scE_reg_2012.root";
std::string f11_l = plotDir+"/results_EB_LOW_scE_reg_2011.root";
std::string f12_l = plotDir+"/results_EB_LOW_scE_reg_2012.root";
TFile F12_h(f12_h.c_str(),"read");
TFile F11_h(f11_h.c_str(),"read");
TFile F12_l(f12_l.c_str(),"read");
TFile F11_l(f11_l.c_str(),"read");
TGraphErrors* g2012_h = (TGraphErrors*)F12_h.Get("finalGraph");
TGraphErrors* g2011_h = (TGraphErrors*)F11_h.Get("finalGraph");
TGraphErrors* g2012_l = (TGraphErrors*)F12_l.Get("finalGraph");
TGraphErrors* g2011_l = (TGraphErrors*)F11_l.Get("finalGraph");
g2012_h->SetMarkerColor(kGreen+2);
g2012_l->SetMarkerColor(kGreen+2);
g2011_h->SetMarkerColor(kRed+2);
g2011_l->SetMarkerColor(kRed+2);
g2012_h->SetMarkerStyle(20);
g2011_h->SetMarkerStyle(20);
g2012_l->SetMarkerStyle(21);
g2011_l->SetMarkerStyle(21);
TCanvas* c = new TCanvas("g", "g",100,100,725,500);
c->cd();
TPad *cLeft = new TPad("pad_0","pad_0",0.00,0.00,1.00,1.00);
cLeft->SetLeftMargin(0.17);
cLeft->SetRightMargin(0.025);
cLeft->SetBottomMargin(0.17);
cLeft->Draw();
float tYoffset = 1.75;
float tXoffset = 1.6;
float labSize = 0.04;
float labSize2 = 0.07;
cLeft->cd();
cLeft->SetGridx();
cLeft->SetGridy();
// pad settings
TH1F *hPad = (TH1F*)gPad->DrawFrame(20,-0.02,100,0.02);
hPad->GetXaxis()->SetTitle("E_{T}");
hPad->GetYaxis()->SetTitle("E/p_{data}-E/p_{mc}");
hPad->GetYaxis()->SetTitleOffset(tYoffset);
hPad->GetXaxis()->SetTitleOffset(tXoffset);
hPad->GetXaxis()->SetLabelSize(labSize);
hPad->GetXaxis()->SetTitleSize(labSize);
hPad->GetYaxis()->SetLabelSize(labSize);
hPad->GetYaxis()->SetTitleSize(labSize);
TLegend *tspec = new TLegend(0.64,0.80,0.99,0.99);
tspec->SetFillColor(0);
tspec->SetTextFont(42);
tspec->AddEntry(g2012_h,"2012 EB hR9","PL");
tspec->AddEntry(g2011_h,"2011 EB hR9","PL");
tspec->AddEntry(g2012_l,"2012 EB lR9","PL");
tspec->AddEntry(g2011_l,"2011 EB lR9","PL");
g2012_h->Draw("p");
g2011_h->Draw("p, same");
g2012_l->Draw("p, same");
g2011_l->Draw("p, same");
tspec->Draw("same");
c->Print( (plotDirOut+"/EoP_vs_Et_EB.png").c_str(),".png");
///////////////////////////////////////////////////////
// tutto EE in 1 plot
std::string f11_hE = plotDir+"/results_EE_HIGH_scE_reg_2011.root";
std::string f12_hE = plotDir+"/results_EE_HIGH_scE_reg_2012.root";
std::string f11_lE = plotDir+"/results_EE_LOW_scE_reg_2011.root";
std::string f12_lE = plotDir+"/results_EE_LOW_scE_reg_2012.root";
TFile F12_hE(f12_hE.c_str(),"read");
TFile F11_hE(f11_hE.c_str(),"read");
TFile F12_lE(f12_lE.c_str(),"read");
TFile F11_lE(f11_lE.c_str(),"read");
TGraphErrors* g2012_hE = (TGraphErrors*)F12_hE.Get("finalGraph");
TGraphErrors* g2011_hE = (TGraphErrors*)F11_hE.Get("finalGraph");
TGraphErrors* g2012_lE = (TGraphErrors*)F12_lE.Get("finalGraph");
TGraphErrors* g2011_lE = (TGraphErrors*)F11_lE.Get("finalGraph");
g2012_hE->SetMarkerColor(kGreen+2);
g2012_lE->SetMarkerColor(kGreen+2);
g2011_hE->SetMarkerColor(kRed+2);
g2011_lE->SetMarkerColor(kRed+2);
g2012_hE->SetMarkerStyle(20);
g2011_hE->SetMarkerStyle(20);
g2012_lE->SetMarkerStyle(21);
g2011_lE->SetMarkerStyle(21);
TCanvas* cE = new TCanvas("gE", "gE",100,100,725,500);
cE->cd();
TPad *cLeft = new TPad("pad_0","pad_0",0.00,0.00,1.00,1.00);
cLeft->SetLeftMargin(0.17);
cLeft->SetRightMargin(0.025);
cLeft->SetBottomMargin(0.17);
cLeft->Draw();
float tYoffset = 1.75;
float tXoffset = 1.6;
float labSize = 0.04;
float labSize2 = 0.07;
cLeft->cd();
cLeft->SetGridx();
cLeft->SetGridy();
// pad settings
TH1F *hPad = (TH1F*)gPad->DrawFrame(20,-0.02,100,0.02);
hPad->GetXaxis()->SetTitle("E_{T}");
hPad->GetYaxis()->SetTitle("E/p_{data}-E/p_{mc}");
hPad->GetYaxis()->SetTitleOffset(tYoffset);
hPad->GetXaxis()->SetTitleOffset(tXoffset);
hPad->GetXaxis()->SetLabelSize(labSize);
hPad->GetXaxis()->SetTitleSize(labSize);
hPad->GetYaxis()->SetLabelSize(labSize);
hPad->GetYaxis()->SetTitleSize(labSize);
TLegend *tspecE = new TLegend(0.64,0.80,0.99,0.99);
tspecE->SetFillColor(0);
tspecE->SetTextFont(42);
tspecE->AddEntry(g2012_hE,"2012 EE hR9","PL");
tspecE->AddEntry(g2011_hE,"2011 EE hR9","PL");
tspecE->AddEntry(g2012_lE,"2012 EE lR9","PL");
tspecE->AddEntry(g2011_lE,"2011 EE lR9","PL");
g2012_hE->Draw("p");
g2011_hE->Draw("p, same");
g2012_lE->Draw("p, same");
g2011_lE->Draw("p, same");
tspecE->Draw("same");
cE->Print( (plotDirOut+"/EoP_vs_Et_EE.png").c_str(),".png");
}
void limit()
{
//=========Macro generated from canvas: limit/limit
//========= (Thu Apr 27 14:38:33 2017) by ROOT version6.02/05
TCanvas *limit = new TCanvas("limit", "limit",0,0,600,600);
gStyle->SetOptFit(1);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
limit->SetHighLightColor(2);
limit->Range(0,0,1,1);
limit->SetFillColor(0);
limit->SetBorderMode(0);
limit->SetBorderSize(2);
limit->SetLeftMargin(0.16);
limit->SetRightMargin(0.04);
limit->SetTopMargin(0.06);
limit->SetBottomMargin(0.12);
limit->SetFrameFillStyle(0);
limit->SetFrameBorderMode(0);
// ------------>Primitives in pad: pad
TPad *pad = new TPad("pad", "pad",0,0,1,1);
pad->Draw();
pad->cd();
pad->Range(-59.99999,-2.046818,1565,15.01);
pad->SetFillColor(0);
pad->SetBorderMode(0);
pad->SetLogy();
pad->SetBorderSize(2);
pad->SetTickx(1);
pad->SetTicky(1);
pad->SetLeftMargin(0.16);
pad->SetRightMargin(0.04);
pad->SetTopMargin(0.06);
pad->SetBottomMargin(0.12);
pad->SetFrameFillStyle(0);
pad->SetFrameBorderMode(0);
pad->SetFrameFillStyle(0);
pad->SetFrameBorderMode(0);
TH1F *tmp01 = new TH1F("tmp01","Graph",100,200,1500);
tmp01->SetMinimum(0.);
tmp01->SetMaximum(13.98659);
tmp01->SetStats(0);
tmp01->SetLineStyle(0);
tmp01->SetMarkerStyle(20);
tmp01->GetXaxis()->SetTitle("m_{H} (GeV)");
tmp01->GetXaxis()->SetLabelFont(42);
tmp01->GetXaxis()->SetLabelOffset(0.01);
tmp01->GetXaxis()->SetTitleSize(0.05);
tmp01->GetXaxis()->SetTickLength(0.02);
tmp01->GetXaxis()->SetTitleOffset(1.08);
tmp01->GetXaxis()->SetTitleFont(42);
tmp01->GetYaxis()->SetTitle("95% CL limit on #sigma/#sigma_{SM}");
tmp01->GetYaxis()->SetLabelFont(42);
tmp01->GetYaxis()->SetLabelOffset(0.007);
tmp01->GetYaxis()->SetTitleSize(0.05);
tmp01->GetYaxis()->SetTickLength(0.02);
tmp01->GetYaxis()->SetTitleOffset(1.56);
tmp01->GetYaxis()->SetTitleFont(42);
tmp01->GetZaxis()->SetLabelFont(42);
tmp01->GetZaxis()->SetLabelOffset(0.007);
tmp01->GetZaxis()->SetTitleSize(0.05);
tmp01->GetZaxis()->SetTickLength(0.02);
tmp01->GetZaxis()->SetTitleFont(42);
tmp01->Draw("AXIS");
TH1F *tmp02 = new TH1F("tmp02","Graph",100,200,1500);
tmp02->SetMinimum(0);
tmp02->SetMaximum(13.98659);
tmp02->SetStats(0);
tmp02->SetLineStyle(0);
tmp02->SetMarkerStyle(20);
tmp02->GetXaxis()->SetTitle("m_{H} (GeV)");
tmp02->GetXaxis()->SetLabelFont(42);
tmp02->GetXaxis()->SetLabelOffset(0.01);
tmp02->GetXaxis()->SetTitleSize(0.05);
tmp02->GetXaxis()->SetTickLength(0.02);
tmp02->GetXaxis()->SetTitleOffset(1.08);
tmp02->GetXaxis()->SetTitleFont(42);
tmp02->GetYaxis()->SetTitle("95% CL limit on #sigma/#sigma_{SM}");
tmp02->GetYaxis()->SetLabelFont(42);
tmp02->GetYaxis()->SetLabelOffset(0.007);
tmp02->GetYaxis()->SetTitleSize(0.05);
tmp02->GetYaxis()->SetTickLength(0.02);
tmp02->GetYaxis()->SetTitleOffset(1.56);
tmp02->GetYaxis()->SetTitleFont(42);
tmp02->GetZaxis()->SetLabelFont(42);
tmp02->GetZaxis()->SetLabelOffset(0.007);
tmp02->GetZaxis()->SetTitleSize(0.05);
tmp02->GetZaxis()->SetTickLength(0.02);
tmp02->GetZaxis()->SetTitleFont(42);
tmp02->Draw("AXIGSAME");
Double_t Graph0_fx3001[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph0_fy3001[27] = {
4.796875,
2.148438,
0.8398438,
0.3857422,
0.2001953,
0.1088867,
0.06591797,
0.04736328,
0.03564453,
0.02783203,
0.02294922,
0.01806641,
0.01513672,
0.01220703,
0.01123047,
0.009277344,
0.008300781,
0.007324219,
0.007324219,
0.006347656,
0.006347656,
0.005371094,
0.005371094,
0.004394531,
0.004394531,
0.004394531,
0.004394531};
Double_t Graph0_felx3001[27] = {
4.032346e-316,
0,
0,
0,
6.906313e-310,
4.032343e-316,
2.121996e-314,
4.032582e-316,
0,
4.032588e-316,
4.032343e-316,
0,
4.032584e-316,
1.508018e-316,
1.508219e-316,
4.032589e-316,
2.124327e-314,
4.032593e-316,
5.582942e-322,
6.906313e-310,
0,
4.032344e-316,
4.032583e-316,
4.032588e-316,
1.58101e-322,
4.032293e-316,
5.582942e-322};
Double_t Graph0_fely3001[27] = {
2.370331,
1.057434,
0.405159,
0.1845837,
0.09618759,
0.05231667,
0.03192902,
0.02331161,
0.01754379,
0.01435089,
0.01183319,
0.009315491,
0.008041382,
0.006484985,
0.005966187,
0.004928589,
0.00440979,
0.004119873,
0.004119873,
0.003570557,
0.003570557,
0.00302124,
0.00302124,
0.002471924,
0.002471924,
0.002471924,
0.002471924};
Double_t Graph0_fehx3001[27] = {
4.031643e-316,
0,
0,
0,
6.906313e-310,
4.032106e-316,
2.121996e-314,
4.032349e-316,
0,
4.032354e-316,
4.032106e-316,
0,
4.032351e-316,
1.508018e-316,
1.508219e-316,
4.032356e-316,
2.124327e-314,
4.03236e-316,
5.582942e-322,
6.906313e-310,
0,
4.032107e-316,
4.03235e-316,
4.032354e-316,
1.58101e-322,
4.032222e-316,
5.582942e-322};
Double_t Graph0_fehy3001[27] = {
5.693069,
2.47175,
0.8989364,
0.4081147,
0.2108151,
0.1170805,
0.07362081,
0.05438244,
0.04146756,
0.03243252,
0.02825768,
0.02361592,
0.01990321,
0.01752287,
0.01712826,
0.0153559,
0.01456667,
0.01341494,
0.01192601,
0.0124739,
0.01149977,
0.01055484,
0.01051202,
0.008670811,
0.008670811,
0.008635777,
0.008635777};
TGraphAsymmErrors *grae = new TGraphAsymmErrors(27,Graph0_fx3001,Graph0_fy3001,Graph0_felx3001,Graph0_fehx3001,Graph0_fely3001,Graph0_fehy3001);
grae->SetName("Graph0");
grae->SetTitle("Graph");
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#ffff00");
grae->SetFillColor(ci);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph3001 = new TH1F("Graph_Graph3001","Graph",100,70,1630);
Graph_Graph3001->SetMinimum(0);
Graph_Graph3001->SetMaximum(11.53875);
Graph_Graph3001->SetDirectory(0);
Graph_Graph3001->SetStats(0);
Graph_Graph3001->SetLineStyle(0);
Graph_Graph3001->SetMarkerStyle(20);
Graph_Graph3001->GetXaxis()->SetLabelFont(42);
Graph_Graph3001->GetXaxis()->SetTitleSize(0.05);
Graph_Graph3001->GetXaxis()->SetTickLength(0.02);
Graph_Graph3001->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph3001->GetXaxis()->SetTitleFont(42);
Graph_Graph3001->GetYaxis()->SetLabelFont(42);
Graph_Graph3001->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph3001->GetYaxis()->SetTitleSize(0.05);
Graph_Graph3001->GetYaxis()->SetTickLength(0.02);
Graph_Graph3001->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph3001->GetYaxis()->SetTitleFont(42);
Graph_Graph3001->GetZaxis()->SetLabelFont(42);
Graph_Graph3001->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph3001->GetZaxis()->SetTitleSize(0.05);
Graph_Graph3001->GetZaxis()->SetTickLength(0.02);
Graph_Graph3001->GetZaxis()->SetTitleFont(42);
grae->SetHistogram(Graph_Graph3001);
grae->Draw("3");
Double_t Graph1_fx3002[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph1_fy3002[27] = {
4.796875,
2.148438,
0.8398438,
0.3857422,
0.2001953,
0.1088867,
0.06591797,
0.04736328,
0.03564453,
0.02783203,
0.02294922,
0.01806641,
0.01513672,
0.01220703,
0.01123047,
0.009277344,
0.008300781,
0.007324219,
0.007324219,
0.006347656,
0.006347656,
0.005371094,
0.005371094,
0.004394531,
0.004394531,
0.004394531,
0.004394531};
Double_t Graph1_felx3002[27] = {
4.028644e-316,
2.608667e-321,
4.022558e-316,
0,
2.420922e-322,
4.028601e-316,
0,
2.11372e-314,
0,
4.940656e-323,
8.744962e-322,
0,
0,
4.940656e-323,
0,
6.906314e-310,
5.33769e+160,
0,
4.021573e-316,
6.906314e-310,
0,
1.188318e-312,
4.027998e-316,
0,
1.58101e-322,
4.027629e-316,
1.630417e-322};
Double_t Graph1_fely3002[27] = {
1.490716,
0.6650269,
0.2516418,
0.1146438,
0.05974151,
0.03228919,
0.01945674,
0.01420552,
0.01069075,
0.009417772,
0.007765532,
0.006113291,
0.005277157,
0.003647804,
0.00335598,
0.002772331,
0.002480507,
0.002317429,
0.002832413,
0.002231598,
0.002231598,
0.001888275,
0.001888275,
0.001544952,
0.001544952,
0.001544952,
0.002162933};
Double_t Graph1_fehx3002[27] = {
1.179415e-312,
2.608667e-321,
4.022558e-316,
0,
2.420922e-322,
4.028634e-316,
0,
2.113722e-314,
0,
4.940656e-323,
8.744962e-322,
0,
0,
4.940656e-323,
0,
6.906314e-310,
2.139459e+161,
0,
4.021573e-316,
6.906314e-310,
0,
1.188318e-312,
4.027998e-316,
0,
1.58101e-322,
4.027675e-316,
1.630417e-322};
Double_t Graph1_fehy3002[27] = {
2.351828,
1.053343,
0.3849801,
0.1768222,
0.09017253,
0.05078118,
0.03126747,
0.02303264,
0.01790216,
0.012869,
0.0113431,
0.009505779,
0.008205643,
0.007395977,
0.0068043,
0.006212621,
0.006088058,
0.005138258,
0.004204029,
0.005262822,
0.003643492,
0.004453157,
0.003768056,
0.004204029,
0.004204029,
0.003643492,
0.003643492};
grae = new TGraphAsymmErrors(27,Graph1_fx3002,Graph1_fy3002,Graph1_felx3002,Graph1_fehx3002,Graph1_fely3002,Graph1_fehy3002);
grae->SetName("Graph1");
grae->SetTitle("Graph");
ci = TColor::GetColor("#00ff00");
grae->SetFillColor(ci);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph3002 = new TH1F("Graph_Graph3002","Graph",100,-8.010917e+160,2.406781e+161);
Graph_Graph3002->SetMinimum(0);
Graph_Graph3002->SetMaximum(7.86335);
Graph_Graph3002->SetDirectory(0);
Graph_Graph3002->SetStats(0);
Graph_Graph3002->SetLineStyle(0);
Graph_Graph3002->SetMarkerStyle(20);
Graph_Graph3002->GetXaxis()->SetLabelFont(42);
Graph_Graph3002->GetXaxis()->SetTitleSize(0.05);
Graph_Graph3002->GetXaxis()->SetTickLength(0.02);
Graph_Graph3002->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph3002->GetXaxis()->SetTitleFont(42);
Graph_Graph3002->GetYaxis()->SetLabelFont(42);
Graph_Graph3002->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph3002->GetYaxis()->SetTitleSize(0.05);
Graph_Graph3002->GetYaxis()->SetTickLength(0.02);
Graph_Graph3002->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph3002->GetYaxis()->SetTitleFont(42);
Graph_Graph3002->GetZaxis()->SetLabelFont(42);
Graph_Graph3002->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph3002->GetZaxis()->SetTitleSize(0.05);
Graph_Graph3002->GetZaxis()->SetTickLength(0.02);
Graph_Graph3002->GetZaxis()->SetTitleFont(42);
grae->SetHistogram(Graph_Graph3002);
grae->Draw("3");
Double_t Graph2_fx1[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph2_fy1[27] = {
4.796875,
2.148438,
0.8398438,
0.3857422,
0.2001953,
0.1088867,
0.06591797,
0.04736328,
0.03564453,
0.02783203,
0.02294922,
0.01806641,
0.01513672,
0.01220703,
0.01123047,
0.009277344,
0.008300781,
0.007324219,
0.007324219,
0.006347656,
0.006347656,
0.005371094,
0.005371094,
0.004394531,
0.004394531,
0.004394531,
0.004394531};
TGraph *graph = new TGraph(27,Graph2_fx1,Graph2_fy1);
graph->SetName("Graph2");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#ff0000");
graph->SetLineColor(ci);
graph->SetLineWidth(2);
graph->SetMarkerStyle(20);
TH1F *Graph_Graph1 = new TH1F("Graph_Graph1","Graph",100,70,1630);
Graph_Graph1->SetMinimum(0);
Graph_Graph1->SetMaximum(5.276123);
Graph_Graph1->SetDirectory(0);
Graph_Graph1->SetStats(0);
Graph_Graph1->SetLineStyle(0);
Graph_Graph1->SetMarkerStyle(20);
Graph_Graph1->GetXaxis()->SetLabelFont(42);
Graph_Graph1->GetXaxis()->SetTitleSize(0.05);
Graph_Graph1->GetXaxis()->SetTickLength(0.02);
Graph_Graph1->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph1->GetXaxis()->SetTitleFont(42);
Graph_Graph1->GetYaxis()->SetLabelFont(42);
Graph_Graph1->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph1->GetYaxis()->SetTitleSize(0.05);
Graph_Graph1->GetYaxis()->SetTickLength(0.02);
Graph_Graph1->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph1->GetYaxis()->SetTitleFont(42);
Graph_Graph1->GetZaxis()->SetLabelFont(42);
Graph_Graph1->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph1->GetZaxis()->SetTitleSize(0.05);
Graph_Graph1->GetZaxis()->SetTickLength(0.02);
Graph_Graph1->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph1);
graph->Draw("l");
Double_t Graph3_fx2[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph3_fy2[27] = {
4.79203,
2.152691,
0.8377939,
0.3861777,
0.1995838,
0.1090425,
0.0660598,
0.04759021,
0.03596779,
0.02751563,
0.02238263,
0.01815241,
0.01512282,
0.01228406,
0.01162986,
0.009836298,
0.008643669,
0.007866618,
0.007089044,
0.006702567,
0.005960677,
0.005744891,
0.005145786,
0.004956617,
0.004917011,
0.004476165,
0.004343825};
graph = new TGraph(27,Graph3_fx2,Graph3_fy2);
graph->SetName("Graph3");
graph->SetTitle("Graph");
graph->SetFillColor(1);
graph->SetLineWidth(2);
graph->SetMarkerStyle(20);
TH1F *Graph_Graph2 = new TH1F("Graph_Graph2","Graph",100,70,1630);
Graph_Graph2->SetMinimum(0);
Graph_Graph2->SetMaximum(5.270799);
Graph_Graph2->SetDirectory(0);
Graph_Graph2->SetStats(0);
Graph_Graph2->SetLineStyle(0);
Graph_Graph2->SetMarkerStyle(20);
Graph_Graph2->GetXaxis()->SetLabelFont(42);
Graph_Graph2->GetXaxis()->SetTitleSize(0.05);
Graph_Graph2->GetXaxis()->SetTickLength(0.02);
Graph_Graph2->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph2->GetXaxis()->SetTitleFont(42);
Graph_Graph2->GetYaxis()->SetLabelFont(42);
Graph_Graph2->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph2->GetYaxis()->SetTitleSize(0.05);
Graph_Graph2->GetYaxis()->SetTickLength(0.02);
Graph_Graph2->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph2->GetYaxis()->SetTitleFont(42);
Graph_Graph2->GetZaxis()->SetLabelFont(42);
Graph_Graph2->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph2->GetZaxis()->SetTitleSize(0.05);
Graph_Graph2->GetZaxis()->SetTickLength(0.02);
Graph_Graph2->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph2);
graph->Draw("pl");
TH1F *tmp0_copy3 = new TH1F("tmp0_copy3","Graph",100,200,1500);
tmp0_copy3->SetMinimum(0);
tmp0_copy3->SetMaximum(11.53875);
tmp0_copy3->SetDirectory(0);
tmp0_copy3->SetStats(0);
tmp0_copy3->SetLineStyle(0);
tmp0_copy3->SetMarkerStyle(20);
tmp0_copy3->GetXaxis()->SetLabelFont(42);
tmp0_copy3->GetXaxis()->SetTitleSize(0.05);
tmp0_copy3->GetXaxis()->SetTickLength(0.02);
tmp0_copy3->GetXaxis()->SetTitleOffset(1.08);
tmp0_copy3->GetXaxis()->SetTitleFont(42);
tmp0_copy3->GetYaxis()->SetLabelFont(42);
tmp0_copy3->GetYaxis()->SetLabelOffset(0.007);
tmp0_copy3->GetYaxis()->SetTitleSize(0.05);
tmp0_copy3->GetYaxis()->SetTickLength(0.02);
tmp0_copy3->GetYaxis()->SetTitleOffset(1.56);
tmp0_copy3->GetYaxis()->SetTitleFont(42);
tmp0_copy3->GetZaxis()->SetLabelFont(42);
tmp0_copy3->GetZaxis()->SetLabelOffset(0.007);
tmp0_copy3->GetZaxis()->SetTitleSize(0.05);
tmp0_copy3->GetZaxis()->SetTickLength(0.02);
tmp0_copy3->GetZaxis()->SetTitleFont(42);
tmp0_copy3->Draw("sameaxis");
TH1F *tmp0_copy4 = new TH1F("tmp0_copy4","Graph",100,200,1500);
tmp0_copy4->SetMinimum(0);
tmp0_copy4->SetMaximum(11.53875);
tmp0_copy4->SetDirectory(0);
tmp0_copy4->SetStats(0);
tmp0_copy4->SetLineStyle(0);
tmp0_copy4->SetMarkerStyle(20);
tmp0_copy4->GetXaxis()->SetLabelFont(42);
tmp0_copy4->GetXaxis()->SetTitleSize(0.05);
tmp0_copy4->GetXaxis()->SetTickLength(0.02);
tmp0_copy4->GetXaxis()->SetTitleOffset(1.08);
tmp0_copy4->GetXaxis()->SetTitleFont(42);
tmp0_copy4->GetYaxis()->SetLabelFont(42);
tmp0_copy4->GetYaxis()->SetLabelOffset(0.007);
tmp0_copy4->GetYaxis()->SetTitleSize(0.05);
tmp0_copy4->GetYaxis()->SetTickLength(0.02);
tmp0_copy4->GetYaxis()->SetTitleOffset(1.56);
tmp0_copy4->GetYaxis()->SetTitleFont(42);
tmp0_copy4->GetZaxis()->SetLabelFont(42);
tmp0_copy4->GetZaxis()->SetLabelOffset(0.007);
tmp0_copy4->GetZaxis()->SetTitleSize(0.05);
tmp0_copy4->GetZaxis()->SetTickLength(0.02);
tmp0_copy4->GetZaxis()->SetTitleFont(42);
tmp0_copy4->Draw("sameaxig");
TLegend *leg = new TLegend(0.495,0.825,0.945,0.925,NULL,"NBNDC");
leg->SetBorderSize(0);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(1001);
TLegendEntry *entry=leg->AddEntry("Graph3","Observed","LP");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph2","Expected","L");
ci = TColor::GetColor("#ff0000");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph1","#pm1#sigma Expected","F");
ci = TColor::GetColor("#00ff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph0","#pm2#sigma Expected","F");
ci = TColor::GetColor("#ffff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
leg->Draw();
TPave *pave = new TPave(0.16,0.81,0.96,0.94,1,"brNDC");
pave->SetFillColor(0);
pave->Draw();
leg = new TLegend(0.495,0.825,0.945,0.925,NULL,"NBNDC");
leg->SetBorderSize(0);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(1001);
entry=leg->AddEntry("Graph3","Observed","LP");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph2","Expected","L");
ci = TColor::GetColor("#ff0000");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph1","#pm1#sigma Expected","F");
ci = TColor::GetColor("#00ff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph0","#pm2#sigma Expected","F");
ci = TColor::GetColor("#ffff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
leg->Draw();
TLatex * tex = new TLatex(0.196,0.9113,"CMS");
tex->SetNDC();
tex->SetTextAlign(13);
tex->SetTextSize(0.048);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.196,0.8537,"Internal");
tex->SetNDC();
tex->SetTextAlign(13);
tex->SetTextFont(52);
tex->SetTextSize(0.03648);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.96,0.952,"");
tex->SetNDC();
tex->SetTextAlign(31);
tex->SetTextFont(42);
tex->SetTextSize(0.036);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.16,0.952,"");
tex->SetNDC();
tex->SetTextFont(42);
tex->SetTextSize(0.036);
tex->SetLineWidth(2);
tex->Draw();
pad->Modified();
limit->cd();
limit->Modified();
limit->cd();
limit->SetSelected(limit);
}
void DrawVariable(TString VAR,bool SHAPE,int REBIN,float XMIN,float XMAX,TString XTITLE,bool PRINT,bool BLIND=false,float BLIND_MIN=0,float BLIND_MAX=0)
{
gROOT->ForceStyle();
const int N = 20;
TString SAMPLE[N] = {
"JetHT",
"ttHJetTobb_M125_13TeV_amcatnloFXFX_madspin_pythia8",
"ttHJetToNonbb_M125_13TeV_amcatnloFXFX_madspin_pythia8_mWCutfix",
"QCD_HT300to500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT500to700_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT700to1000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT1000to1500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT1500to2000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"QCD_HT2000toInf_TuneCUETP8M1_13TeV-madgraphMLM-pythia8",
"DYJetsToQQ_HT180_13TeV-madgraphMLM-pythia8",
"WJetsToQQ_HT180_13TeV-madgraphMLM-pythia8",
"TT_TuneCUETP8M1_13TeV-powheg-pythia8",
"ST_t-channel_antitop_4f_inclusiveDecays_13TeV-powhegV2-madspin-pythia8_TuneCUETP8M1",
"ST_tW_top_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M1",
"ST_tW_antitop_5f_inclusiveDecays_13TeV-powheg-pythia8_TuneCUETP8M1",
"TTWJetsToQQ_TuneCUETP8M1_13TeV-amcatnloFXFX-madspin-pythia8",
"TTZToQQ_TuneCUETP8M1_13TeV-amcatnlo-pythia8",
"WZ_TuneCUETP8M1_13TeV-pythia8",
"WWTo4Q_13TeV-powheg",
"ZZTo4Q_13TeV_amcatnloFXFX_madspin_pythia8"
};
float XSEC[N] = {
1.0,
0.2934,
0.2151,
347700,
32100,
6831,
1207,
119.9,
25.24,
1460,
3539,
832,
217,
35.6,
35.6,
0.4062,
0.5297,
47.13,
51.723,
22.29
};
float LUMI(5760);
TFile *inf[N];
TH1F *h[N];
TCanvas *can = new TCanvas("can_"+VAR,"can_"+VAR,900,600);
can->SetRightMargin(0.15);
for(int i=0;i<N;i++) {
inf[i] = TFile::Open("Histo_"+SAMPLE[i]+".root");
//cout<<inf[i]->GetName()<<" "<<VAR<<endl;
h[i] = (TH1F*)inf[i]->Get("ttH/h_"+VAR);
h[i]->SetDirectory(0);
h[i]->Rebin(REBIN);
h[i]->Sumw2();
h[i]->SetLineWidth(1);
h[i]->SetLineColor(kBlack);
if (i>0) {
float norm = ((TH1F*)inf[i]->Get("eventCounter/GenEventWeight"))->GetSumOfWeights();
//cout<<inf[i]->GetName()<<" "<<norm<<endl;
h[i]->Scale(LUMI*XSEC[i]/norm);
}
else {
h[i]->SetLineWidth(2);
}
inf[i]->Close();
}
TH1F *hQCD = (TH1F*)h[3]->Clone("hQCD");
hQCD->Add(h[4]);
hQCD->Add(h[5]);
hQCD->Add(h[6]);
hQCD->Add(h[7]);
hQCD->Add(h[8]);
TH1F *hVV = (TH1F*)h[17]->Clone("hVV");
hVV->Add(h[18]);
hVV->Add(h[19]);
TH1F *hST = (TH1F*)h[12]->Clone("hST");
hST->Add(h[13]);
hST->Add(h[14]);
h[1]->SetLineColor(kRed);//ttHbb
h[1]->SetFillColor(kRed-9);
h[1]->SetLineWidth(2);
h[2]->SetLineColor(kRed);//ttHNobb
h[2]->SetFillColor(kRed-10);
h[2]->SetLineWidth(2);
TH1F *hTT = (TH1F*)h[11]->Clone("TTbar");
TH1F *hTTZ = (TH1F*)h[16]->Clone("TTZ");
TH1F *hTTW = (TH1F*)h[15]->Clone("TTW");
TH1F *hWJets = (TH1F*)h[10]->Clone("WJets");
TH1F *hDYJets = (TH1F*)h[9]->Clone("DYJets");
hQCD->SetFillColor(kBlue-10);//QCD
hTT->SetFillColor(kOrange);
hST->SetFillColor(kOrange-1);//ST
hVV->SetFillColor(kMagenta-10);//VV
hTTZ->SetFillColor(kYellow-10);//ttZ
hTTW->SetFillColor(kYellow-9);//ttW
hWJets->SetFillColor(kGreen-10);//WJets
hDYJets->SetFillColor(kGreen-8);//ZJets
float kfactor = 1.0;
if (hQCD->Integral() > 0) {
kfactor = (h[0]->Integral()-hTT->Integral()-hWJets->Integral()-hDYJets->Integral()-hST->Integral())/hQCD->Integral();
}
hQCD->Scale(kfactor);
TH1F *hBkg = (TH1F*)hQCD->Clone("hBkg");
hBkg->Add(hTT);
hBkg->Add(hST);
hBkg->Add(hTTW);
hBkg->Add(hTTZ);
hBkg->Add(hWJets);
hBkg->Add(hDYJets);
hBkg->Add(hVV);
hBkg->SetFillColor(kGray);
cout<<"Data events: "<<h[0]->Integral()<<endl;
cout<<"ttHJetTobb: "<<h[1]->Integral()<<endl;
cout<<"ttHJetToNonbb:"<<h[2]->Integral()<<endl;
cout<<"QCD events: "<<hQCD->Integral()<<endl;
cout<<"TTbar events: "<<hTT->Integral()<<endl;
cout<<"ST events: "<<hST->Integral()<<endl;
cout<<"TTZ events: "<<hTTZ->Integral()<<endl;
cout<<"TTW events: "<<hTTW->Integral()<<endl;
cout<<"WJets events: "<<hWJets->Integral()<<endl;
cout<<"DYJets events:"<<hDYJets->Integral()<<endl;
cout<<"VV events: "<<hVV->Integral()<<endl;
cout<<"kfactor: "<<kfactor<<endl;
THStack *hs = new THStack("hs","hs");
hs->Add(hVV);
hs->Add(hTTW);
hs->Add(hTTZ);
hs->Add(hWJets);
hs->Add(hDYJets);
hs->Add(hST);
hs->Add(hTT);
hs->Add(hQCD);
if (BLIND) {
for(int i=0;i<h[0]->GetNbinsX();i++) {
if (h[0]->GetBinCenter(i+1) > BLIND_MIN && h[0]->GetBinCenter(i+1) < BLIND_MAX) {
h[0]->SetBinContent(i+1,0);
h[0]->SetBinError(i+1,0);
}
}
}
TH1F *hRatio = (TH1F*)h[0]->Clone("Ratio");
hRatio->SetLineWidth(2);
hRatio->Divide(hBkg);
TLegend *leg = new TLegend(0.86,0.55,0.99,0.9);
leg->SetFillColor(0);
leg->SetTextFont(42);
leg->SetTextSize(0.03);
leg->AddEntry(hQCD,"QCD","F");
leg->AddEntry(hTT,"TTbar","F");
leg->AddEntry(hST,"ST","F");
leg->AddEntry(hTTZ,"ttZ","F");
leg->AddEntry(hTTW,"ttW","F");
leg->AddEntry(hWJets,"WJets","F");
leg->AddEntry(hDYJets,"ZJets","F");
leg->AddEntry(hVV,"Diboson","F");
leg->AddEntry(h[1],"ttHbb","L");
leg->AddEntry(h[2],"ttHNonbb","L");
if (SHAPE) {
h[1]->SetFillStyle(3001);
h[2]->SetFillStyle(3001);
h[0]->Scale(1./h[0]->Integral());
h[1]->Scale(1./h[1]->Integral());
h[2]->Scale(1./h[2]->Integral());
hQCD->Scale(1./hQCD->Integral());
hBkg->Scale(1./hBkg->Integral());
double max = TMath::Max(h[0]->GetBinContent(h[0]->GetMaximumBin()),hBkg->GetBinContent(hBkg->GetMaximumBin()));
hBkg->SetMaximum(1.1*max);
hBkg->GetXaxis()->SetTitle(XTITLE);
hBkg->GetXaxis()->SetRangeUser(XMIN,XMAX);
hBkg->Draw("hist");
h[0]->Draw("same E");
//h[1]->Draw("same hist");
leg->Draw();
gPad->RedrawAxis();
can->Print("can_"+VAR+"_norm.pdf");
}
else {
can->SetBottomMargin(0.25);
gPad->SetLogy();
//h[1]->Scale(h[0]->Integral()/h[1]->Integral());
h[1]->SetFillColor(0);
TH1F *hAux = (TH1F*)h[0]->Clone("aux");
hAux->Reset();
hAux->GetYaxis()->SetRangeUser(0.5,1.1*TMath::Max(h[1]->GetBinContent(h[1]->GetMaximumBin()),h[0]->GetBinContent(h[0]->GetMaximumBin())));
hAux->GetXaxis()->SetRangeUser(XMIN,XMAX);
hAux->GetYaxis()->SetTitle(TString::Format("Number of events / %1.2f fb^{-1}",LUMI/1000));
hAux->GetXaxis()->SetTitle("");
hAux->GetXaxis()->SetLabelSize(0.0);
hAux->Draw();
hs->Draw("hist same");
h[0]->Draw("same E");
h[1]->Draw("same hist");
h[2]->Draw("same hist");
leg->Draw();
gPad->RedrawAxis();
TPad *pad = new TPad("pad","pad",0.,0.,1.,1.);
pad->SetTopMargin(0.77);
pad->SetRightMargin(0.15);
pad->SetFillColor(0);
pad->SetFillStyle(0);
pad->Draw();
pad->cd(0);
pad->SetGridy();
hRatio->GetXaxis()->SetTitleOffset(0.95);
hRatio->GetYaxis()->SetTitleOffset(1.5);
hRatio->GetYaxis()->SetTickLength(0.06);
hRatio->GetYaxis()->SetTitleSize(0.03);
hRatio->GetYaxis()->SetLabelSize(0.03);
hRatio->GetYaxis()->SetTitle("Data/MC");
hRatio->GetXaxis()->SetTitle(XTITLE);
hRatio->GetXaxis()->SetRangeUser(XMIN,XMAX);
hRatio->GetYaxis()->SetRangeUser(0.5,1.5);
hRatio->GetYaxis()->SetNdivisions(505);
hRatio->Draw();
if (PRINT) {
can->Print("plots/can_"+VAR+"_abs.pdf");
can->Print("plots/can_"+VAR+"_abs.png");
}
}
}
void macro_MakeQcdClosureTest()
{
// parameters //////////////////////////////////////////////////////////////
//TFile input("./emuSpec_19619pb-1.root", "open");
TFile input("test_19619pb-1.root", "open");
input.cd();
TParameter<float> *lumi = (TParameter<float> *)input.Get("lumi");
const int nBins = 75;
const bool usePu = 1;
const bool useWeight = 1;
const int qcdEst = 1; // estimation method of QCD contribution. none(0), from SS spectrum(1), from fake rate(2)
int eRegion = 2; // electron region EB(0), EE(1), EB+EE(2)
bool plotSign[3];
plotSign[0] = 1; // all
plotSign[1] = 1; // SS same sign
plotSign[2] = 1; // OS opposite sign
bool plotType[2];
plotType[0] = 1; // emu spectrum
plotType[1] = 1; // cumulative emu spectrum
const bool plotPull = 0; // plot (data-bkg)/bkg
const bool plotPullBelowSpec = 0; // plot (data-bkg)/bkg below spectrum
const bool logPlotX = 0;
const bool logPlotY = 1;
const bool prelim = 1;
const bool groupedPlot = 0;
const bool overflowBin = 1;
float xRangeMin = 60.;
float xRangeMax = 1200.;
//float xRangeMin = 0.;
//float xRangeMax = 1500.;
float yRangeMin[6] = {0.002, 0.002, 0.002, 0.4, 0.4, 0.4};
float yRangeMax[6] = {30, 10, 30, 3000, 1000, 3000};
float yRangeMinRatio[3] = {-0.7, -0.7, -0.7};
float yRangeMaxRatio[3] = {0.7, 0.7, 0.7};
float fitMin = xRangeMin;
float fitMax = 1100.; // set to highest bin with a data point
float xRangeMinRatio = fitMin;
float xRangeMaxRatio = fitMax;
// output file formats
const bool savePull = 0;
const bool saveSpec = 0;
const bool saveCumSpec = 0;
const bool saveAsPdf = 0;
const bool saveAsPng = 1;
const bool saveAsRoot = 0;
const char *fileNameExtra = "";
//const char *fileNameExtra = "madgraphTTbar_";
const char *plotDir = "./plottemp/";
// plot style
int wjetColour= TColor::GetColor("#ffd324");
int jetBkgColour = TColor::GetColor("#ffff66");
int font = 42; //62
////////////////////////////////////////////////////////////////////////////
// systematic errors
float systErrLumi = ((TParameter<float> *)input.Get("systErrLumi"))->GetVal();
systErrLumi = 0.; // since we normalize to the Z peak
float systErrEff = ((TParameter<float> *)input.Get("systErrEff"))->GetVal(); // muon err & ele err
THashList *systErrMCs = (THashList *)input.Get("systErrMCs");
vector<float> systErrMC;
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTtbar"))->GetVal()); // NNLO ttbar
//systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTtbar700to1000"))->GetVal()); // NLO ttbar700to1000
//systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTtbar1000up"))->GetVal()); // NLO ttbar1000up
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcDyTauTau"))->GetVal()); //z->tt
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcWW"))->GetVal()); //WW
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcWZ"))->GetVal()); //WZ
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcZZ"))->GetVal()); //ZZ
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTW"))->GetVal()); //tW
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcDyMuMu"))->GetVal()); //Z->mm
systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcDyEE"))->GetVal()); //Z->ee
if (qcdEst == 2) systErrMC.push_back(0.4); // qcd error
else systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcWJets"))->GetVal()); //WJets
// to keep the histogram when the file is closed
TH1::AddDirectory(kFALSE);
TH1::SetDefaultSumw2(kTRUE);
TString histoSign[3] = {"", "SS_", "OS_"};
TString xAxisTitle[3] = {"m(e#mu)", "m(e^{#pm}#mu^{#pm})", "m(e^{#pm}#mu^{#mp})"};
TString nameSuffix[2] = {"", "cumul"};
TString titleSuffix[2] = {"", " - Cumulative"};
vector<TH1F *> emuMass_wjets;
vector<TH1F *> emuMass_qcd;
vector<TH1F *> emuMass_qcdFromFake;
// define the binning
vector<float> binning;
if (logPlotX) {
//for (float bin = 0.; bin < 100.; bin += 5.)
// binning.push_back(bin);
for (float bin = 0.; bin < 200.; bin += 10.)
binning.push_back(bin);
for (float bin = 200.; bin < 400.; bin += 20.)
binning.push_back(bin);
for (float bin = 400.; bin < 500.; bin += 25.)
binning.push_back(bin);
for (float bin = 500.; bin <= 620.; bin += 40.)
binning.push_back(bin);
binning.push_back(670.);
binning.push_back(720.);
binning.push_back(780.);
binning.push_back(840.);
binning.push_back(920.);
binning.push_back(1000.);
binning.push_back(1100.);
binning.push_back(1220.);
binning.push_back(1380.);
binning.push_back(1500.);
} else {
//for (float bin = 0.; bin <= 1500.; bin += 20.)
// binning.push_back(bin);
for (float bin = 0.; bin < 200.; bin += 20.)
binning.push_back(bin);
for (float bin = 200.; bin < 400.; bin += 40.)
binning.push_back(bin);
for (float bin = 400.; bin < 700.; bin += 50.)
binning.push_back(bin);
for (float bin = 700.; bin < 1000.; bin += 75.)
binning.push_back(bin);
for (float bin = 1000.; bin < 1200.; bin += 100.)
binning.push_back(bin);
for (float bin = 1200.; bin <= 1500.; bin += 150.)
binning.push_back(bin);
}
THashList *mcWeights = (THashList *)input.Get("mcWeights");
TParameter<float> *mcWeight = (TParameter<float> *)mcWeights->FindObject("ttbar");
TParameter<float> *mcWeight700to1000 = (TParameter<float> *)mcWeights->FindObject("ttbar700to1000");
TParameter<float> *mcWeight1000up = (TParameter<float> *)mcWeights->FindObject("ttbar1000up");
float totMcWeight = 1.;
// determine qcd contribution
TH1F *qcdContrib;
TH1F *ssData = MakeHistoFromBranch(&input, "emuTree_data", "mass", SS, eRegion, "", 0., 0., binning, 0x100);
TH1F *ssBg = MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "genMTtbar", 0., 700., binning, 0x1DF);
totMcWeight = 1. / (1 / mcWeight->GetVal() + 1 / mcWeight700to1000->GetVal());
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "genMTtbar", 700., 1000., binning, 0x19F), totMcWeight);
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar700to1000", "mass", SS, eRegion, "genMTtbar", 700., 1000., binning, 0x19F), totMcWeight);
totMcWeight = 1. / (1 / mcWeight->GetVal() + 1 / mcWeight1000up->GetVal());
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "genMTtbar", 1000., 1000000000., binning, 0x19F), totMcWeight);
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar1000up", "mass", SS, eRegion, "genMTtbar", 1000., 1000000000., binning, 0x19F), totMcWeight);
//TH1F *ssBg = MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF);
//TH1F *ssBg = MakeHistoFromBranch(&input, "emuTree_ttbarto2l", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF);
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ztautau", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ww", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_wz", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_zz", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_tw", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_zmumu", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_zee", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
ssBg->Add(MakeHistoFromBranch(&input, "emuTree_wjets", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
qcdContrib = (TH1F *)ssData->Clone("qcdContrib_SS");
qcdContrib->Add(ssBg, -1);
for (int i = 0; i < qcdContrib->GetNbinsX() + 2; ++i) {
if (qcdContrib->GetBinContent(i) < 0) qcdContrib->SetBinContent(i, 0.);
}
cout << "expected SS QCD events: " << ssData->Integral() - ssBg->Integral() << endl;
cout << "derived SS QCD events: " << qcdContrib->Integral() << endl;
cout << "scale factor: " << (ssData->Integral() - ssBg->Integral()) / qcdContrib->Integral()<< endl;
qcdContrib->Scale((ssData->Integral() - ssBg->Integral()) / qcdContrib->Integral());
// loop over full spectrum, SS and OS
for (int k = 0; k < 3; ++k) {
// loop to get normal and cumulated spectrum
for (unsigned int j = 0; j < 2; ++j) {
input.cd();
bool normToBin = true;
if (j > 0) normToBin = false;
if (k == 2) k = -1;
// make the histograms
emuMass_wjets.push_back(MakeHistoFromBranch(&input, "emuTree_wjets", "mass", k, eRegion, "", 0., 0., binning, 0x1DF, normToBin));
if (k == -1) k = 2;
emuMass_wjets.back()->SetName("emuMass_" + histoSign[k] + "wjets" + nameSuffix[j]);
// qcd contribution
if (k == 2) k = -1;
emuMass_qcdFromFake.push_back((TH1F *)MakeHistoFromBranch(&input, "frEmuTree_data", "mass", k, eRegion, "", 0., 0., binning, 0x300));
emuMass_qcd.push_back((TH1F *)qcdContrib->Clone("emuMass_" + histoSign[k] + "qcd"));
if (k == ALL) emuMass_qcd.back()->Scale(2.);
// normalize to bin width
if (j < 1) {
for (int i = 1; i < emuMass_qcd.back()->GetNbinsX() + 1; ++i) {
emuMass_qcd.back()->SetBinContent(i, emuMass_qcd.back()->GetBinContent(i) / emuMass_qcd.back()->GetBinWidth(i));
emuMass_qcd.back()->SetBinError(i, emuMass_qcd.back()->GetBinError(i) / emuMass_qcd.back()->GetBinWidth(i));
emuMass_qcdFromFake.back()->SetBinContent(i, emuMass_qcdFromFake.back()->GetBinContent(i) / emuMass_qcdFromFake.back()->GetBinWidth(i));
emuMass_qcdFromFake.back()->SetBinError(i, emuMass_qcdFromFake.back()->GetBinError(i) / emuMass_qcdFromFake.back()->GetBinWidth(i));
}
}
if (k == -1) k = 2;
// add overflow in last bin
if (j == 0 && overflowBin) {
emuMass_wjets.back()->SetBinContent(emuMass_wjets.back()->GetNbinsX(), emuMass_wjets.back()->GetBinContent(emuMass_wjets.back()->GetNbinsX()) + emuMass_wjets.back()->GetBinContent(emuMass_wjets.back()->GetNbinsX() + 1));
emuMass_qcd.back()->SetBinContent(emuMass_qcd.back()->GetNbinsX(), emuMass_qcd.back()->GetBinContent(emuMass_qcd.back()->GetNbinsX()) + emuMass_qcd.back()->GetBinContent(emuMass_qcd.back()->GetNbinsX() + 1));
emuMass_qcdFromFake.back()->SetBinContent(emuMass_qcdFromFake.back()->GetNbinsX(), emuMass_qcdFromFake.back()->GetBinContent(emuMass_qcdFromFake.back()->GetNbinsX()) + emuMass_qcdFromFake.back()->GetBinContent(emuMass_qcdFromFake.back()->GetNbinsX() + 1));
}
// integrate from the right side
if (j == 1) {
// loop over bins
double error;
for (int i = 1; i < nBins + 1; ++i) {
emuMass_wjets.back()->SetBinContent(i, emuMass_wjets.back()->IntegralAndError(i, nBins, error));
emuMass_wjets.back()->SetBinError(i, error);
emuMass_qcd.back()->SetBinContent(i, emuMass_qcd.back()->IntegralAndError(i, nBins, error));
emuMass_qcd.back()->SetBinError(i, error);
emuMass_qcdFromFake.back()->SetBinContent(i, emuMass_qcdFromFake.back()->IntegralAndError(i, nBins, error));
emuMass_qcdFromFake.back()->SetBinError(i, error);
}
}
if (!plotSign[k]) continue;
if (!plotType[j]) continue;
TCanvas *emuPlot;
TPad *specPad;
if (plotPullBelowSpec && j == 0) {
emuPlot = new TCanvas("emuPlot" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 100, 100, 900, 900);
specPad = new TPad("specPad" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 0., 0.33, 1., 1.);
specPad->SetBottomMargin(0.06);
} else {
emuPlot = new TCanvas("emuPlot" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 100, 100, 900, 600);
specPad = new TPad("specPad" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 0., 0., 1., 1.);
specPad->SetBottomMargin(0.12);
}
specPad->SetBorderMode(0);
specPad->SetBorderSize(2);
specPad->SetFrameBorderMode(0);
specPad->SetFillColor(0);
specPad->SetFrameFillColor(0);
if (logPlotX) specPad->SetLogx();
if (logPlotY) specPad->SetLogy();
specPad->SetLeftMargin(0.11);
specPad->SetRightMargin(0.09);
specPad->SetTopMargin(0.08);
specPad->SetTickx(1);
specPad->SetTicky(1);
specPad->Draw();
specPad->cd();
gStyle->SetTitleFont(font);
gStyle->SetLabelFont(font);
gStyle->SetLegendFont(font);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetTitleXOffset(1.);
gStyle->SetTitleYOffset(1.3);
gPad->SetTicks(1, 1);
// make a histogram stack with the bg
THStack *bgStack = new THStack("bgStack" + histoSign[k] + nameSuffix[j], "Invariant Mass" + titleSuffix[j]);
bgStack->Add(emuMass_qcd.back());
bgStack->Add(emuMass_wjets.back());
// plot spectrum
emuMass_wjets.back()->SetFillColor(wjetColour);
emuMass_wjets.back()->SetMarkerColor(wjetColour);
emuMass_wjets.back()->SetLineColor(kBlack);
emuMass_wjets.back()->SetLineWidth(2);
//emuMass_wjets.back()->Draw("HISTsames");
emuMass_qcd.back()->SetFillColor(jetBkgColour);
emuMass_qcd.back()->SetMarkerColor(jetBkgColour);
emuMass_qcd.back()->SetLineColor(kBlack);
emuMass_qcd.back()->SetLineWidth(2);
//emuMass_qcd.back()->Draw("HISTsames");
bgStack->Draw("hist");
emuMass_qcdFromFake.back()->SetLineColor(kRed);
emuMass_qcdFromFake.back()->SetLineWidth(2);
emuMass_qcdFromFake.back()->Draw("esame");
if (plotPullBelowSpec && j == 0) {
bgStack->GetXaxis()->SetTitle("");
} else {
bgStack->GetXaxis()->SetTitle(xAxisTitle[k] + " [GeV]");
}
bgStack->GetXaxis()->SetTitleFont(font);
bgStack->GetXaxis()->SetTitleSize(0.047);
bgStack->GetXaxis()->SetTitleOffset(0.9);
bgStack->GetXaxis()->SetLabelFont(font);
bgStack->GetXaxis()->SetLabelSize(0.05);
bgStack->GetXaxis()->SetMoreLogLabels();
bgStack->GetXaxis()->SetNoExponent();
//bgStack->GetXaxis()->SetRangeUser(xRangeMin, xRangeMax);
bgStack->GetXaxis()->SetLimits(xRangeMin, xRangeMax);
if (j == 1) bgStack->GetYaxis()->SetTitle("Events #geq " + xAxisTitle[k]);
else bgStack->GetYaxis()->SetTitle("Events / GeV");
bgStack->GetYaxis()->SetTitleFont(font);
bgStack->GetYaxis()->SetTitleSize(0.047);
bgStack->GetYaxis()->SetTitleOffset(1.1);
bgStack->GetYaxis()->SetLabelFont(font);
bgStack->GetYaxis()->SetLabelSize(0.05);
bgStack->SetMinimum(yRangeMin[k + j * 3]);
bgStack->SetMaximum(yRangeMax[k + j * 3]);
// redraw axis
emuMass_qcd.back()->Draw("sameaxis");
// legend and labels
TLegend legend(0.710, 0.646, 0.901, 0.885);
legend.SetTextFont(font);
legend.SetTextSize(0.03);
legend.SetBorderSize(0);
legend.SetLineColor(1);
legend.SetLineStyle(1);
legend.SetLineWidth(1);
legend.SetFillColor(19);
legend.SetFillStyle(0);
legend.AddEntry(emuMass_wjets.back(), "W+jets (MC)" ,"F");
legend.AddEntry(emuMass_qcd.back(), "jets (SS data)" ,"F");
legend.AddEntry(emuMass_qcdFromFake.back(), "jets (Fake Rate)" ,"le");
legend.DrawClone("sames");
TLatex *tex = new TLatex();
tex->SetNDC();
tex->SetTextFont(font);
tex->SetLineWidth(2);
tex->SetTextSize(0.042);
if (prelim) tex->DrawLatex(0.325, 0.853, "CMS Preliminary, 8 TeV, 19.6 fb^{-1}");
else tex->DrawLatex(0.405, 0.853, "CMS, 8 TeV, 19.6 fb^{-1}");
if (eRegion == 0) tex->DrawLatex(0.325, 0.775, "e in barrel");
if (eRegion == 1) tex->DrawLatex(0.325, 0.775, "e in endcap");
// safe in various file formats
stringstream sStream;
if (!plotPullBelowSpec || j > 0) {
sStream << plotDir << "qcdClosureTestSpec";
if (k == 0) sStream << "_";
sStream << histoSign[k];
if (eRegion == 0) sStream << "EB_";
if (eRegion == 1) sStream << "EE_";
sStream << fileNameExtra << nameSuffix[j];
if (j > 0) sStream << "_";
if (groupedPlot) sStream << "grouped_";
if (!logPlotY) sStream << "lin_";
sStream << lumi->GetVal() << "pb-1";
TString saveFileName = sStream.str();
if ((j == 0 && saveSpec) || (j > 0 && saveCumSpec)) {
if (saveAsPdf) emuPlot->Print(saveFileName + ".pdf", "pdf");
if (saveAsPng) emuPlot->Print(saveFileName + ".png", "png");
if (saveAsRoot) emuPlot->Print(saveFileName + ".root", "root");
}
}
} // end loop over normal or cumulated
} // end loop over full, SS and OS
// generate one object containing everything
vector<vector<TH1F *> > emuMasses;
emuMasses.push_back(emuMass_wjets);
emuMasses.push_back(emuMass_qcd);
// // define groups of MC samples
// vector<bool> ttLikeSamples(6, true);
// vector<bool> contamSamples(6, false);
// contamSamples.push_back(true); // Zmm
// contamSamples.push_back(true); // Zee
// contamSamples.push_back(true); // WJets or QCD
// vector<bool> contamSamplesNoQcd(contamSamples);
// vector<bool> allSamples(9, true);
// vector<bool> onlyQCD(emuMasses.size() - 1, false);
// if (qcdEst > 0) {
// onlyQCD.back() = true;
// if (qcdEst != 2) {
// allSamples.push_back(true);
// contamSamples.push_back(true);
// contamSamplesNoQcd.push_back(false);
// systErrMC.push_back(0.); // QCD error will be calculated later
// } else {
// contamSamplesNoQcd.back() = false;
// }
// }
// vector<bool> allSamplesNoQcd(allSamples);
// if (qcdEst > 0) allSamplesNoQcd.back() = false;
// unsigned int qcdInd = onlyQCD.size();
// unsigned int qcdErrInd = qcdInd - 1;
//
// // calculate rate of syst errors
// float systErrLuEff = sqrt(systErrLumi*systErrLumi + systErrEff*systErrEff);
// vector<float> systErrMCLuEff;
// for (unsigned int it = 0; it < systErrMC.size(); ++it)
// systErrMCLuEff.push_back(sqrt(systErrMC[it]*systErrMC[it] + systErrLuEff*systErrLuEff));
//
// bool calcQcdErr = false;
// if (qcdEst == 1) calcQcdErr = true;
//
// //cout << "qcdInd " << qcdInd << ", emuMasses.size() " << emuMasses.size() << ", systErrMC.size() " << systErrMC.size()
// // << ", systErrMCLuEff.size() " << systErrMCLuEff.size() << ", allSamples.size() " << allSamples.size()
// // << ", allSamplesNoQcd.size() " << allSamplesNoQcd.size() << ", contamSamplesNoQcd.size() " << contamSamplesNoQcd.size()
// // << ", contamSamples.size() " << contamSamples.size() << ", onlyQCD.size() " << onlyQCD.size() << endl;
// //for (unsigned int sIt = 0; sIt < emuMasses.size() - 1; ++sIt) {
// // cout << "allSamples " << allSamples[sIt] << ", allSamplesNoQcd " << allSamplesNoQcd[sIt]
// // << ", contamSamples " << contamSamples[sIt] << ", contamSamplesNoQcd " << contamSamplesNoQcd[sIt]
// // << ", onlyQCD " << onlyQCD[sIt] << ", systErrMC " << systErrMC[sIt] << ", systErrMCLuEff " << systErrMCLuEff[sIt] << endl;
// //}
//
// // define special bins corresponding to specific masses
// int bin60 = emuMass_data.at(ALL)->FindBin(60.);
// int bin120 = emuMass_data.at(ALL)->FindBin(120.);
// int bin200 = emuMass_data.at(ALL)->FindBin(200.);
// int bin400 = emuMass_data.at(ALL)->FindBin(400.);
// int bin500 = emuMass_data.at(ALL)->FindBin(500.);
//
// vector<const char *> sampleNames;
// sampleNames.push_back("data ");
// sampleNames.push_back("ttbar ");
// sampleNames.push_back("Ztautau");
// sampleNames.push_back("WW ");
// sampleNames.push_back("WZ ");
// sampleNames.push_back("ZZ ");
// sampleNames.push_back("tW ");
// sampleNames.push_back("Zmumu ");
// sampleNames.push_back("Zee ");
// if (qcdEst != 2) sampleNames.push_back("WJets ");
// if (qcdEst > 0) sampleNames.push_back("QCD ");
//
// // write numbers
// cout << endl;
// cout << "-----------------------------------------------------------------------------------------------------------" << endl;
// cout << "HEEP - TIGHT MU Lumi = " << lumi->GetVal() << "pb-1" << endl;
// //cout << " e pT EB > " << bar_et << "GeV/c" << endl;
// //cout << " e pT EE > " << end_et << "GeV/c" << endl;
// //cout << " mu pT > " << muon_et << "GeV/c" << endl;
// //cout << " mu |eta| < " << muon_etaMax << endl;
// cout << endl;
// cout << "Systematic errors" << endl;
// cout << " Luminosity: " << systErrLumi * 100 << "%" << endl;
// cout << " Efficiency: " << systErrEff * 100 << "%" << endl;
// cout << " ttbar: " << systErrMC[TTBAR-1] * 100 << "%" << endl;
// cout << " Z->tautau: " << systErrMC[ZTT-1] * 100 << "%" << endl;
// cout << " WW: " << systErrMC[WW-1] * 100 << "%" << endl;
// cout << " WZ: " << systErrMC[WZ-1] * 100 << "%" << endl;
// cout << " ZZ: " << systErrMC[ZZ-1] * 100 << "%" << endl;
// cout << " tW, tbarW: " << systErrMC[TW-1] * 100 << "%" << endl;
// cout << " Z->mumu: " << systErrMC[ZMM-1] * 100 << "%" << endl;
// cout << " Z->ee: " << systErrMC[ZEE-1] * 100 << "%" << endl;
// if (qcdEst != 2) cout << " W+Jets: " << systErrMC[WJET-1] * 100 << "%" << endl;
// else cout << " QCD: " << systErrMC.back() * 100 << "%" << endl;
// cout << "-----------------------------------------------------------------------------------------------------------" << endl;
// for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
// if (signIt == 3) cout << "-SS--------------------------------------------------------------------------------------------------------" << endl;
// if (signIt == 5) cout << "-OS--------------------------------------------------------------------------------------------------------" << endl;
// cout << "-----------------------------------------------------------------------------------------------------------------------------------------" << endl;
// cout << "M_emu | > 60GeV/c^2 | > 120GeV/c^2 | > 200GeV/c^2 | > 400GeV/c^2 |" << endl;
// cout << "-----------------------------------------------------------------------------------------------------------------------------------------" << endl;
//
// printf("nb data | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) |\n",
// emuMass_data.at(signIt)->GetBinContent(bin60), sqrt(emuMass_data.at(signIt)->GetBinContent(bin60)),
// emuMass_data.at(signIt)->GetBinContent(bin120), sqrt(emuMass_data.at(signIt)->GetBinContent(bin120)),
// emuMass_data.at(signIt)->GetBinContent(bin200), sqrt(emuMass_data.at(signIt)->GetBinContent(bin200)),
// emuMass_data.at(signIt)->GetBinContent(bin400), sqrt(emuMass_data.at(signIt)->GetBinContent(bin400)));
// cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
// for (unsigned int sampleIt = 1; sampleIt < sampleNames.size(); ++sampleIt) {
// if (sampleIt == 7) cout << "- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -" << endl;
// if (qcdEst == 1 && sampleIt == sampleNames.size() - 1) {
// printf("nb %7s | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n", sampleNames[sampleIt],
// emuMass_qcd.at(signIt)->GetBinContent(bin60), emuMass_qcd.at(signIt)->GetBinContent(bin60) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin60),
// emuMass_qcd.at(signIt)->GetBinContent(bin120), emuMass_qcd.at(signIt)->GetBinContent(bin120) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin120),
// emuMass_qcd.at(signIt)->GetBinContent(bin200), emuMass_qcd.at(signIt)->GetBinContent(bin200) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin200),
// emuMass_qcd.at(signIt)->GetBinContent(bin400), emuMass_qcd.at(signIt)->GetBinContent(bin400) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin400));
// } else {
// printf("nb %7s | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n", sampleNames[sampleIt],
// emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin60), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin60) * systErrMCLuEff[sampleIt-1],
// emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin120), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin120) * systErrMCLuEff[sampleIt-1],
// emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin200), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin200) * systErrMCLuEff[sampleIt-1],
// emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin400), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin400) * systErrMCLuEff[sampleIt-1]);
// }
// }
// cout << endl;
// cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
// printf("TOT ttlike | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, ttLikeSamples, signIt, bin60), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin60),
// CalcBgSum(emuMasses, ttLikeSamples, signIt, bin120), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin120),
// CalcBgSum(emuMasses, ttLikeSamples, signIt, bin200), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin200),
// CalcBgSum(emuMasses, ttLikeSamples, signIt, bin400), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin400));
// printf("TOT contam | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, contamSamples, signIt, bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin60, -1, calcQcdErr),
// CalcBgSum(emuMasses, contamSamples, signIt, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin120, -1, calcQcdErr),
// CalcBgSum(emuMasses, contamSamples, signIt, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin200, -1, calcQcdErr),
// CalcBgSum(emuMasses, contamSamples, signIt, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin400, -1, calcQcdErr));
// cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
//
// printf("TOT Bkg | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, allSamples, signIt, bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin60, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin120, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin200, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin400, -1, calcQcdErr));
// cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
// cout << endl << endl;
// }
// cout << endl;
//
// cout << "--Without adding QCD contribution:--------------------------------------------------------------------------------------------------------" << endl;
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// cout << "M_emu | > 60GeV/c^2 | > 120GeV/c^2 | > 200GeV/c^2 | > 400GeV/c^2 |" << endl;
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
// if (signIt == 3) cout << "-SS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
// if (signIt == 5) cout << "-OS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
// printf("nb data | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) |\n",
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin60), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin60)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin120), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin120)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin200), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin200)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin400), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin400)));
// printf("nb MC | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin60), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin60),
// CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin120), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin120),
// CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin200), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin200),
// CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin400), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin400));
// }
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
//
// if (qcdEst == 1) {
// //systErrMC.back() = 2 * sqrt(emuMasses.at(DATA).at(SS)->Integral() + pow(CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, SS, 1), 2)) / emuMasses.at(qcdInd).at(ALL)->Integral();
// //systErrMC.back() = CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, SSCUM, 1) / emuMass_qcd.at(SSCUM)->GetBinContent(1);
// //systErrMCLuEff.back() = systErrMC[qcdErrInd];
//
// cout << endl;
// cout << "---QCD events from SS spectrum:----------------------------------------------------------------------------------------------------------------------------------" << endl;
// cout << "-----------------------------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// printf("nb QCD SS+OS | %9.3f +- %8.3f (%.1f%%) (syst) | %9.3f +- %8.3f (%.1f%%) (syst) | %9.3f +- %8.3f (%.1f%%) (syst) | %9.3f +- %8.3f (%.1f%%) (syst) |\n",
// emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin60, -1, calcQcdErr),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin60, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin60),
// emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin120, -1, calcQcdErr),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin120, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin120),
// emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin200, -1, calcQcdErr),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin200, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin200),
// emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin400, -1, calcQcdErr),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin400, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin400));
// printf("%% of total MC | %7.3f%% +- %7.3f%% (syst) | %7.3f%% +- %7.3f%% (syst) | %7.3f%% +- %7.3f%% (syst) | %7.3f%% +- %7.3f%% (syst) |\n",
// 100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin60) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin60),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin60, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin60),
// 100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin120) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin120),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin120, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin120),
// 100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin200) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin200),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin200, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin200),
// 100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin400) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin400),
// 100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin400, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin400));
// cout << "-----------------------------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// }
//
// // top up bg contribution with qcd
// if (qcdEst > 0) {
// cout << endl;
// cout << "--After adding QCD contribution:----------------------------------------------------------------------------------------------------------" << endl;
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// cout << "M_emu | > 60GeV/c^2 | > 120GeV/c^2 | > 200GeV/c^2 | > 400GeV/c^2 |" << endl;
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
// if (signIt == 3) cout << "-SS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
// if (signIt == 5) cout << "-OS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
// printf("nb data | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) |\n",
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin60), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin60)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin120), sqrt((emuMasses.at(DATA).at(signIt))->GetBinContent(bin120)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin200), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin200)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin400), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin400)));
// printf("nb MC | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, allSamples, signIt, bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin60, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin120, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin200, -1, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin400, -1, calcQcdErr));
// }
// cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
// }
//
// cout << endl;
// cout << "-----------------------------------------------------------------------------------------------------------" << endl;
// cout << "M_emu | 60 - 120GeV/c^2 | 120 - 200GeV/c^2 | 200 - 400GeV/c^2 |" << endl;
// cout << "-----------------------------------------------------------------------------------------------------------" << endl;
// for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
// printf("nb data | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) | %5.0f +- %-.3f (stat) |\n",
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin60) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin120),
// sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin60) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin120)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin120) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin200),
// sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin120) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin200)),
// emuMasses.at(DATA).at(signIt)->GetBinContent(bin200) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin400),
// sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin200) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin400)));
// printf("nb MC | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
// CalcBgSum(emuMasses, allSamples, signIt, bin60, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin60, bin120, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin120, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin120, bin200, calcQcdErr),
// CalcBgSum(emuMasses, allSamples, signIt, bin200, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin200, bin400, calcQcdErr));
// cout << "-----------------------------------------------------------------------------------------------------------" << endl;
// }
}
void makePlot(double canvasSizeX, double canvasSizeY,
TH1* histogramTTH,
TH1* histogramData,
TH1* histogramTT,
TH1* histogramTTV,
TH1* histogramEWK,
TH1* histogramRares,
TH1* histogramBgrSum,
TH1* histogramBgrUncertainty,
const std::string& xAxisTitle, double xAxisOffset,
bool useLogScale, double yMin, double yMax, const std::string& yAxisTitle, double yAxisOffset,
const std::string& outputFileName)
{
TH1* histogramTTH_density = 0;
if ( histogramTTH ) {
if ( histogramData ) checkCompatibleBinning(histogramTTH, histogramData);
histogramTTH_density = divideHistogramByBinWidth(histogramTTH);
}
TH1* histogramData_density = 0;
if ( histogramData ) {
histogramData_density = divideHistogramByBinWidth(histogramData);
}
TH1* histogramTT_density = 0;
if ( histogramTT ) {
if ( histogramData ) checkCompatibleBinning(histogramTT, histogramData);
histogramTT_density = divideHistogramByBinWidth(histogramTT);
}
TH1* histogramTTV_density = 0;
if ( histogramTTV ) {
if ( histogramData ) checkCompatibleBinning(histogramTTV, histogramData);
histogramTTV_density = divideHistogramByBinWidth(histogramTTV);
}
TH1* histogramEWK_density = 0;
if ( histogramEWK ) {
if ( histogramData ) checkCompatibleBinning(histogramEWK, histogramData);
histogramEWK_density = divideHistogramByBinWidth(histogramEWK);
}
TH1* histogramRares_density = 0;
if ( histogramRares ) {
if ( histogramData ) checkCompatibleBinning(histogramRares, histogramData);
histogramRares_density = divideHistogramByBinWidth(histogramRares);
}
TH1* histogramBgrSum_density = 0;
if ( histogramBgrSum ) {
if ( histogramData ) checkCompatibleBinning(histogramBgrSum, histogramData);
histogramBgrSum_density = divideHistogramByBinWidth(histogramBgrSum);
}
TH1* histogramBgrUncertainty_density = 0;
if ( histogramBgrUncertainty ) {
if ( histogramData ) checkCompatibleBinning(histogramBgrUncertainty, histogramData);
histogramBgrUncertainty_density = divideHistogramByBinWidth(histogramBgrUncertainty);
}
TCanvas* canvas = new TCanvas("canvas", "", canvasSizeX, canvasSizeY);
canvas->SetFillColor(10);
canvas->SetFillStyle(4000);
canvas->SetFillColor(10);
canvas->SetTicky();
canvas->SetBorderSize(2);
canvas->SetLeftMargin(0.12);
canvas->SetBottomMargin(0.12);
TPad* topPad = new TPad("topPad", "topPad", 0.00, 0.35, 1.00, 1.00);
topPad->SetFillColor(10);
topPad->SetTopMargin(0.065);
topPad->SetLeftMargin(0.15);
topPad->SetBottomMargin(0.03);
topPad->SetRightMargin(0.05);
topPad->SetLogy(useLogScale);
TPad* bottomPad = new TPad("bottomPad", "bottomPad", 0.00, 0.00, 1.00, 0.35);
bottomPad->SetFillColor(10);
bottomPad->SetTopMargin(0.02);
bottomPad->SetLeftMargin(0.15);
bottomPad->SetBottomMargin(0.31);
bottomPad->SetRightMargin(0.05);
bottomPad->SetLogy(false);
canvas->cd();
topPad->Draw();
topPad->cd();
TAxis* xAxis_top = histogramData_density->GetXaxis();
xAxis_top->SetTitle(xAxisTitle.data());
xAxis_top->SetTitleOffset(xAxisOffset);
xAxis_top->SetLabelColor(10);
xAxis_top->SetTitleColor(10);
TAxis* yAxis_top = histogramData_density->GetYaxis();
yAxis_top->SetTitle(yAxisTitle.data());
yAxis_top->SetTitleOffset(yAxisOffset);
yAxis_top->SetTitleSize(0.085);
yAxis_top->SetLabelSize(0.05);
yAxis_top->SetTickLength(0.04);
TLegend* legend = new TLegend(0.66, 0.45, 0.94, 0.92, NULL, "brNDC");
legend->SetFillStyle(0);
legend->SetBorderSize(0);
legend->SetFillColor(10);
legend->SetTextSize(0.055);
histogramData_density->SetTitle("");
histogramData_density->SetStats(false);
histogramData_density->SetMaximum(yMax);
histogramData_density->SetMinimum(yMin);
histogramData_density->SetMarkerStyle(20);
histogramData_density->SetMarkerSize(2);
histogramData_density->SetMarkerColor(kBlack);
histogramData_density->SetLineColor(kBlack);
legend->AddEntry(histogramData_density, "Observed", "p");
histogramData_density->Draw("ep");
legend->AddEntry(histogramTTH_density, "t#bar{t}H", "l");
histogramTT_density->SetTitle("");
histogramTT_density->SetStats(false);
histogramTT_density->SetMaximum(yMax);
histogramTT_density->SetMinimum(yMin);
histogramTT_density->SetFillColor(kMagenta - 10);
legend->AddEntry(histogramTT_density, "t#bar{t}+jets", "f");
histogramTTV_density->SetFillColor(kOrange - 4);
legend->AddEntry(histogramTTV_density, "t#bar{t}+V", "f");
histogramEWK_density->SetFillColor(kRed + 2);
legend->AddEntry(histogramEWK_density, "EWK", "f");
histogramRares_density->SetFillColor(kBlue - 8);
legend->AddEntry(histogramRares_density, "Rares", "f");
THStack* histogramStack_density = new THStack("stack", "");
histogramStack_density->Add(histogramRares_density);
histogramStack_density->Add(histogramEWK_density);
histogramStack_density->Add(histogramTTV_density);
histogramStack_density->Add(histogramTT_density);
histogramStack_density->Draw("histsame");
histogramBgrUncertainty_density->SetFillColor(kBlack);
histogramBgrUncertainty_density->SetFillStyle(3344);
histogramBgrUncertainty_density->Draw("e2same");
legend->AddEntry(histogramBgrUncertainty_density, "Uncertainty", "f");
histogramTTH_density->SetLineWidth(2);
histogramTTH_density->SetLineStyle(1);
histogramTTH_density->SetLineColor(kBlue);
histogramTTH_density->Draw("histsame");
histogramData_density->Draw("epsame");
histogramData_density->Draw("axissame");
legend->Draw();
addLabel_CMS_luminosity(0.2050, 0.9225, 0.6850);
canvas->cd();
bottomPad->Draw();
bottomPad->cd();
TH1* histogramRatio = (TH1*)histogramData->Clone("histogramRatio");
histogramRatio->Reset();
if ( !histogramRatio->GetSumw2N() ) histogramRatio->Sumw2();
checkCompatibleBinning(histogramRatio, histogramBgrSum);
histogramRatio->Divide(histogramData, histogramBgrSum);
int numBins_bottom = histogramRatio->GetNbinsX();
for ( int iBin = 1; iBin <= numBins_bottom; ++iBin ) {
double binContent = histogramRatio->GetBinContent(iBin);
if ( histogramData && histogramData->GetBinContent(iBin) >= 0. ) histogramRatio->SetBinContent(iBin, binContent - 1.0);
else histogramRatio->SetBinContent(iBin, -10.);
}
histogramRatio->SetTitle("");
histogramRatio->SetStats(false);
histogramRatio->SetMinimum(-0.50);
histogramRatio->SetMaximum(+0.50);
histogramRatio->SetMarkerStyle(histogramData_density->GetMarkerStyle());
histogramRatio->SetMarkerSize(histogramData_density->GetMarkerSize());
histogramRatio->SetMarkerColor(histogramData_density->GetMarkerColor());
histogramRatio->SetLineColor(histogramData_density->GetLineColor());
histogramRatio->Draw("ep");
TAxis* xAxis_bottom = histogramRatio->GetXaxis();
xAxis_bottom->SetTitle(xAxis_top->GetTitle());
xAxis_bottom->SetLabelColor(1);
xAxis_bottom->SetTitleColor(1);
xAxis_bottom->SetTitleOffset(1.20);
xAxis_bottom->SetTitleSize(0.13);
xAxis_bottom->SetLabelOffset(0.02);
xAxis_bottom->SetLabelSize(0.10);
xAxis_bottom->SetTickLength(0.055);
TAxis* yAxis_bottom = histogramRatio->GetYaxis();
yAxis_bottom->SetTitle("#frac{Data - Simulation}{Simulation}");
yAxis_bottom->SetTitleOffset(0.80);
yAxis_bottom->SetNdivisions(505);
yAxis_bottom->CenterTitle();
yAxis_bottom->SetTitleSize(0.09);
yAxis_bottom->SetLabelSize(0.10);
yAxis_bottom->SetTickLength(0.04);
TH1* histogramRatioUncertainty = (TH1*)histogramBgrUncertainty->Clone("histogramRatioUncertainty");
if ( !histogramRatioUncertainty->GetSumw2N() ) histogramRatioUncertainty->Sumw2();
checkCompatibleBinning(histogramRatioUncertainty, histogramBgrUncertainty);
histogramRatioUncertainty->Divide(histogramBgrSum);
int numBins = histogramRatioUncertainty->GetNbinsX();
for ( int iBin = 1; iBin <= numBins; ++iBin ) {
double binContent = histogramRatioUncertainty->GetBinContent(iBin);
histogramRatioUncertainty->SetBinContent(iBin, binContent - 1.0);
}
histogramRatioUncertainty->SetFillColor(histogramBgrUncertainty_density->GetFillColor());
//histogramRatioUncertainty->SetFillStyle(histogramBgrUncertainty_density->GetFillStyle());
histogramRatioUncertainty->SetFillStyle(3644);
TF1* line = new TF1("line","0", xAxis_bottom->GetXmin(), xAxis_bottom->GetXmax());
line->SetLineStyle(3);
line->SetLineWidth(1);
line->SetLineColor(kBlack);
line->Draw("same");
histogramRatioUncertainty->Draw("e2same");
histogramRatio->Draw("epsame");
canvas->Update();
size_t idx = outputFileName.find(".");
std::string outputFileName_plot(outputFileName, 0, idx);
if ( useLogScale ) outputFileName_plot.append("_log");
else outputFileName_plot.append("_linear");
if ( idx != std::string::npos ) canvas->Print(std::string(outputFileName_plot).append(std::string(outputFileName, idx)).data());
canvas->Print(std::string(outputFileName_plot).append(".png").data());
canvas->Print(std::string(outputFileName_plot).append(".pdf").data());
canvas->Print(std::string(outputFileName_plot).append(".root").data());
delete histogramTTH_density;
delete histogramData_density;
delete histogramTT_density;
delete histogramTTV_density;
delete histogramEWK_density;
delete histogramRares_density;
delete histogramBgrSum_density;
//delete histogramBgrUncertainty_density;
delete histogramStack_density;
delete legend;
delete topPad;
delete histogramRatio;
delete histogramRatioUncertainty;
delete line;
delete bottomPad;
delete canvas;
}
// ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ----
int main (int argc, char ** argv) {
// check number of inpt parameters
if(argc < 2){
cerr<<"Forgot to parse the cfg file --> exit "<<endl;
return -1;
}
// Set Root style from global enviroment path
string ROOTStyle;
if(getenv ("ROOTStyle")!=NULL){
ROOTStyle = getenv ("ROOTStyle");
gROOT->ProcessLine((".x "+ROOTStyle+"/setTDRStyle.C").c_str());
}
gStyle->SetOptStat(0);
gStyle->SetPadTopMargin(0.09);
gStyle->SetPadLeftMargin(0.13);
gStyle->SetErrorX(0.5);
// parse config file parameter
if (gConfigParser) return 1 ;
gConfigParser = new ConfigParser();
TString config ;
config.Form("%s",argv[1]);
if(!(gConfigParser->init(config))){
cout << ">>> parseConfigFile::Could not open configuration file " << config << endl;
return -1;
}
// import base directory where samples are located and txt file with the directory name + other info
string InputBaseDirectory = gConfigParser -> readStringOption("Input::InputBaseDirectory");
// import from cfg file the cross section value for this sample
float CrossSection = gConfigParser -> readFloatOption("Input::CrossSection");
// total number of events
int maxEventNumber = gConfigParser -> readFloatOption("Input::EventsNumber");
// treeName
string treeName = gConfigParser -> readStringOption("Input::TreeName");
// take the cut list
string InputCutList = gConfigParser -> readStringOption("Input::InputCutList");
// Read the cut file
vector <cutContainer> CutList;
if(ReadInputCutFile(InputCutList,CutList) <= 0){
cerr<<" Empty Cut List File or not Exisisting --> Exit "<<endl; return -1;}
// take the variable list to be plotted
string InputVariableList = gConfigParser -> readStringOption("Input::InputVariableList");
vector<variableContainer> variableList;
if(ReadInputVariableFile(InputVariableList,variableList) <= 0 ){
cerr<<" Empty Variable List File or not Exisisting --> Exit "<<endl; return -1;}
// take lumi and other parameters
float lumi = gConfigParser -> readFloatOption("Option::Lumi"); // fb^(-1)
lumi *= 1000. ; // transform into pb^(-1)
finalStateString = gConfigParser -> readStringOption("Option::finalStateString");
matchingCone = gConfigParser -> readFloatOption("Option::matchingCone");
minLeptonCleaningPt = gConfigParser -> readFloatOption("Option::minLeptonCleaningPt");
minLeptonCutPt = gConfigParser -> readFloatOption("Option::minLeptonCutPt");
minJetCutPt = gConfigParser -> readFloatOption("Option::minJetCutPt");
usePuppiAsDefault = gConfigParser -> readBoolOption("Option::usePuppiAsDefault");
leptonIsoCut_mu = gConfigParser -> readFloatOption("Option::leptonIsoCutMu");
leptonIsoCut_el = gConfigParser -> readFloatOption("Option::leptonIsoCutEl");
leptonIsoCutLoose = gConfigParser -> readFloatOption("Option::leptonIsoCutLoose");
// output directory
string outputPlotDirectory = gConfigParser -> readStringOption("Output::outputPlotDirectory");
system(("mkdir -p output/"+outputPlotDirectory).c_str());
system(("rm -r output/"+outputPlotDirectory+"/*").c_str());
system(("mkdir -p output/"+outputPlotDirectory+"/xs").c_str());
system(("mkdir -p output/"+outputPlotDirectory+"/norm").c_str());
///// Start the analysis
map<string,TH1F*> histoCutEff ;
TChain* chain = new TChain (treeName.c_str()) ;
chain->Add ((InputBaseDirectory+"/*.root").c_str()) ;
int totEvent = chain->GetEntries();
readTree* reader = new readTree((TTree*)(chain));
cout<<"Lumi (fb-1) "<<lumi/1000<<" entries before "<<totEvent<<" cross section "<<CrossSection<<" Nevents before selections "<<lumi*CrossSection<<" weight "<<lumi*CrossSection/float(totEvent)<<endl;
float weight = 1.0*lumi*CrossSection/float(totEvent) ;
// make the plot container
vector<histoContainer> plotVector;
for(size_t iCut = 0; iCut < CutList.size(); iCut++){
histoCutEff["WW_EWK_pos_"+to_string(iCut)+"_"+CutList.at(iCut).cutLayerName] = new TH1F(("WW_EWK_pos_"+to_string(iCut)+"_"+CutList.at(iCut).cutLayerName).c_str(),"",15,0,15);
for(size_t iVar = 0; iVar < variableList.size(); iVar++){
plotVector.push_back(histoContainer(CutList.at(iCut).cutLayerName,variableList.at(iVar)));
}
}
int passingLHEFilter = 0 ;
int maximumEvents = chain->GetEntries () ;
if (maxEventNumber > 0 && maxEventNumber < maximumEvents)
maximumEvents = maxEventNumber ;
// Loop on the events
for(int iEvent = 0; iEvent < maximumEvents ; iEvent++){
reader->fChain->GetEntry(iEvent) ;
if (iEvent % 100000 == 0) cout << "reading event " << iEvent << "\n" ;
// filter LHE level leptons
if(TString(finalStateString).Contains("UU")){
if(fabs(reader->leptonLHEpid1) != 13 or fabs(reader->leptonLHEpid2) != 13)
continue;
}
else if(TString(finalStateString).Contains("EE")){
if(fabs(reader->leptonLHEpid1) != 11 or fabs(reader->leptonLHEpid2) != 11) continue;
}
else if(TString(finalStateString).Contains("EU")){
if(fabs(reader->leptonLHEpid1) != 11 or fabs(reader->leptonLHEpid2) !=13) continue ;
}
else if(TString(finalStateString).Contains("UE")){
if(fabs(reader->leptonLHEpid1) != 13 or fabs(reader->leptonLHEpid2) !=11) continue ;
}
else{
cerr<<"problem with lhe level filter definition --> skip event"<<endl;
continue;
}
passingLHEFilter++;
// if an event pass the cut, fill the associated map
leptonContainer lepton1,lepton2,parton1,parton2,neutrino1,neutrino2,vboson1,vboson2;
lepton1.lepton4V_.SetPtEtaPhiM(reader->leptonLHEpt1,reader->leptonLHEeta1,reader->leptonLHEphi1,reader->leptonLHEm1);
lepton1.charge_ = reader->leptonLHEch1;
lepton1.flavour_ = reader->leptonLHEpid1;
lepton2.lepton4V_.SetPtEtaPhiM(reader->leptonLHEpt2,reader->leptonLHEeta2,reader->leptonLHEphi2,reader->leptonLHEm2);
lepton2.charge_ = reader->leptonLHEch2;
lepton2.flavour_ = reader->leptonLHEpid2;
parton1.lepton4V_.SetPtEtaPhiM(reader->jetLHEPartonpt1,reader->jetLHEPartoneta1,reader->jetLHEPartonphi1,0.);
parton2.lepton4V_.SetPtEtaPhiM(reader->jetLHEPartonpt2,reader->jetLHEPartoneta2,reader->jetLHEPartonphi2,0.);
neutrino1.lepton4V_.SetPtEtaPhiM(reader->neutrinoLHEpt1,reader->neutrinoLHEeta1,reader->neutrinoLHEphi1,0.);
neutrino1.charge_ = 0.;
neutrino1.flavour_ = reader->neutrinoLHEpid1;
neutrino2.lepton4V_.SetPtEtaPhiM(reader->neutrinoLHEpt2,reader->neutrinoLHEeta2,reader->neutrinoLHEphi2,0.);
neutrino2.charge_ = 0.;
neutrino2.flavour_ = reader->neutrinoLHEpid2;
vboson1.lepton4V_.SetPtEtaPhiM(reader->vbosonLHEpt1,reader->vbosonLHEeta1,reader->vbosonLHEphi1,reader->vbosonLHEm1);
vboson1.charge_ = reader->vbosonLHEch1;
vboson1.flavour_ = reader->vbosonLHEpid1;
vboson2.lepton4V_.SetPtEtaPhiM(reader->vbosonLHEpt2,reader->vbosonLHEeta2,reader->vbosonLHEphi2,reader->vbosonLHEm2);
vboson2.charge_ = reader->vbosonLHEch2;
vboson2.flavour_ = reader->vbosonLHEpid2;
float minDR_1 = 999;
float minDR_2 = 999;
vector<leptonContainer> lepton, neutrino;
lepton.push_back(lepton1);
lepton.push_back(lepton2);
neutrino.push_back(neutrino1);
neutrino.push_back(neutrino2);
leptonContainer leptFromV1, leptFromV2, neuFromV1, neuFromV2;
for(size_t iLep= 0; iLep < lepton.size(); iLep++){
for(size_t iNeu = 0; iNeu < neutrino.size(); iNeu++){
if((lepton.at(iLep).lepton4V_+neutrino.at(iNeu).lepton4V_).DeltaR(vboson1.lepton4V_) < minDR_1 ){
minDR_1 = (lepton.at(iLep).lepton4V_+neutrino.at(iNeu).lepton4V_).DeltaR(vboson1.lepton4V_);
leptFromV1 = lepton.at(iLep);
neuFromV1 = neutrino.at(iNeu);
}
if((lepton.at(iLep).lepton4V_+neutrino.at(iNeu).lepton4V_).DeltaR(vboson2.lepton4V_) < minDR_2){
minDR_2 = (lepton.at(iLep).lepton4V_+neutrino.at(iNeu).lepton4V_).DeltaR(vboson2.lepton4V_);
leptFromV2 = lepton.at(iLep);
neuFromV2 = neutrino.at(iNeu);
}
}
}
if(leptFromV1.lepton4V_ == leptFromV2.lepton4V_ or neuFromV1.lepton4V_ == neuFromV2.lepton4V_){
cerr<<" bad matching with gen W "<<endl;
continue;
}
double costheta1 = 0;
double costheta2 = 0;
double Phi = 0;
double costhetastar = 0;
double Phi1 = 0;
double costheta1_vbf = 0;
double costheta2_vbf = 0;
double Phi_vbf = 0;
double costhetastar_vbf = 0;
double Phi1_vbf = 0;
TLorentzVector VV = vboson1.lepton4V_ + vboson2.lepton4V_;
if(leptFromV1.charge_ > 0 and leptFromV2.charge_ > 0){
computeAnglesResonance(VV,vboson1.lepton4V_,neuFromV1.lepton4V_,leptFromV1.lepton4V_,vboson2.lepton4V_,neuFromV2.lepton4V_,leptFromV2.lepton4V_,
costheta1,costheta2,Phi,costhetastar,Phi1);
computeAnglesVBF(VV,vboson1.lepton4V_,neuFromV1.lepton4V_,leptFromV1.lepton4V_,vboson2.lepton4V_,neuFromV2.lepton4V_,leptFromV2.lepton4V_,parton1.lepton4V_,
parton2.lepton4V_,costheta1_vbf,costheta2_vbf,Phi_vbf,costhetastar_vbf,Phi1_vbf);
}
else if(leptFromV1.charge_ < 0 and leptFromV2.charge_ < 0){
computeAnglesResonance(VV,vboson1.lepton4V_,leptFromV1.lepton4V_,neuFromV1.lepton4V_,vboson2.lepton4V_,leptFromV2.lepton4V_,neuFromV2.lepton4V_,
costheta1,costheta2,Phi,costhetastar,Phi1);
computeAnglesVBF(VV,vboson1.lepton4V_,leptFromV1.lepton4V_,neuFromV1.lepton4V_,vboson2.lepton4V_,leptFromV2.lepton4V_,neuFromV2.lepton4V_,parton1.lepton4V_,
parton2.lepton4V_,costheta1_vbf,costheta2_vbf,Phi_vbf,costhetastar_vbf,Phi1_vbf);
}
else if(leptFromV1.charge_ < 0 and leptFromV2.charge_ > 0){
computeAnglesResonance(VV,vboson1.lepton4V_,leptFromV1.lepton4V_,neuFromV1.lepton4V_,vboson2.lepton4V_,neuFromV2.lepton4V_,leptFromV2.lepton4V_,
costheta1,costheta2,Phi,costhetastar,Phi1);
computeAnglesVBF(VV,vboson1.lepton4V_,leptFromV1.lepton4V_,neuFromV1.lepton4V_,vboson2.lepton4V_,neuFromV2.lepton4V_,leptFromV2.lepton4V_,parton1.lepton4V_,
parton2.lepton4V_,costheta1_vbf,costheta2_vbf,Phi_vbf,costhetastar_vbf,Phi1_vbf);
}
else if(leptFromV1.charge_ > 0 and leptFromV2.charge_ < 0){
computeAnglesResonance(VV,vboson1.lepton4V_,neuFromV1.lepton4V_,leptFromV1.lepton4V_,vboson2.lepton4V_,leptFromV2.lepton4V_,neuFromV2.lepton4V_,
costheta1,costheta2,Phi,costhetastar,Phi1);
computeAnglesVBF(VV,vboson1.lepton4V_,neuFromV1.lepton4V_,leptFromV1.lepton4V_,vboson2.lepton4V_,leptFromV2.lepton4V_,neuFromV2.lepton4V_,parton1.lepton4V_,
parton2.lepton4V_,costheta1_vbf,costheta2_vbf,Phi_vbf,costhetastar_vbf,Phi1_vbf);
}
else{ cerr<<" wrong charge composition "<<endl;
continue;
}
float mTR = 0;
float mR = 0;
TLorentzVector L_met ,L_dijet, L_dilepton, L_LLmet;
L_met = neutrino1.lepton4V_ + neutrino2.lepton4V_;
L_dijet = parton1.lepton4V_ + parton2.lepton4V_;
L_dilepton = lepton1.lepton4V_ + lepton2.lepton4V_;
L_LLmet = L_dilepton + L_met ;
computeRazor(lepton1.lepton4V_,lepton2.lepton4V_,L_met,mTR,mR);
if(lepton1.lepton4V_.Pt() < minLeptonCutPt or lepton2.lepton4V_.Pt() < minLeptonCutPt) continue;
// Loop on the cut list --> one cut for each polarization
for(size_t iCut = 0; iCut < CutList.size(); iCut++){
// cut the events
string name = "WW_EWK";
if(!passCutContainerSelection(reader,
CutList.at(iCut),
name,
int(iCut),
usePuppiAsDefault,
minLeptonCutPt,
minLeptonCleaningPt,
leptonIsoCut_mu,
leptonIsoCut_el,
leptonIsoCutLoose,
matchingCone,
minJetCutPt,
histoCutEff,
finalStateString)) continue;
float asimL = (lepton1.lepton4V_.Pt()-lepton2.lepton4V_.Pt())/(lepton1.lepton4V_.Pt()+lepton2.lepton4V_.Pt()) ;
float asimJ = (parton1.lepton4V_.Pt()-parton2.lepton4V_.Pt())/(parton1.lepton4V_.Pt()+parton2.lepton4V_.Pt()) ;
float Rvar = (lepton1.lepton4V_.Pt()*lepton2.lepton4V_.Pt())/(parton1.lepton4V_.Pt()*parton2.lepton4V_.Pt()) ;
// loop on variables
for(size_t iVar = 0; iVar < variableList.size(); iVar++){
histoContainer tmpPlot;
tmpPlot.cutName = CutList.at(iCut).cutLayerName;
tmpPlot.varName = variableList.at(iVar).variableName;
vector<histoContainer>::iterator itVec ;
itVec = find(plotVector.begin(),plotVector.end(),tmpPlot);
if(itVec == plotVector.end()){
cerr<<"Problem -->plot not found for "<<CutList.at(iCut).cutLayerName<<" "<<variableList.at(iVar).variableName<<endl;
continue ;
}
// vector boson info
if(variableList.at(iVar).variableName == "ptV1"){
itVec->histogram->Fill(vboson1.lepton4V_.Pt(),1.*weight) ;
}
else if(variableList.at(iVar).variableName == "ptV2"){
itVec->histogram->Fill(vboson2.lepton4V_.Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "etaV1"){
itVec->histogram->Fill(vboson1.lepton4V_.Eta(),weight) ;
}
else if(variableList.at(iVar).variableName == "etaV2"){
itVec->histogram->Fill(vboson2.lepton4V_.Eta(),weight) ;
}
else if(variableList.at(iVar).variableName == "ptVV"){
itVec->histogram->Fill(L_dijet.Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "mVV"){
itVec->histogram->Fill(L_dijet.M(),weight) ;
}
// decay information
if(variableList.at(iVar).variableName == "costheta1"){
itVec->histogram->Fill(fabs(costheta1),1.*weight) ;
}
else if(variableList.at(iVar).variableName == "costheta2"){
itVec->histogram->Fill(fabs(costheta2),weight) ;
}
if(variableList.at(iVar).variableName == "costheta1_vbf"){
itVec->histogram->Fill(fabs(costheta1_vbf),1.*weight) ;
}
else if(variableList.at(iVar).variableName == "costheta2_vbf"){
itVec->histogram->Fill(fabs(costheta2_vbf),weight) ;
}
if(variableList.at(iVar).variableName == "Phi"){
itVec->histogram->Fill(fabs(Phi),1.*weight) ;
}
else if(variableList.at(iVar).variableName == "Phi1"){
itVec->histogram->Fill(fabs(Phi1),weight) ;
}
if(variableList.at(iVar).variableName == "Phi_vbf"){
itVec->histogram->Fill(fabs(Phi_vbf),1.*weight) ;
}
else if(variableList.at(iVar).variableName == "Phi1_vbf"){
itVec->histogram->Fill(fabs(Phi1_vbf),weight) ;
}
else if(variableList.at(iVar).variableName == "costhetastar"){
itVec->histogram->Fill(fabs(costhetastar),weight) ;
}
else if(variableList.at(iVar).variableName == "costhetastar_vbf"){
itVec->histogram->Fill(fabs(costhetastar_vbf),weight) ;
}
else if(variableList.at(iVar).variableName == "mTR"){
itVec->histogram->Fill(mTR,weight) ;
}
else if(variableList.at(iVar).variableName == "mR"){
itVec->histogram->Fill(mR,weight) ;
}
// jet info
if(variableList.at(iVar).variableName == "ptj1"){
itVec->histogram->Fill(parton1.lepton4V_.Pt(),1.*weight) ;
}
else if(variableList.at(iVar).variableName == "ptj2"){
itVec->histogram->Fill(parton2.lepton4V_.Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "etaj1"){
itVec->histogram->Fill(parton1.lepton4V_.Eta(),weight) ;
}
else if(variableList.at(iVar).variableName == "etaj2"){
itVec->histogram->Fill(parton2.lepton4V_.Eta(),weight) ;
}
else if(variableList.at(iVar).variableName == "detajj"){
itVec->histogram->Fill(fabs(parton1.lepton4V_.Eta()-parton2.lepton4V_.Eta()),weight) ;
}
else if(variableList.at(iVar).variableName == "ptjj"){
itVec->histogram->Fill(L_dijet.Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "mjj"){
itVec->histogram->Fill(L_dijet.M(),weight) ;
}
else if(variableList.at(iVar).variableName == "Asim_j"){
itVec->histogram->Fill(asimJ,weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_JJ"){
itVec->histogram->Fill(fabs(parton1.lepton4V_.DeltaPhi(parton2.lepton4V_)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptl1"){
itVec->histogram->Fill(lepton1.lepton4V_.Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "ptl2"){
itVec->histogram->Fill(lepton2.lepton4V_.Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "etal1"){
itVec->histogram->Fill(lepton1.lepton4V_.Eta(),weight) ;
}
else if(variableList.at(iVar).variableName == "etal2"){
itVec->histogram->Fill(lepton2.lepton4V_.Eta(),weight) ;
}
else if(variableList.at(iVar).variableName == "mll"){
itVec->histogram->Fill(L_dilepton.M(),weight) ;
}
else if(variableList.at(iVar).variableName == "ptll"){
itVec->histogram->Fill(L_dilepton.Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_LL"){
itVec->histogram->Fill(fabs(lepton1.lepton4V_.DeltaPhi(lepton2.lepton4V_)),weight) ;
}
else if(variableList.at(iVar).variableName == "Asim_l"){
itVec->histogram->Fill(asimL,weight) ;
}
else if(variableList.at(iVar).variableName == "met"){
itVec->histogram->Fill(L_met.Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "R"){
itVec->histogram->Fill(Rvar,weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_LMet"){
itVec->histogram->Fill(fabs(lepton1.lepton4V_.DeltaPhi(L_met)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptLMet"){
itVec->histogram->Fill((lepton1.lepton4V_ + L_met).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_TLMet"){
itVec->histogram->Fill(fabs(lepton1.lepton4V_.DeltaPhi(L_met)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptTLMet"){
itVec->histogram->Fill((lepton2.lepton4V_ + L_met).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_LLMet"){
itVec->histogram->Fill(fabs(L_dilepton.DeltaPhi(L_met)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptLLMet"){
itVec->histogram->Fill((L_dilepton + L_met).Pt(),weight) ;
}
///
else if(variableList.at(iVar).variableName == "DeltaPhi_LJL"){
itVec->histogram->Fill(fabs(lepton1.lepton4V_.DeltaPhi(parton1.lepton4V_)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptLJL"){
itVec->histogram->Fill((lepton1.lepton4V_+parton1.lepton4V_).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_TJL"){
itVec->histogram->Fill(fabs(lepton1.lepton4V_.DeltaPhi(parton2.lepton4V_)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptTJL"){
itVec->histogram->Fill((lepton1.lepton4V_+parton2.lepton4V_).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_JJL"){
itVec->histogram->Fill(fabs(lepton1.lepton4V_.DeltaPhi(L_dijet)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptJJL"){
itVec->histogram->Fill((lepton1.lepton4V_+L_dijet).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_LJTL"){
itVec->histogram->Fill(fabs(lepton2.lepton4V_.DeltaPhi(parton1.lepton4V_)),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_TJTL"){
itVec->histogram->Fill(fabs(lepton2.lepton4V_.DeltaPhi(parton2.lepton4V_)),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_JJTL"){
itVec->histogram->Fill(fabs(lepton2.lepton4V_.DeltaPhi(L_dijet)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptLJTL"){
itVec->histogram->Fill((lepton2.lepton4V_+parton1.lepton4V_).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "ptTJTL"){
itVec->histogram->Fill((lepton2.lepton4V_+parton2.lepton4V_).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "ptJJTL"){
itVec->histogram->Fill((lepton2.lepton4V_+L_dijet).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_LJLL"){
itVec->histogram->Fill(fabs(L_dilepton.DeltaPhi(parton1.lepton4V_)),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_TJLL"){
itVec->histogram->Fill(fabs(L_dilepton.DeltaPhi(parton2.lepton4V_)),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_JJLL"){
itVec->histogram->Fill(fabs(L_dilepton.DeltaPhi(L_dijet)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptLJLL"){
itVec->histogram->Fill((L_dilepton+parton1.lepton4V_).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "ptTJLL"){
itVec->histogram->Fill((L_dilepton+parton2.lepton4V_).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "ptJJLL"){
itVec->histogram->Fill((L_dilepton+L_dijet).Pt(),weight) ;
}
///
else if(variableList.at(iVar).variableName == "DeltaPhi_JJMet"){
itVec->histogram->Fill(fabs(L_dijet.DeltaPhi(L_met)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptJJMet"){
itVec->histogram->Fill((L_dijet+L_met).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_LJMet"){
itVec->histogram->Fill(fabs(parton1.lepton4V_.DeltaPhi(L_met)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptLJMet"){
itVec->histogram->Fill((parton1.lepton4V_+L_met).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "DeltaPhi_TJMet"){
itVec->histogram->Fill(fabs(parton2.lepton4V_.DeltaPhi(L_met)),weight) ;
}
else if(variableList.at(iVar).variableName == "ptTJMet"){
itVec->histogram->Fill((parton2.lepton4V_+L_met).Pt(),weight) ;
}
else if(variableList.at(iVar).variableName == "mlljj"){
itVec->histogram->Fill((L_dilepton+L_dijet).M(),weight) ;
}
else if(variableList.at(iVar).variableName == "mlljjmet"){
itVec->histogram->Fill((L_dilepton+L_dijet+L_met).M(),weight) ;
}
else if(variableList.at(iVar).variableName == "mTH"){
itVec->histogram->Fill(sqrt(2*L_dilepton.Pt()*L_met.Pt()*(1-TMath::Cos(L_dilepton.DeltaPhi(L_met)))),weight) ;
}
} // loop on variables
} // Loop on the cut list
} // Loop on the events
TFile* outputEfficiency = new TFile(("output/"+outputPlotDirectory+"/outputEfficiency.root").c_str(),"RECREATE");
for(map<string,TH1F*>::const_iterator itMap = histoCutEff.begin(); itMap != histoCutEff.end(); itMap++){
itMap->second->Scale(1./itMap->second->GetBinContent(1));
itMap->second->Write();
}
outputEfficiency->Close();
// make the canvas and basic banners
TCanvas *cCanvas = new TCanvas("cCanvas","",1,52,550,550);
cCanvas->SetTicks();
cCanvas->SetFillColor(0);
cCanvas->SetBorderMode(0);
cCanvas->SetBorderSize(2);
cCanvas->SetTickx(1);
cCanvas->SetTicky(1);
cCanvas->SetRightMargin(0.05);
cCanvas->SetBottomMargin(0.12);
cCanvas->SetFrameBorderMode(0);
cCanvas->cd();
TPad* upperPad = new TPad("upperPad", "upperPad", .005, .180, .995, .980);
TPad* lowerPad = new TPad("lowerPad", "lowerPad", .005, .005, .995, .18);
lowerPad->SetGridx();
lowerPad->SetGridy();
upperPad->SetLeftMargin(0.12);
upperPad->SetRightMargin(0.1);
lowerPad->SetLeftMargin(0.12);
lowerPad->SetRightMargin(0.1);
lowerPad->SetTopMargin(0.002);
lowerPad->Draw();
upperPad->Draw();
TCanvas *cCanvasNorm = new TCanvas("cCanvasNorm","",1,52,550,550);
cCanvasNorm->SetTicks();
cCanvasNorm->SetFillColor(0);
cCanvasNorm->SetBorderMode(0);
cCanvasNorm->SetBorderSize(2);
cCanvasNorm->SetTickx(1);
cCanvasNorm->SetTicky(1);
cCanvasNorm->SetRightMargin(0.05);
cCanvasNorm->SetBottomMargin(0.12);
cCanvasNorm->SetFrameBorderMode(0);
TLatex * tex = new TLatex(0.88,0.92," 14 TeV");
tex->SetNDC();
tex->SetTextAlign(31);
tex->SetTextFont(42);
tex->SetTextSize(0.045);
tex->SetLineWidth(2);
TLatex * tex2 = new TLatex(0.14,0.92,"Delphes");
tex2->SetNDC();
tex2->SetTextFont(61);
tex2->SetTextSize(0.045);
tex2->SetLineWidth(2);
TLatex * tex3 = new TLatex(0.295,0.92,"Simulation Preliminary");
tex3->SetNDC();
tex3->SetTextFont(52);
tex3->SetTextSize(0.04);
tex3->SetLineWidth(2);
TLegend* legend = new TLegend(0.55,0.75,0.85,0.89);
legend->SetBorderSize(0);
legend->SetFillColor(0);
legend->SetFillStyle(0);
legend->SetTextSize(0.04);
legend->SetTextFont(42);
legend->SetNColumns (3) ;
// make the plot on the same canvas for each variable (legend entry is the cut layer name)
vector<TH1F*> numerator ;
vector<TH1F*> denominator ;
for(size_t iVar = 0; iVar < variableList.size(); iVar++){ // loop on var
numerator.clear();
denominator.clear();
for(size_t iCut = 0; iCut < CutList.size(); iCut++){ // loop on cuts
histoContainer tmpPlot;
tmpPlot.cutName = CutList.at(iCut).cutLayerName;
tmpPlot.varName = variableList.at(iVar).variableName;
vector<histoContainer>::iterator itVec ;
itVec = find(plotVector.begin(),plotVector.end(),tmpPlot);
if(itVec == plotVector.end()){
cerr<<"Problem -->plot not found for "<<CutList.at(iCut).cutLayerName<<" "<<variableList.at(iVar).variableName<<endl;
}
itVec->histogram->GetXaxis()->SetTitleSize(0.04);
itVec->histogram->GetXaxis()->SetTitleOffset(1.16);
itVec->histogram->GetXaxis()->SetLabelSize(0.04);
itVec->histogram->GetYaxis()->SetRangeUser(0.001,itVec->histogram->GetMaximum()*1.25);
itVec->histogram->GetYaxis()->SetTitleSize(0.05);
itVec->histogram->GetYaxis()->SetTitleOffset(1.20);
itVec->histogram->GetYaxis()->SetLabelSize(0.04);
itVec->histogram->SetLineColor(iCut+1);
if(iCut %2 == 0)
itVec->histogram->SetLineStyle(1);
else
itVec->histogram->SetLineStyle(2);
itVec->histogram->SetLineWidth(2);
itVec->histogram->GetYaxis()->SetTitle("#sigma x lumi");
upperPad->cd();
if(iCut == 0)
itVec->histogram->Draw("hist");
else
itVec->histogram->Draw("hist same");
legend->AddEntry(itVec->histogram,CutList.at(iCut).cutLayerName.c_str(),"l");
if(itVec->findCutByLabel("LL")) numerator.push_back(itVec->histogram);
denominator.push_back(itVec->histogram);
cCanvasNorm->cd();
TH1F* htempNorm = (TH1F*) itVec->histogram->Clone((string(itVec->histogram->GetName())+"_norm").c_str());
htempNorm->Scale(1./itVec->histogram->Integral());
htempNorm->GetYaxis()->SetRangeUser(0.,htempNorm->GetMaximum()*1.5);
if(iCut == 0)
htempNorm->Draw("hist");
else
htempNorm->Draw("hist same");
}
// make ratio plot
lowerPad->cd();
TH1F* numTotal = 0;
TH1F* denTotal = 0;
TH1F* ratio = 0;
TH1F* ratioW = 0;
for(size_t itNum = 0; itNum < numerator.size(); itNum ++){
if(itNum == 0 and ratio == 0)
numTotal = (TH1F*) numerator.at(itNum)->Clone(("Num_"+string(numerator.at(itNum)->GetName())).c_str());
else if(ratio !=0)
numTotal->Add(numerator.at(itNum));
}
for(size_t itDen = 0; itDen < denominator.size(); itDen ++){
if(itDen == 0 and denTotal == 0 ) {
denTotal = (TH1F*) denominator.at(itDen)->Clone(("Den_"+string(denominator.at(itDen)->GetName())).c_str());
}
else if(denTotal !=0){
denTotal->Add(denominator.at(itDen));
}
}
ratio = new TH1F(("Ratio_"+string(denominator.at(0)->GetName())).c_str(),"",numTotal->GetNbinsX(),numTotal->GetBinLowEdge(1),numTotal->GetBinLowEdge(numTotal->GetNbinsX()+1));
ratio->GetYaxis()->SetTitle("S/(#sqrt{S+B})");
ratio->SetMarkerSize(1.1);
ratioW = new TH1F(("ratioW_"+string(denominator.at(0)->GetName())).c_str(),"",numTotal->GetNbinsX(),numTotal->GetBinLowEdge(1),numTotal->GetBinLowEdge(numTotal->GetNbinsX()+1));
ratioW->GetYaxis()->SetTitle("weighted S/(#sqrt{S+B})");
ratioW->SetMarkerSize(1.1);
TString name = "norm_" ;
name += denTotal->GetName () ;
TH1F * norm_denTotal = (TH1F *) denTotal->Clone (name) ;
norm_denTotal->Scale (1. / norm_denTotal->GetMaximum ()) ;
// weight the S/sqrt (B) by the shape of the total,
// so that only bins with a lot of stats become visibly significant
for(int iBin = 0; iBin < ratio->GetNbinsX()+1; iBin++){
if(denTotal->GetBinContent(iBin) !=0){
ratioW->SetBinContent(iBin,
norm_denTotal->GetBinContent (iBin) * numTotal->GetBinContent(iBin) /
sqrt(denTotal->GetBinContent(iBin)));
ratio->SetBinContent(iBin,
numTotal->GetBinContent(iBin) / sqrt(denTotal->GetBinContent(iBin)));
}
else
ratio->SetBinContent(iBin,0.);
}
ratio->GetXaxis()->SetTitle("");
ratio->SetLineColor(kBlue);
ratio->SetLineStyle(2);
ratio->SetLineWidth(2);
ratio->GetXaxis()->SetLabelOffset(999);
ratio->GetXaxis()->SetLabelSize(0);
ratio->GetYaxis()->SetLabelSize(0.15);
ratio->GetYaxis()->SetTitleSize(0.15);
ratio->GetYaxis()->SetTitleOffset(0.30);
ratio->GetYaxis()->SetNdivisions(504);
ratioW->GetXaxis()->SetTitle("");
ratioW->SetLineColor(kBlack);
ratioW->SetLineWidth(2);
ratioW->GetXaxis()->SetLabelOffset(999);
ratioW->GetXaxis()->SetLabelSize(0);
ratioW->GetYaxis()->SetLabelSize(0.15);
ratioW->GetYaxis()->SetTitleSize(0.15);
ratioW->GetYaxis()->SetTitleOffset(0.30);
ratioW->GetYaxis()->SetNdivisions(504);
ratio->GetYaxis()->SetRange(min(ratio->GetMinimum(),ratioW->GetMinimum())*0.9,max(ratio->GetMaximum(),ratioW->GetMaximum())*1.1);
TH1F * frame = lowerPad->DrawFrame (ratio->GetXaxis ()->GetXmin (), 0.,
ratio->GetXaxis ()->GetXmax (), 2.) ;
frame->GetXaxis()->SetTitle (ratio->GetXaxis ()->GetTitle ()) ;
frame->GetYaxis()->SetTitle (ratio->GetYaxis ()->GetTitle ()) ;
frame->GetXaxis()->SetLabelOffset(999);
frame->GetXaxis()->SetLabelSize(0);
frame->GetYaxis()->SetLabelSize(0.15);
frame->GetYaxis()->SetTitleSize(0.15);
frame->GetYaxis()->SetTitleOffset(0.30);
frame->GetYaxis()->SetNdivisions(504);
ratio->Draw("P");
ratioW->Draw("Lsame");
upperPad->cd();
tex->Draw("same");
tex2->Draw("same");
tex3->Draw("same");
legend->Draw("same");
cCanvas->SaveAs(string("output/"+outputPlotDirectory+"/xs/"+variableList.at(iVar).variableName+".pdf").c_str(),"pdf");
cCanvas->SaveAs(string("output/"+outputPlotDirectory+"/xs/"+variableList.at(iVar).variableName+".png").c_str(),"png");
cCanvas->SaveAs(string("output/"+outputPlotDirectory+"/xs/"+variableList.at(iVar).variableName+".root").c_str(),"root");
cCanvasNorm->cd();
tex->Draw("same");
tex2->Draw("same");
tex3->Draw("same");
legend->Draw("same");
cCanvasNorm->SaveAs(string("output/"+outputPlotDirectory+"/norm/"+variableList.at(iVar).variableName+".pdf").c_str(),"pdf");
cCanvasNorm->SaveAs(string("output/"+outputPlotDirectory+"/norm/"+variableList.at(iVar).variableName+".png").c_str(),"png");
cCanvasNorm->SaveAs(string("output/"+outputPlotDirectory+"/norm/"+variableList.at(iVar).variableName+".root").c_str(),"root");
legend->Clear();
} // loop on var
cout<<"LHE filter efficiency : "<<passingLHEFilter<<" totEvent "<<totEvent<<" efficiency "<<float(passingLHEFilter)/float(totEvent)*100<<" % "<<endl;
//Normalize histograms
for(size_t ihisto = 0; ihisto < plotVector.size(); ihisto++){
if(plotVector.at(ihisto).varName == "DeltaPhi_LL")
cout<<"Events Histo "<<plotVector.at(ihisto).histogram->GetName()<<" unweighted "<<plotVector.at(ihisto).histogram->GetEntries()<<" weighted "<<plotVector.at(ihisto).histogram->Integral(0,plotVector.at(ihisto).histogram->GetNbinsX()+1)<<endl;
}
return 0 ;
}
int main(int argc, char** argv)
{
// Set style options
setTDRStyle();
gStyle->SetPadTickX(1);
gStyle->SetPadTickY(1);
gStyle->SetOptTitle(0);
gStyle->SetOptStat(1110);
gStyle->SetOptFit(1);
// Set fitting options
TVirtualFitter::SetDefaultFitter("Fumili2");
//-----------------
// Input parameters
std::cout << "\n***************************************************************************************************************************" << std::endl;
std::cout << "arcg: " << argc << std::endl;
char* EBEE = argv[1];
int evtsPerPoint = atoi(argv[2]);
int useRegression = atoi(argv[3]);
std::string dayMin = "";
std::string dayMax = "";
std::string dayMinLabel = "";
std::string dayMaxLabel = "";
float absEtaMin = -1.;
float absEtaMax = -1.;
int IetaMin = -1;
int IetaMax = -1;
int IphiMin = -1;
int IphiMax = -1;
if(argc >= 5)
{
dayMin = std::string(argv[4])+" "+std::string(argv[5])+" "+std::string(argv[6]);
dayMax = std::string(argv[7])+" "+std::string(argv[8])+" "+std::string(argv[9]);
dayMinLabel = std::string(argv[4])+"_"+std::string(argv[5])+"_"+std::string(argv[6]);
dayMaxLabel = std::string(argv[7])+"_"+std::string(argv[8])+"_"+std::string(argv[9]);
t1 = dateToInt(dayMin);
t2 = dateToInt(dayMax);
}
if(argc >= 11)
{
yMIN = atof(argv[10]);
yMAX = atof(argv[11]);
}
if(argc >= 13)
{
absEtaMin = atof(argv[12]);
absEtaMax = atof(argv[13]);
}
if(argc >= 15)
{
IetaMin = atoi(argv[14]);
IetaMax = atoi(argv[15]);
IphiMin = atoi(argv[16]);
IphiMax = atoi(argv[17]);
}
std::cout << "EBEE: " << EBEE << std::endl;
std::cout << "evtsPerPoint: " << evtsPerPoint << std::endl;
std::cout << "useRegression: " << useRegression << std::endl;
std::cout << "dayMin: " << dayMin << std::endl;
std::cout << "dayMax: " << dayMax << std::endl;
std::cout << "yMin: " << yMIN << std::endl;
std::cout << "yMax: " << yMAX << std::endl;
std::cout << "absEtaMin: " << absEtaMin << std::endl;
std::cout << "absEtaMax: " << absEtaMax << std::endl;
std::cout << "IetaMin: " << IetaMin << std::endl;
std::cout << "IetaMax: " << IetaMax << std::endl;
std::cout << "IphiMin: " << IphiMin << std::endl;
std::cout << "IphiMax: " << IphiMax << std::endl;
//-------------------
// Define in/outfiles
std::string folderName = std::string(EBEE) + "_" + dayMinLabel + "_" + dayMaxLabel;
if( (absEtaMin != -1.) && (absEtaMax != -1.) )
{
char absEtaBuffer[50];
sprintf(absEtaBuffer,"_%.2f-%.2f",absEtaMin,absEtaMax);
folderName += std::string(absEtaBuffer);
}
if( (IetaMin != -1.) && (IetaMax != -1.) && (IphiMin != -1.) && (IphiMax != -1.) )
{
char absEtaBuffer[50];
sprintf(absEtaBuffer,"_Ieta_%d-%d_Iphi_%d-%d",IetaMin,IetaMax,IphiMin,IphiMax);
folderName += std::string(absEtaBuffer);
}
gSystem->mkdir(folderName.c_str());
TFile* o = new TFile((folderName+"/"+folderName+"_histos.root").c_str(),"RECREATE");
// Get trees
std::cout << std::endl;
TChain* ntu_DA = new TChain("simpleNtupleEoverP/SimpleNtupleEoverP");
FillChain(ntu_DA,"inputDATA.txt");
std::cout << " DATA: " << std::setw(8) << ntu_DA->GetEntries() << " entries" << std::endl;
TChain* ntu_MC = new TChain("simpleNtupleEoverP/SimpleNtupleEoverP");
FillChain(ntu_MC,"inputMC.txt");
std::cout << "REFERENCE: " << std::setw(8) << ntu_MC->GetEntries() << " entries" << std::endl;
if (ntu_DA->GetEntries() == 0 || ntu_MC->GetEntries() == 0 )
{
std::cout << "Error: At least one file is empty" << std::endl;
return -1;
}
// Set branch addresses
int runId;
int timeStampHigh;
int PV_n;
float scLaserCorr, seedLaserAlpha, EoP, scEta, scPhi, scE, ES, P;
int seedIeta, seedIphi, seedIx, seedIy, seedZside;
ntu_DA->SetBranchStatus("*",0);
ntu_DA->SetBranchStatus("runId",1);
ntu_DA->SetBranchStatus("timeStampHigh",1);
ntu_DA->SetBranchStatus("PV_n",1);
ntu_DA->SetBranchStatus("ele1_scLaserCorr",1);
ntu_DA->SetBranchStatus("ele1_seedLaserAlpha",1);
ntu_DA->SetBranchStatus("ele1_EOverP",1);
ntu_DA->SetBranchStatus("ele1_scEta",1);
ntu_DA->SetBranchStatus("ele1_scPhi",1);
ntu_DA->SetBranchStatus("ele1_scE",1);
ntu_DA->SetBranchStatus("ele1_scE_regression",1);
ntu_DA->SetBranchStatus("ele1_scE",1);
ntu_DA->SetBranchStatus("ele1_es",1);
ntu_DA->SetBranchStatus("ele1_tkP",1);
ntu_DA->SetBranchStatus("ele1_seedIeta",1);
ntu_DA->SetBranchStatus("ele1_seedIphi",1);
ntu_DA->SetBranchStatus("ele1_seedIx",1);
ntu_DA->SetBranchStatus("ele1_seedIy",1);
ntu_DA->SetBranchStatus("ele1_seedZside",1);
ntu_DA->SetBranchAddress("runId", &runId);
ntu_DA->SetBranchAddress("timeStampHigh", &timeStampHigh);
ntu_DA->SetBranchAddress("PV_n", &PV_n);
ntu_DA->SetBranchAddress("ele1_scLaserCorr", &scLaserCorr);
ntu_DA->SetBranchAddress("ele1_seedLaserAlpha", &seedLaserAlpha);
ntu_DA->SetBranchAddress("ele1_EOverP", &EoP);
ntu_DA->SetBranchAddress("ele1_scEta", &scEta);
ntu_DA->SetBranchAddress("ele1_scPhi", &scPhi);
if( useRegression < 1 )
ntu_DA->SetBranchAddress("ele1_scE", &scE);
else
ntu_DA->SetBranchAddress("ele1_scE_regression", &scE);
ntu_DA->SetBranchAddress("ele1_scE", &scE);
ntu_DA->SetBranchAddress("ele1_es", &ES);
ntu_DA->SetBranchAddress("ele1_tkP", &P);
ntu_DA->SetBranchAddress("ele1_seedIeta", &seedIeta);
ntu_DA->SetBranchAddress("ele1_seedIphi", &seedIphi);
ntu_DA->SetBranchAddress("ele1_seedIx", &seedIx);
ntu_DA->SetBranchAddress("ele1_seedIy", &seedIy);
ntu_DA->SetBranchAddress("ele1_seedZside", &seedZside);
ntu_MC->SetBranchStatus("*",0);
ntu_MC->SetBranchStatus("runId",1);
ntu_MC->SetBranchStatus("PV_n",1);
ntu_MC->SetBranchStatus("ele1_scEta",1);
ntu_MC->SetBranchStatus("ele1_EOverP",1);
ntu_MC->SetBranchStatus("ele1_scE",1);
ntu_MC->SetBranchStatus("ele1_scE_regression",1);
ntu_MC->SetBranchStatus("ele1_es",1);
ntu_MC->SetBranchStatus("ele1_tkP",1);
ntu_MC->SetBranchStatus("ele1_seedIeta",1);
ntu_MC->SetBranchStatus("ele1_seedIphi",1);
ntu_MC->SetBranchStatus("ele1_seedIx",1);
ntu_MC->SetBranchStatus("ele1_seedIy",1);
ntu_MC->SetBranchStatus("ele1_seedZside",1);
ntu_MC->SetBranchAddress("runId", &runId);
ntu_MC->SetBranchAddress("PV_n", &PV_n);
ntu_MC->SetBranchAddress("ele1_scEta", &scEta);
ntu_MC->SetBranchAddress("ele1_EOverP", &EoP);
if( useRegression < 1 )
ntu_MC->SetBranchAddress("ele1_scE", &scE);
else
ntu_MC->SetBranchAddress("ele1_scE_regression", &scE);
ntu_MC->SetBranchAddress("ele1_es", &ES);
ntu_MC->SetBranchAddress("ele1_tkP", &P);
ntu_MC->SetBranchAddress("ele1_seedIeta", &seedIeta);
ntu_MC->SetBranchAddress("ele1_seedIphi", &seedIphi);
ntu_MC->SetBranchAddress("ele1_seedIx", &seedIx);
ntu_MC->SetBranchAddress("ele1_seedIy", &seedIy);
ntu_MC->SetBranchAddress("ele1_seedZside", &seedZside);
//--------------------------------------------------------
// Define PU correction (to be used if useRegression == 0)
// corr = p0 + p1 * PV_n
float p0_EB;
float p1_EB;
float p0_EE;
float p1_EE;
if( useRegression == 0 )
{
//2012 EB
p0_EB = 0.9991;
p1_EB = 0.0001635;
//2012 EE
p0_EE = 0.9968;
p1_EE = 0.001046;
}
else
{
//2012 EB
p0_EB = 1.001;
p1_EB = -0.000143;
//2012 EE
p0_EE = 1.00327;
p1_EE = -0.000432;
}
float p0 = -1.;
float p1 = -1.;
if( strcmp(EBEE,"EB") == 0 )
{
p0 = p0_EB;
p1 = p1_EB;
}
else
{
p0 = p0_EE;
p1 = p1_EE;
}
//---------------------------------
// Build the reference distribution
std::cout << std::endl;
std::cout << "***** Build reference for " << EBEE << " *****" << std::endl;
TH1F* h_template = new TH1F("template", "", 2000, 0., 5.);
for(int ientry = 0; ientry < ntu_MC->GetEntries(); ++ientry)
{
if( (ientry%100000 == 0) ) std::cout << "reading MC entry " << ientry << "\r" << std::flush;
ntu_MC->GetEntry(ientry);
// selections
if( (strcmp(EBEE,"EB") == 0) && (fabs(scEta) > 1.45) ) continue; // barrel
if( (strcmp(EBEE,"EE") == 0) && (fabs(scEta) < 1.47 || fabs(scEta)>2.7) ) continue; // endcap
if( (absEtaMin != -1.) && (absEtaMax != -1.) )
{
if( (fabs(scEta) < absEtaMin) || (fabs(scEta) > absEtaMax) ) continue;
}
if( (IetaMin != -1.) && (IetaMax != -1.) && (IphiMin != -1.) && (IphiMax != -1.) )
{
if( (seedIeta < IetaMin) || (seedIeta > IetaMax) ) continue;
if( (seedIphi < IphiMin) || (seedIphi > IphiMax) ) continue;
}
// PU correction
float PUCorr = (p0 + p1*PV_n);
//std::cout << "p0: " << p0 << " p1: " << p1 << " PV_n: " << PV_n << std::endl;
// fill the template histogram
h_template -> Fill( (scE-ES)/(P-ES) / PUCorr );
}
std::cout << "Reference built for " << EBEE << " - " << h_template->GetEntries() << " events" << std::endl;
//---------------------
// Loop and sort events
std::cout << std::endl;
std::cout << "***** Sort events and define bins *****" << std::endl;
int nEntries = ntu_DA -> GetEntriesFast();
int nSavePts = 0;
std::vector<bool> isSavedEntries(nEntries);
std::vector<Sorter> sortedEntries;
std::vector<int> timeStampFirst;
for(int ientry = 0; ientry < nEntries; ++ientry)
{
ntu_DA -> GetEntry(ientry);
isSavedEntries.at(ientry) = false;
// selections
if( (strcmp(EBEE,"EB") == 0) && (fabs(scEta) > 1.45) ) continue; // barrel
if( (strcmp(EBEE,"EE") == 0) && (fabs(scEta) < 1.47 || fabs(scEta)>2.7) ) continue; // endcap
if( (absEtaMin != -1.) && (absEtaMax != -1.) )
{
if( (fabs(scEta) < absEtaMin) || (fabs(scEta) > absEtaMax) ) continue;
}
if( (IetaMin != -1.) && (IetaMax != -1.) && (IphiMin != -1.) && (IphiMax != -1.) )
{
if( (seedIeta < IetaMin) || (seedIeta > IetaMax) ) continue;
if( (seedIphi < IphiMin) || (seedIphi > IphiMax) ) continue;
}
if( timeStampHigh < t1 ) continue;
if( timeStampHigh > t2 ) continue;
if( scLaserCorr <= 0. ) continue;
isSavedEntries.at(ientry) = true;
// fill sorter
Sorter dummy;
dummy.time = timeStampHigh;
dummy.entry = ientry;
sortedEntries.push_back(dummy);
++nSavePts;
}
// sort events
std::sort(sortedEntries.begin(),sortedEntries.end(),Sorter());
std::cout << "Data sorted in " << EBEE << " - " << nSavePts << " events" << std::endl;
std::map<int,int> antiMap;
for(unsigned int iSaved = 0; iSaved < sortedEntries.size(); ++iSaved)
antiMap[sortedEntries.at(iSaved).entry] = iSaved;
//---------------------
// Loop and define bins
// "wide" bins - find events with time separation bigger than 1 day
int nWideBins = 1;
std::vector<int> wideBinEntryMax;
int timeStampOld = -1;
wideBinEntryMax.push_back(0);
for(int iSaved = 0; iSaved < nSavePts; ++iSaved)
{
if( iSaved%100000 == 0 ) std::cout << "reading saved entry " << iSaved << "\r" << std::flush;
ntu_DA->GetEntry(sortedEntries[iSaved].entry);
if( iSaved == 0 )
{
timeStampOld = timeStampHigh;
continue;
}
if( (timeStampHigh-timeStampOld)/3600. > timeLapse )
{
++nWideBins;
wideBinEntryMax.push_back(iSaved-1);
}
timeStampOld = timeStampHigh;
}
std::cout << std::endl;
wideBinEntryMax.push_back(nSavePts);
// bins with approximatively evtsPerPoint events per bin
int nBins = 0;
std::vector<int> binEntryMax;
binEntryMax.push_back(0);
for(int wideBin = 0; wideBin < nWideBins; ++wideBin)
{
int nTempBins = std::max(1,int( (wideBinEntryMax.at(wideBin+1)-wideBinEntryMax.at(wideBin))/evtsPerPoint ));
int nTempBinEntries = int( (wideBinEntryMax.at(wideBin+1)-wideBinEntryMax.at(wideBin))/nTempBins );
for(int tempBin = 0; tempBin < nTempBins; ++tempBin)
{
++nBins;
if( tempBin < nTempBins - 1 )
binEntryMax.push_back( wideBinEntryMax.at(wideBin) + (tempBin+1)*nTempBinEntries );
else
binEntryMax.push_back( wideBinEntryMax.at(wideBin+1) );
}
}
std::cout << "nBins = " << nBins << std::endl;
//for(int bin = 0; bin < nBins; ++bin)
// std::cout << "bin: " << bin
// << " entry min: " << setw(6) << binEntryMax.at(bin)
// << " entry max: " << setw(6) << binEntryMax.at(bin+1)
// << " events: " << setw(6) << binEntryMax.at(bin+1)-binEntryMax.at(bin)
// << std::endl;
//---------------------
// histogram definition
TH1F* h_scOccupancy_eta = new TH1F("h_scOccupancy_eta","", 298, -2.6, 2.6);
TH1F* h_scOccupancy_phi = new TH1F("h_scOccupancy_phi","", 363, -3.1765, 3.159);
SetHistoStyle(h_scOccupancy_eta);
SetHistoStyle(h_scOccupancy_phi);
TH2F* h_seedOccupancy_EB = new TH2F("h_seedOccupancy_EB","", 171, -85., 86., 361, 0.,361.);
TH2F* h_seedOccupancy_EEp = new TH2F("h_seedOccupancy_EEp","", 101, 0.,101., 100, 0.,101.);
TH2F* h_seedOccupancy_EEm = new TH2F("h_seedOccupancy_EEm","", 101, 0.,101., 100, 0.,101.);
SetHistoStyle(h_seedOccupancy_EB);
SetHistoStyle(h_seedOccupancy_EEp);
SetHistoStyle(h_seedOccupancy_EEm);
TH1F* h_EoP_spread = new TH1F("h_EoP_spread","",100,yMIN,yMAX);
TH1F* h_EoC_spread = new TH1F("h_EoC_spread","",100,yMIN,yMAX);
TH1F* h_EoP_spread_run = new TH1F("h_EoP_spread_run","",100,yMIN,yMAX);
TH1F* h_EoC_spread_run = new TH1F("h_EoC_spread_run","",100,yMIN,yMAX);
SetHistoStyle(h_EoP_spread,"EoP");
SetHistoStyle(h_EoC_spread,"EoC");
SetHistoStyle(h_EoP_spread_run,"EoP");
SetHistoStyle(h_EoC_spread_run,"EoC");
TH1F* h_EoP_chi2 = new TH1F("h_EoP_chi2","",50,0.,5.);
TH1F* h_EoC_chi2 = new TH1F("h_EoC_chi2","",50,0.,5.);
SetHistoStyle(h_EoP_chi2,"EoP");
SetHistoStyle(h_EoC_chi2,"EoC");
TH1F** h_EoP = new TH1F*[nBins];
TH1F** h_EoC = new TH1F*[nBins];
TH1F** h_Las = new TH1F*[nBins];
TH1F** h_Tsp = new TH1F*[nBins];
TH1F** h_Cvl = new TH1F*[nBins];
for(int i = 0; i < nBins; ++i)
{
char histoName[80];
sprintf(histoName, "EoP_%d", i);
h_EoP[i] = new TH1F(histoName, histoName, 2000, 0., 5.);
SetHistoStyle(h_EoP[i],"EoP");
sprintf(histoName, "EoC_%d", i);
h_EoC[i] = new TH1F(histoName, histoName, 2000, 0., 5.);
SetHistoStyle(h_EoC[i],"EoC");
sprintf(histoName, "Las_%d", i);
h_Las[i] = new TH1F(histoName, histoName, 500, 0.5, 1.5);
sprintf(histoName, "Tsp_%d", i);
h_Tsp[i] = new TH1F(histoName, histoName, 500, 0.5, 1.5);
}
// function definition
TF1** f_EoP = new TF1*[nBins];
TF1** f_EoC = new TF1*[nBins];
// graphs definition
TGraphAsymmErrors* g_fit = new TGraphAsymmErrors();
TGraphAsymmErrors* g_c_fit = new TGraphAsymmErrors();
TGraphAsymmErrors* g_fit_run = new TGraphAsymmErrors();
TGraphAsymmErrors* g_c_fit_run = new TGraphAsymmErrors();
TGraph* g_las = new TGraph();
TGraphErrors* g_LT = new TGraphErrors();
g_fit->GetXaxis()->SetTimeFormat("%d/%m%F1970-01-01 00:00:00");
g_fit->GetXaxis()->SetTimeDisplay(1);
g_c_fit->GetXaxis()->SetTimeFormat("%d/%m%F1970-01-01 00:00:00");
g_c_fit->GetXaxis()->SetTimeDisplay(1);
g_las->GetXaxis()->SetTimeFormat("%d/%m%F1970-01-01 00:00:00");
g_las->GetXaxis()->SetTimeDisplay(1);
g_LT->GetXaxis()->SetTimeFormat("%d/%m%F1970-01-01 00:00:00");
g_LT->GetXaxis()->SetTimeDisplay(1);
//------------------------------------
// loop on the saved and sorted events
std::cout << std::endl;
std::cout << "***** Fill and fit histograms *****" << std::endl;
std::vector<int> Entries(nBins);
std::vector<double> AveTime(nBins);
std::vector<int> MinTime(nBins);
std::vector<int> MaxTime(nBins);
std::vector<double> AveRun(nBins);
std::vector<int> MinRun(nBins);
std::vector<int> MaxRun(nBins);
std::vector<double> AveLT(nBins);
std::vector<double> AveLT2(nBins);
int iSaved = -1;
for(int ientry = 0; ientry < nEntries; ++ientry)
{
if( (ientry%100000 == 0) ) std::cout << "reading entry " << ientry << "\r" << std::flush;
if( isSavedEntries.at(ientry) == false ) continue;
++iSaved;
int iSaved = antiMap[ientry];
int bin = -1;
for(bin = 0; bin < nBins; ++bin)
if( iSaved >= binEntryMax.at(bin) && iSaved < binEntryMax.at(bin+1) )
break;
//std::cout << "bin = " << bin << " iSaved = "<< iSaved << std::endl;
ntu_DA->GetEntry(ientry);
Entries[bin] += 1;
if( iSaved == binEntryMax.at(bin)+1 ) MinTime[bin] = timeStampHigh;
if( iSaved == binEntryMax.at(bin+1)-1 ) MaxTime[bin] = timeStampHigh;
AveTime[bin] += timeStampHigh;
if( iSaved == binEntryMax.at(bin)+1 ) MinRun[bin] = runId;
if( iSaved == binEntryMax.at(bin+1)-1 ) MaxRun[bin] = runId;
AveRun[bin] += runId;
float LT = (-1. / seedLaserAlpha * log(scLaserCorr));
AveLT[bin] += LT;
AveLT2[bin] += LT*LT;
// PU correction
float PUCorr = (p0 + p1*PV_n);
// fill the histograms
(h_EoP[bin]) -> Fill( (scE-ES)/(P-ES) / scLaserCorr / PUCorr);
(h_EoC[bin]) -> Fill( (scE-ES)/(P-ES) / PUCorr );
(h_Las[bin]) -> Fill(scLaserCorr);
(h_Tsp[bin]) -> Fill(1./scLaserCorr);
h_scOccupancy_eta -> Fill(scEta);
h_scOccupancy_phi -> Fill(scPhi);
if(seedZside == 0)
h_seedOccupancy_EB -> Fill(seedIeta,seedIphi);
if(seedZside > 0)
h_seedOccupancy_EEp -> Fill(seedIx,seedIy);
if(seedZside < 0)
h_seedOccupancy_EEm -> Fill(seedIx,seedIy);
}
for(int bin = 0; bin < nBins; ++bin)
{
AveTime[bin] = 1. * AveTime[bin] / (binEntryMax.at(bin+1)-binEntryMax.at(bin));
AveRun[bin] = 1. * AveRun[bin] / (binEntryMax.at(bin+1)-binEntryMax.at(bin));
AveLT[bin] = 1. * AveLT[bin] / (binEntryMax.at(bin+1)-binEntryMax.at(bin));
AveLT2[bin] = 1. * AveLT2[bin] / (binEntryMax.at(bin+1)-binEntryMax.at(bin));
//std::cout << date << " " << AveTime[i] << " " << MinTime[i] << " " << MaxTime[i] << std::endl;
}
int rebin = 2;
if( strcmp(EBEE,"EE") == 0 ) rebin *= 2;
h_template -> Rebin(rebin);
float EoP_scale = 0.;
float EoP_err = 0.;
int EoP_nActiveBins = 0;
float EoC_scale = 0.;
float EoC_err = 0.;
int EoC_nActiveBins = 0;
float LCInv_scale = 0;
std::vector<int> validBins;
for(int i = 0; i < nBins; ++i)
{
bool isValid = true;
h_EoP[i] -> Rebin(rebin);
h_EoC[i] -> Rebin(rebin);
//------------------------------------
// Fill the graph for uncorrected data
// define the fitting function
// N.B. [0] * ( [1] * f( [1]*(x-[2]) ) )
//o -> cd();
char convolutionName[50];
sprintf(convolutionName,"h_convolution_%d",i);
//h_Cvl[i] = ConvoluteTemplate(std::string(convolutionName),h_template,h_Las[i],32768,-5.,5.);
h_Cvl[i] = MellinConvolution(std::string(convolutionName),h_template,h_Tsp[i]);
histoFunc* templateHistoFunc = new histoFunc(h_template);
histoFunc* templateConvolutedHistoFunc = new histoFunc(h_Cvl[i]);
char funcName[50];
sprintf(funcName,"f_EoP_%d",i);
if( strcmp(EBEE,"EB") == 0 )
f_EoP[i] = new TF1(funcName, templateConvolutedHistoFunc, 0.8*(h_Tsp[i]->GetMean()), 1.4*(h_Tsp[i]->GetMean()), 3, "histoFunc");
else
f_EoP[i] = new TF1(funcName, templateConvolutedHistoFunc, 0.75*(h_Tsp[i]->GetMean()), 1.5*(h_Tsp[i]->GetMean()), 3, "histoFunc");
f_EoP[i] -> SetParName(0,"Norm");
f_EoP[i] -> SetParName(1,"Scale factor");
f_EoP[i] -> SetLineWidth(1);
f_EoP[i] -> SetNpx(10000);
double xNorm = h_EoP[i]->GetEntries()/h_template->GetEntries() *
h_EoP[i]->GetBinWidth(1)/h_template->GetBinWidth(1);
f_EoP[i] -> FixParameter(0, xNorm);
f_EoP[i] -> SetParameter(1, 1.);
f_EoP[i] -> FixParameter(2, 0.);
f_EoP[i] -> SetLineColor(kRed+2);
int fStatus = 0;
int nTrials = 0;
TFitResultPtr rp;
rp = h_EoP[i] -> Fit(funcName, "QERLS+");
while( (fStatus != 0) && (nTrials < 10) )
{
rp = h_EoP[i] -> Fit(funcName, "QERLS+");
fStatus = rp;
if(fStatus == 0) break;
++nTrials;
}
// fill the graph
double eee = f_EoP[i]->GetParError(1);
//float k = f_EoP[i]->GetParameter(1);
float k = f_EoP[i]->GetParameter(1) / h_Tsp[i]->GetMean(); //needed when using mellin's convolution
if( (h_EoP[i]->GetEntries() > 3) && (fStatus == 0) && (eee > 0.05*h_template->GetRMS()/sqrt(evtsPerPoint)) )
{
float date = (float)AveTime[i];
float dLow = (float)(AveTime[i]-MinTime[i]);
float dHig = (float)(MaxTime[i]-AveTime[i]);
float run = (float)AveRun[i];
float rLow = (float)(AveRun[i]-MinRun[i]);
float rHig = (float)(MaxRun[i]-AveRun[i]);
g_fit -> SetPoint(i, date , 1./k);
g_fit -> SetPointError(i, dLow , dHig, eee/k/k, eee/k/k);
g_fit_run -> SetPoint(i, run , 1./k);
g_fit_run -> SetPointError(i, rLow , rHig, eee/k/k, eee/k/k);
h_EoP_chi2 -> Fill(f_EoP[i]->GetChisquare()/f_EoP[i]->GetNDF());
EoP_scale += 1./k;
EoP_err += eee/k/k;
++EoP_nActiveBins;
}
else
{
std::cout << "Fitting uncorrected time bin: " << i << " Fail status: " << fStatus << " sigma: " << eee << std::endl;
isValid = false;
}
//----------------------------------
// Fill the graph for corrected data
// define the fitting function
// N.B. [0] * ( [1] * f( [1]*(x-[2]) ) )
sprintf(funcName,"f_EoC_%d",i);
if( strcmp(EBEE,"EB") == 0 )
f_EoC[i] = new TF1(funcName, templateHistoFunc, 0.8, 1.4, 3, "histoFunc");
else
f_EoC[i] = new TF1(funcName, templateHistoFunc, 0.75, 1.5, 3, "histoFunc");
f_EoC[i] -> SetParName(0,"Norm");
f_EoC[i] -> SetParName(1,"Scale factor");
f_EoC[i] -> SetLineWidth(1);
f_EoC[i] -> SetNpx(10000);
xNorm = h_EoC[i]->GetEntries()/h_template->GetEntries() *
h_EoC[i]->GetBinWidth(1)/h_template->GetBinWidth(1);
f_EoC[i] -> FixParameter(0, xNorm);
f_EoC[i] -> SetParameter(1, 0.99);
f_EoC[i] -> FixParameter(2, 0.);
f_EoC[i] -> SetLineColor(kGreen+2);
rp = h_EoC[i] -> Fit(funcName, "QERLS+");
fStatus = rp;
nTrials = 0;
while( (fStatus != 0) && (nTrials < 10) )
{
rp = h_EoC[i] -> Fit(funcName, "QERLS+");
fStatus = rp;
if(fStatus == 0) break;
++nTrials;
}
// fill the graph
k = f_EoC[i]->GetParameter(1);
eee = f_EoC[i]->GetParError(1);
if( (h_EoC[i]->GetEntries() > 10) && (fStatus == 0) && (eee > 0.05*h_template->GetRMS()/sqrt(evtsPerPoint)) )
{
float date = (float)AveTime[i];
float dLow = (float)(AveTime[i]-MinTime[i]);
float dHig = (float)(MaxTime[i]-AveTime[i]);
float run = (float)AveRun[i];
float rLow = (float)(AveRun[i]-MinRun[i]);
float rHig = (float)(MaxRun[i]-AveRun[i]);
g_c_fit -> SetPoint(i, date , 1./k);
g_c_fit -> SetPointError(i, dLow , dHig , eee/k/k, eee/k/k);
g_c_fit_run -> SetPoint(i, run , 1./k);
g_c_fit_run -> SetPointError(i, rLow , rHig, eee/k/k, eee/k/k);
h_EoC_chi2 -> Fill(f_EoC[i]->GetChisquare()/f_EoP[i]->GetNDF());
EoC_scale += 1./k;
EoC_err += eee/k/k;
++EoC_nActiveBins;
}
else
{
std::cout << "Fitting corrected time bin: " << i << " Fail status: " << fStatus << " sigma: " << eee << std::endl;
isValid = false;
}
if( isValid == true ) validBins.push_back(i);
}
EoP_scale /= EoP_nActiveBins;
EoP_err /= EoP_nActiveBins;
EoC_scale /= EoC_nActiveBins;
EoC_err /= EoC_nActiveBins;
//----------------------------------------
// Fill the graph for avg laser correction
//fede
for(unsigned int itr = 0; itr < validBins.size(); ++itr)
{
int i = validBins.at(itr);
g_las -> SetPoint(itr, (float)AveTime[i], h_Tsp[i]->GetMean() );
g_LT -> SetPoint(itr, (float)AveTime[i], AveLT[i] );
g_LT -> SetPointError(itr, 0., sqrt(AveLT2[i]-AveLT[i]*AveLT[i]) / sqrt(Entries[i]) );
LCInv_scale += h_Tsp[i]->GetMean();
}
LCInv_scale /= validBins.size();
//---------------
// Rescale graphs
float yscale = 1.;
//float yscale = 1./EoC_scale;
for(unsigned int itr = 0; itr < validBins.size(); ++itr)
{
double x,y;
g_fit -> GetPoint(itr,x,y);
g_fit -> SetPoint(itr,x,y*yscale);
if ( (x > t1) && (x < t2) ) h_EoP_spread -> Fill(y*yscale);
g_c_fit -> GetPoint(itr,x,y);
g_c_fit -> SetPoint(itr,x,y*yscale);
if ( (x > t1) && (x < t2) ) h_EoC_spread -> Fill(y*yscale);
g_fit_run -> GetPoint(itr,x,y);
g_fit_run -> SetPoint(itr,x,y*yscale);
if ( (x > t1) && (x < t2) ) h_EoP_spread_run -> Fill(y*yscale);
g_c_fit_run -> GetPoint(itr,x,y);
g_c_fit_run -> SetPoint(itr,x,y*yscale);
if ( (x > t1) && (x < t2) ) h_EoC_spread_run -> Fill(y*yscale);
g_las -> GetPoint(itr,x,y);
g_las -> SetPoint(itr,x,y*yscale*EoP_scale/LCInv_scale);
}
TF1 EoC_pol0("EoC_pol0","pol0",t1,t2);
EoC_pol0.SetLineColor(kGreen+2);
EoC_pol0.SetLineWidth(2);
EoC_pol0.SetLineStyle(2);
g_c_fit -> Fit("EoC_pol0","QNR");
//----------------------------
// Print out global quantities
std::cout << std::endl;
std::cout << "***** Mean scales and errors *****" << std::endl;
std::cout << std::fixed;
std::cout << std::setprecision(4);
std::cout << "Mean EoP scale: " << std::setw(6) << EoP_scale << " mean EoP error: " << std::setw(8) << EoP_err << std::endl;
std::cout << "Mean EoC scale: " << std::setw(6) << EoC_scale << " mean EoC error: " << std::setw(8) << EoC_err << std::endl;
std::cout << "Mean 1/LC scale: " << std::setw(6) << LCInv_scale << std::endl;
//-----------------
// Occupancy plots
//-----------------
TCanvas* c_scOccupancy = new TCanvas("c_scOccupancy","SC occupancy",0,0,1000,500);
c_scOccupancy -> Divide(2,1);
c_scOccupancy -> cd(1);
h_scOccupancy_eta -> GetXaxis() -> SetTitle("sc #eta");
h_scOccupancy_eta -> GetYaxis() -> SetTitle("events");
h_scOccupancy_eta -> Draw();
c_scOccupancy -> cd(2);
h_scOccupancy_phi -> GetXaxis() -> SetTitle("sc #phi");
h_scOccupancy_phi -> GetYaxis() -> SetTitle("events");
h_scOccupancy_phi -> Draw();
TCanvas* c_seedOccupancy = new TCanvas("c_seedOccupancy","seed occupancy",0,0,1500,500);
c_seedOccupancy -> Divide(3,1);
c_seedOccupancy -> cd(1);
h_seedOccupancy_EB -> GetXaxis() -> SetTitle("seed i#eta");
h_seedOccupancy_EB -> GetYaxis() -> SetTitle("seed i#phi");
h_seedOccupancy_EB -> Draw("COLZ");
c_seedOccupancy -> cd(2);
h_seedOccupancy_EEp -> GetXaxis() -> SetTitle("seed ix");
h_seedOccupancy_EEp -> GetYaxis() -> SetTitle("seed iy");
h_seedOccupancy_EEp -> Draw("COLZ");
c_seedOccupancy -> cd(3);
h_seedOccupancy_EEm -> GetXaxis() -> SetTitle("seed ix");
h_seedOccupancy_EEm -> GetYaxis() -> SetTitle("seed iy");
h_seedOccupancy_EEm -> Draw("COLZ");
//-----------
// Chi2 plots
//-----------
TCanvas* c_chi2 = new TCanvas("c_chi2","fit chi2",0,0,500,500);
c_chi2 -> cd();
h_EoC_chi2 -> GetXaxis() -> SetTitle("#chi^{2}/N_{dof}");
h_EoC_chi2 -> Draw("");
gPad -> Update();
TPaveStats* s_EoC = new TPaveStats;
s_EoC = (TPaveStats*)(h_EoC_chi2->GetListOfFunctions()->FindObject("stats"));
s_EoC -> SetStatFormat("1.4g");
s_EoC -> SetTextColor(kGreen+2);
s_EoC->SetY1NDC(0.59);
s_EoC->SetY2NDC(0.79);
s_EoC -> Draw("sames");
gPad -> Update();
h_EoP_chi2 -> GetXaxis() -> SetTitle("#chi^{2}/N_{dof}");
h_EoP_chi2 -> Draw("sames");
gPad -> Update();
TPaveStats* s_EoP = new TPaveStats;
s_EoP = (TPaveStats*)(h_EoP_chi2->GetListOfFunctions()->FindObject("stats"));
s_EoP -> SetStatFormat("1.4g");
s_EoP -> SetTextColor(kRed+2);
s_EoP->SetY1NDC(0.79);
s_EoP->SetY2NDC(0.99);
s_EoP -> Draw("sames");
gPad -> Update();
//-------------------
// Final plot vs date
//-------------------
TCanvas* cplot = new TCanvas("cplot", "history plot vs date",100,100,1000,500);
cplot->cd();
TPad *cLeft = new TPad("pad_0","pad_0",0.00,0.00,0.75,1.00);
TPad *cRight = new TPad("pad_1","pad_1",0.75,0.00,1.00,1.00);
cLeft->SetLeftMargin(0.15);
cLeft->SetRightMargin(0.025);
cRight->SetLeftMargin(0.025);
cLeft->Draw();
cRight->Draw();
float tYoffset = 1.0;
float labSize = 0.05;
float labSize2 = 0.06;
cLeft->cd();
cLeft->SetGridx();
cLeft->SetGridy();
TH1F *hPad = (TH1F*)gPad->DrawFrame(t1,0.9,t2,1.05);
hPad->GetXaxis()->SetTimeFormat("%d/%m%F1970-01-01 00:00:00");
hPad->GetXaxis()->SetTimeDisplay(1);
hPad->GetXaxis() -> SetRangeUser(MinTime[0]-43200,MaxTime[nBins-1]+43200);
hPad->GetXaxis()->SetTitle("date (day/month)");
if( strcmp(EBEE,"EB") == 0 )
hPad->GetYaxis()->SetTitle("Relative E/p scale");
else
hPad->GetYaxis()->SetTitle("Relative E/p scale");
hPad->GetYaxis()->SetTitleOffset(tYoffset);
hPad->GetXaxis()->SetLabelSize(labSize);
hPad->GetXaxis()->SetTitleSize(labSize2);
hPad->GetYaxis()->SetLabelSize(labSize);
hPad->GetYaxis()->SetTitleSize(labSize2);
hPad -> SetMinimum(yMIN);
hPad -> SetMaximum(yMAX);
// draw history plot
g_fit -> SetMarkerStyle(24);
g_fit -> SetMarkerSize(0.7);
g_fit -> SetMarkerColor(kRed+2);
g_fit -> SetLineColor(kRed+2);
g_fit -> Draw("P");
g_c_fit -> SetMarkerStyle(20);
g_c_fit -> SetMarkerColor(kGreen+2);
g_c_fit -> SetLineColor(kGreen+2);
g_c_fit -> SetMarkerSize(0.7);
g_c_fit -> Draw("P,same");
g_las -> SetLineColor(kAzure-2);
g_las -> SetLineWidth(2);
g_las -> Draw("L,same");
TLegend* legend = new TLegend(0.60,0.78,0.90,0.94);
legend -> SetLineColor(kWhite);
legend -> SetLineWidth(0);
legend -> SetFillColor(kWhite);
legend -> SetFillStyle(0);
legend -> SetTextFont(42);
legend -> SetTextSize(0.04);
legend -> AddEntry(g_c_fit,"with LM correction","PL");
legend -> AddEntry(g_fit, "without LM correction","PL");
legend -> AddEntry(g_las, "1 / LM correction","L");
legend -> Draw("same");
char latexBuffer[250];
sprintf(latexBuffer,"CMS 2012 Preliminary");
TLatex* latex = new TLatex(0.18,0.89,latexBuffer);
latex -> SetNDC();
latex -> SetTextFont(62);
latex -> SetTextSize(0.05);
latex -> Draw("same");
//sprintf(latexBuffer,"#sqrt{s} = 8 TeV L = 3.95 fb^{-1}");
sprintf(latexBuffer,"#sqrt{s} = 8 TeV");
TLatex* latex2 = new TLatex(0.18,0.84,latexBuffer);
latex2 -> SetNDC();
latex2 -> SetTextFont(42);
latex2 -> SetTextSize(0.05);
latex2 -> Draw("same");
if( strcmp(EBEE,"EB") == 0 )
sprintf(latexBuffer,"ECAL Barrel");
else
sprintf(latexBuffer,"ECAL Endcap");
TLatex* latex3 = new TLatex(0.18,0.19,latexBuffer);
latex3 -> SetNDC();
latex3 -> SetTextFont(42);
latex3 -> SetTextSize(0.05);
latex3 -> Draw("same");
//sprintf(latexBuffer,"%.2E events",1.*nSavePts);
//TLatex* latex4 = new TLatex(0.18,0.24,latexBuffer);
//latex4 -> SetNDC();
//latex4 -> SetTextFont(42);
//latex4 -> SetTextSize(0.04);
//latex4 -> Draw("same");
//
//sprintf(latexBuffer,"%d events/bin - %d bins",evtsPerPoint,nBins);
//TLatex* latex5 = new TLatex(0.18,0.19,latexBuffer);
//latex5 -> SetNDC();
//latex5 -> SetTextFont(42);
//latex5 -> SetTextSize(0.04);
//latex5 -> Draw("same");
cRight -> cd();
TPaveStats* s_EoP_spread = new TPaveStats();
TPaveStats* s_EoC_spread = new TPaveStats();
h_EoC_spread -> SetFillStyle(3001);
h_EoC_spread -> SetFillColor(kGreen+2);
h_EoC_spread->GetYaxis()->SetLabelSize(0.09);
h_EoC_spread->GetYaxis()->SetLabelOffset(-0.03);
h_EoC_spread->GetYaxis()->SetTitleSize(0.08);
h_EoC_spread->GetYaxis()->SetNdivisions(505);
h_EoC_spread->GetXaxis()->SetLabelOffset(1000);
h_EoC_spread -> Draw("hbar");
gPad -> Update();
s_EoC_spread = (TPaveStats*)(h_EoC_spread->GetListOfFunctions()->FindObject("stats"));
s_EoC_spread -> SetStatFormat("1.4g");
s_EoC_spread->SetX1NDC(0.06); //new x start position
s_EoC_spread->SetX2NDC(0.71); //new x end position
s_EoC_spread->SetY1NDC(0.93); //new x start position
s_EoC_spread->SetY2NDC(0.84); //new x end position
s_EoC_spread -> SetOptStat(1100);
s_EoC_spread ->SetTextColor(kGreen+2);
s_EoC_spread ->SetTextSize(0.08);
s_EoC_spread -> Draw("sames");
h_EoP_spread -> SetFillStyle(3001);
h_EoP_spread -> SetFillColor(kRed+2);
h_EoP_spread -> Draw("hbarsames");
gPad -> Update();
s_EoP_spread = (TPaveStats*)(h_EoP_spread->GetListOfFunctions()->FindObject("stats"));
s_EoP_spread -> SetStatFormat("1.4g");
s_EoP_spread->SetX1NDC(0.06); //new x start position
s_EoP_spread->SetX2NDC(0.71); //new x end position
s_EoP_spread->SetY1NDC(0.83); //new x start position
s_EoP_spread->SetY2NDC(0.74); //new x end position
s_EoP_spread ->SetOptStat(1100);
s_EoP_spread ->SetTextColor(kRed+2);
s_EoP_spread ->SetTextSize(0.08);
s_EoP_spread -> Draw("sames");
/*
h_EoP_spread -> SetFillStyle(3001);
h_EoP_spread -> SetFillColor(kRed+2);
h_EoP_spread -> Draw("hbarsame");
gPad -> Update();
*/
//------------------
// Final plot vs run
//------------------
TCanvas* cplot_run = new TCanvas("cplot_run", "history plot vs run",100,100,1000,500);
cplot_run->cd();
cLeft = new TPad("pad_0_run","pad_0_run",0.00,0.00,0.75,1.00);
cRight = new TPad("pad_1_run","pad_1_run",0.75,0.00,1.00,1.00);
cLeft->SetLeftMargin(0.15);
cLeft->SetRightMargin(0.025);
cRight->SetLeftMargin(0.025);
cLeft->Draw();
cRight->Draw();
tYoffset = 1.5;
labSize = 0.04;
labSize2 = 0.07;
cLeft->cd();
cLeft->SetGridx();
cLeft->SetGridy();
hPad = (TH1F*)gPad->DrawFrame(MinRun[0]-1000,0.9,MaxRun[nBins-1]+1000,1.05);
hPad->GetXaxis()->SetTitle("run");
if( strcmp(EBEE,"EB") == 0 )
hPad->GetYaxis()->SetTitle("Relative E/p scale");
else
hPad->GetYaxis()->SetTitle("Relative E/p scale");
hPad->GetYaxis()->SetTitleOffset(tYoffset);
hPad->GetXaxis()->SetLabelSize(labSize);
hPad->GetXaxis()->SetTitleSize(labSize);
hPad->GetYaxis()->SetLabelSize(labSize);
hPad->GetYaxis()->SetTitleSize(labSize);
hPad -> SetMinimum(yMIN);
hPad -> SetMaximum(yMAX);
// draw history plot
g_fit_run -> SetMarkerStyle(20);
g_fit_run -> SetMarkerSize(0.7);
g_fit_run -> SetMarkerColor(kRed+2);
g_fit_run -> SetLineColor(kRed+2);
g_fit_run -> Draw("P");
g_c_fit_run -> SetMarkerStyle(20);
g_c_fit_run -> SetMarkerColor(kGreen+2);
g_c_fit_run -> SetLineColor(kGreen+2);
g_c_fit_run -> SetMarkerSize(0.7);
g_c_fit_run -> Draw("P,same");
cRight -> cd();
s_EoP_spread = new TPaveStats();
s_EoC_spread = new TPaveStats();
h_EoC_spread_run -> SetFillStyle(3001);
h_EoC_spread_run -> SetFillColor(kGreen+2);
h_EoC_spread_run->GetYaxis()->SetLabelSize(labSize2);
h_EoC_spread_run->GetYaxis()->SetTitleSize(labSize2);
h_EoC_spread_run->GetYaxis()->SetNdivisions(505);
h_EoC_spread_run->GetYaxis()->SetLabelOffset(-0.02);
h_EoC_spread_run->GetXaxis()->SetLabelOffset(1000);
h_EoC_spread_run -> Draw("hbar");
gPad -> Update();
s_EoC_spread = (TPaveStats*)(h_EoC_spread_run->GetListOfFunctions()->FindObject("stats"));
s_EoC_spread ->SetTextColor(kGreen+2);
s_EoC_spread ->SetTextSize(0.06);
s_EoC_spread->SetX1NDC(0.49); //new x start position
s_EoC_spread->SetX2NDC(0.99); //new x end position
s_EoC_spread->SetY1NDC(0.875); //new x start position
s_EoC_spread->SetY2NDC(0.990); //new x end position
s_EoC_spread -> SetOptStat(1100);
s_EoC_spread -> Draw("sames");
h_EoP_spread_run -> SetFillStyle(3001);
h_EoP_spread_run -> SetFillColor(kRed+2);
h_EoP_spread_run -> Draw("hbarsames");
gPad -> Update();
s_EoP_spread = (TPaveStats*)(h_EoP_spread_run->GetListOfFunctions()->FindObject("stats"));
s_EoP_spread->SetX1NDC(0.49); //new x start position
s_EoP_spread->SetX2NDC(0.99); //new x end position
s_EoP_spread->SetY1NDC(0.750); //new x start position
s_EoP_spread->SetY2NDC(0.875); //new x end position
s_EoP_spread ->SetOptStat(1100);
s_EoP_spread ->SetTextColor(kRed+2);
s_EoP_spread ->SetTextSize(0.06);
s_EoP_spread -> Draw("sames");
c_chi2 -> Print((folderName+"/"+folderName+"_fitChi2.png").c_str(),"png");
c_scOccupancy -> Print((folderName+"/"+folderName+"_scOccupancy.png").c_str(),"png");
c_seedOccupancy -> Print((folderName+"/"+folderName+"_seedOccupancy.png").c_str(),"png");
cplot -> Print((folderName+"/"+folderName+"_history_vsTime.png").c_str(),"png");
cplot_run -> Print((folderName+"/"+folderName+"_history_vsRun.png").c_str(),"png");
c_chi2 -> Print((folderName+"/"+folderName+"_fitChi2.pdf").c_str(),"pdf");
c_scOccupancy -> Print((folderName+"/"+folderName+"_scOccupancy.pdf").c_str(),"pdf");
c_seedOccupancy -> Print((folderName+"/"+folderName+"_seedOccupancy.pdf").c_str(),"pdf");
cplot -> Print((folderName+"/"+folderName+"_history_vsTime.pdf").c_str(),"pdf");
cplot_run -> Print((folderName+"/"+folderName+"_history_vsRun.pdf").c_str(),"pdf");
cplot -> SaveAs((folderName+"/"+folderName+"_history_vsTime.C").c_str());
cplot_run -> SaveAs((folderName+"/"+folderName+"_history_vsRun.C").c_str());
o -> cd();
h_template -> Write();
h_scOccupancy_eta -> Write();
h_scOccupancy_phi -> Write();
h_seedOccupancy_EB -> Write();
h_seedOccupancy_EEp -> Write();
h_seedOccupancy_EEm -> Write();
g_fit -> Write("g_fit");
g_c_fit -> Write("g_c_fit");
g_fit_run -> Write("g_fit_run");
g_c_fit_run -> Write("g_c_fit_run");
g_las -> Write("g_las");
g_LT -> Write("g_LT");
h_EoP_chi2 -> Write();
h_EoC_chi2 -> Write();
//for(int i = 0; i < nBins; ++i)
//{
// h_EoP[i] -> GetXaxis() -> SetTitle("E/p");
// h_EoP[i] -> Write();
//
// h_EoC[i] -> GetXaxis() -> SetTitle("E/p");
// h_EoC[i] -> Write();
//
// h_Tsp[i] -> Write();
//
// h_Cvl[i] -> Write();
//}
o -> Close();
}
void plot(int mass) {
double myQCDRelUncert = 0.038;
double myEWKRelUncert = 0.131;
double myFakesRelUncert = 0.238;
double delta = 1.4;
double br = 0.05;
bool debug = false;
bool log = false;
double ymin = 0.001;
double ymax = 48;
static bool bMessage = false;
if (!bMessage) {
cout << "Values used as relative uncertainty (please check):" << endl;
cout << " QCD: " << myQCDRelUncert << endl;
cout << " EWK genuine tau: " << myEWKRelUncert << endl;
cout << " EWK fake tau: " << myFakesRelUncert << endl << endl;
bMessage = true;
}
cout << "Processing mass point: " << mass << " GeV/c2" << endl;
gStyle->SetOptFit(1);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetTitleFont(43, "xyz");
gStyle->SetTitleSize(33, "xyz");
gStyle->SetLabelFont(43, "xyz");
gStyle->SetLabelSize(27, "xyz");
//std::string infile = "EPS_data_nodeltaphi/hplus_100.root";
//std::string infile = "EPS_data_deltaphi160/hplus_100.root";
std::stringstream s;
s << "lands_histograms_hplushadronic_m" << mass << ".root";
std::string infile = s.str();
// Canvas
TCanvas *myCanvas = new TCanvas("myCanvas", "",0,0,600,600);
myCanvas->SetHighLightColor(2);
myCanvas->Range(0,0,1,1);
myCanvas->SetFillColor(0);
myCanvas->SetBorderMode(0);
myCanvas->SetBorderSize(2);
if (log)
myCanvas->SetLogy();
myCanvas->SetTickx(1);
myCanvas->SetTicky(1);
myCanvas->SetLeftMargin(0.16);
myCanvas->SetRightMargin(0.05);
myCanvas->SetTopMargin(0.05);
myCanvas->SetBottomMargin(0.08);
myCanvas->SetFrameFillStyle(0);
myCanvas->SetFrameBorderMode(0);
myCanvas->SetFrameFillStyle(0);
myCanvas->SetFrameBorderMode(0);
myCanvas->cd();
Int_t ci;
TFile* f = TFile::Open(infile.c_str());
s.str("");
s << "HW" << mass << "_1";
TH1* hw = (TH1*)f->Get(s.str().c_str());
s.str("");
s << "HH" << mass << "_1";
TH1* hh = (TH1*)f->Get(s.str().c_str());
TH1* data = (TH1*)f->Get("data_obs");
data->SetLineWidth(2);
data->SetMarkerStyle(20);
data->SetMarkerSize(1.2);
TH1* ewktau = (TH1*)f->Get("EWK_Tau");
ci = TColor::GetColor("#993399");
ewktau->SetFillColor(ci);
ewktau->SetLineWidth(0);
TH1* ewkDY = (TH1*)f->Get("EWK_DYx");
TH1* ewkVV = (TH1*)f->Get("EWK_VVx");
ewktau->Add(ewkDY);
ewktau->Add(ewkVV);
//TH1* qcd = (TH1*)f->Get("QCDInv");
TH1* qcd = (TH1*)f->Get("QCD");
ci = TColor::GetColor("#ffcc33");
qcd->SetFillColor(ci);
qcd->SetLineWidth(0);
TH1* fakett = (TH1*)f->Get("fake_tt");
ci = TColor::GetColor("#669900");
fakett->SetFillColor(ci);
fakett->SetLineWidth(0);
TH1* fakeW = (TH1*)f->Get("fake_W");
ci = TColor::GetColor("#cc3300");
fakeW->SetFillColor(ci);
fakeW->SetLineWidth(0);
TH1* faket = (TH1*)f->Get("fake_t");
TH1F *hFrame = new TH1F("hFrame","",20,0,400);
hFrame->SetMinimum(ymin);
if (log)
hFrame->SetMaximum(ymax*1.5);
else
hFrame->SetMaximum(ymax);
hFrame->SetDirectory(0);
hFrame->SetStats(0);
hFrame->SetLineStyle(0);
hFrame->SetMarkerStyle(20);
hFrame->SetXTitle("Transverse mass (#tau jet, E_{T}^{miss}), (GeV/c^{2})");
if (paperStatus)
hFrame->SetXTitle("Transverse mass (#tau_{h}, E_{T}^{miss}), (GeV/c^{2})");
hFrame->SetYTitle("Events / 20 GeV/c^{2}");
hFrame->GetXaxis()->SetTitleSize(0);
hFrame->GetXaxis()->SetLabelSize(0);
hFrame->GetYaxis()->SetTitleFont(43);
hFrame->GetYaxis()->SetTitleSize(27);
hFrame->GetYaxis()->SetTitleOffset(1.3);
// signal
hh->Scale(br*br);
hw->Scale(2*br*(1.0-br));
TH1* signal = (TH1*)hh->Clone();
signal->Add(hw);
ci = TColor::GetColor("#ff3399");
signal->SetLineColor(ci);
signal->SetLineStyle(2);
signal->SetLineWidth(2);
// Fakes
TH1* fakes = (TH1*)(fakett->Clone());
fakes->Add(fakeW);
fakes->Add(faket);
// stacked backgrounds
THStack *exp = new THStack();
exp->SetName("exp");
exp->SetTitle("exp");
exp->Add(fakes);
exp->Add(ewktau);
exp->Add(qcd);
exp->Add(signal);
TH1* hExpBkg = (TH1*)fakes->Clone();
hExpBkg->Add(ewktau);
hExpBkg->Add(qcd);
// uncertainty
TH1* uncert = (TH1*)fakeW->Clone();
uncert->Add(fakett);
uncert->Add(ewktau);
uncert->Add(qcd);
uncert->SetFillColor(1);
uncert->SetFillStyle(3344);
uncert->SetLineColor(0);
uncert->SetLineStyle(0);
uncert->SetLineWidth(0);
TH1* hExpBkgTotalUncert = (TH1*)uncert->Clone();
hExpBkgTotalUncert->SetFillStyle(3354);
TH1* hAgreement = (TH1*)data->Clone();
hAgreement->Divide(hExpBkg);
TGraphErrors* hAgreementRelUncert = new TGraphErrors(hAgreement->GetNbinsX());
hAgreementRelUncert->SetLineWidth(2);
hAgreementRelUncert->SetLineColor(kBlack);
for (int i = 1; i <= hFrame->GetNbinsX(); ++i) {
double myQCDTotalUncert = TMath::Power(qcd->GetBinError(i), 2)
+ TMath::Power(qcd->GetBinContent(i)*myQCDRelUncert, 2);
double myEWKTotalUncert = TMath::Power(ewktau->GetBinError(i), 2)
+ TMath::Power(ewktau->GetBinContent(i)*myEWKRelUncert, 2);
double myFakesTotalUncert = TMath::Power(fakes->GetBinError(i), 2)
+ TMath::Power(fakes->GetBinContent(i)*myFakesRelUncert, 2);
hExpBkgTotalUncert->SetBinError(i, TMath::Sqrt(myQCDTotalUncert + myEWKTotalUncert + myFakesTotalUncert));
if (hExpBkg->GetBinContent(i) > 0) {
hAgreementRelUncert->SetPoint(i-1, hExpBkg->GetBinCenter(i), data->GetBinContent(i) / hExpBkg->GetBinContent(i));
double myUncertData = 0;
if (data->GetBinContent(i) > 0)
myUncertData = TMath::Power(data->GetBinError(i) / data->GetBinContent(i), 2);
double myUncertBkg = (myQCDTotalUncert + myEWKTotalUncert + myFakesTotalUncert) / TMath::Power(hExpBkg->GetBinContent(i), 2);
hAgreementRelUncert->SetPointError(i-1, 0, data->GetBinContent(i) / hExpBkg->GetBinContent(i) * TMath::Sqrt(myUncertData + myUncertBkg));
} else {
hAgreementRelUncert->SetPoint(i-1, hExpBkg->GetBinCenter(i), 0);
hAgreementRelUncert->SetPointError(i-1, 0, 0);
}
if (debug) {
cout << "Point: " << hAgreementRelUncert->GetX()[i-1]-10 << "-" << hAgreementRelUncert->GetX()[i-1]+10
<< " GeV/c2, agreement: " << hAgreementRelUncert->GetY()[i-1] << ", uncert: " << hAgreement->GetBinError(i) << ", " << hAgreementRelUncert->GetErrorY(i-1) << endl;
cout << " bkg. stat. uncert. " << hExpBkg->GetBinError(i) << " (i.e. " << hExpBkg->GetBinError(i) / hExpBkg->GetBinContent(i) * 100.0 << " %)"
<< ", stat+syst uncert. " << TMath::Sqrt(myQCDTotalUncert + myEWKTotalUncert + myFakesTotalUncert)
<< " (i.e. " << TMath::Sqrt(myQCDTotalUncert + myEWKTotalUncert + myFakesTotalUncert) / hExpBkg->GetBinContent(i) * 100.0 << " %)" << endl;
}
}
// Agreement pad
TPad* pad = new TPad("ratiopad","ratiopad",0.,0.,1.,.3);
pad->Draw();
pad->cd();
pad->Range(0,0,1,1);
pad->SetFillColor(0);
pad->SetFillStyle(4000);
pad->SetBorderMode(0);
pad->SetBorderSize(2);
pad->SetTickx(1);
pad->SetTicky(1);
pad->SetLeftMargin(0.16);
pad->SetRightMargin(0.05);
pad->SetTopMargin(0);
pad->SetBottomMargin(0.34);
pad->SetFrameFillStyle(0);
pad->SetFrameBorderMode(0);
// Plot here ratio
if (1.0-delta > 0)
hAgreement->SetMinimum(1.0-delta);
else
hAgreement->SetMinimum(0.);
hAgreement->SetMaximum(1.0+delta);
hAgreement->GetXaxis()->SetLabelOffset(0.007);
hAgreement->GetXaxis()->SetLabelFont(43);
hAgreement->GetXaxis()->SetLabelSize(27);
hAgreement->GetYaxis()->SetLabelFont(43);
hAgreement->GetYaxis()->SetLabelSize(27);
hAgreement->GetYaxis()->SetLabelOffset(0.007);
hAgreement->GetYaxis()->SetNdivisions(505);
hAgreement->GetXaxis()->SetTitleFont(43);
hAgreement->GetYaxis()->SetTitleFont(43);
hAgreement->GetXaxis()->SetTitleSize(33);
hAgreement->GetYaxis()->SetTitleSize(33);
hAgreement->SetTitleSize(27, "xyz");
hAgreement->GetXaxis()->SetTitleOffset(3.2);
hAgreement->GetYaxis()->SetTitleOffset(1.3);
hAgreement->SetXTitle(hFrame->GetXaxis()->GetTitle());
hAgreement->SetYTitle("Data/#Sigmabkg");
hAgreement->Draw("e2");
// Plot line at zero
TH1* hAgreementLine = dynamic_cast<TH1*>(hAgreement->Clone());
for (int i = 1; i <= hAgreementLine->GetNbinsX(); ++i) {
hAgreementLine->SetBinContent(i,1.0);
hAgreementLine->SetBinError(i,0.0);
}
hAgreementLine->SetLineColor(kRed);
hAgreementLine->SetLineWidth(2);
hAgreementLine->SetLineStyle(3);
hAgreementLine->Draw("hist same");
hAgreement->Draw("same");
hAgreementRelUncert->Draw("[]");
pad->RedrawAxis();
myCanvas->cd();
TPad* plotpad = new TPad("plotpad", "plotpad",0,0.3,1.,1.);
plotpad->Draw();
plotpad->cd();
plotpad->Range(0,0,1,1);
plotpad->SetFillColor(0);
plotpad->SetFillStyle(4000);
plotpad->SetBorderMode(0);
plotpad->SetBorderSize(2);
//if (logy)
// plotpad->SetLogy();
plotpad->SetTickx(1);
plotpad->SetTicky(1);
plotpad->SetLeftMargin(0.16);
plotpad->SetRightMargin(0.05);
plotpad->SetTopMargin(0.065);
plotpad->SetBottomMargin(0.0);
plotpad->SetFrameFillStyle(0);
plotpad->SetFrameBorderMode(0);
hFrame->GetXaxis()->SetTitleSize(0);
hFrame->GetXaxis()->SetLabelSize(0);
hFrame->GetYaxis()->SetTitleFont(43);
hFrame->GetYaxis()->SetTitleSize(33);
hFrame->GetYaxis()->SetTitleOffset(1.3);
// Draw objects
hFrame->Draw();
exp->Draw("hist same");
uncert->Draw("E2 same");
hExpBkgTotalUncert->Draw("E2 same");
// Data
data->Draw("same");
//signal->Draw("same");
TLegend *leg = new TLegend(0.53,0.6,0.87,0.91,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextFont(63);
leg->SetTextSize(18);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(kWhite);
//leg->SetFillStyle(4000); // enabling this will cause the plot to be erased from the pad
TLegendEntry* entry = leg->AddEntry(data, "Data", "P");
s.str("");
s << "with H^{#pm}#rightarrow#tau^{#pm}#nu";
entry = leg->AddEntry(signal, s.str().c_str(), "L");
entry = leg->AddEntry(qcd, "QCD (meas.)", "F");
entry = leg->AddEntry(ewktau, "EWK genuine #tau (meas.)", "F");
entry = leg->AddEntry(fakes, "EWK fake #tau (MC)", "F");
entry = leg->AddEntry(uncert, "stat. uncert.", "F");
entry = leg->AddEntry(hExpBkgTotalUncert, "stat. #oplus syst. uncert.", "F");
leg->Draw();
string myTitle = "CMS Preliminary";
if (paperStatus)
myTitle = "CMS";
TLatex *tex = new TLatex(0.62,0.945,myTitle.c_str());
tex->SetNDC();
tex->SetTextFont(43);
tex->SetTextSize(27);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.2,0.945,"#sqrt{s} = 7 TeV");
tex->SetNDC();
tex->SetTextFont(43);
tex->SetTextSize(27);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.43,0.945,"2.2 fb^{-1}");
tex->SetNDC();
tex->SetTextFont(43);
tex->SetTextSize(27);
tex->SetLineWidth(2);
tex->Draw();
s.str("");
s << "m_{H^{#pm}} = " << mass << " GeV/c^{2}";
tex = new TLatex(0.28,0.865,s.str().c_str());
tex->SetNDC();
tex->SetTextFont(63);
tex->SetTextSize(20);
tex->SetLineWidth(2);
tex->Draw();
s.str("");
s << "BR(t#rightarrowbH^{#pm})=" << setprecision(2) << br;
tex = new TLatex(0.28,0.805,s.str().c_str());
tex->SetNDC();
tex->SetTextFont(63);
tex->SetTextSize(20);
tex->SetLineWidth(2);
tex->Draw();
plotpad->RedrawAxis();
plotpad->Modified();
s.str("");
s << "mT_datadriven_m" << mass << ".png";
myCanvas->Print(s.str().c_str());
s.str("");
s << "mT_datadriven_m" << mass << ".C";
myCanvas->Print(s.str().c_str());
s.str("");
s << "mT_datadriven_m" << mass << ".eps";
myCanvas->Print(s.str().c_str());
}
void AccTimesEff::Loop()
{
TStopwatch timer;
timer.Start();
// parameters /////////////////////////////////////////////////////////////
vector<TString> files;
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9999ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-750_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_10000ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9998ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1250_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9998ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9997ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-1750_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9997ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-2000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9999ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-2500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9999ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-3000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_10000ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-3500_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9898ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-4000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9998ev.root");
files.push_back("file:////user/treis/mcsamples/ZprimeToEMu_M-5000_noAccCuts_TuneZ2star_8TeV_madgraph_treis-Summer12_DR53X_PU_S10_START53_V7C1-v1_9966ev.root");
string outfileName = "accTimesEffHistos";
// output file formats
const bool saveSpec = 0;
const bool saveAsPdf = 0;
const bool saveAsPng = 1;
const bool saveAsRoot = 0;
TString plotDir = "./plots/";
int font = 42; //62
// selection cuts /////////////////////////////////////////////////////////
float elePtCut = 35.;
float muPtCut = 35.;
float minInvMass = 0.;
TH1::SetDefaultSumw2(kTRUE);
///////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////
TH1F *hGenEvts = new TH1F("hGenEvts", "hGenEvts", 145, 0., 5010.);
hGenEvts->GetXaxis()->SetTitle("M_{Z'}^{truth}");
hGenEvts->GetXaxis()->SetTitleFont(font);
hGenEvts->GetXaxis()->SetLabelFont(font);
hGenEvts->GetYaxis()->SetTitle("Events");
hGenEvts->GetYaxis()->SetTitleFont(font);
hGenEvts->GetYaxis()->SetLabelFont(font);
hGenEvts->GetYaxis()->SetTitleOffset(1.2);
hGenEvts->SetLineColor(kBlack);
hGenEvts->SetLineWidth(2);
hGenEvts->SetMarkerStyle(20);
hGenEvts->SetMarkerColor(kBlack);
TH1F *hGenEvtsEleInAcc = (TH1F*)hGenEvts->Clone("hGenEvtsEleInAcc");
TH1F *hGenEvtsEleInAccEB = (TH1F*)hGenEvts->Clone("hGenEvtsEleInAccEB");
TH1F *hGenEvtsEleInAccEE = (TH1F*)hGenEvts->Clone("hGenEvtsEleInAccEE");
TH1F *hGenEvtsMuInAcc = (TH1F*)hGenEvts->Clone("hGenEvtsMuInAcc");
TH1F *hGenEvtsInAcc = (TH1F*)hGenEvts->Clone("hGenEvtsInAcc");
TH1F *hTrgEvts = (TH1F*)hGenEvts->Clone("hTrgEvts");
hTrgEvts->SetTitle("hTrgEvts");
TH1F *hRecoEvts = (TH1F*)hGenEvts->Clone("hRecoEvts");
hRecoEvts->SetTitle("hRecoEvts");
TH1F *hRecoEvtsEB = (TH1F*)hRecoEvts->Clone("hRecoEvtsEB");
TH1F *hRecoEvtsEE = (TH1F*)hRecoEvts->Clone("hRecoEvtsEE");
TH1F *hRecoEleEvts = (TH1F*)hRecoEvts->Clone("hRecoEleEvts");
TH1F *hRecoEleEvtsEB = (TH1F*)hRecoEvts->Clone("hRecoEleEvtsEB");
TH1F *hRecoEleEvtsEE = (TH1F*)hRecoEvts->Clone("hRecoEleEvtsEE");
TH1F *hRecoMuEvts = (TH1F*)hRecoEvts->Clone("hRecoMuEvts");
TH1F *hRecoNoTrgEvts = (TH1F*)hGenEvts->Clone("hRecoNoTrgEvts");
hRecoNoTrgEvts->SetTitle("hRecoNoTrgEvts");
TH1F *hRecoNoTrgEvtsEB = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEvtsEB");
TH1F *hRecoNoTrgEvtsEE = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEvtsEE");
TH1F *hRecoNoTrgEleEvts = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEleEvts");
TH1F *hRecoNoTrgEleEvtsEB = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEleEvtsEB");
TH1F *hRecoNoTrgEleEvtsEE = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgEleEvtsEE");
TH1F *hRecoNoTrgMuEvts = (TH1F*)hRecoNoTrgEvts->Clone("hRecoNoTrgMuEvts");
TH1F* hAcc;
TH1F* hAccEle;
TH1F* hAccEleEB;
TH1F* hAccEleEE;
TH1F* hAccMu;
TH1F* hAccTimesTrgEff;
TH1F* hTrgEff;
TH1F* hAccTimesEff;
TH1F* hAccTimesEffEB;
TH1F* hAccTimesEffEE;
TH1F* hAccTimesEffEle;
TH1F* hAccTimesEffEleEB;
TH1F* hAccTimesEffEleEE;
TH1F* hAccTimesEffMu;
TH1F* hAccTimesEffNoTrg;
//TH1F* hAccTimesEffNoTrgEB;
//TH1F* hAccTimesEffNoTrgEE;
TH1F* hAccTimesEffNoTrgEle;
TH1F* hAccTimesEffNoTrgEleEB;
TH1F* hAccTimesEffNoTrgEleEE;
TH1F* hAccTimesEffNoTrgMu;
TH1F* hEffAftTrg;
TH1F* hEffAftTrgEle;
TH1F* hEffAftTrgEleEB;
TH1F* hEffAftTrgEleEE;
TH1F* hEffAftTrgMu;
TH1F* hTrgRecoVsReco;
//TH1F* hTrgRecoVsRecoEB;
//TH1F* hTrgRecoVsRecoEE;
TH1F* hTrgRecoVsRecoEle;
TH1F* hTrgRecoVsRecoEleEB;
TH1F* hTrgRecoVsRecoEleEE;
TH1F* hTrgRecoVsRecoMu;
// output file
stringstream ssOutfile;
ssOutfile << outfileName << ".root";
TFile *output = new TFile(ssOutfile.str().c_str(), "recreate");
///////////////////////////////////////////////////////////////////////////
//LOOP OVER FILES
///////////////////////////////////////////////////////////////////////////
for (unsigned int p = 0; p < files.size(); ++p) {
TFile* input = new TFile(files[p]);
TTree *thetree = (TTree*)input->Get("gsfcheckerjob/tree");
Init(thetree);
Long64_t nentries = fChain->GetEntriesFast();
cout << nentries << " events" << endl;
unsigned int evCounter = 0;
/////////////////////////////////////////////////////////////////////////////////////////////
//LOOP OVER EVENTS
/////////////////////////////////////////////////////////////////////////////////////////////
//nentries = 10000;
for (Long64_t jentry = 0; jentry < nentries; ++jentry) {
Long64_t ientry = LoadTree(jentry);
if (ientry < 0) break;
fChain->GetEntry(jentry);
// if (Cut(ientry) < 0) continue;
//if (jentry % 50000 == 0) cout << "Processing event " << jentry << endl;
thetree->GetEntry(jentry);
// fill the gen histograms
hGenEvts->Fill(genelemom_mass[0]);
// fill the acc histograms
if (hardGenEle_pt[0] > elePtCut) {
if (fabs(hardGenEle_eta[0]) < 1.442) {
hGenEvtsEleInAcc->Fill(genelemom_mass[0]);
hGenEvtsEleInAccEB->Fill(genelemom_mass[0]);
}
else if (fabs(hardGenEle_eta[0]) > 1.56 && fabs(hardGenEle_eta[0]) < 2.5) {
hGenEvtsEleInAcc->Fill(genelemom_mass[0]);
hGenEvtsEleInAccEE->Fill(genelemom_mass[0]);
}
}
if (hardGenMu_pt[0] > muPtCut && fabs(hardGenMu_eta[0]) < 2.4) {
hGenEvtsMuInAcc->Fill(genelemom_mass[0]);
if (fabs(hardGenEle_eta[0]) < 1.442 || (fabs(hardGenEle_eta[0]) > 1.56 && fabs(hardGenEle_eta[0]) < 2.5)) {
if (hardGenEle_pt[0] > elePtCut) hGenEvtsInAcc->Fill(genelemom_mass[0]);
}
}
// trigger?
if (HLT_Mu22_Photon22_CaloIdL) hTrgEvts->Fill(genelemom_mass[0]);
// at least one gsf electron and one muon above the threshold
if (gsf_size < 1 || muon_size < 1) continue;
vector<int> GSF_passHEEP;
vector<int> MU_passGOOD;
/////////////////////////////////////////////////////////////////////////////////////////////
//loop over electrons
for (int j = 0; j < gsf_size; ++j) {
//cleaning: fake electrons from muons
bool fakeEle = false;
for (int k = 0; k < muon_size; ++k) {
float DeltaR = deltaR(gsf_eta[j], gsf_phi[j], muon_eta[k], muon_phi[k]);
if (DeltaR < 0.1) {
fakeEle = true;
break;
}
}
if (fakeEle) continue;
if (PassHEEP(j)) GSF_passHEEP.push_back(j);
}
//loop over muons
for (int j = 0; j < muon_size; ++j) {
if (PassHighPtMu(j)) MU_passGOOD.push_back(j);
}
if (GSF_passHEEP.size() == 1) {
if (HLT_Mu22_Photon22_CaloIdL) {
hRecoEleEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoEleEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoEleEvtsEE->Fill(genelemom_mass[0]);
}
hRecoNoTrgEleEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoNoTrgEleEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoNoTrgEleEvtsEE->Fill(genelemom_mass[0]);
}
if (MU_passGOOD.size() == 1) {
if (HLT_Mu22_Photon22_CaloIdL) hRecoMuEvts->Fill(genelemom_mass[0]);
hRecoNoTrgMuEvts->Fill(genelemom_mass[0]);
}
// veto when there are more than one good candidates
if (GSF_passHEEP.size() != 1 || MU_passGOOD.size() != 1) continue;
//HEEP ele + GOOD muon
TLorentzVector ele1;
TLorentzVector mu1;
ele1.SetPtEtaPhiM(gsf_gsfet[GSF_passHEEP[0]], gsf_eta[GSF_passHEEP[0]], gsf_phi[GSF_passHEEP[0]], 0.000511);
mu1.SetPtEtaPhiM(muon_pt[MU_passGOOD[0]], muon_eta[MU_passGOOD[0]], muon_phi[MU_passGOOD[0]], 0.10566);
double invMass = (ele1 + mu1).M();
//MASS CUT
if (invMass < minInvMass) continue;
if (HLT_Mu22_Photon22_CaloIdL) {
hRecoEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoEvtsEE->Fill(genelemom_mass[0]);
}
hRecoNoTrgEvts->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) < 1.5) hRecoNoTrgEvtsEB->Fill(genelemom_mass[0]);
if (fabs(gsfsc_eta[GSF_passHEEP[0]]) > 1.5) hRecoNoTrgEvtsEE->Fill(genelemom_mass[0]);
++evCounter;
///////////////////////////////////////////////////////////////////////
} //END LOOP OVER EVENTS
//////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////
} //END LOOP OVER FILES
//////////////////////////////////////////////////////////////////////////
hAcc = (TH1F*)hGenEvtsInAcc->Clone("hAcc");
hAccEle = (TH1F*)hGenEvtsEleInAcc->Clone("hAccEle");
hAccEleEB = (TH1F*)hGenEvtsEleInAccEB->Clone("hAccEleEB");
hAccEleEE = (TH1F*)hGenEvtsEleInAccEE->Clone("hAccEleEE");
hAccMu = (TH1F*)hGenEvtsMuInAcc->Clone("hAccMu");
hAccTimesTrgEff = (TH1F*)hTrgEvts->Clone("hAccTimesTrgEff");
hTrgEff = (TH1F*)hTrgEvts->Clone("hTrgEff");
hAccTimesEff = (TH1F*)hRecoEvts->Clone("hAccTimesEff");
hAccTimesEffEB = (TH1F*)hRecoEvtsEB->Clone("hAccTimesEffEB");
hAccTimesEffEE = (TH1F*)hRecoEvtsEE->Clone("hAccTimesEffEE");
hAccTimesEffEle = (TH1F*)hRecoEleEvts->Clone("hAccTimesEffEle");
hAccTimesEffEleEB = (TH1F*)hRecoEleEvtsEB->Clone("hAccTimesEffEleEB");
hAccTimesEffEleEE = (TH1F*)hRecoEleEvtsEE->Clone("hAccTimesEffEleEE");
hAccTimesEffMu = (TH1F*)hRecoMuEvts->Clone("hAccTimesEffMu");
hAccTimesEffNoTrg = (TH1F*)hRecoNoTrgEvts->Clone("hAccTimesEffNoTrg");
//hAccTimesEffNoTrgEB = (TH1F*)hRecoNoTrgEvtsEB->Clone("hAccTimesEffNoTrgEB");
//hAccTimesEffNoTrgEE = (TH1F*)hRecoNoTrgEvtsEE->Clone("hAccTimesEffNoTrgEE");
hAccTimesEffNoTrgEle = (TH1F*)hRecoNoTrgEleEvts->Clone("hAccTimesEffNoTrgEle");
hAccTimesEffNoTrgEleEB = (TH1F*)hRecoNoTrgEleEvtsEB->Clone("hAccTimesEffNoTrgEleEB");
hAccTimesEffNoTrgEleEE = (TH1F*)hRecoNoTrgEleEvtsEE->Clone("hAccTimesEffNoTrgEleEE");
hAccTimesEffNoTrgMu = (TH1F*)hRecoNoTrgMuEvts->Clone("hAccTimesEffNoTrgMu");
hEffAftTrg = (TH1F*)hRecoEvts->Clone("hAccTimesEff");
hEffAftTrgEle = (TH1F*)hRecoEleEvts->Clone("hAccTimesEffEle");
hEffAftTrgEleEB = (TH1F*)hRecoEleEvtsEB->Clone("hAccTimesEffEleEB");
hEffAftTrgEleEE = (TH1F*)hRecoEleEvtsEE->Clone("hAccTimesEffEleEE");
hEffAftTrgMu = (TH1F*)hRecoMuEvts->Clone("hAccTimesEffMu");
hTrgRecoVsReco = (TH1F*)hRecoEvts->Clone("hTrgRecoVsReco");
//hTrgRecoVsRecoEB = (TH1F*)hRecoEvtsEB->Clone("hTrgRecoVsRecoEB");
//hTrgRecoVsRecoEE = (TH1F*)hRecoEvtsEE->Clone("hTrgRecoVsRecoEE");
hTrgRecoVsRecoEle = (TH1F*)hRecoEleEvts->Clone("hTrgRecoVsRecoEle");
hTrgRecoVsRecoEleEB = (TH1F*)hRecoEleEvtsEB->Clone("hTrgRecoVsRecoEleEB");
hTrgRecoVsRecoEleEE = (TH1F*)hRecoEleEvtsEE->Clone("hTrgRecoVsRecoEleEE");
hTrgRecoVsRecoMu = (TH1F*)hRecoMuEvts->Clone("hTrgRecoVsRecoMu");
hAcc->Divide(hGenEvts);
hAccEle->Divide(hGenEvts);
hAccEleEB->Divide(hGenEvts);
hAccEleEE->Divide(hGenEvts);
hAccMu->Divide(hGenEvts);
hAccTimesTrgEff->Divide(hGenEvts);
hTrgEff->Divide(hGenEvtsInAcc);
hAccTimesEff->Divide(hGenEvts);
hAccTimesEffEB->Divide(hGenEvts);
hAccTimesEffEE->Divide(hGenEvts);
hAccTimesEffEle->Divide(hGenEvts);
hAccTimesEffEleEB->Divide(hGenEvts);
hAccTimesEffEleEE->Divide(hGenEvts);
hAccTimesEffMu->Divide(hGenEvts);
hAccTimesEffNoTrg->Divide(hGenEvts);
//hAccTimesEffNoTrgEB->Divide(hGenEvts);
//hAccTimesEffNoTrgEE->Divide(hGenEvts);
hAccTimesEffNoTrgEle->Divide(hGenEvts);
hAccTimesEffNoTrgEleEB->Divide(hGenEvts);
hAccTimesEffNoTrgEleEE->Divide(hGenEvts);
hAccTimesEffNoTrgMu->Divide(hGenEvts);
hEffAftTrg->Divide(hTrgEvts);
hEffAftTrgEle->Divide(hTrgEvts);
hEffAftTrgEleEB->Divide(hTrgEvts);
hEffAftTrgEleEE->Divide(hTrgEvts);
hEffAftTrgMu->Divide(hTrgEvts);
hTrgRecoVsReco->Divide(hRecoNoTrgEvts);
//hTrgRecoVsRecoEB->Divide(hRecoNoTrgEvtsEB);
//hTrgRecoVsRecoEE->Divide(hRecoNoTrgEvtsEE);
hTrgRecoVsRecoEle->Divide(hRecoNoTrgEleEvts);
hTrgRecoVsRecoEleEB->Divide(hRecoNoTrgEleEvtsEB);
hTrgRecoVsRecoEleEE->Divide(hRecoNoTrgEleEvtsEE);
hTrgRecoVsRecoMu->Divide(hRecoNoTrgMuEvts);
// plot
TCanvas *accTimesEffPlot = new TCanvas("accTimesEffPlot", "acc x eff", 100, 100, 600, 600);
TPad *accTimesEffPad = new TPad("accTimesEffPad", "acc x eff pad", 0., 0., 1., 1.);
accTimesEffPad->SetBottomMargin(0.12);
accTimesEffPad->SetBorderMode(0);
accTimesEffPad->SetBorderSize(2);
accTimesEffPad->SetFrameBorderMode(0);
accTimesEffPad->SetFillColor(0);
accTimesEffPad->SetFrameFillColor(0);
accTimesEffPad->SetLeftMargin(0.11);
accTimesEffPad->SetRightMargin(0.09);
accTimesEffPad->SetTopMargin(0.08);
accTimesEffPad->SetTickx(1);
accTimesEffPad->SetTicky(1);
accTimesEffPad->Draw();
accTimesEffPad->cd();
gStyle->SetTitleFont(font);
gStyle->SetLabelFont(font);
gStyle->SetLegendFont(font);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetOptFit(1111);
gStyle->SetTitleXOffset(1.);
gStyle->SetTitleYOffset(1.3);
gPad->SetTicks(1, 1);
gPad->SetGrid(1, 1);
TH1F* hAccTimesEff2 = (TH1F*)hAccTimesEff->Clone("hAccTimesEff2");
TF1 *fitFunc = new TF1("fitFunc", "[0] + [1]/ (x + [2]) + [3]*x", 10., 5010.);
//TF1 *fitFuncEB = new TF1("fitFuncEB", "[0] + [1]/ (x + [2])", 10., 5010.);
TF1 *fitFuncEB = new TF1("fitFuncEB", "[0] + [1]/ (x + [2]) + [3]*x", 10., 5010.);
TF1 *fitFuncEE = new TF1("fitFuncEE", "[0] + [1]/ (x*x + [2])", 10., 5010.);
fitFunc->SetLineColor(kBlue);
fitFuncEB->SetLineColor(kBlue);
fitFuncEE->SetLineColor(kBlue);
hAccTimesEff->Fit("fitFunc", "", "", 480., 5010.);
hAccTimesEffEB->Fit("fitFuncEB", "", "", 480., 5010.);
hAccTimesEffEE->Fit("fitFuncEE", "", "", 480., 5010.);
cout << "Chi^2 / NDF: " << fitFunc->GetChisquare() << " / " << fitFunc->GetNDF() << ", prob: " << fitFunc->GetProb() << endl;
cout << "Chi^2 / NDF EB: " << fitFuncEB->GetChisquare() << " / " << fitFuncEB->GetNDF() << ", prob: " << fitFuncEB->GetProb() << endl;
cout << "Chi^2 / NDF EE: " << fitFuncEE->GetChisquare() << " / " << fitFuncEE->GetNDF() << ", prob: " << fitFuncEE->GetProb() << endl;
hAccTimesEff->GetYaxis()->SetTitle("acc x eff");
hAccTimesEff->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEff->Draw();
TLatex *tex = new TLatex(0.22, 0.21, "P(M|p0,p1,p2,p3) = p0 + #frac{p1}{M+p2} + p3*M");
tex->SetNDC();
tex->SetTextFont(font);
tex->SetLineWidth(2);
tex->SetTextSize(0.03);
tex->Draw();
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.17, 0.85, "trg + electron + muon");
TCanvas *accTimesEffPlotEB = new TCanvas("accTimesEffPlotEB", "acc x eff, barrel electron + muon", 100, 100, 600, 600);
TPad *accTimesEffPadEB = (TPad*)accTimesEffPad->Clone("accTimesEffPadEB");
accTimesEffPadEB->Draw();
accTimesEffPadEB->cd();
hAccTimesEffEB->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffEB->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffEB->Draw();
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
//tex->DrawLatex(0.46, 0.21, "P(M|p0,p1,p2) = p0 + #frac{p1}{M+p2}");
tex->DrawLatex(0.22, 0.21, "P(M|p0,p1,p2,p3) = p0 + #frac{p1}{M+p2} + p3*M");
tex->DrawLatex(0.17, 0.85, "trg + barrel electron + muon");
TCanvas *accTimesEffPlotEE = new TCanvas("accTimesEffPlotEE", "acc x eff, endcap electron + muon", 100, 100, 600, 600);
TPad *accTimesEffPadEE = (TPad*)accTimesEffPad->Clone("accTimesEffPadEE");
accTimesEffPadEE->Draw();
accTimesEffPadEE->cd();
hAccTimesEffEE->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffEE->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffEE->Draw();
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.45, 0.38, "P(M|p0,p1,p2) = p0 + #frac{p1}{M^{2}+p2}");
tex->DrawLatex(0.17, 0.85, "trg + endcap electron + muon");
TCanvas *accTimesEffObjPlot = new TCanvas("accTimesEffObjPlot", "acc x eff, objects", 100, 100, 600, 600);
TPad *accTimesEffObjPad = (TPad*)accTimesEffPad->Clone("accTimesEffObjPad");
accTimesEffObjPad->Draw();
accTimesEffObjPad->cd();
hAccTimesEffEle->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffEle->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffEle->SetMarkerStyle(kFullSquare);
hAccTimesEffEle->SetMarkerColor(kViolet);
hAccTimesEffEle->SetLineColor(kViolet);
hAccTimesEffEle->Draw();
hAccTimesEffEleEB->SetMarkerStyle(kFullTriangleUp);
hAccTimesEffEleEB->SetMarkerColor(kRed);
hAccTimesEffEleEB->SetLineColor(kRed);
hAccTimesEffEleEB->Draw("same");
hAccTimesEffEleEE->SetMarkerStyle(kFullTriangleDown);
hAccTimesEffEleEE->SetMarkerColor(kBlue);
hAccTimesEffEleEE->SetLineColor(kBlue);
hAccTimesEffEleEE->Draw("same");
hAccTimesEffMu->SetMarkerStyle(34);
hAccTimesEffMu->SetMarkerColor(kGreen+1);
hAccTimesEffMu->SetLineColor(kGreen+1);
hAccTimesEffMu->Draw("same");
hAccTimesEff2->Draw("same");
TLegend* legend = new TLegend(0.592, 0.279, 0.881, 0.467);
legend->SetTextFont(font);
legend->SetTextSize(0.03);
legend->SetBorderSize(0);
legend->SetLineColor(1);
legend->SetLineStyle(1);
legend->SetLineWidth(1);
legend->SetFillColor(19);
legend->SetFillStyle(0);
legend->AddEntry(hAccTimesEff, "total acc x eff");
legend->AddEntry(hAccTimesEffMu, "muons");
legend->AddEntry(hAccTimesEffEle, "all electrons");
legend->AddEntry(hAccTimesEffEleEB, "barrel electrons");
legend->AddEntry(hAccTimesEffEleEE, "endcap electrons");
legend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.17, 0.85, "trg: HLT_Mu22_Photon22_CaloIdL");
// acc x eff with no trg applied
TCanvas *accTimesEffNoTrgObjPlot = new TCanvas("accTimesEffNoTrgObjPlot", "acc x eff, no trigger, objects", 100, 100, 600, 600);
TPad *accTimesEffNoTrgObjPad = (TPad*)accTimesEffPad->Clone("accTimesEffNoTrgObjPad");
accTimesEffNoTrgObjPad->Draw();
accTimesEffNoTrgObjPad->cd();
hAccTimesEffNoTrgEle->GetYaxis()->SetTitle("acc x eff");
hAccTimesEffNoTrgEle->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesEffNoTrgEle->SetMarkerStyle(kFullSquare);
hAccTimesEffNoTrgEle->SetMarkerColor(kViolet);
hAccTimesEffNoTrgEle->SetLineColor(kViolet);
hAccTimesEffNoTrgEle->Draw();
hAccTimesEffNoTrgEleEB->SetMarkerStyle(kFullTriangleUp);
hAccTimesEffNoTrgEleEB->SetMarkerColor(kRed);
hAccTimesEffNoTrgEleEB->SetLineColor(kRed);
hAccTimesEffNoTrgEleEB->Draw("same");
hAccTimesEffNoTrgEleEE->SetMarkerStyle(kFullTriangleDown);
hAccTimesEffNoTrgEleEE->SetMarkerColor(kBlue);
hAccTimesEffNoTrgEleEE->SetLineColor(kBlue);
hAccTimesEffNoTrgEleEE->Draw("same");
hAccTimesEffNoTrgMu->SetMarkerStyle(34);
hAccTimesEffNoTrgMu->SetMarkerColor(kGreen+1);
hAccTimesEffNoTrgMu->SetLineColor(kGreen+1);
hAccTimesEffNoTrgMu->Draw("same");
hAccTimesEffNoTrg->Draw("same");
TLegend* accXeffNoTrg = (TLegend*)legend->Clone("effAftTrgLegend");
accXeffNoTrg->Clear();
accXeffNoTrg->AddEntry(hAccTimesEffNoTrg, "total acc x eff");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgMu, "muons");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgEle, "all electrons");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgEleEB, "barrel electrons");
accXeffNoTrg->AddEntry(hAccTimesEffNoTrgEleEE, "endcap electrons");
accXeffNoTrg->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.17, 0.85, "trg: none");
// efficiency on triggered events
TCanvas *effAftTrgPlot = new TCanvas("effAftTrgPlot", "efficiency after trigger", 100, 100, 600, 600);
TPad *effAftTrgPad = (TPad*)accTimesEffPad->Clone("effAftTrgPad");
effAftTrgPad->Draw();
effAftTrgPad->cd();
hEffAftTrgEle->GetYaxis()->SetTitle("eff");
hEffAftTrgEle->GetYaxis()->SetRangeUser(0., 1.);
hEffAftTrgEle->SetMarkerStyle(kFullSquare);
hEffAftTrgEle->SetMarkerColor(kViolet);
hEffAftTrgEle->SetLineColor(kViolet);
hEffAftTrgEle->Draw();
hEffAftTrgEleEB->SetMarkerStyle(kFullTriangleUp);
hEffAftTrgEleEB->SetMarkerColor(kRed);
hEffAftTrgEleEB->SetLineColor(kRed);
hEffAftTrgEleEB->Draw("same");
hEffAftTrgEleEE->SetMarkerStyle(kFullTriangleDown);
hEffAftTrgEleEE->SetMarkerColor(kBlue);
hEffAftTrgEleEE->SetLineColor(kBlue);
hEffAftTrgEleEE->Draw("same");
hEffAftTrgMu->SetMarkerStyle(34);
hEffAftTrgMu->SetMarkerColor(kGreen+1);
hEffAftTrgMu->SetLineColor(kGreen+1);
hEffAftTrgMu->Draw("same");
hEffAftTrg->Draw("same");
TLegend* effAftTrgLegend = (TLegend*)legend->Clone("effAftTrgLegend");
effAftTrgLegend->Clear();
effAftTrgLegend->AddEntry(hEffAftTrg, "total eff after trigger");
effAftTrgLegend->AddEntry(hEffAftTrgMu, "muons");
effAftTrgLegend->AddEntry(hEffAftTrgEle, "all electrons");
effAftTrgLegend->AddEntry(hEffAftTrgEleEB, "barrel electrons");
effAftTrgLegend->AddEntry(hEffAftTrgEleEE, "endcap electrons");
effAftTrgLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
tex->DrawLatex(0.14, 0.15, "trg: HLT_Mu22_Photon22_CaloIdL");
// acceptance
TCanvas *accPlot = new TCanvas("accPlot", "acc", 100, 100, 600, 600);
TPad *accPad = (TPad*)accTimesEffPad->Clone("accPad");
accPad->Draw();
accPad->cd();
hAcc->GetYaxis()->SetTitle("acc");
hAcc->GetYaxis()->SetRangeUser(0., 1.);
hAccEle->SetMarkerStyle(kFullSquare);
hAccEle->SetMarkerColor(kViolet);
hAccEle->SetLineColor(kViolet);
hAccEle->Draw();
hAccEleEB->SetMarkerStyle(kFullTriangleUp);
hAccEleEB->SetMarkerColor(kRed);
hAccEleEB->SetLineColor(kRed);
hAccEleEB->Draw("same");
hAccEleEE->SetMarkerStyle(kFullTriangleDown);
hAccEleEE->SetMarkerColor(kBlue);
hAccEleEE->SetLineColor(kBlue);
hAccEleEE->Draw("same");
hAccMu->SetMarkerStyle(34);
hAccMu->SetMarkerColor(kGreen+1);
hAccMu->SetLineColor(kGreen+1);
hAccMu->Draw("same");
hAcc->Draw("same");
TLegend* accLegend = (TLegend*)legend->Clone("accLegend");
accLegend->Clear();
accLegend->AddEntry(hAcc, "total acceptance");
accLegend->AddEntry(hAccMu, "muons");
accLegend->AddEntry(hAccEle, "all electrons");
accLegend->AddEntry(hAccEleEB, "barrel electrons");
accLegend->AddEntry(hAccEleEE, "endcap electrons");
accLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
// reco with trg vs. reco
TCanvas *trgRecoVsRecoPlot = new TCanvas("trgRecoVsRecoPlot", "reco with trg vs. reco", 100, 100, 600, 600);
TPad *trgRecoVsRecoPad = (TPad*)accTimesEffPad->Clone("trgRecoVsRecoPad");
trgRecoVsRecoPad->Draw();
trgRecoVsRecoPad->cd();
hTrgRecoVsRecoEle->GetYaxis()->SetTitle("eff");
hTrgRecoVsRecoEle->GetYaxis()->SetRangeUser(0., 1.);
hTrgRecoVsRecoEle->SetMarkerStyle(kFullSquare);
hTrgRecoVsRecoEle->SetMarkerColor(kViolet);
hTrgRecoVsRecoEle->SetLineColor(kViolet);
hTrgRecoVsRecoEle->Draw();
//hTrgRecoVsRecoEleEB->SetMarkerStyle(kFullTriangleUp);
//hTrgRecoVsRecoEleEB->SetMarkerColor(kRed);
//hTrgRecoVsRecoEleEB->SetLineColor(kRed);
//hTrgRecoVsRecoEleEB->Draw("same");
//hTrgRecoVsRecoEleEE->SetMarkerStyle(kFullTriangleDown);
//hTrgRecoVsRecoEleEE->SetMarkerColor(kBlue);
//hTrgRecoVsRecoEleEE->SetLineColor(kBlue);
//hTrgRecoVsRecoEleEE->Draw("same");
hTrgRecoVsRecoMu->SetMarkerStyle(34);
hTrgRecoVsRecoMu->SetMarkerColor(kGreen+1);
hTrgRecoVsRecoMu->SetLineColor(kGreen+1);
hTrgRecoVsRecoMu->Draw("same");
hTrgRecoVsReco->Draw("same");
TLegend* trgRecoVsRecoLegend = (TLegend*)legend->Clone("trgRecoVsRecoLegend");
trgRecoVsRecoLegend->Clear();
trgRecoVsRecoLegend->AddEntry(hTrgRecoVsReco, "total");
trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoMu, "muons");
trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoEle, "electrons");
//trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoEleEB, "barrel electrons");
//trgRecoVsRecoLegend->AddEntry(hTrgRecoVsRecoEleEE, "endcap electrons");
trgRecoVsRecoLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
TCanvas *accTimesTrgEffPlot = new TCanvas("accTimesTrgEffPlot", "acc x trigger eff", 100, 100, 600, 600);
TPad *accTimesTrgEffPad = (TPad*)accTimesEffPad->Clone("accTimesTrgEffPad");
accTimesTrgEffPad->Draw();
accTimesTrgEffPad->cd();
hAccTimesTrgEff->GetYaxis()->SetTitle("acc x trg eff");
hAccTimesTrgEff->GetYaxis()->SetRangeUser(0., 1.);
hAccTimesTrgEff->SetMarkerStyle(20);
hAccTimesTrgEff->SetMarkerColor(kCyan);
hAccTimesTrgEff->SetLineColor(kCyan);
hAccTimesTrgEff->Draw();
hTrgEff->SetMarkerStyle(21);
hTrgEff->SetMarkerColor(kMagenta);
hTrgEff->SetLineColor(kMagenta);
hTrgEff->Draw("same");
TLegend* trgLegend = (TLegend*)legend->Clone("trgLegend");
trgLegend->Clear();
trgLegend->AddEntry(hTrgEff, "trigger eff in acc");
trgLegend->AddEntry(hAccTimesTrgEff, "acc x trigger eff");
trgLegend->Draw("same");
tex->DrawLatex(0.109, 0.935, "CMS Simulation, 8 TeV");
// safe in various file formats
if (saveSpec) {
if (saveAsPdf) {
accTimesTrgEffPlot->Print(plotDir + accTimesTrgEffPlot->GetName() + ".pdf", "pdf");
accTimesEffPlot->Print(plotDir + accTimesEffPlot->GetName() + ".pdf", "pdf");
accTimesEffPlotEB->Print(plotDir + accTimesEffPlotEB->GetName() + ".pdf", "pdf");
accTimesEffPlotEE->Print(plotDir + accTimesEffPlotEE->GetName() + ".pdf", "pdf");
accTimesEffObjPlot->Print(plotDir + accTimesEffObjPlot->GetName() + ".pdf", "pdf");
accTimesEffNoTrgObjPlot->Print(plotDir + accTimesEffNoTrgObjPlot->GetName() + ".pdf", "pdf");
effAftTrgPlot->Print(plotDir + effAftTrgPlot->GetName() + ".pdf", "pdf");
trgRecoVsRecoPlot->Print(plotDir + trgRecoVsRecoPlot->GetName() + ".pdf", "pdf");
accPlot->Print(plotDir + accPlot->GetName() + ".pdf", "pdf");
}
if (saveAsPng) {
accTimesTrgEffPlot->Print(plotDir + accTimesTrgEffPlot->GetName() + ".png", "png");
accTimesEffPlot->Print(plotDir + accTimesEffPlot->GetName() + ".png", "png");
accTimesEffPlotEB->Print(plotDir + accTimesEffPlotEB->GetName() + ".png", "png");
accTimesEffPlotEE->Print(plotDir + accTimesEffPlotEE->GetName() + ".png", "png");
accTimesEffObjPlot->Print(plotDir + accTimesEffObjPlot->GetName() + ".png", "png");
accTimesEffNoTrgObjPlot->Print(plotDir + accTimesEffNoTrgObjPlot->GetName() + ".png", "png");
effAftTrgPlot->Print(plotDir + effAftTrgPlot->GetName() + ".png", "png");
trgRecoVsRecoPlot->Print(plotDir + trgRecoVsRecoPlot->GetName() + ".png", "png");
accPlot->Print(plotDir + accPlot->GetName() + ".png", "png");
}
if (saveAsRoot) {
accTimesTrgEffPlot->Print(plotDir + accTimesTrgEffPlot->GetName() + ".root", "root");
accTimesEffPlot->Print(plotDir + accTimesEffPlot->GetName() + ".root", "root");
accTimesEffPlotEB->Print(plotDir + accTimesEffPlotEB->GetName() + ".root", "root");
accTimesEffPlotEE->Print(plotDir + accTimesEffPlotEE->GetName() + ".root", "root");
accTimesEffObjPlot->Print(plotDir + accTimesEffObjPlot->GetName() + ".root", "root");
accTimesEffNoTrgObjPlot->Print(plotDir + accTimesEffNoTrgObjPlot->GetName() + ".root", "root");
effAftTrgPlot->Print(plotDir + effAftTrgPlot->GetName() + ".root", "root");
trgRecoVsRecoPlot->Print(plotDir + trgRecoVsRecoPlot->GetName() + ".root", "root");
accPlot->Print(plotDir + accPlot->GetName() + ".root", "root");
}
}
// write histos to file
output->cd();
hGenEvts->Write();
hGenEvtsEleInAcc->Write();
hGenEvtsEleInAccEB->Write();
hGenEvtsEleInAccEE->Write();
hGenEvtsMuInAcc->Write();
hGenEvtsInAcc->Write();
hTrgEvts->Write();
hRecoEvts->Write();
hRecoEvtsEB->Write();
hRecoEvtsEE->Write();
hRecoEleEvts->Write();
hRecoEleEvtsEB->Write();
hRecoEleEvtsEE->Write();
hRecoMuEvts->Write();
hAccEle->Write();
hAccEleEB->Write();
hAccEleEE->Write();
hAccMu->Write();
hAccTimesTrgEff->Write();
hTrgEff->Write();
hAccTimesEff->Write();
hAccTimesEffEB->Write();
hAccTimesEffEE->Write();
hAccTimesEffEle->Write();
hAccTimesEffEleEB->Write();
hAccTimesEffEleEE->Write();
hAccTimesEffMu->Write();
hEffAftTrg->Write();
hEffAftTrgEle->Write();
hEffAftTrgEleEB->Write();
hEffAftTrgEleEE->Write();
hEffAftTrgMu->Write();
fitFunc->Write();
fitFuncEB->Write();
fitFuncEE->Write();
output->Close();
timer.Stop();
timer.Print();
}
void trisCheckCorrection_unbinnedfit(Char_t* EBEE = 0,
Int_t evtsPerPoint = 0,
float laserCorrMin = -1.,
float laserCorrMax = -1.)
{
// Set style options
gROOT->Reset();
gROOT->SetStyle("Plain");
gStyle->SetPadTickX(1);
gStyle->SetPadTickY(1);
gStyle->SetOptTitle(0);
gStyle->SetOptStat(1110);
gStyle->SetOptFit(1);
// Check qualifiers
if ( strcmp(EBEE,"EB")!=0 && strcmp(EBEE,"EE")!=0 )
{
std::cout << "CHK-STB Error: unknown partition " << EBEE << std::endl;
std::cout << "CHK-STB Select either EB or EE ! " << std::endl;
return;
}
if ( strcmp(EBEE,"EB") == 0 )
{
lcMin = 0.99;
lcMax = 1.05;
}
else
{
lcMin = 0.99;
lcMax = 1.11;
}
if( (laserCorrMin != -1.) && (laserCorrMax != -1.) )
{
lcMin = laserCorrMin;
lcMax = laserCorrMax;
}
// Get trees
std::cout << std::endl;
TChain* ntu_DA = new TChain("ntu");
FillChain(ntu_DA,"inputDATA.txt");
std::cout << " DATA: " << std::setw(8) << ntu_DA->GetEntries() << " entries" << std::endl;
TChain* ntu_MC = new TChain("ntu");
FillChain(ntu_MC,"inputMC.txt");
std::cout << "REFERENCE: " << std::setw(8) << ntu_MC->GetEntries() << " entries" << std::endl;
if (ntu_DA->GetEntries() == 0 || ntu_MC->GetEntries() == 0 )
{
std::cout << "CHK-STB Error: At least one file is empty" << std::endl;
return;
}
// Set branch addresses
int runId;
int isW, isZ;
int timeStampHigh;
float seedLaserAlpha;
float avgLaserCorrection, scCrackCorrection;
float EoP;
float scE, scERaw, scEta, scEtaWidth, scPhiWidth;
int seedIeta,seedIphi;
int seedIx,seedIy,seedZside;
float esE;
float seedLaserCorrection;
int iPhi,iEta;
ntu_DA->SetBranchAddress("runId", &runId);
ntu_DA->SetBranchAddress("isW", &isW);
//ntu_DA->SetBranchAddress("isZ", &isZ);
ntu_DA->SetBranchAddress("timeStampHigh", &timeStampHigh);
ntu_DA->SetBranchAddress("ele1_scCrackCorr", &scCrackCorrection);
ntu_DA->SetBranchAddress("ele1_scLaserCorr", &avgLaserCorrection);
ntu_DA->SetBranchAddress("ele1_seedLaserCorr", &seedLaserCorrection);
ntu_DA->SetBranchAddress("ele1_seedLaserAlpha", &seedLaserAlpha);
ntu_DA->SetBranchAddress("ele1_es", &esE);
ntu_DA->SetBranchAddress("ele1_scE", &scE);
ntu_DA->SetBranchAddress("ele1_scERaw", &scERaw);
ntu_DA->SetBranchAddress("ele1_scEta", &scEta);
ntu_DA->SetBranchAddress("ele1_scEtaWidth", &scEtaWidth);
ntu_DA->SetBranchAddress("ele1_scPhiWidth", &scPhiWidth);
ntu_DA->SetBranchAddress("ele1_EOverP", &EoP);
ntu_DA->SetBranchAddress("ele1_seedIphi", &iPhi);
ntu_DA->SetBranchAddress("ele1_seedIeta", &iEta);
ntu_DA->SetBranchAddress("ele1_seedIeta", &seedIeta);
ntu_DA->SetBranchAddress("ele1_seedIphi", &seedIphi);
ntu_DA->SetBranchAddress("ele1_seedIx", &seedIx);
ntu_DA->SetBranchAddress("ele1_seedIy", &seedIy);
ntu_DA->SetBranchAddress("ele1_seedZside", &seedZside);
ntu_MC->SetBranchAddress("isW", &isW);
ntu_MC->SetBranchAddress("isZ", &isZ);
ntu_MC->SetBranchAddress("ele1_scEta", &scEta);
ntu_MC->SetBranchAddress("ele1_EOverP", &EoP);
float params[42];
InitializeParams(params);
// Build the reference from 'infile2'
std::cout << std::endl;
std::cout << "***** Build reference for " << EBEE << " *****" << std::endl;
templateHisto = new TH1F("templateHisto", "", 1200, 0., 5.);
for(int ientry = 0; ientry < ntu_MC->GetEntries(); ++ientry)
{
if( (ientry%100000 == 0) ) std::cout << "reading MC entry " << ientry << std::endl;
ntu_MC->GetEntry(ientry);
if (strcmp(EBEE,"EB")==0 && fabs(scEta) > 1.4442) continue; // barrel
if (strcmp(EBEE,"EE")==0 && (fabs(scEta) < 1.56 || fabs(scEta) > 2.5 )) continue; // endcap
//if( seedLaserAlpha > 1.5 ) continue;
//if( fabs(scEta) > 0.44 ) continue;
//if( fabs(scEta) < 0.44 || fabs(scEta) > 0.77 ) continue;
//if( fabs(scEta) < 0.77 || fabs(scEta) > 1.10 ) continue;
//if( fabs(scEta) < 1.10 || fabs(scEta) > 1.56 ) continue;
//if( fabs(scEta) < 1.56 || fabs(scEta) > 2.00 ) continue;
//if( fabs(scEta) < 2.00 ) continue;
templateHisto -> Fill(EoP);
}
int rebin = 4;
if (strcmp(EBEE,"EB")==0) rebin = 2;
templateHisto -> Rebin(rebin);
FitTemplate();
std::cout << "Reference built for " << EBEE << " - " << templateHisto->GetEntries() << " events" << std::endl;
// Loop and sort events
std::cout << std::endl;
std::cout << "***** Sort events and define bins *****" << std::endl;
int nEntries = ntu_DA -> GetEntriesFast();
int nSavePts = 0;
std::vector<bool> isSavedEntries(nEntries);
std::vector<SorterLC> sortedEntries;
for(int ientry = 0; ientry < nEntries; ++ientry)
{
ntu_DA -> GetEntry(ientry);
isSavedEntries.at(ientry) = false;
// save only what is needed for the analysis!!!
if (strcmp(EBEE,"EB")==0 && fabs(scEta) > 1.4442) continue; // barrel
if (strcmp(EBEE,"EE")==0 && (fabs(scEta) < 1.56 || fabs(scEta) > 2.5 )) continue; // endcap
//if( fabs(scEta) > 0.44 ) continue;
//if( fabs(scEta) < 0.44 || fabs(scEta) > 0.77 ) continue;
//if( fabs(scEta) < 0.77 || fabs(scEta) > 1.10 ) continue;
//if( fabs(scEta) < 1.10 || fabs(scEta) > 1.56 ) continue;
//if( fabs(scEta) < 1.56 || fabs(scEta) > 2.00 ) continue;
//if( fabs(scEta) < 2.00 ) continue;
if( seedLaserCorrection <= 1.) continue;
if( seedLaserAlpha < 1.5 ) continue;
//if( timeStampHigh > 1303862400 ) continue;
if( seedZside < 0 )
if( (seedIx > 20 ) && (seedIx < 50) && (seedIy > 85) && (seedIy < 92) ) continue;
if( seedZside == -1 )
if( (seedIx > 35 ) && (seedIx < 55) && (seedIy > 80) && (seedIy < 87) ) continue;
if( seedZside > 0 )
if( (seedIx > 65 ) && (seedIx < 77) && (seedIy > 33) && (seedIy < 57) ) continue;
if( seedZside > 0 )
if( (seedIx > 75 ) && (seedIx < 93) && (seedIy > 18) && (seedIy < 37) ) continue;
//if ( runId < 163045 ) continue;
//if ( runId >= 163232 ) continue;
//if ( runId < 163232 ) continue;
//*********************** CLUSTER CORR *****************************
//if( (ientry%1 == 0) ) std::cout << "\n\n\nreading entry " << ientry << std::endl;
//Ediff -> Fill( ( (scCrackCorrection*fClusterCorrections(scERaw+esE,scEta,scPhiWidth/scEtaWidth,params))-scE)/scE );
//Ediff_vsEta -> Fill( scEta, ( (esE+scCrackCorrection*fClusterCorrections(scERaw,scEta,scPhiWidth/scEtaWidth,params))-scE)/scE );
//if( fabs(fClusterCorrections(scERaw,scEta,scPhiWidth/scEtaWidth,params)-scE) > 0.001 )
//{
// std::cout << "\n\n" << std::endl;
// std::cout << "scEta = " << scEta << " scE = " << scE << " scERaw = " << scERaw << std::endl;
// std::cout << "scERaw_corr = " << fClusterCorrections(scERaw,scEta,scPhiWidth/scEtaWidth,params) << std::endl;
//}
//*********************** CLUSTER CORR *****************************
isSavedEntries.at(ientry) = true;
SorterLC dummy;
dummy.laserCorr = avgLaserCorrection;
dummy.entry = ientry;
sortedEntries.push_back(dummy);
nSavePts++;
}
std::sort(sortedEntries.begin(),sortedEntries.end(),SorterLC());
std::cout << "Data sorted in " << EBEE << " - " << nSavePts << " events" << std::endl;
//TCanvas* c_diff = new TCanvas("c_diff","c_diff");
//c_diff -> cd();
//Ediff -> Draw();
//
//TCanvas* c_diff_vsEta = new TCanvas("c_diff_vsEta","c_diff");
//c_diff_vsEta -> cd();
//Ediff_vsEta -> Draw("colz");
// bins with evtsPerPoint events per bin
int nBins = std::max(1,int(nSavePts/evtsPerPoint));
int nBinPts = int( nSavePts/nBins );
int nBinTempPts = 0;
std::vector<int> binEntryMax;
binEntryMax.push_back(0);
for(int iSaved = 0; iSaved < nSavePts; ++iSaved)
{
++nBinTempPts;
if( nBinTempPts == nBinPts )
{
binEntryMax.push_back( iSaved );
nBinTempPts = 0;
}
}
binEntryMax.at(nBins) = nSavePts;
std::cout << "nBins = " << nBins << std::endl;
for(int bin = 0; bin < nBins; ++bin)
std::cout << "bin: " << bin
<< " entry min: " << setw(6) << binEntryMax.at(bin)
<< " entry max: " << setw(6) << binEntryMax.at(bin+1)
<< " events: " << setw(6) << binEntryMax.at(bin+1)-binEntryMax.at(bin)
<< std::endl;
TVirtualFitter::SetDefaultFitter("Fumili2");
// histogram definition
TH1F* h_EoP_spread;
TH1F* h_EoC_spread;
TH2F* h_LC_map = new TH2F("h_LC_map","",360,0.,360,170,-85,85);
if ( strcmp(EBEE,"EB")==0 )
{
h_EoP_spread = new TH1F("h_EoP_spread","",100,0.95,1.01);
h_EoC_spread = new TH1F("h_EoC_spread","",100,0.95,1.01);
}
else
{
h_EoP_spread = new TH1F("h_EoP_spread","",100,0.91,1.03);
h_EoC_spread = new TH1F("h_EoC_spread","",100,0.91,1.03);
}
h_EoP_spread -> SetLineColor(kRed+2);
h_EoP_spread -> SetLineWidth(2);
h_EoP_spread -> GetXaxis() -> SetTitle("Relative E/p scale");
h_EoC_spread -> SetLineColor(kGreen+2);
h_EoC_spread -> SetLineWidth(2);
h_EoC_spread -> GetXaxis() -> SetTitle("Relative E/p scale");
TH1F** h_EoP = new TH1F*[nBins];
TH1F** h_EoC = new TH1F*[nBins];
TH1F** h_Las = new TH1F*[nBins];
for(int i = 0; i < nBins; ++i)
{
char histoName[80];
sprintf(histoName, "EoP_%d", i);
h_EoP[i] = new TH1F(histoName, histoName, 1200, 0., 3.);
h_EoP[i] -> SetFillColor(kRed+2);
h_EoP[i] -> SetFillStyle(3004);
h_EoP[i] -> SetMarkerStyle(7);
h_EoP[i] -> SetMarkerColor(kRed+2);
h_EoP[i] -> SetLineColor(kRed+2);
sprintf(histoName, "EoC_%d", i);
h_EoC[i] = new TH1F(histoName, histoName, 1200, 0., 3.);
h_EoC[i] -> SetFillColor(kGreen+2);
h_EoC[i] -> SetFillStyle(3004);
h_EoC[i] -> SetMarkerStyle(7);
h_EoC[i] -> SetMarkerColor(kGreen+2);
h_EoC[i] -> SetLineColor(kGreen+2);
sprintf(histoName, "Las_%d", i);
h_Las[i] = new TH1F(histoName, histoName, 100, 0.5, 1.5);
}
// data definition
std::vector< std::vector<double>* > dataEoP;
std::vector< std::vector<double>* > dataEoC;
for (int jbin = 0; jbin< nBins; jbin++){
dataEoP.push_back(new std::vector<double>);
dataEoC.push_back(new std::vector<double>);
}
// function definition
TF1** f_EoP = new TF1*[nBins];
TF1** f_EoC = new TF1*[nBins];
// loop on the saved and sorted events
std::cout << std::endl;
std::cout << "***** Fill and fit histograms *****" << std::endl;
for(int ientry = 0; ientry < nEntries; ++ientry)
{
if( (ientry%10000 == 0) ) std::cout << "reading entry " << ientry << std::endl;
if( isSavedEntries.at(ientry) == false ) continue;
int iSaved = -1;
for(iSaved = 0; iSaved < nSavePts; ++iSaved)
if( ientry == sortedEntries[iSaved].entry ) break;
int bin = -1;
for(bin = 0; bin < nBins; ++bin)
if( iSaved >= binEntryMax.at(bin) && iSaved < binEntryMax.at(bin+1) )
break;
//std::cout << "ientry = " << ientry << " iSaved: " << iSaved << " bin: " << bin << std::endl;
ntu_DA->GetEntry(ientry);
float scale = 1.;
//scale = sqrt( pow(avgLaserCorrection,((1.52-0.7843)/1.52)-1.) );
//scale = 1. / (0.1811 + 0.7843*avgLaserCorrection);
//// fill the bins
(h_Las[bin]) -> Fill(avgLaserCorrection);
(h_EoP[bin]) -> Fill(EoP/avgLaserCorrection);
(h_EoC[bin]) -> Fill(EoP * scale);
h_LC_map->Fill(iPhi,iEta,seedLaserCorrection);
// fill te vectors data E/p
dataEoP[bin]->push_back(EoP/avgLaserCorrection);
dataEoC[bin]->push_back(EoP);
}
// Define graph and histograms
TGraphAsymmErrors* g_fit = new TGraphAsymmErrors();
TGraphAsymmErrors* g_c_fit = new TGraphAsymmErrors();
// define the fitting function
// N.B. [0] * ( [1] * f( [1]*(x-[2]) ) )
histoFunc* templateHistoFunc = new histoFunc(templateHisto);
//templateFunc = new TF1("templateFunc", templateHistoFunc, 0., 5., 3, "histoFunc");
//templateFunc -> SetParName(0,"Norm");
//templateFunc -> SetParName(1,"Scale factor");
//templateFunc -> SetLineWidth(1);
//templateFunc -> SetNpx(10000);
//templateFunc -> SetParameter(0, 1 );
//templateFunc -> SetParameter(1, 1);
//templateFunc -> FixParameter(2, 0.);
//templateFunc -> FixParameter(0, 1./templateFunc ->Integral(0.,5.) ); // normalized to 1. BUT will be renormalized to 1 at each iteration!
TFitterMinuit* myfit = new TFitterMinuit(1);
myfit->SetFCN(mylike);
myfit->SetPrintLevel(-1);
for(int i = 0; i < nBins; ++i)
{
h_EoP[i] -> Rebin(rebin*4);
h_EoC[i] -> Rebin(rebin*4);
//------------------------------------
// Fill the graph for uncorrected data
// fit uncorrected data
mydata = dataEoP.at(i);
myfit->Clear();
myfit->SetParameter(0, "scale", 1.,0.0005,0.50,1.50);
double arglist[2];
arglist[0] = 10000; // Max number of function calls
arglist[1] = 1e-5; // Tolerance on likelihood ?????????
int fStatus = myfit->ExecuteCommand("MIGRAD",arglist,2);
double amin,edm,errdef;
int nvpar,nparx;
myfit->GetStats(amin, edm, errdef, nvpar, nparx);
double bestScale = myfit->GetParameter(0);
double eee = myfit->GetParError(0);
char funcName[50];
sprintf(funcName,"f_EoP_%d",i);
f_EoP[i] = (TF1*)(templateFunc->Clone());
f_EoP[i] -> SetParameter(0,h_EoP[i]->GetEntries());
f_EoP[i] -> SetParameter(7,1.5);
f_EoP[i] -> SetParName(0,"Norm");
f_EoP[i] -> SetParName(1,"Scale factor");
f_EoP[i] -> SetLineWidth(1);
f_EoP[i] -> SetNpx(10000);
double xNorm = h_EoP[i]->GetEntries()/templateHisto->GetEntries() *
h_EoP[i]->GetBinWidth(1)/templateHisto->GetBinWidth(1);
//f_EoP[i] -> FixParameter(0, xNorm);
//f_EoP[i] -> SetParameter(1, bestScale);
//f_EoP[i] -> FixParameter(2, 0.);
f_EoP[i] -> SetLineColor(kRed+2);
// Fill the graph
if( fStatus == 0 && eee > 0. )
{
g_fit -> SetPoint(i, h_Las[i]->GetMean() , 1./bestScale);
g_fit -> SetPointError(i, h_Las[i]->GetRMS(), h_Las[i]->GetRMS(), eee, eee);
h_EoP_spread -> Fill(1./bestScale);
}
else
std::cout << "Fitting uncorrected time bin: " << i << " Fail status: " << fStatus << " sigma: " << eee << endl;
//----------------------------------
// Fill the graph for corrected data
// fit uncorrected data
mydata = dataEoC.at(i);
myfit->Clear();
myfit->SetParameter(0, "scale", 1.,0.0005,0.50,1.50);
arglist[0] = 10000; // Max number of function calls
arglist[1] = 1e-5; // Tolerance on likelihood ?????????
fStatus = myfit->ExecuteCommand("MIGRAD",arglist,2);
myfit->GetStats(amin, edm, errdef, nvpar, nparx);
bestScale = myfit->GetParameter(0);
eee = myfit->GetParError(0);
sprintf(funcName,"f_EoC_%d",i);
f_EoC[i] = (TF1*)(templateFunc->Clone());
f_EoC[i] -> SetParameter(0,h_EoC[i]->GetEntries());
f_EoC[i] -> SetParameter(7,bestScale);
f_EoC[i] -> SetParName(0,"Norm");
f_EoC[i] -> SetParName(1,"Scale factor");
f_EoC[i] -> SetLineWidth(1);
f_EoC[i] -> SetNpx(10000);
xNorm = h_EoC[i]->GetEntries()/templateHisto->GetEntries() *
h_EoC[i]->GetBinWidth(1)/templateHisto->GetBinWidth(1);
//
//f_EoC[i] -> SetParameter(1, bestScale);
//f_EoC[i] -> FixParameter(2, 0.);
f_EoC[i] -> SetLineColor(kGreen+2);
// fill the graph
if( fStatus == 0 && eee > 0. )
{
g_c_fit -> SetPoint(i, h_Las[i]->GetMean() , 1./bestScale);
g_c_fit -> SetPointError(i, h_Las[i]->GetRMS() , h_Las[i]->GetRMS() , eee, eee);
h_EoC_spread -> Fill(1./bestScale);
}
else
std::cout << "Fitting corrected time bin: " << i << " Fail status: " << fStatus << " sigma: " << eee << endl;
}
TF1* pol0 = new TF1("pol0","pol0");
pol0 -> SetLineColor(kGreen+2);
pol0 -> SetLineWidth(3);
pol0 -> SetLineStyle(2);
g_c_fit -> Fit("pol0","Q+");
// Drawings
TPaveStats** s_EoP = new TPaveStats*[nBins];
TPaveStats** s_EoC = new TPaveStats*[nBins];
TCanvas *c1[100];
for(int i = 0; i < nBins; ++i)
{
char canvasName[50];
if (i%2==0) {
sprintf(canvasName, "Fits-%0d", i/2);
c1[i/2] = new TCanvas(canvasName, canvasName);
c1[i/2] -> Divide(2,1);
}
c1[i/2] -> cd (i%2+1);
h_EoP[i] -> GetXaxis() -> SetTitle("E/p");
h_EoP[i] -> GetXaxis() -> SetRangeUser(0.5,1.5);
h_EoP[i] -> Draw("e");
gPad->Update();
s_EoP[i]= (TPaveStats*)(h_EoP[i]->GetListOfFunctions()->FindObject("stats"));
s_EoP[i]->SetTextColor(kRed+2);
h_EoC[i] -> Draw("esames");
gPad->Update();
s_EoC[i]= (TPaveStats*)(h_EoC[i]->GetListOfFunctions()->FindObject("stats"));
s_EoC[i]->SetY1NDC(0.59); //new x start position
s_EoC[i]->SetY2NDC(0.79); //new x end position
s_EoC[i]->SetTextColor(kGreen+2);
s_EoC[i]->Draw();
f_EoP[i]->Draw("same");
f_EoC[i]->Draw("same");
}
/*
TCanvas *c2[100];
for(int i = 0; i < nBins; ++i)
{
char canvasName[50];
if (i%6==0) {
sprintf(canvasName, "LaserCorr-%0d", i/6);
c2[i/6] = new TCanvas(canvasName, canvasName);
c2[i/6] -> Divide(3,2);
}
c2[i/6] -> cd (i%6+1);
h_Las[i] -> GetXaxis() -> SetTitle("laser correction");
h_Las[i] -> GetXaxis() -> SetRangeUser(0.5,1.5);
h_Las[i] -> Draw("");
gPad->Update();
s_Las[i]= (TPaveStats*)(h_Las[i]->GetListOfFunctions()->FindObject("stats"));
s_Las[i]->SetTextColor(kBlack);
}
*/
/*
TCanvas *cmap = new TCanvas("cmap","cmap");
cmap->cd();
gStyle->SetPalette(1);
h_LC_map->Draw("colz");
*/
// Final plots
TCanvas* cplot = new TCanvas("gplot", "gplot",100,100,725,500);
cplot->cd();
TPad *cLeft = new TPad("pad_0","pad_0",0.00,0.00,0.64,1.00);
TPad *cRight = new TPad("pad_1","pad_1",0.64,0.00,1.00,1.00);
cLeft->SetLeftMargin(0.15);
cLeft->SetRightMargin(0.025);
cRight->SetLeftMargin(0.025);
cLeft->Draw();
cRight->Draw();
float tYoffset = 1.5;
float labSize = 0.04;
float labSize2 = 0.07;
cLeft->cd();
cLeft->SetGridx();
cLeft->SetGridy();
// pad settings
TH1F *hPad = (TH1F*)gPad->DrawFrame(lcMin,0.9,lcMax,1.05);
hPad->GetXaxis()->SetTitle("Laser correction");
hPad->GetYaxis()->SetTitle("Relative E/p scale");
hPad->GetYaxis()->SetTitleOffset(tYoffset);
hPad->GetXaxis()->SetLabelSize(labSize);
hPad->GetXaxis()->SetTitleSize(labSize);
hPad->GetYaxis()->SetLabelSize(labSize);
hPad->GetYaxis()->SetTitleSize(labSize);
if ( strcmp(EBEE,"EB")==0 )
{
hPad -> SetMinimum(0.950);
hPad -> SetMaximum(1.010);
}
else
{
hPad -> SetMinimum(0.910);
hPad -> SetMaximum(1.030);
}
// draw trend plot
g_fit -> SetMarkerStyle(20);
g_fit -> SetMarkerSize(0.75);
g_fit -> SetMarkerColor(kRed+2);
g_fit -> SetLineColor(kRed+2);
g_fit -> Draw("P");
g_c_fit -> SetMarkerStyle(20);
g_c_fit -> SetMarkerColor(kGreen+2);
g_c_fit -> SetLineColor(kGreen+2);
g_c_fit -> SetMarkerSize(0.75);
g_c_fit -> Draw("P,same");
cRight -> cd();
TPaveStats* s_EoP_spread = new TPaveStats();
TPaveStats* s_EoC_spread = new TPaveStats();
h_EoC_spread -> SetFillStyle(3001);
h_EoC_spread -> SetFillColor(kGreen+2);
h_EoC_spread->GetYaxis()->SetLabelSize(labSize2);
h_EoC_spread->GetYaxis()->SetTitleSize(labSize2);
h_EoC_spread->GetYaxis()->SetNdivisions(505);
h_EoC_spread->GetYaxis()->SetLabelOffset(-0.02);
h_EoC_spread->GetXaxis()->SetLabelOffset(1000);
h_EoC_spread -> Draw("hbar");
gPad -> Update();
s_EoC_spread = (TPaveStats*)(h_EoC_spread->GetListOfFunctions()->FindObject("stats"));
s_EoC_spread ->SetTextColor(kGreen+2);
s_EoC_spread ->SetTextSize(0.06);
s_EoC_spread->SetX1NDC(0.49); //new x start position
s_EoC_spread->SetX2NDC(0.99); //new x end position
s_EoC_spread->SetY1NDC(0.875); //new x start position
s_EoC_spread->SetY2NDC(0.990); //new x end position
s_EoC_spread -> SetOptStat(1100);
s_EoC_spread -> Draw("sames");
h_EoP_spread -> SetFillStyle(3001);
h_EoP_spread -> SetFillColor(kRed+2);
h_EoP_spread -> Draw("hbarsames");
gPad -> Update();
s_EoP_spread = (TPaveStats*)(h_EoP_spread->GetListOfFunctions()->FindObject("stats"));
s_EoP_spread->SetX1NDC(0.49); //new x start position
s_EoP_spread->SetX2NDC(0.99); //new x end position
s_EoP_spread->SetY1NDC(0.750); //new x start position
s_EoP_spread->SetY2NDC(0.875); //new x end position
s_EoP_spread ->SetOptStat(1100);
s_EoP_spread ->SetTextColor(kRed+2);
s_EoP_spread ->SetTextSize(0.06);
s_EoP_spread -> Draw("sames");
}
void Plot_muons(){
gStyle->SetOptStat(0);
gStyle->SetOptDate(0);
gStyle->SetOptFit(0111);
int ChComb=1;// 0=Same-charge, 1=Mixed-charge
int kTbin_L=5, kTbin_H=6;
int binKT3=1;//1-2
//TFile *_file0= new TFile("Results/PDC_12a17a_muons_R6.root","READ");
//TFile *_file0= new TFile("Results/PDC_13b2_efix_p1_muons_R2.root","READ");
TFile *_file0= new TFile("Results/PDC_12a17e_muons_R4.root","READ");
TList *MyList=(TList*)_file0->Get("MyList");
_file0->Close();
TH1D *PionCandidates=(TH1D*)MyList->FindObject("fPionCandidates");
PionCandidates->GetXaxis()->SetTitle("PDG code");
//PionCandidates->Draw();
//
TH1D *MuonParentsPrimary=(TH1D*)MyList->FindObject("fMuonParents");
MuonParentsPrimary->GetXaxis()->SetTitle("PDG code");
MuonParentsPrimary->SetFillColor(1);
//MuonParentsPrimary->Draw();
//
TH1D *MuonParentsSecondary=(TH1D*)MyList->FindObject("fSecondaryMuonParents");
MuonParentsSecondary->GetXaxis()->SetTitle("PDG code");
MuonParentsSecondary->SetFillColor(1);
//MuonParentsSecondary->Draw();
//
// M0 R10-R6, M6 for R4, M17 for R2
TH3D *PurityNum_3D = (TH3D*)MyList->FindObject("Explicit2_Charge1_1_Charge2_1_SC_0_M_6_ED_0_Term_1_PIDpurityNum");
TH2D *PurityDen_2D = (TH2D*)MyList->FindObject("Explicit2_Charge1_1_Charge2_1_SC_0_M_6_ED_0_Term_1_PIDpurityDen");
TH1D *PurityNum=PurityNum_3D->ProjectionX("PurityNum",kTbin_L,kTbin_H,1,20);
double PurityNorm=PurityDen_2D->Integral(kTbin_L,kTbin_H,1,20);
PurityNum->Scale(1/PurityNorm);
char *namesAxis[15]={"e-e","e-mu","e-pi","e-k","e-p","mu-mu","mu-pi","mu-k","mu-p","pi-pi","pi-k","pi-p","k-k","k-p","p-p"};
for(int i=1; i<=15; i++) PurityNum->GetXaxis()->SetBinLabel(i, namesAxis[i-1]);
PurityNum->GetXaxis()->SetRange(1,15);
PurityNum->GetYaxis()->SetTitle("Probability");
PurityNum->Draw();
//
//
TCanvas *can = new TCanvas("can", "can",800,0,800,800);// 11,53,700,500
can->SetHighLightColor(2);
gStyle->SetOptFit(0111);
can->SetFillColor(10);//10
can->SetBorderMode(0);
can->SetBorderSize(2);
can->SetFrameFillColor(0);
can->SetFrameBorderMode(0);
can->SetFrameBorderMode(0);
can->cd();
TPad *pad = new TPad("pad","pad",0.,0.,1.,1.);
gPad->SetTickx();
gPad->SetTicky();
pad->SetGridx();
pad->SetGridy();
pad->SetTopMargin(0.02);//0.05
pad->SetRightMargin(0.02);//3e-2
pad->SetBottomMargin(0.1);//0.12
pad->SetLeftMargin(0.1);
pad->Draw();
pad->cd();
TLegend *legend = new TLegend(.5,.65, .9,.95,NULL,"brNDC");//.45 or .4 for x1
legend->SetBorderSize(0);
legend->SetFillColor(0);
legend->SetTextFont(42);
legend->SetTextSize(0.03);
//
TH3D *MuonSmearedNum2_3=(TH3D*)MyList->FindObject("fMuonContamSmearedNum2");
TH3D *MuonSmearedDen2_3=(TH3D*)MyList->FindObject("fMuonContamSmearedDen2");
TH3D *PionNum2_3=(TH3D*)MyList->FindObject("fMuonContamIdealNum2");
TH3D *PionDen2_3=(TH3D*)MyList->FindObject("fMuonContamIdealDen2");
TH3D *PionPionK2_3=(TH3D*)MyList->FindObject("fPionPionK2");
//
TH3D *MuonSmearedNum3_3=(TH3D*)MyList->FindObject("fMuonContamSmearedNum3");
TH3D *MuonSmearedDen3_3=(TH3D*)MyList->FindObject("fMuonContamSmearedDen3");
TH3D *PionNum3_3=(TH3D*)MyList->FindObject("fMuonContamIdealNum3");
TH3D *PionDen3_3=(TH3D*)MyList->FindObject("fMuonContamIdealDen3");
TH3D *PionPionK3_3=(TH3D*)MyList->FindObject("fPionPionK3");
TH3D *MuonPionK3_3=(TH3D*)MyList->FindObject("fMuonPionK3");
TH1D *MuonSmearedNum2[2];// SC/MC
TH1D *MuonSmearedDen2[2];
TH1D *PionNum2[2];
TH1D *PionDen2[2];
TH1D *PionPionK2[2];
//
TH1D *MuonSmearedNum3[2];// SC/MC
TH1D *MuonSmearedDen3[2];
TH1D *PionNum3[2];
TH1D *PionDen3[2];
TH1D *PionPionK3[2];
//
TH1D *C2muonSmeared[2];
TH1D *C2pion[2];
TH1D *C3muonSmeared[2];
TH1D *C3pion[2];
//
for(int chtype=0; chtype<2; chtype++){
TString *names[10];
for(int i=0; i<10; i++) {names[i]=new TString("name_"); *names[i] += i; *names[i] += chtype;}
MuonSmearedNum2[chtype]=(TH1D*)MuonSmearedNum2_3->ProjectionZ(names[0]->Data(),chtype+1,chtype+1,kTbin_L,kTbin_H);
MuonSmearedDen2[chtype]=(TH1D*)MuonSmearedDen2_3->ProjectionZ(names[1]->Data(),chtype+1,chtype+1,kTbin_L,kTbin_H);
PionNum2[chtype]=(TH1D*)PionNum2_3->ProjectionZ(names[2]->Data(),chtype+1,chtype+1,kTbin_L,kTbin_H);
PionDen2[chtype]=(TH1D*)PionDen2_3->ProjectionZ(names[3]->Data(),chtype+1,chtype+1,kTbin_L,kTbin_H);
PionPionK2[chtype]=(TH1D*)PionPionK2_3->ProjectionZ(names[4]->Data(),chtype+1,chtype+1,kTbin_L,kTbin_H);
PionPionK2[chtype]->Divide(PionDen2[chtype]);
////////////////
MuonSmearedNum3[chtype]=(TH1D*)MuonSmearedNum3_3->ProjectionZ(names[5]->Data(),chtype+1,chtype+1,binKT3,binKT3);
MuonSmearedDen3[chtype]=(TH1D*)MuonSmearedDen3_3->ProjectionZ(names[6]->Data(),chtype+1,chtype+1,binKT3,binKT3);
PionNum3[chtype]=(TH1D*)PionNum3_3->ProjectionZ(names[7]->Data(),chtype+1,chtype+1,binKT3,binKT3);
PionDen3[chtype]=(TH1D*)PionDen3_3->ProjectionZ(names[8]->Data(),chtype+1,chtype+1,binKT3,binKT3);
PionPionK3[chtype]=(TH1D*)PionPionK3_3->ProjectionZ(names[9]->Data(),chtype+1,chtype+1,binKT3,binKT3);
PionPionK3[chtype]->Divide(PionDen3[chtype]);
//
C2muonSmeared[chtype]=(TH1D*)MuonSmearedNum2[chtype]->Clone();
C2pion[chtype]=(TH1D*)PionNum2[chtype]->Clone();
C2muonSmeared[chtype]->Divide(MuonSmearedDen2[chtype]);
C2pion[chtype]->Divide(PionDen2[chtype]);
//
C3muonSmeared[chtype]=(TH1D*)MuonSmearedNum3[chtype]->Clone();
C3pion[chtype]=(TH1D*)PionNum3[chtype]->Clone();
C3muonSmeared[chtype]->Divide(MuonSmearedDen3[chtype]);
C3pion[chtype]->Divide(PionDen3[chtype]);
//
//
C2pion[chtype]->SetLineColor(4);
C2muonSmeared[chtype]->SetLineColor(2);
C2pion[chtype]->GetXaxis()->SetRangeUser(0,0.15);
C2pion[chtype]->SetMinimum(0.98); C2pion[chtype]->SetMaximum(1.35);
C2pion[chtype]->GetYaxis()->SetTitleOffset(1.5);
C2pion[chtype]->GetXaxis()->SetTitle("q_{inv} (GeV/c)");
C2pion[chtype]->GetYaxis()->SetTitle("C_{2}K_{2}");
//
C3pion[chtype]->SetLineColor(4);
C3muonSmeared[chtype]->SetLineColor(2);
C3pion[chtype]->GetXaxis()->SetRangeUser(0,0.15);
C3pion[chtype]->SetMinimum(0.90); C3pion[chtype]->SetMaximum(2.0);
C3pion[chtype]->GetYaxis()->SetTitleOffset(1.5);
C3pion[chtype]->GetXaxis()->SetTitle("Q_{3} (GeV/c)");
C3pion[chtype]->GetYaxis()->SetTitle("C_{3}K_{3}");
}
//
//
C2pion[ChComb]->Draw();
C2muonSmeared[ChComb]->Draw("same");
legend->AddEntry(C2pion[ChComb],"Input Pion-Pion, C_{2}^{#pi-#pi,QS}K_{2}^{#pi-#pi,QS}","l");
legend->AddEntry(C2muonSmeared[ChComb],"Pion-Muon residual, C_{2}^{#mu-#pi,QS}K_{2}^{#mu-#pi,QS}","l");
legend->Draw("same");
//PionPionK2->Draw("same");
//
//
//
//C3pion[ChComb]->Draw();
//C3muonSmeared[ChComb]->Draw("same");
//PionPionK3[0]->Draw("same");
//legend->AddEntry(C3pion[ChComb],"Input Pion-Pion-Pion, C_{3}^{#pi-#pi-#pi,QS}K_{3}^{#pi-#pi-#pi,QS}","l");
//legend->AddEntry(C3muonSmeared[ChComb],"Muon-Pion-Pion residual, C_{3}^{#mu-#pi-#pi,QS}K_{3}^{#mu-#pi-#pi,QS}","l");
//legend->Draw("same");
// corrections
TFile *fout=new TFile("MuonCorrection_temp.root","RECREATE");
TH1D *C2muonCorrection[2];
C2muonCorrection[0] = new TH1D("C2muonCorrection_SC","",100,0,0.5);
C2muonCorrection[1] = new TH1D("C2muonCorrection_MC","",100,0,0.5);
TH1D *WeightmuonCorrection = new TH1D("WeightmuonCorrection","",100,0,0.5);
TH1D *C3muonCorrection[2];
C3muonCorrection[0] = new TH1D("C3muonCorrection_SC","",50,0,0.5);
C3muonCorrection[1] = new TH1D("C3muonCorrection_MC","",50,0,0.5);
//
C2muonCorrection[0]->GetXaxis()->SetTitle("q_{inv} (GeV/c)"); C2muonCorrection[0]->GetYaxis()->SetTitle("x_{2}");
C2muonCorrection[1]->GetXaxis()->SetTitle("q_{inv} (GeV/c)"); C2muonCorrection[1]->GetYaxis()->SetTitle("x_{2}");
C3muonCorrection[0]->GetXaxis()->SetTitle("Q_{3} (GeV/c)"); C3muonCorrection[0]->GetYaxis()->SetTitle("x_{3}");
C3muonCorrection[1]->GetXaxis()->SetTitle("Q_{3} (GeV/c)"); C3muonCorrection[1]->GetYaxis()->SetTitle("x_{3}");
WeightmuonCorrection->GetXaxis()->SetTitle("q_{inv} (GeV/c)"); WeightmuonCorrection->GetYaxis()->SetTitle("x_{2}^{w}");
// 0.944 and 0.959
float GoodPairFraction=1-0.93*(1-PurityNum->GetBinContent(10));
cout<<"Pion Pair Purity = "<<PurityNum->GetBinContent(10)<<endl;
cout<<"Effective Pion Pair Purity = "<<GoodPairFraction<<endl;
float pionPurity=pow(GoodPairFraction,0.5);
float muonPurity=1-pionPurity;
for(int chtype=0; chtype<2; chtype++){
for(int bin=1; bin<=100; bin++){
bool emptybin2=kFALSE, emptybin3=kFALSE;
if(PionPionK2[chtype]->GetBinContent(bin)==0) {PionPionK2[chtype]->SetBinContent(bin, 1.00001);}
if(PionPionK3[chtype]->GetBinContent(bin)==0) {PionPionK3[chtype]->SetBinContent(bin, 1.00001);}
if(bin > C2pion[chtype]->GetNbinsX()) emptybin2=kTRUE;
if(bin > C3pion[chtype]->GetNbinsX()) emptybin3=kTRUE;
double value = C2pion[chtype]->GetBinContent(bin)/PionPionK2[chtype]->GetBinContent(bin);
double den = (GoodPairFraction*C2pion[chtype]->GetBinContent(bin) + (1-GoodPairFraction)*C2muonSmeared[chtype]->GetBinContent(bin))/PionPionK2[chtype]->GetBinContent(bin);
if(den > 0 && !emptybin2) C2muonCorrection[chtype]->SetBinContent(bin,value/den);
else C2muonCorrection[chtype]->SetBinContent(bin, 1);
//
if(chtype==0){
value = C2pion[chtype]->GetBinContent(bin)/PionPionK2[chtype]->GetBinContent(bin) - 1.0;
den = ((GoodPairFraction*C2pion[chtype]->GetBinContent(bin) + (1-GoodPairFraction)*C2muonSmeared[chtype]->GetBinContent(bin))/PionPionK2[chtype]->GetBinContent(bin)) - 1.0;
if(den > 0 && !emptybin2) WeightmuonCorrection->SetBinContent(bin,value/den);
}
//
value = C3pion[chtype]->GetBinContent(bin)/PionPionK3[chtype]->GetBinContent(bin);
den = (pow(pionPurity,3)*C3pion[chtype]->GetBinContent(bin) + (3*pow(pionPurity,2)*muonPurity)*C3muonSmeared[chtype]->GetBinContent(bin))/PionPionK3[chtype]->GetBinContent(bin);
if(den > 0 && !emptybin3) C3muonCorrection[chtype]->SetBinContent(bin,value/den);
else C3muonCorrection[chtype]->SetBinContent(bin, 1);
}
//C2muonCorrection[chtype]->SetBinContent(1, C2muonCorrection[chtype]->GetBinContent(2));
//C3muonCorrection[chtype]->SetBinContent(1, C3muonCorrection[chtype]->GetBinContent(2));
C2muonCorrection[chtype]->Write();
C3muonCorrection[chtype]->Write();
if(chtype==0) {
//WeightmuonCorrection->SetBinContent(1, WeightmuonCorrection->GetBinContent(2));
WeightmuonCorrection->Write();
}
}
//
//C3muonCorrection[0]->SetMinimum(0.99);
//C3muonCorrection[0]->SetMaximum(1.05);
//C3muonCorrection[0]->GetYaxis()->SetTitleOffset(1.3);
//C3muonCorrection[0]->Draw();
//WeightmuonCorrection->GetYaxis()->SetTitleOffset(1.3);
//WeightmuonCorrection->Draw();
fout->Close();
}
void plot1d(int hid) {
gStyle->SetOptStat(0);
char c[50];
c1->Clear();
if(m1dHist[hid]==0){
c1->Divide(2,2);
for(int quad=0; quad<kFgtNumQuads; quad++){
TVirtualPad* pad1 = c1->cd(quad+1);
pad1->SetLogy(l1dHist[hid]);
double xmin, xmax, ymin=0.0, ymax=0.0;
if(l1dHist[hid]==1) ymin=0.1;
for(int disc=0; disc<kFgtNumDiscs; disc++){
sprintf(c,"%1d%1s-%s",disc+1,cquad[quad],c1dHist[hid]);
//printf("Getting %s\n",c);
TH1F *h = hist1[disc][quad][hid] = (TH1F*)file->Get(c);
xmin=h->GetXaxis()->GetXmin();
xmax=h->GetXaxis()->GetXmax();
double m=h->GetMaximum();
if(ymax<m) ymax=m;
printf("disc=%d max=%6.1f ymax=%6.1f xmin=%6.1f xmax=%6.1f\n",disc+1,m,ymax,xmin,xmax);
}
sprintf(c,"Quad%1s-%s",cquad[quad],c1dHist[hid]);
TH2F *frame = new TH2F(c,c,1,xmin,xmax,1,ymin,ymax*1.2); frame->SetStats(0); frame->Draw();
for(int disc=0; disc<kFgtNumDiscs; disc++){
TH1F *h=hist1[disc][quad][hid];
h->SetLineColor(color[disc]); h->SetLineWidth(3); h->Draw("SAME");
if(f1dHist[hid]==0){
float mean=h->GetMean();
sprintf(c,"%1d%s mean=%6.2f",disc+1,cquad[quad],mean);
}else if(f1dHist[hid]==1){
int res = h->Fit("gaus","0Q");
TF1 *f = h->GetFunction("gaus");
float sig = f->GetParameter(2);
if(res==0 && sig>0.0001 && h->GetEntries()>5){
f->SetLineColor(color[disc]); f->SetLineWidth(2); f->Draw("SAME");
sprintf(c,"%1d%s sig=%6.3f",disc+1,cquad[quad],sig);
}else{
sprintf(c,"%1d%s",disc+1,cquad[quad]);
}
}else if(f1dHist[hid]==2){
int res = h->Fit("landau","0Q");
TF1 *f = h->GetFunction("landau");
float peak = f->GetParameter(1);
if(res==0 && peak>0 && h->GetEntries()>5){
f->SetLineColor(color[disc]); f->SetLineWidth(2); f->Draw("SAME");
sprintf(c,"%1d%s mpv=%6.0f",disc+1,cquad[quad],peak);
}else{
sprintf(c,"%1d%s",disc+1,cquad[quad]);
}
}
TText *t1;
float x1= 0.2, x2= 0.55;
float y1=0.8 - 0.07*disc;
float y2=0.8 - 0.07*(disc-3);
if(disc<3) { t1 = new TText(x1,y1,c); }
else { t1 = new TText(x2,y2,c); }
t1->SetNDC();
t1->SetTextSize(0.04);
t1->SetTextColor(color[disc]);
t1->Draw();
}
}
}else{
c1->Divide(4,6);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetOptFit(0);
for(int disc=0; disc<kFgtNumDiscs; disc++){
for(int quad=0; quad<kFgtNumQuads; quad++){
TPad* pad = c1->cd(disc*4+quad+1);
pad->SetRightMargin(0.01); pad->SetLeftMargin(0.1);
pad->SetTopMargin(0.01); pad->SetBottomMargin(0.1);
pad->SetLogy(l1dHist[hid]);
sprintf(c,"%1d%1s-%s",disc+1,cquad[quad],c1dHist[hid]);
TH1F *h = hist1[disc][quad][hid] = (TH1F*)file->Get(c);
h->SetFillColor(color[disc]);
h->GetXaxis()->SetLabelSize(0.1);
h->GetYaxis()->SetLabelSize(0.1);
h->GetXaxis()->SetNdivisions(205);
h->Draw();
if(f1dHist[hid]==0){
float mean=h->GetMean();
sprintf(c,"%1d%s mean=%6.2f",disc+1,cquad[quad],mean);
}else if(f1dHist[hid]==1){
int res = h->Fit("gaus","0Q");
TF1 *f = h->GetFunction("gaus");
float sig = f->GetParameter(2);
if(res==0 && sig>0.0001 && h->GetEntries()>5){
f->SetLineColor(color[disc]); f->SetLineWidth(2); f->Draw("SAME");
sprintf(c,"%1d%s sig=%6.3f",disc+1,cquad[quad],sig);
}else{
sprintf(c,"%1d%s",disc+1,cquad[quad]);
}
}else if(f1dHist[hid]==2){
int res = h->Fit("landau","0Q");
TF1 *f = h->GetFunction("landau");
float peak = f->GetParameter(1);
if(res==0 && peak>0 && h->GetEntries()>5){
f->SetLineColor(1); f->SetLineWidth(2); f->Draw("SAME");
sprintf(c,"%1d%s mpv=%6.0f",disc+1,cquad[quad],peak);
}else{
sprintf(c,"%1d%s",disc+1,cquad[quad]);
}
if(hid==8) {mPeakC[disc][quad]=peak;}
if(hid==9) {
mPeakA[disc][quad]=peak;
int n=h->GetEntries();
if(n>0){
float cut=2800;
int bin=h->FindBin(cut);
int nbin=h->GetNbinsX();
float sat=h->Integral(bin,nbin+1);
//printf("bin=%d nbin=%d sat=%f\n",bin,nbin,sat);
mFracA[disc][quad]=sat/float(n);
}
}
if(hid==11) {mPeakL[disc][quad]=peak;} // printf("LandauPeak=%f\n",peak);}
}
TText *t1 = new TText(0.3,0.85,c);
t1->SetNDC();
t1->SetTextSize(0.15);
t1->SetTextColor(color[disc]);
t1->Draw();
}
}
}
c1->Update();
save(c1dHist[hid]);
}
void makePlot(const TString& title,
TGraphAsymmErrors* graph_Data_passed, TF1* fit_Data_passed, const TString& legendEntry_Data_passed,
TGraphAsymmErrors* graph_mcSum_passed, TF1* fit_mcSum_passed, const TString& legendEntry_mcSum_passed,
TGraphAsymmErrors* graph_Data_failed, TF1* fit_Data_failed, const TString& legendEntry_Data_failed,
TGraphAsymmErrors* graph_mcSum_failed, TF1* fit_mcSum_failed, const TString& legendEntry_mcSum_failed,
const TString& outputFileName)
{
TCanvas* canvas = new TCanvas("canvas", "canvas", 800, 900);
canvas->SetFillColor(10);
canvas->SetBorderSize(2);
canvas->SetLeftMargin(0.12);
canvas->SetBottomMargin(0.12);
//TPad* topPad = new TPad("topPad", "topPad", 0.00, 0.35, 1.00, 1.00);
TPad* topPad = new TPad("topPad", "topPad", 0.00, 1.00 - 0.65*(0.93/0.84), 1.00, 1.00);
topPad->SetFillColor(10);
topPad->SetTopMargin(0.04);
topPad->SetLeftMargin(0.15);
//topPad->SetBottomMargin(0.03);
topPad->SetBottomMargin(0.12);
topPad->SetRightMargin(0.05);
topPad->SetGridx();
topPad->SetGridy();
canvas->cd();
topPad->Draw();
topPad->cd();
TH1* dummyHistogram_top = new TH1D("dummyHistogram_top", "dummyHistogram_top", 10, 0., 100.);
dummyHistogram_top->SetTitle("");
dummyHistogram_top->SetStats(false);
dummyHistogram_top->SetMaximum(1.2);
dummyHistogram_top->SetMinimum(0.);
TAxis* xAxis_top = dummyHistogram_top->GetXaxis();
xAxis_top->SetTitle("calo-E_{T}^{miss} / GeV");
xAxis_top->SetTitleOffset(1.15);
//xAxis_top->SetLabelColor(10);
//xAxis_top->SetTitleColor(10);
TAxis* yAxis_top = dummyHistogram_top->GetYaxis();
yAxis_top->SetTitle("#varepsilon");
yAxis_top->SetTitleOffset(1.2);
dummyHistogram_top->Draw();
//dummyHistogram_top->Draw("axis");
//graph_Data_passed->SetLineColor(4);
//graph_Data_passed->SetMarkerColor(4);
//graph_Data_passed->SetMarkerStyle(20);
//graph_Data_passed->Draw("p");
//fit_Data_passed->SetLineColor(graph_Data_passed->GetLineColor());
//fit_Data_passed->SetLineWidth(2);
//fit_Data_passed->Draw("same");
graph_mcSum_passed->SetLineColor(7);
graph_mcSum_passed->SetMarkerColor(7);
graph_mcSum_passed->SetMarkerStyle(24);
graph_mcSum_passed->Draw("p");
fit_mcSum_passed->SetLineColor(graph_mcSum_passed->GetLineColor());
fit_mcSum_passed->SetLineWidth(2);
fit_mcSum_passed->Draw("same");
graph_Data_failed->SetLineColor(2);
graph_Data_failed->SetMarkerColor(2);
graph_Data_failed->SetMarkerStyle(21);
//graph_Data_failed->Draw("p");
fit_Data_failed->SetLineColor(graph_Data_failed->GetLineColor());
fit_Data_failed->SetLineWidth(2);
//fit_Data_failed->Draw("same");
graph_mcSum_failed->SetLineColor(6);
graph_mcSum_failed->SetMarkerColor(6);
graph_mcSum_failed->SetMarkerStyle(25);
graph_mcSum_failed->Draw("p");
fit_mcSum_failed->SetLineColor(graph_mcSum_failed->GetLineColor());
fit_mcSum_failed->SetLineWidth(2);
fit_mcSum_failed->Draw("same");
TLegend* legend = new TLegend(0.61, 0.16, 0.89, 0.47, "", "brNDC");
legend->SetBorderSize(0);
legend->SetFillColor(0);
//legend->AddEntry(graph_Data_passed, legendEntry_Data_passed.Data(), "p");
legend->AddEntry(graph_mcSum_passed, legendEntry_mcSum_passed.Data(), "p");
//legend->AddEntry(graph_Data_failed, legendEntry_Data_failed.Data(), "p");
legend->AddEntry(graph_mcSum_failed, legendEntry_mcSum_failed.Data(), "p");
legend->Draw();
TPaveText* label = 0;
if ( title.Length() > 0 ) {
label = new TPaveText(0.175, 0.89, 0.48, 0.94, "NDC");
label->AddText(title.Data());
label->SetTextAlign(13);
label->SetTextSize(0.045);
label->SetFillStyle(0);
label->SetBorderSize(0);
label->Draw();
}
TPad* bottomPad = new TPad("bottomPad", "bottomPad", 0.00, 0.00, 1.00, 0.35);
bottomPad->SetFillColor(10);
bottomPad->SetTopMargin(0.02);
bottomPad->SetLeftMargin(0.15);
bottomPad->SetBottomMargin(0.24);
bottomPad->SetRightMargin(0.05);
bottomPad->SetGridx();
bottomPad->SetGridy();
canvas->cd();
bottomPad->Draw();
bottomPad->cd();
TH1* dummyHistogram_bottom = new TH1D("dummyHistogram_bottom", "dummyHistogram_bottom", 10, 0., 100.);
dummyHistogram_bottom->SetMinimum(-1.0);
dummyHistogram_bottom->SetMaximum(+1.0);
TAxis* xAxis_bottom = dummyHistogram_bottom->GetXaxis();
xAxis_bottom->SetTitle("calo-E_{T}^{miss} / GeV");
xAxis_bottom->SetTitleOffset(1.20);
xAxis_bottom->SetLabelColor(1);
xAxis_bottom->SetTitleColor(1);
xAxis_bottom->SetTitleSize(0.08);
xAxis_bottom->SetLabelOffset(0.02);
xAxis_bottom->SetLabelSize(0.08);
xAxis_bottom->SetTickLength(0.055);
TAxis* yAxis_bottom = dummyHistogram_bottom->GetYaxis();
yAxis_bottom->SetTitle("#frac{Data-Simulation}{Simulation}");
yAxis_bottom->SetTitleOffset(0.85);
yAxis_bottom->SetNdivisions(505);
yAxis_bottom->CenterTitle();
yAxis_bottom->SetTitleSize(0.08);
yAxis_bottom->SetLabelSize(0.08);
yAxis_bottom->SetTickLength(0.04);
dummyHistogram_bottom->SetTitle("");
dummyHistogram_bottom->SetStats(false);
dummyHistogram_bottom->Draw("axis");
TGraphAsymmErrors* graph_Data_div_mc_passed = makeGraph_data_div_mc(graph_Data_passed, graph_mcSum_passed);
graph_Data_div_mc_passed->SetLineColor(graph_Data_passed->GetLineColor());
graph_Data_div_mc_passed->SetMarkerColor(graph_Data_passed->GetMarkerColor());
graph_Data_div_mc_passed->SetMarkerStyle(graph_Data_passed->GetMarkerStyle());
graph_Data_div_mc_passed->Draw("p");
TF1* fit_Data_div_mc_passed =
new TF1("fit_Data_div_mc_passed", &integralCrystalBall_f_div_f,
fit_mcSum_passed->GetMinimumX(), fit_mcSum_passed->GetMaximumX(), 2*fit_mcSum_passed->GetNpar());
for ( int iPar = 0; iPar < fit_mcSum_passed->GetNpar(); ++iPar ) {
fit_Data_div_mc_passed->SetParameter(iPar, fit_Data_passed->GetParameter(iPar));
fit_Data_div_mc_passed->SetParameter(iPar + fit_mcSum_passed->GetNpar(), fit_mcSum_passed->GetParameter(iPar));
}
fit_Data_div_mc_passed->SetLineColor(graph_Data_div_mc_passed->GetLineColor());
fit_Data_div_mc_passed->SetLineWidth(2);
fit_Data_div_mc_passed->Draw("same");
TGraphAsymmErrors* graph_Data_div_mc_failed = makeGraph_data_div_mc(graph_Data_failed, graph_mcSum_failed);
graph_Data_div_mc_failed->SetLineColor(graph_Data_failed->GetLineColor());
graph_Data_div_mc_failed->SetMarkerColor(graph_Data_failed->GetMarkerColor());
graph_Data_div_mc_failed->SetMarkerStyle(graph_Data_failed->GetMarkerStyle());
graph_Data_div_mc_failed->Draw("p");
TF1* fit_Data_div_mc_failed =
new TF1("fit_Data_div_mc_failed", &integralCrystalBall_f_div_f,
fit_mcSum_failed->GetMinimumX(), fit_mcSum_failed->GetMaximumX(), 2*fit_mcSum_failed->GetNpar());
for ( int iPar = 0; iPar < fit_mcSum_failed->GetNpar(); ++iPar ) {
fit_Data_div_mc_failed->SetParameter(iPar, fit_Data_failed->GetParameter(iPar));
fit_Data_div_mc_failed->SetParameter(iPar + fit_mcSum_failed->GetNpar(), fit_mcSum_failed->GetParameter(iPar));
}
fit_Data_div_mc_failed->SetLineColor(graph_Data_div_mc_failed->GetLineColor());
fit_Data_div_mc_failed->SetLineWidth(2);
fit_Data_div_mc_failed->Draw("same");
topPad->RedrawAxis();
bottomPad->RedrawAxis();
canvas->Update();
size_t idx = outputFileName.Last('.');
std::string outputFileName_plot = std::string(outputFileName.Data(), 0, idx);
if ( idx != std::string::npos ) canvas->Print(std::string(outputFileName_plot).append(std::string(outputFileName.Data(), idx)).data());
//canvas->Print(std::string(outputFileName_plot).append(".png").data());
//canvas->Print(std::string(outputFileName_plot).append(".pdf").data());
topPad->Print(std::string(outputFileName_plot).append(".png").data());
topPad->Print(std::string(outputFileName_plot).append(".pdf").data());
delete legend;
delete label;
delete dummyHistogram_top;
delete topPad;
delete dummyHistogram_bottom;
delete bottomPad;
delete canvas;
}
makeLTauStack(TString name,TString file,TString dir,int s,TString labelX,TString units = "GeV",bool left=false,TString channel = "",bool log = false,bool dndm=false,bool doRatio = false)
{
setStyle();
float xR=0.45;
if(left)
xR=0.2;
if(doRatio){
TCanvas * c = new TCanvas(name,name,600,600);
}
else{
TCanvas * c = new TCanvas(name,name,600,600);
c->SetLeftMargin (0.18);
c->SetRightMargin (0.05);
c->SetTopMargin (0.08);
c->SetBottomMargin (0.15);
}
c->cd();
if(doRatio){
TPad * plotPad = new TPad("pad1","",0.0,0.3,1.0,1.0);
plotPad->SetLeftMargin (0.18);
plotPad->SetTopMargin (0.10);
plotPad->SetRightMargin (0.07);
plotPad->SetBottomMargin(0.03);
TPad * ratioPad = new TPad("pad2","",0.0,0.0,1.0,0.3);
ratioPad->SetLeftMargin (0.18);
ratioPad->SetTopMargin (0.00);
ratioPad->SetRightMargin (0.07);
ratioPad->SetBottomMargin(0.30);
ratioPad->SetGridy(1);
}
else{
TPad * plotPad = new TPad("pad1","",0.0,0.0,1.0,1.0);
plotPad->SetLeftMargin (0.18);
plotPad->SetRightMargin (0.05);
plotPad->SetTopMargin (0.08);
plotPad->SetBottomMargin (0.15);
}
plotPad->Draw();
plotPad->cd();
TFile *f = new TFile(file);
TH1F * data = (TH1F*)(f->Get(dir+"/data_obs"));
if (dndm) convertToDNDM(data);
applyDATAStyle(data);
TH1F * QCD = (TH1F*)(f->Get(dir+"/QCD"));
if (dndm) convertToDNDM(QCD);
applyStyle(QCD,kMagenta-10,1,1001);
TH1F * ttbar = (TH1F*)(f->Get(dir+"/TT"));
if (dndm) convertToDNDM(ttbar);
applyStyle(ttbar,kBlue-8,1,1001);
if(channel == "#tau_{e}#tau_{h}"){
TH1F * EWK = (TH1F*)(f->Get(dir+"/W"));
EWK->Add((TH1F*)(f->Get(dir+"/VV")));
if (dndm) convertToDNDM(EWK);
applyStyle(EWK,kRed+2,1,1001);
if(f->Get(dir+"/ZL")!=0)
TH1F * ZEE = (TH1F*)(f->Get(dir+"/ZL"));
if(f->Get(dir+"/ZJ")!=0)
ZEE->Add((TH1F*)(f->Get(dir+"/ZJ")));
if(f->Get(dir+"/ZLL")!=0)
TH1F * ZEE = (TH1F*)(f->Get(dir+"/ZLL")));
if (dndm) convertToDNDM(ZEE);
applyStyle(ZEE,kAzure+2,1,1001);
}
void DrawQCDClosure(TString VAR,TString XTITLE)
{
gROOT->ForceStyle();
TString FileName[7] = {"QCD_HT200to300","QCD_HT300to500","QCD_HT500to700","QCD_HT700to1000","QCD_HT1000to1500","QCD_HT1500to2000","QCD_HT2000toInf"};
float XSEC[7] = {1.74e+6,3.67e+5,2.94e+4,6.524e+03,1.064e+03,121.5,2.542e+01};
TFile *inf[7];
TH1F *h[7],*h1[7];
TCanvas *can = new TCanvas("can_QCDClosure_"+VAR,"can_QCDClosure_"+VAR,900,600);
can->cd(1);
can->SetBottomMargin(0.3);
can->SetRightMargin(0.15);
for(int i=0;i<7;i++) {
inf[i] = TFile::Open("Histo_"+FileName[i]+".root");
TH1F *hTriggerPass = (TH1F*)inf[i]->Get("hadtopL/TriggerPass");
h[i] = (TH1F*)inf[i]->Get("hadtopL/h_"+VAR);
h1[i] = (TH1F*)inf[i]->Get("hadtop/h_"+VAR);
h[i]->Sumw2();
h1[i]->Sumw2();
h[i]->Rebin(5);
h1[i]->Rebin(5);
h[i]->Scale(XSEC[i]/hTriggerPass->GetBinContent(1));
h1[i]->Scale(XSEC[i]/hTriggerPass->GetBinContent(1));
cout<<hTriggerPass->GetBinContent(1)<<endl;
}
TH1F *hQCD = (TH1F*)h[0]->Clone("hQCD");
TH1F *hQCD1 = (TH1F*)h1[0]->Clone("hQCD1");
for(int i=0;i<7;i++) {
hQCD->Add(h[i]);
hQCD1->Add(h1[i]);
}
hQCD->SetFillColor(kGray);
hQCD->Scale(1./hQCD->Integral());
hQCD1->Scale(1./hQCD1->Integral());
hQCD->GetXaxis()->SetLabelSize(0.0);
double max = 1.1*TMath::Max(hQCD->GetBinContent(hQCD->GetMaximumBin()),hQCD1->GetBinContent(hQCD1->GetMaximumBin()));
hQCD->SetMinimum(1e-5);
hQCD->SetMaximum(max);
hQCD->Draw("hist");
hQCD1->Draw("sameE");
gPad->RedrawAxis();
TLegend *leg = new TLegend(0.86,0.65,0.99,0.9);
leg->SetFillColor(0);
leg->SetTextFont(42);
leg->SetTextSize(0.03);
leg->AddEntry(hQCD,"Control","F");
leg->AddEntry(hQCD1,"Signal","LP");
leg->Draw();
TH1F *hRatio = (TH1F*)hQCD1->Clone("Ratio");
hRatio->Divide(hQCD);
TPad* pad = new TPad("pad", "pad", 0., 0., 1., 1.);
pad->SetTopMargin(0.7);
pad->SetRightMargin(0.15);
pad->SetFillColor(0);
pad->SetFillStyle(0);
pad->Draw();
pad->cd(0);
gPad->SetGridy();
hRatio->GetXaxis()->SetTitle(XTITLE);
hRatio->GetYaxis()->SetNdivisions(505);
hRatio->GetYaxis()->SetRangeUser(0,2);
hRatio->GetYaxis()->SetLabelSize(0.04);
hRatio->Draw();
}
void compareplots_noRatio(){
vector<TFile*> files;
files.push_back(new TFile("/storage/9/schweiger/analyseFxFx/pythia8/100kEvents/ttbarMergedFxFx8TeVCTEQ6M-extracted.root"));
files.push_back(new TFile("/storage/9/schweiger/analyseFxFx/pythia8/100kEvents/mergingscale_30/ttbarMergedFxFxMS30GeVMECut10GeV8TeVCTEQ6M-extracted.root"));
files.push_back(new TFile("/storage/9/schweiger/analyseFxFx/pythia8/100kEvents/mergingscale_100/ttbarMergedMS100GeV8TeVCTEQ6M-extracted.root"));
files.push_back(new TFile("/storage/9/schweiger/analyseFxFx/pythia8/100kEvents/mergingscale_100/ttbarMergedMS100GeVMCCut50GeV8TeVCTEQ6M-extracted.root"));
vector<TString> names;
names.push_back("ttbar +0/1 Jet, #mu_{Q}=10 GeV #mu_{ME} = 10 GeV");
names.push_back("ttbar +0/1 Jet, #mu_{Q}=30 GeV #mu_{ME} = 10 GeV");
names.push_back("ttbar +0/1 Jet, #mu_{Q}=100 GeV #mu_{ME} = 10 GeV");
names.push_back("ttbar +0/1 Jet, #mu_{Q}=100 GeV #mu_{ME} = 50 GeV");
vector<TString> titles;
titles.push_back("Gen-Jet p_{T} with pos weights (GeV)");
titles.push_back("Gen-Jet p_{T} with neg weights (GeV)");
titles.push_back("Gen-Jet p_{T} (GeV)");
titles.push_back("Gen_Jet #phi with pos. weights");
titles.push_back("Gen_Jet #phi with neg. weights");
titles.push_back("Gen_Jet #phi");
titles.push_back("Gen Jet #theta with pos weights");
titles.push_back("Gen Jet #theta with neg weights");
titles.push_back("Gen Jet #theta");
titles.push_back("Gen Jet Energy with pos weights (GeV) ");
titles.push_back("Gen Jet Energy with neg weights (GeV)");
titles.push_back("Gen Jet Energy (GeV)");
titles.push_back("p_{T} of hardest Gen-Jet with pos weights (GeV)");
titles.push_back("p_{T} of hardest Gen-Jet with neg weights (GeV)");
titles.push_back("p_{T} of hardest Gen-Jet (GeV)");
titles.push_back("p_{T} of 2nd hardest Gen-Jet with pos weights (GeV)");
titles.push_back("p_{T} of 2nd hardest Gen-Jet with neg weights (GeV)");
titles.push_back("p_{T} of 2nd hardest Gen-Jet (GeV)");
titles.push_back("#eta of hardest Gen-Jets with pos weights");
titles.push_back("#eta of hardest Gen-Jets with neg weights");
titles.push_back("#eta of hardest Gen-Jets");
titles.push_back("Number of Gen-Jets with pos. weights");
titles.push_back("Number of Gen-Jets with neg. weights");
titles.push_back("Number of Gen-Jets");
TFile *vergleich = new TFile("vergleich_ttbar_0Jet.root","RECREATE");
// Show no statistics box
gStyle->SetOptStat(0);
TH1::SetDefaultSumw2();
// Main program part
TIter nextkey(files.at(0)->GetListOfKeys());
TKey *key;
bool first=true;
TCanvas* c = new TCanvas();
c->Print("plots.pdf[");
// Save also as pictures
int pictureNumber = 0;
int run = 0;
while (key = (TKey*)nextkey()) {
pictureNumber++;
TString pictureName = TString::Format("%d.png",pictureNumber);
vector<TH1F*> histos;
histos.push_back((TH1F*)key->ReadObj());
for(size_t i=1;i<files.size();i++){
histos.push_back((TH1F*)files.at(i)->Get(histos.at(0)->GetName()));
}
for(size_t i=0;i<histos.size();i++){
if(i == 0){
histos.at(i)->SetLineColor(kBlack);
}
if(i == 1){
histos.at(i)->SetLineColor(kRed);
}
if(i == 2){
histos.at(i)->SetLineColor(kBlue);
}
if(i == 3){
histos.at(i)->SetLineColor(kGreen+2);
}
if(i == 4){
histos.at(i)->SetLineColor(kMagenta-7);
}
if(i == 5){
histos.at(i)->SetLineColor(kOrange+7);
}
}
for(size_t i=0;i<histos.size();i++){
histos.at(i)->Sumw2();
histos.at(i)->Scale(1./histos.at(i)->Integral(),"width");
}
// Set axis title
histos.at(0)->GetYaxis()->SetTitle("Normalized units");
std::string const histogramName = histos.at(1)->GetName();
histos.at(0)->GetXaxis()->SetLabelSize(0.05);
histos.at(0)->GetXaxis()->SetLabelOffset(0.006);
histos.at(0)->GetYaxis()->SetLabelSize(0.05);
histos.at(0)->GetYaxis()->SetLabelOffset(0.006);
histos.at(0)->GetXaxis()->SetTitleSize(0.06);
histos.at(0)->GetXaxis()->SetTitleOffset(1.1);
histos.at(0)->GetYaxis()->SetTitleSize(0.06);
histos.at(0)->GetYaxis()->SetTitleOffset(1.15);
histos.at(0)->GetXaxis()->SetTitle(titles.at(run));
run = run+1;
if(run == (3*8)){
run = 0;
}
// If only two histograms per plot make a ratio plot
if(histos.size() == 2)
{
//create main pad
TPad *mainPad = new TPad("","",0.0,0.0,1.0,1.0);
mainPad->SetNumber(1);
mainPad->SetBottomMargin(0.15);
mainPad->SetRightMargin(0.04);
mainPad->SetLeftMargin(0.13);
mainPad->Draw();
gStyle->SetOptTitle(0);
//create ratio pad
/*TPad *ratioPad = new TPad("","",0.0,0.0,1.0,0.3);
ratioPad->SetTopMargin(0.0);
ratioPad->SetBottomMargin(0.4);
ratioPad->SetLeftMargin(0.13);
ratioPad->SetRightMargin(0.04);
gStyle->SetOptTitle(0);
ratioPad->SetFillColor(0);
ratioPad->SetNumber(2);
ratioPad->SetGridy();
ratioPad->Draw();*/
// Draw both histograms first
c->cd(1);
histos.at(0)->Draw("histo E");
histos.at(1)->Draw("histo same E");
// Show legend and statistical tests in first pad
for(size_t i=0;i<histos.size()-1;i=i+2){
double ksresult = histos.at(i)->KolmogorovTest(histos.at(i+1));
ksresult=floor(ksresult*1000+0.5)/1000;
double chi2result =histos.at(i)->Chi2Test(histos.at(i+1),"WW");
chi2result=floor(chi2result*1000+0.5)/1000;
stringstream ss;
//ss << " KS: " <<std::setprecision(3) << ksresult << " chi2: " <<std::setprecision(3) << chi2result << " Private Work";
ss << " Private Work";
const char * ch = & ss.str().c_str();;
TLatex * ks = new TLatex(0.1, 0.9-0.03*i, ch );
ks->SetTextColor(histos.at(i)->GetLineColor());
ks->SetNDC();
ks->Draw("");
}
TLegend* l = new TLegend(0.40,0.9,0.69,0.99);
// Options for legend
l->SetBorderSize(0);
l->SetLineStyle(0);
l->SetTextSize(0.049);
l->SetFillStyle(0);
for(size_t i=0;i<names.size();i++){
l->AddEntry(histos.at(i),names.at(i),"L");
}
l->Draw("same");
/*
// Clone histograms and draw ratio plot
c->cd(2);
TH1F* ratioHisto = (TH1F*)histos.at(0)->Clone();
ratioHisto->Divide(histos.at(1));
ratioHisto->SetLineColor(kBlue);
ratioHisto->SetStats(false);
ratioHisto->GetYaxis()->SetTitle("Ratio #frac{noFxFx}{FxFx}");
// Same Size like in histogram
ratioHisto->SetLabelSize(histos.at(0)->GetLabelSize() * 0.7 / 0.3);
ratioHisto->SetTitleOffset((histos.at(0)->GetTitleOffset("Y") * 0.3 / 0.7), "Y");
ratioHisto->SetTitleSize((histos.at(0)->GetTitleSize("Y") * 0.7 / 0.3), "Y");
ratioHisto->SetTitleOffset((histos.at(0)->GetTitleOffset("X")), "X");
ratioHisto->SetTitleSize((histos.at(0)->GetTitleSize("X") * 0.7 / 0.3), "X");
// Use nicer range
ratioHisto->GetYaxis()->SetRangeUser(0, 2.2);
ratioHisto->GetYaxis()->SetNdivisions(503);
ratioHisto->GetYaxis()->SetLabelSize(0.06 * 0.7 / 0.3);
ratioHisto->Draw();*/
}
else
{
TPad *mainPad = new TPad("","",0.0,0.0,1.0,1.0);
mainPad->SetNumber(1);
mainPad->SetBottomMargin(0.15);
mainPad->SetRightMargin(0.04);
mainPad->SetLeftMargin(0.13);
mainPad->Draw();
gStyle->SetOptTitle(0);
//mainPad->SetLogx(1);
c->cd(1);
histos.at(0)->Draw("histo E");
for(size_t i=0;i<histos.size();i++){
histos.at(i)->Draw("histo same E");
}
for(size_t i=0;i<histos.size()-1;i=i+2){
/*
double ksresult = histos.at(i)->KolmogorovTest(histos.at(i+1));
ksresult=floor(ksresult*1000+0.5)/1000;
double chi2result =histos.at(i)->Chi2Test(histos.at(i+1),"WW");
chi2result=floor(chi2result*1000+0.5)/1000;
stringstream ss;
ss << "KS: " <<std::setprecision(3) << ksresult << " chi2: " <<std::setprecision(3) << chi2result;
const char * ch = & ss.str().c_str();;
TText * ks = new TText(0.1, 0.9-0.03*i, ch );
ks->SetTextColor(histos.at(i)->GetLineColor());
ks->SetNDC();
ks->Draw("");
*/
}
TLegend* l = new TLegend(0.65,0.5,0.9,0.7);
l->SetBorderSize(0);
l->SetLineStyle(0);
// l->SetTextSize(0.039);
l->SetFillStyle(0);
for(size_t i=0;i<names.size();i++){
l->AddEntry(histos.at(i),names.at(i),"L");
}
l->Draw("same");
}
c->Print("plots.pdf");
c->SaveAs(pictureName);
vergleich->WriteTObject(c);
}
c->Print("plots.pdf]");
}
void markerwarning()
{
const int Nph = 14;
double np_ph[Nph] = {353.4,300.2,254.3,215.2,181.0,151.3,125.2,102.7, 83.3, 66.7, 52.5, 40.2, 30.2, 22.0};
double nc_ph[Nph] = {3.890,3.734,3.592,3.453,3.342,3.247,3.151,3.047,2.965,2.858,2.701,2.599,2.486,2.328};
double npe_ph[Nph] = {10.068,9.004,8.086,7.304,6.620,6.026,5.504,5.054,4.666,4.334,4.050,3.804,3.604,3.440};
double nce_ph[Nph] = {0.235,0.217,0.210,0.206,0.213,0.223,0.239,0.260,0.283,0.318,0.356,0.405,0.465,0.545};
const int Nbr = 6;
double np_br[Nbr] = {357.0,306.0,239.0,168.0,114.0, 73.0};
double nc_br[Nbr] = {3.501,3.275,3.155,3.060,3.053,3.014};
double npe_br[Nbr] = {8.000,11.000,10.000,9.000,9.000,8.000};
double nce_br[Nbr] = {0.318,0.311,0.306,0.319,0.370,0.429};
TGraphErrors *phUP = new TGraphErrors(Nph,np_ph,nc_ph,npe_ph,nce_ph);
TGraphErrors *phDN = new TGraphErrors(Nph,np_ph,nc_ph,npe_ph,nce_ph);
TGraphErrors *brUP = new TGraphErrors(Nbr,np_br,nc_br,npe_br,nce_br);
TGraphErrors *brDN = new TGraphErrors(Nbr,np_br,nc_br,npe_br,nce_br);
float Top_margin = 0.;
float Left_margin = 0.025;
float Right_margin = 0.005;
float maxPlotPart = 395;
float Marker_Size = 1.3;
int Marker_Style = 8;
float Et_200_Min = 0.71;
float Et_200_Max = 3.80;
float Et_130_Min = 1.21;
float Et_130_Max = 3.29;
float Nc_200_Min = 1.31;
float Nc_200_Max = 4.30;
float Nc_130_Min = 1.51;
float Nc_130_Max = 3.89;
TCanvas *canvasNc = new TCanvas("canvasNc", "Multiplicity",630,10,600,500);
gStyle->SetOptStat(0);
canvasNc->SetFillColor(10);
canvasNc->SetBorderSize(0);
// Primitives in Nc200 pad
TPad *padNcUP = new TPad("padNcUP","200 GeV",0.07,0.60,1.,1.00);
padNcUP->Draw();
padNcUP->cd();
padNcUP->SetFillColor(10);
padNcUP->SetFrameFillColor(10);
padNcUP->SetBorderSize(0);
padNcUP->SetLeftMargin(Left_margin);
padNcUP->SetRightMargin(Right_margin);
padNcUP->SetTopMargin(Top_margin+0.005);
padNcUP->SetBottomMargin(0.00);
TH1F* frameNcUP = new TH1F("frameNcUP","",100,0,maxPlotPart);
frameNcUP->GetYaxis()->SetLabelOffset(0.005);
frameNcUP->GetYaxis()->SetLabelSize(0.10);
frameNcUP->SetMinimum(Nc_200_Min);
frameNcUP->SetMaximum(Nc_200_Max);
frameNcUP->SetNdivisions(505,"Y");
frameNcUP->SetNdivisions(505,"X");
frameNcUP->Draw();
brUP->SetMarkerStyle(22);
brUP->SetMarkerSize (2.0);
brUP->Draw("P");
phDN->SetMarkerStyle(23);
phDN->SetMarkerSize (2);
phDN->Draw("P");
canvasNc->cd();
// Primitives in Nc130 pad
TPad *padNcDN = new TPad("padNcDN","130 GeV",0.07,0.02,1.,0.60);
padNcDN->Draw();
padNcDN->cd();
padNcDN->SetFillColor(10);
padNcDN->SetFrameFillColor(10);
padNcDN->SetBorderSize(0);
padNcDN->SetLeftMargin(Left_margin);
padNcDN->SetRightMargin(Right_margin);
padNcDN->SetTopMargin(Top_margin+0.005);
padNcDN->SetBottomMargin(0.30);
TH1F* frameNcDN = new TH1F("frameNcDN","",100,0,maxPlotPart);
frameNcDN->GetYaxis()->SetLabelOffset(0.005);
frameNcDN->GetYaxis()->SetLabelSize(0.07);
frameNcDN->GetXaxis()->SetLabelOffset(0.005);
frameNcDN->GetXaxis()->SetLabelSize(0.07);
frameNcDN->SetMinimum(Nc_200_Min);
frameNcDN->SetMaximum(Nc_200_Max);
frameNcDN->SetNdivisions(505,"Y");
frameNcDN->SetNdivisions(505,"X");
frameNcDN->Draw();
brDN->SetMarkerStyle(23);
brDN->SetMarkerSize (2.0);
brDN->Draw("P");
phUP->SetMarkerStyle(22);
phUP->SetMarkerSize (2);
phUP->Draw("P");
TLatex t1;
t1.SetTextFont(12); t1.SetTextSize(0.0525);
t1.DrawLatex(-5,0.6,"Non-symmetric symbols should be used carefully in plotting.�These two graphs show how misleading");
t1.DrawLatex(-5,0.4,"a careless use of symbols can be.�The two plots represent the same data sets but because of a bad");
t1.DrawLatex(-5,0.2,"symbol choice, the two plots on the top appear further apart than for the bottom example.");
canvasNc->cd();
}
void SingleAnalysis::DrawGraphs()
{
std::cout << "Drawing graphs" << std::endl;
// special case for erec and deviation
m_pERecCanvas->cd();
TPad *pERecPad = new TPad("ERecPad", "ERecPad", 0.02, 0.37, 0.95, 0.99);
pERecPad->Draw();
pERecPad->cd();
pERecPad->Range(-19.23077,0.01,96.15385,1428.571);
pERecPad->SetFillColor(0);
pERecPad->SetBorderMode(0);
pERecPad->SetBorderSize(2);
pERecPad->SetTickx(1);
pERecPad->SetTicky(1);
pERecPad->SetLeftMargin(0.1666667);
pERecPad->SetRightMargin(0.01);
pERecPad->SetTopMargin(0.02);
pERecPad->SetBottomMargin(0.0);
pERecPad->SetFrameLineWidth(1);
pERecPad->SetFrameBorderMode(0);
m_canvasMultiGraphMap[E_REC].second->Draw("ap");
this->PostDrawMultiGraph(E_REC, m_canvasMultiGraphMap[E_REC].second);
TLegend *pLegend = pERecPad->BuildLegend();
pLegend->SetBorderSize(0);
pLegend->SetLineColor(0);
pLegend->SetLineStyle(0);
pLegend->SetLineWidth(1);
pLegend->SetFillColor(0);
pLegend->SetFillStyle(0);
pLegend->SetTextSize(0.04);
pERecPad->Modified();
m_pERecCanvas->cd();
TPad *pERecDeviationPad = new TPad("ERecDeviationPad", "ERecDeviationPad", 0.02, 0, 0.95, 0.37);
pERecDeviationPad->Draw();
pERecDeviationPad->cd();
pERecDeviationPad->Range(-19.23077,-0.3993507,96.15385,0.25);
pERecDeviationPad->SetFillColor(0);
pERecDeviationPad->SetBorderMode(0);
pERecDeviationPad->SetBorderSize(2);
pERecDeviationPad->SetTickx(1);
pERecDeviationPad->SetTicky(1);
pERecDeviationPad->SetLeftMargin(0.1666667);
pERecDeviationPad->SetRightMargin(0.01);
pERecDeviationPad->SetTopMargin(0);
pERecDeviationPad->SetBottomMargin(0.23);
pERecDeviationPad->SetFrameLineWidth(1);
pERecDeviationPad->SetFrameBorderMode(0);
m_canvasMultiGraphMap[E_REC_DEVIATION].second->Draw("ap");
TF1 *pLin = new TF1("lin", "0", 0, 90);
pLin->SetLineColor(kBlack);
pLin->SetLineWidth(1);
pLin->SetLineStyle(2);
pLin->Draw("same");
this->PostDrawMultiGraph(E_REC_DEVIATION, m_canvasMultiGraphMap[E_REC_DEVIATION].second);
pERecDeviationPad->Modified();
for(CanvasMultiGraphMap::iterator graphIter = m_canvasMultiGraphMap.begin(), graphEndIter = m_canvasMultiGraphMap.end() ;
graphEndIter != graphIter ; ++graphIter)
{
if(graphIter->first == E_REC || graphIter->first == E_REC_DEVIATION)
continue;
graphIter->second.first->cd();
graphIter->second.second->Draw("ap");
this->PostDrawMultiGraph(graphIter->first, graphIter->second.second);
TLegend *pLegend = graphIter->second.first->BuildLegend();
pLegend->SetBorderSize(0);
pLegend->SetLineColor(0);
pLegend->SetLineStyle(1);
pLegend->SetLineWidth(1);
pLegend->SetFillColor(0);
pLegend->SetFillStyle(0);
pLegend->SetTextSize(0.04);
}
}
void wmj_fit_stack()
{
//=========Macro generated from canvas: default_Canvas/defaultCanvas
//========= (Tue May 3 07:35:30 2016) by ROOT version6.04/10
TCanvas *default_Canvas = new TCanvas("default_Canvas", "defaultCanvas",0,0,700,500);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
default_Canvas->SetHighLightColor(2);
default_Canvas->Range(0,0,1,1);
default_Canvas->SetFillColor(0);
default_Canvas->SetBorderMode(0);
default_Canvas->SetBorderSize(2);
default_Canvas->SetTickx(1);
default_Canvas->SetTicky(1);
default_Canvas->SetLeftMargin(0.14);
default_Canvas->SetRightMargin(0.05);
default_Canvas->SetTopMargin(0.05);
default_Canvas->SetBottomMargin(0.16);
default_Canvas->SetFrameLineWidth(2);
default_Canvas->SetFrameBorderMode(0);
// ------------>Primitives in pad: upperPad
TPad *upperPad = new TPad("upperPad", "upperPad",0.005,0.05,0.995,0.995);
upperPad->Draw();
upperPad->cd();
upperPad->Range(-0.1730123,-5358.989,1.06279,32919.5);
upperPad->SetFillColor(0);
upperPad->SetFillStyle(4000);
upperPad->SetBorderMode(0);
upperPad->SetBorderSize(2);
upperPad->SetTickx(1);
upperPad->SetTicky(1);
upperPad->SetLeftMargin(0.14);
upperPad->SetRightMargin(0.05);
upperPad->SetTopMargin(0.05);
upperPad->SetBottomMargin(0.14);
upperPad->SetFrameLineWidth(2);
upperPad->SetFrameBorderMode(0);
upperPad->SetFrameLineWidth(2);
upperPad->SetFrameBorderMode(0);
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fx3005[20] = {
0.025,
0.075,
0.125,
0.175,
0.225,
0.275,
0.325,
0.375,
0.425,
0.475,
0.525,
0.575,
0.625,
0.675,
0.725,
0.775,
0.825,
0.875,
0.925,
0.975};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fy3005[20] = {
0,
0,
9,
26,
118,
315,
881,
1812,
3086,
4575,
5856,
6537,
6824,
6348,
5662,
4769,
4941,
6726,
13179,
28019};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_felx3005[20] = {
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fely3005[20] = {
0,
0,
2.943461,
5.066015,
10.37428,
17.25528,
29.18586,
42.07053,
55.05403,
67.14059,
76.02614,
80.35326,
82.10902,
79.17591,
74.74792,
68.55976,
69.79403,
81.51372,
114.3009,
166.8895};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehx3005[20] = {
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehy3005[20] = {
1.147874,
1.147874,
4.110204,
6.164324,
11.37428,
18.25528,
30.18586,
43.07053,
56.05403,
68.14059,
77.02614,
81.35326,
83.10902,
80.17591,
75.74792,
69.55976,
70.79403,
82.51372,
115.3009,
167.8895};
TGraphAsymmErrors *grae = new TGraphAsymmErrors(20,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fx3005,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fy3005,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_felx3005,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehx3005,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fely3005,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehy3005);
grae->SetName("h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]");
grae->SetTitle("Histogram of combData_plot__muminus_ISO_");
grae->SetFillColor(1);
grae->SetFillStyle(0);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005 = new TH1F("Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005","Histogram of combData_plot__muminus_ISO_",100,0,1.1);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetMinimum(0);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetMaximum(31005.58);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetDirectory(0);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetStats(0);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetLineWidth(2);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->SetMarkerStyle(0);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetRange(1,91);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetNdivisions(1005);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetLabelOffset(0.02);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetTitle("Events / (0.05)");
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetTitleOffset(1.1);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]56300130023005);
grae->Draw("e1pa");
Double_t h5_fx7[47] = {
-0.02439024,
-0.02439024,
0,
1.0201e-08,
0.04999999,
0.05000001,
0.09999999,
0.1,
0.15,
0.15,
0.2,
0.2,
0.25,
0.25,
0.3,
0.3,
0.35,
0.35,
0.4,
0.4,
0.45,
0.45,
0.5,
0.5,
0.55,
0.55,
0.6,
0.6,
0.65,
0.65,
0.7,
0.7,
0.75,
0.75,
0.8,
0.8,
0.85,
0.85,
0.9,
0.9,
0.95,
0.95,
1,
1,
1,
1.02439,
1.02439};
Double_t h5_fy7[47] = {
0,
0,
0,
8.630173e-06,
8.630173e-06,
8.630173e-06,
8.630173e-06,
8.630173e-06,
8.630173e-06,
3.789762,
3.789762,
71.12063,
71.12063,
211.4394,
211.4394,
857.7007,
857.7007,
1798.534,
1798.534,
3099.609,
3099.609,
4425.901,
4425.901,
5601.584,
5601.584,
6533.687,
6533.687,
6910.208,
6910.208,
6392.171,
6392.171,
5777.193,
5777.193,
5020.919,
5020.919,
5207.834,
5207.834,
6798.159,
6798.159,
13033.98,
13033.98,
27939.27,
27939.27,
0,
0,
0,
0};
TGraph *graph = new TGraph(47,h5_fx7,h5_fy7);
graph->SetName("h5");
graph->SetTitle("Projection of ");
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#3333ff");
graph->SetFillColor(ci);
ci = TColor::GetColor("#3333ff");
graph->SetLineColor(ci);
graph->SetLineWidth(2);
ci = TColor::GetColor("#3333ff");
graph->SetMarkerColor(ci);
graph->SetMarkerStyle(0);
TH1F *Graph_h57 = new TH1F("Graph_h57","Projection of ",100,-0.1292683,1.129268);
Graph_h57->SetMinimum(0);
Graph_h57->SetMaximum(30733.2);
Graph_h57->SetDirectory(0);
Graph_h57->SetStats(0);
Graph_h57->SetLineWidth(2);
Graph_h57->SetMarkerStyle(0);
Graph_h57->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_h57->GetXaxis()->SetRange(11,90);
Graph_h57->GetXaxis()->SetNdivisions(1005);
Graph_h57->GetXaxis()->SetLabelFont(132);
Graph_h57->GetXaxis()->SetLabelOffset(0.02);
Graph_h57->GetXaxis()->SetLabelSize(0.05);
Graph_h57->GetXaxis()->SetTitleSize(0.06);
Graph_h57->GetXaxis()->SetTitleFont(132);
Graph_h57->GetYaxis()->SetTitle("Events / (0.05)");
Graph_h57->GetYaxis()->SetLabelFont(132);
Graph_h57->GetYaxis()->SetLabelSize(0.05);
Graph_h57->GetYaxis()->SetTitleSize(0.06);
Graph_h57->GetYaxis()->SetTitleFont(132);
Graph_h57->GetZaxis()->SetLabelFont(132);
Graph_h57->GetZaxis()->SetLabelSize(0.05);
Graph_h57->GetZaxis()->SetTitleSize(0.06);
Graph_h57->GetZaxis()->SetTitleFont(132);
graph->SetHistogram(Graph_h57);
graph->Draw("f");
Double_t sumBkgPdf_totbkg_fitW_fx8[47] = {
-0.02439024,
-0.02439024,
0,
1.0201e-08,
0.04999999,
0.05000001,
0.09999999,
0.1,
0.15,
0.15,
0.2,
0.2,
0.25,
0.25,
0.3,
0.3,
0.35,
0.35,
0.4,
0.4,
0.45,
0.45,
0.5,
0.5,
0.55,
0.55,
0.6,
0.6,
0.65,
0.65,
0.7,
0.7,
0.75,
0.75,
0.8,
0.8,
0.85,
0.85,
0.9,
0.9,
0.95,
0.95,
1,
1,
1,
1.02439,
1.02439};
Double_t sumBkgPdf_totbkg_fitW_fy8[47] = {
0,
0,
0,
2.878569e-06,
2.878569e-06,
2.878569e-06,
2.878569e-06,
2.878569e-06,
2.878569e-06,
3.789757,
3.789757,
71.12063,
71.12063,
211.4394,
211.4394,
855.0132,
855.0132,
1794.513,
1794.513,
3088.88,
3088.88,
4399.772,
4399.772,
5568.272,
5568.272,
6460.972,
6460.972,
6790.725,
6790.725,
6142.168,
6142.168,
5333.208,
5333.208,
4062.953,
4062.953,
3103.771,
3103.771,
2394.858,
2394.858,
1734.507,
1734.507,
1650.883,
1650.883,
0,
0,
0,
0};
graph = new TGraph(47,sumBkgPdf_totbkg_fitW_fx8,sumBkgPdf_totbkg_fitW_fy8);
graph->SetName("sumBkgPdf_totbkg_fitW");
graph->SetTitle("Projection of ");
ci = TColor::GetColor("#ffff66");
graph->SetFillColor(ci);
ci = TColor::GetColor("#ffff66");
graph->SetLineColor(ci);
graph->SetLineWidth(2);
ci = TColor::GetColor("#ffff66");
graph->SetMarkerColor(ci);
graph->SetMarkerStyle(0);
TH1F *Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618 = new TH1F("Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618","Projection of ",100,-0.1292683,1.129268);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetMinimum(0);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetMaximum(7469.797);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetDirectory(0);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetStats(0);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetLineWidth(2);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->SetMarkerStyle(0);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetRange(11,90);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetNdivisions(1005);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetLabelOffset(0.02);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetYaxis()->SetTitle("Events / (0.05)");
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618->GetZaxis()->SetTitleFont(132);
graph->SetHistogram(Graph_Graph_Graph_Graph_sumBkgPdf_totbkg_fitW131618);
graph->Draw("f");
Double_t sumPdf_Norm[muminus_ISO_]_fx9[47] = {
-0.02439024,
-0.02439024,
0,
1.0201e-08,
0.04999999,
0.05000001,
0.09999999,
0.1,
0.15,
0.15,
0.2,
0.2,
0.25,
0.25,
0.3,
0.3,
0.35,
0.35,
0.4,
0.4,
0.45,
0.45,
0.5,
0.5,
0.55,
0.55,
0.6,
0.6,
0.65,
0.65,
0.7,
0.7,
0.75,
0.75,
0.8,
0.8,
0.85,
0.85,
0.9,
0.9,
0.95,
0.95,
1,
1,
1,
1.02439,
1.02439};
Double_t sumPdf_Norm[muminus_ISO_]_fy9[47] = {
0,
0,
0,
8.630165e-06,
8.630165e-06,
8.630165e-06,
8.630165e-06,
8.630165e-06,
8.630165e-06,
3.789756,
3.789756,
71.12054,
71.12054,
211.4391,
211.4391,
857.6998,
857.6998,
1798.532,
1798.532,
3099.606,
3099.606,
4425.897,
4425.897,
5601.578,
5601.578,
6533.68,
6533.68,
6910.201,
6910.201,
6392.164,
6392.164,
5777.187,
5777.187,
5020.914,
5020.914,
5207.829,
5207.829,
6798.152,
6798.152,
13033.97,
13033.97,
27939.24,
27939.24,
0,
0,
0,
0};
graph = new TGraph(47,sumPdf_Norm[muminus_ISO_]_fx9,sumPdf_Norm[muminus_ISO_]_fy9);
graph->SetName("sumPdf_Norm[muminus_ISO_]");
graph->SetTitle("Projection of ");
ci = TColor::GetColor("#ff0000");
graph->SetFillColor(ci);
graph->SetFillStyle(0);
ci = TColor::GetColor("#ff0000");
graph->SetLineColor(ci);
graph->SetLineWidth(2);
ci = TColor::GetColor("#ff0000");
graph->SetMarkerColor(ci);
graph->SetMarkerStyle(0);
TH1F *Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839 = new TH1F("Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839","Projection of ",100,-0.1292683,1.129268);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetMinimum(0);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetMaximum(30733.17);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetDirectory(0);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetStats(0);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetLineWidth(2);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->SetMarkerStyle(0);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetRange(11,90);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetNdivisions(1005);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetLabelOffset(0.02);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetYaxis()->SetTitle("Events / (0.05)");
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839->GetZaxis()->SetTitleFont(132);
graph->SetHistogram(Graph_Graph_Graph_Graph_sumPdf_Norm[muminus_ISO_]151839);
graph->Draw("");
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fx3006[20] = {
0.025,
0.075,
0.125,
0.175,
0.225,
0.275,
0.325,
0.375,
0.425,
0.475,
0.525,
0.575,
0.625,
0.675,
0.725,
0.775,
0.825,
0.875,
0.925,
0.975};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fy3006[20] = {
0,
0,
9,
26,
118,
315,
881,
1812,
3086,
4575,
5856,
6537,
6824,
6348,
5662,
4769,
4941,
6726,
13179,
28019};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_felx3006[20] = {
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fely3006[20] = {
0,
0,
2.943461,
5.066015,
10.37428,
17.25528,
29.18586,
42.07053,
55.05403,
67.14059,
76.02614,
80.35326,
82.10902,
79.17591,
74.74792,
68.55976,
69.79403,
81.51372,
114.3009,
166.8895};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehx3006[20] = {
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025,
0.025};
Double_t h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehy3006[20] = {
1.147874,
1.147874,
4.110204,
6.164324,
11.37428,
18.25528,
30.18586,
43.07053,
56.05403,
68.14059,
77.02614,
81.35326,
83.10902,
80.17591,
75.74792,
69.55976,
70.79403,
82.51372,
115.3009,
167.8895};
grae = new TGraphAsymmErrors(20,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fx3006,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fy3006,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_felx3006,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehx3006,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fely3006,h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]_fehy3006);
grae->SetName("h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]");
grae->SetTitle("Histogram of combData_plot__muminus_ISO_");
grae->SetFillColor(1);
grae->SetFillStyle(0);
grae->SetLineWidth(2);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006 = new TH1F("Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006","Histogram of combData_plot__muminus_ISO_",100,0,1.1);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetMinimum(0);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetMaximum(31005.58);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetDirectory(0);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetStats(0);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetLineWidth(2);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->SetMarkerStyle(0);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetRange(1,91);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetNdivisions(1005);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetLabelOffset(0.02);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetTitle("Events / (0.05)");
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetTitleOffset(1.1);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006->GetZaxis()->SetTitleFont(132);
grae->SetHistogram(Graph_Graph_Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]563001300230053006);
grae->Draw("e1p");
TLegend *leg = new TLegend(0.2,0.53,0.6,0.78,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextFont(132);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(2);
leg->SetFillColor(10);
leg->SetFillStyle(0);
TLegendEntry *entry=leg->AddEntry("h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]","Data, #sqrt{s}=8 TeV","lep");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("h5","Electroweak","f");
ci = TColor::GetColor("#3333ff");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
ci = TColor::GetColor("#3333ff");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("sumBkgPdf_totbkg_fitW","QCD","f");
ci = TColor::GetColor("#ffff66");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
ci = TColor::GetColor("#ffff66");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
entry=leg->AddEntry("sumPdf_Norm[muminus_ISO_]","Fit","l");
ci = TColor::GetColor("#ff0000");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(132);
leg->Draw();
TPaveText *pt = new TPaveText(0.2,0.8,0.4,0.87,"brNDC");
pt->SetBorderSize(0);
pt->SetFillStyle(0);
pt->SetLineWidth(2);
pt->SetTextFont(132);
TText *AText = pt->AddText("LHCb");
pt->Draw();
TH1F *Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy = new TH1F("Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy","Histogram of combData_plot__muminus_ISO_",100,0,1.1);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetMinimum(0);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetMaximum(31005.58);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetDirectory(0);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetStats(0);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetLineWidth(2);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->SetMarkerStyle(0);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetTitle("#it{p}_{T}^{#it{#mu}} / #it{p}_{T}^{#it{#mu}-jet} ");
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetRange(1,91);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetNdivisions(1005);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetLabelOffset(0.02);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetXaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetTitle("Events / (0.05)");
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetTitleOffset(1.1);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetYaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetZaxis()->SetLabelFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetZaxis()->SetLabelSize(0.05);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetZaxis()->SetTitleSize(0.06);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->GetZaxis()->SetTitleFont(132);
Graph_Graph_Graph_Graph_h_combData_Cut[samples == samples::fitW_etam_0 || samples == samples::fitW_etam_1 || samples == samples::fitW_etam_2 || samples == samples::fitW_etam_3]5630013002_copy->Draw("sameaxis");
upperPad->Modified();
default_Canvas->cd();
default_Canvas->Modified();
default_Canvas->cd();
default_Canvas->SetSelected(default_Canvas);
}
void showHistograms(double canvasSizeX, double canvasSizeY,
TH1* histogram_ref, const std::string& legendEntry_ref, double integral_ref,
TH1* histogram2, const std::string& legendEntry2, double integral2,
TH1* histogram3, const std::string& legendEntry3, double integral3,
TH1* histogram4, const std::string& legendEntry4, double integral4,
TH1* histogram5, const std::string& legendEntry5, double integral5,
TH1* histogram6, const std::string& legendEntry6, double integral6,
const std::string& xAxisTitle, double xAxisOffset,
bool useLogScale, double yMin, double yMax, const std::string& yAxisTitle, double yAxisOffset,
double legendX0, double legendY0,
const std::string& outputFileName)
{
if ( !(histogram_ref && histogram2) ) return;
TCanvas* canvas = new TCanvas("canvas", "canvas", canvasSizeX, canvasSizeY);
canvas->SetFillColor(10);
canvas->SetBorderSize(2);
canvas->SetLeftMargin(0.12);
canvas->SetBottomMargin(0.12);
TPad* topPad = new TPad("topPad", "topPad", 0.00, 0.35, 1.00, 1.00);
topPad->SetFillColor(10);
topPad->SetTopMargin(0.04);
topPad->SetLeftMargin(0.15);
topPad->SetBottomMargin(0.03);
topPad->SetRightMargin(0.05);
topPad->SetLogy(useLogScale);
TPad* bottomPad = new TPad("bottomPad", "bottomPad", 0.00, 0.00, 1.00, 0.35);
bottomPad->SetFillColor(10);
bottomPad->SetTopMargin(0.02);
bottomPad->SetLeftMargin(0.15);
bottomPad->SetBottomMargin(0.24);
bottomPad->SetRightMargin(0.05);
bottomPad->SetLogy(false);
canvas->cd();
topPad->Draw();
topPad->cd();
//int colors[6] = { kBlack, kGreen - 6, kBlue - 7, kMagenta - 7, kCyan - 6, kRed - 6 };
int colors[6] = { kBlack, kRed, kBlue - 7, kMagenta - 7, kCyan - 6, kRed - 6 };
int markerStyles[6] = { 24, 25, 20, 21, 22, 23 };
int markerSizes[6] = { 1, 1, 1, 1, 1, 1 };
TLegend* legend = new TLegend(legendX0, legendY0, legendX0 + 0.61, legendY0 + 0.21, "", "brNDC");
legend->SetBorderSize(0);
legend->SetFillColor(0);
histogram_ref->SetTitle("");
histogram_ref->SetStats(false);
histogram_ref->SetMinimum(yMin);
histogram_ref->SetMaximum(yMax);
histogram_ref->SetLineColor(colors[0]);
histogram_ref->SetLineWidth(2);
histogram_ref->SetMarkerColor(colors[0]);
histogram_ref->SetMarkerStyle(markerStyles[0]);
histogram_ref->SetMarkerSize(markerSizes[0]);
histogram_ref->Draw("e1p");
//if ( integral_ref >= 0. ) legend->AddEntry(histogram_ref, Form("%s: %1.2f", legendEntry_ref.data(), integral_ref), "p");
//else legend->AddEntry(histogram_ref, legendEntry_ref.data(), "p");
legend->AddEntry(histogram_ref, Form("%s: %1.2f", legendEntry_ref.data(), integral_ref), "p");
TAxis* xAxis_top = histogram_ref->GetXaxis();
xAxis_top->SetTitle(xAxisTitle.data());
xAxis_top->SetTitleOffset(xAxisOffset);
xAxis_top->SetLabelColor(10);
xAxis_top->SetTitleColor(10);
TAxis* yAxis_top = histogram_ref->GetYaxis();
yAxis_top->SetTitle(yAxisTitle.data());
yAxis_top->SetTitleOffset(yAxisOffset);
if ( histogram2 ) {
histogram2->SetLineColor(colors[1]);
histogram2->SetLineWidth(2);
histogram2->SetMarkerColor(colors[1]);
histogram2->SetMarkerStyle(markerStyles[1]);
histogram2->SetMarkerSize(markerSizes[1]);
histogram2->Draw("e1psame");
//if ( integral2 >= 0. ) legend->AddEntry(histogram2, Form("%s: %1.2f", legendEntry2.data(), integral2), "p");
//else legend->AddEntry(histogram2, legendEntry2.data(), "p");
legend->AddEntry(histogram2, Form("%s: %1.2f", legendEntry2.data(), integral2), "p");
}
if ( histogram3 ) {
histogram3->SetLineColor(colors[2]);
histogram3->SetLineWidth(2);
histogram3->SetMarkerColor(colors[2]);
histogram3->SetMarkerStyle(markerStyles[2]);
histogram3->SetMarkerSize(markerSizes[2]);
histogram3->Draw("e1psame");
//if ( integral3 >= 0. ) legend->AddEntry(histogram3, Form("%s: %1.2f", legendEntry3.data(), integral3), "p");
//else legend->AddEntry(histogram3, legendEntry3.data(), "p");
legend->AddEntry(histogram3, Form("%s: %1.2f", legendEntry3.data(), integral3), "p");
}
if ( histogram4 ) {
histogram4->SetLineColor(colors[3]);
histogram4->SetLineWidth(2);
histogram4->SetMarkerColor(colors[3]);
histogram4->SetMarkerStyle(markerStyles[3]);
histogram4->SetMarkerSize(markerSizes[3]);
histogram4->Draw("e1psame");
if ( integral4 >= 0. ) legend->AddEntry(histogram4, Form("%s: %1.2f", legendEntry4.data(), integral4), "p");
else legend->AddEntry(histogram4, legendEntry4.data(), "p");
}
if ( histogram5 ) {
histogram5->SetLineColor(colors[4]);
histogram5->SetLineWidth(2);
histogram5->SetMarkerColor(colors[4]);
histogram5->SetMarkerStyle(markerStyles[4]);
histogram5->SetMarkerSize(markerSizes[4]);
histogram5->Draw("e1psame");
if ( integral5 >= 0. ) legend->AddEntry(histogram5, Form("%s: %1.2f", legendEntry5.data(), integral5), "p");
else legend->AddEntry(histogram5, legendEntry5.data(), "p");
}
if ( histogram6 ) {
histogram6->SetLineColor(colors[5]);
histogram6->SetLineWidth(2);
histogram6->SetMarkerColor(colors[5]);
histogram6->SetMarkerStyle(markerStyles[5]);
histogram6->SetMarkerSize(markerSizes[5]);
histogram6->Draw("e1psame");
if ( integral6 >= 0. ) legend->AddEntry(histogram6, Form("%s: %1.2f", legendEntry6.data(), integral6), "p");
else legend->AddEntry(histogram6, legendEntry6.data(), "p");
}
legend->Draw();
canvas->cd();
bottomPad->Draw();
bottomPad->cd();
TH1* histogram2_div_ref = 0;
if ( histogram2 ) {
std::string histogramName2_div_ref = std::string(histogram2->GetName()).append("_div_").append(histogram_ref->GetName());
histogram2_div_ref = compRatioHistogram(histogramName2_div_ref, histogram2, histogram_ref);
if ( histogram2_div_ref ) {
histogram2_div_ref->SetTitle("");
histogram2_div_ref->SetStats(false);
histogram2_div_ref->SetMinimum(-0.50);
histogram2_div_ref->SetMaximum(+0.50);
TAxis* xAxis_bottom = histogram2_div_ref->GetXaxis();
xAxis_bottom->SetTitle(xAxis_top->GetTitle());
xAxis_bottom->SetLabelColor(1);
xAxis_bottom->SetTitleColor(1);
xAxis_bottom->SetTitleOffset(1.20);
xAxis_bottom->SetTitleSize(0.08);
xAxis_bottom->SetLabelOffset(0.02);
xAxis_bottom->SetLabelSize(0.08);
xAxis_bottom->SetTickLength(0.055);
TAxis* yAxis_bottom = histogram2_div_ref->GetYaxis();
yAxis_bottom->SetTitle(Form("#frac{%s - %s}{%s}", legendEntry2.data(), legendEntry_ref.data(), legendEntry_ref.data()));
yAxis_bottom->SetTitleOffset(0.85);
yAxis_bottom->SetNdivisions(505);
yAxis_bottom->CenterTitle();
yAxis_bottom->SetTitleSize(0.08);
yAxis_bottom->SetLabelSize(0.08);
yAxis_bottom->SetTickLength(0.04);
histogram2_div_ref->Draw("e1p");
}
}
TH1* histogram3_div_ref = 0;
if ( histogram3 ) {
std::string histogramName3_div_ref = std::string(histogram3->GetName()).append("_div_").append(histogram_ref->GetName());
histogram3_div_ref = compRatioHistogram(histogramName3_div_ref, histogram3, histogram_ref);
if ( histogram3_div_ref ) {
histogram3_div_ref->SetTitle("");
histogram3_div_ref->SetStats(false);
histogram3_div_ref->SetMinimum(-0.50);
histogram3_div_ref->SetMaximum(+0.50);
TAxis* xAxis_bottom = histogram3_div_ref->GetXaxis();
xAxis_bottom->SetTitle(xAxis_top->GetTitle());
xAxis_bottom->SetLabelColor(1);
xAxis_bottom->SetTitleColor(1);
xAxis_bottom->SetTitleOffset(1.20);
xAxis_bottom->SetTitleSize(0.08);
xAxis_bottom->SetLabelOffset(0.02);
xAxis_bottom->SetLabelSize(0.08);
xAxis_bottom->SetTickLength(0.055);
TAxis* yAxis_bottom = histogram3_div_ref->GetYaxis();
yAxis_bottom->SetTitle(Form("#frac{%s - %s}{%s}", legendEntry3.data(), legendEntry_ref.data(), legendEntry_ref.data()));
yAxis_bottom->SetTitleOffset(0.85);
yAxis_bottom->SetNdivisions(505);
yAxis_bottom->CenterTitle();
yAxis_bottom->SetTitleSize(0.08);
yAxis_bottom->SetLabelSize(0.08);
yAxis_bottom->SetTickLength(0.04);
if ( histogram2 ) histogram3_div_ref->Draw("e1psame");
else histogram3_div_ref->Draw("e1p");
}
}
TGraph* graph_line = new TGraph(2);
graph_line->SetPoint(0, xAxis_top->GetXmin(), 0.);
graph_line->SetPoint(1, xAxis_top->GetXmax(), 0.);
graph_line->SetLineColor(8);
graph_line->SetLineWidth(1);
graph_line->Draw("L");
if ( histogram2_div_ref ) histogram2_div_ref->Draw("e1psame");
if ( histogram3_div_ref ) histogram3_div_ref->Draw("e1psame");
TH1* histogram4_div_ref = 0;
if ( histogram4 ) {
std::string histogramName4_div_ref = std::string(histogram4->GetName()).append("_div_").append(histogram_ref->GetName());
histogram4_div_ref = compRatioHistogram(histogramName4_div_ref, histogram4, histogram_ref);
if ( histogram4_div_ref ) {
histogram4_div_ref->Draw("e1psame");
}
}
TH1* histogram5_div_ref = 0;
if ( histogram5 ) {
std::string histogramName5_div_ref = std::string(histogram5->GetName()).append("_div_").append(histogram_ref->GetName());
histogram5_div_ref = compRatioHistogram(histogramName5_div_ref, histogram5, histogram_ref);
if ( histogram5_div_ref ) {
histogram5_div_ref->Draw("e1psame");
}
}
TH1* histogram6_div_ref = 0;
if ( histogram6 ) {
std::string histogramName6_div_ref = std::string(histogram6->GetName()).append("_div_").append(histogram_ref->GetName());
histogram6_div_ref = compRatioHistogram(histogramName6_div_ref, histogram6, histogram_ref);
if ( histogram6_div_ref ) {
histogram6_div_ref->Draw("e1psame");
}
}
canvas->Update();
size_t idx = outputFileName.find_last_of('.');
std::string outputFileName_plot = std::string(outputFileName, 0, idx);
if ( useLogScale ) outputFileName_plot.append("_log");
else outputFileName_plot.append("_linear");
if ( idx != std::string::npos ) canvas->Print(std::string(outputFileName_plot).append(std::string(outputFileName, idx)).data());
canvas->Print(std::string(outputFileName_plot).append(".png").data());
//canvas->Print(std::string(outputFileName_plot).append(".pdf").data());
//canvas->Print(std::string(outputFileName_plot).append(".root").data());
delete legend;
delete histogram2_div_ref;
delete histogram3_div_ref;
delete histogram4_div_ref;
delete histogram5_div_ref;
delete histogram6_div_ref;
delete topPad;
delete bottomPad;
delete canvas;
}
void rulevisHists( TDirectory *rfdir, TDirectory *vardir, TDirectory *corrdir, TMVAGlob::TypeOfPlot type) {
//
if (rfdir==0) return;
if (vardir==0) return;
if (corrdir==0) return;
//
const TString rfName = rfdir->GetName();
const TString maintitle = rfName + " : Rule Importance";
const TString rfNameOpt = "_RF2D_";
const TString outfname[TMVAGlob::kNumOfMethods] = { "rulevisHists",
"rulevisHists_decorr",
"rulevisCorr_pca",
"rulevisCorr_gaussdecorr" };
const TString outputName = outfname[type]+"_"+rfdir->GetName();
//
TIter rfnext(rfdir->GetListOfKeys());
TKey *rfkey;
Double_t rfmax;
Double_t rfmin;
Bool_t allEmpty=kTRUE;
Bool_t first=kTRUE;
while ((rfkey = (TKey*)rfnext())) {
// make sure, that we only look at histograms
TClass *cl = gROOT->GetClass(rfkey->GetClassName());
if (!cl->InheritsFrom("TH2F")) continue;
TH2F *hrf = (TH2F*)rfkey->ReadObj();
TString hname= hrf->GetName();
if (hname.Contains("__RF_")){ // found a new RF plot
Double_t valmin = hrf->GetMinimum();
Double_t valmax = hrf->GetMaximum();
if (first) {
rfmin=valmin;
rfmax=valmax;
first = kFALSE;
} else {
if (valmax>rfmax) rfmax=valmax;
if (valmin<rfmin) rfmin=valmin;
}
if (hrf->GetEntries()>0) allEmpty=kFALSE;
}
}
if (first) {
cout << "ERROR: no RF plots found..." << endl;
return;
}
const Int_t nContours = 100;
Double_t contourLevels[nContours];
Double_t dcl = (rfmax-rfmin)/Double_t(nContours-1);
//
for (Int_t i=0; i<nContours; i++) {
contourLevels[i] = rfmin+dcl*Double_t(i);
}
///////////////////////////
vardir->cd();
// how many plots are in the directory?
Int_t noPlots = ((vardir->GetListOfKeys())->GetEntries()) / 2;
// define Canvas layout here!
// default setting
Int_t xPad; // no of plots in x
Int_t yPad; // no of plots in y
Int_t width; // size of canvas
Int_t height;
switch (noPlots) {
case 1:
xPad = 1; yPad = 1; width = 500; height = 0.7*width; break;
case 2:
xPad = 2; yPad = 1; width = 600; height = 0.7*width; break;
case 3:
xPad = 3; yPad = 1; width = 900; height = 0.4*width; break;
case 4:
xPad = 2; yPad = 2; width = 600; height = width; break;
default:
xPad = 3; yPad = 2; width = 800; height = 0.7*width; break;
}
Int_t noPad = xPad * yPad ;
// this defines how many canvases we need
const Int_t noCanvas = 1 + (Int_t)((noPlots - 0.001)/noPad);
TCanvas **c = new TCanvas*[noCanvas];
for (Int_t ic=0; ic<noCanvas; ic++) c[ic] = 0;
// counter variables
Int_t countCanvas = 0;
Int_t countPad = 1;
// loop over all objects in directory
TIter next(vardir->GetListOfKeys());
TKey *key;
TH1F *sigCpy=0;
TH1F *bgdCpy=0;
//
Bool_t first = kTRUE;
while ((key = (TKey*)next())) {
// make sure, that we only look at histograms
TClass *cl = gROOT->GetClass(key->GetClassName());
if (!cl->InheritsFrom("TH1")) continue;
sig = (TH1F*)key->ReadObj();
TString hname= sig->GetName();
// check for all signal histograms
if (hname.Contains("__S")){ // found a new signal plot
// sigCpy = new TH1F(*sig);
// create new canvas
if ((c[countCanvas]==NULL) || (countPad>noPad)) {
char cn[20];
sprintf( cn, "rulehist%d_", countCanvas+1 );
TString cname(cn);
cname += rfdir->GetName();
c[countCanvas] = new TCanvas( cname, maintitle,
countCanvas*50+200, countCanvas*20, width, height );
// style
c[countCanvas]->Divide(xPad,yPad);
countPad = 1;
}
// save canvas to file
TPad *cPad = (TPad *)(c[countCanvas]->GetPad(countPad));
c[countCanvas]->cd(countPad);
countPad++;
// find the corredponding background histo
TString bgname = hname;
bgname.ReplaceAll("__S","__B");
hkey = vardir->GetKey(bgname);
bgd = (TH1F*)hkey->ReadObj();
if (bgd == NULL) {
cout << "ERROR!!! couldn't find backgroung histo for" << hname << endl;
exit;
}
TString rfname = hname;
rfname.ReplaceAll("__S","__RF");
TKey *hrfkey = rfdir->GetKey(rfname);
TH2F *hrf = (TH2F*)hrfkey->ReadObj();
Double_t wv = hrf->GetMaximum();
// if (rfmax>0.0)
// hrf->Scale(1.0/rfmax);
hrf->SetMinimum(rfmin); // make sure it's zero -> for palette axis
hrf->SetMaximum(rfmax); // make sure max is 1.0 -> idem
hrf->SetContour(nContours,&contourLevels[0]);
// this is set but not stored during plot creation in MVA_Factory
// TMVAGlob::SetSignalAndBackgroundStyle( sigK, bgd );
sig->SetFillStyle(3002);
sig->SetFillColor(1);
sig->SetLineColor(1);
sig->SetLineWidth(2);
bgd->SetFillStyle(3554);
bgd->SetFillColor(1);
bgd->SetLineColor(1);
bgd->SetLineWidth(2);
// chop off "signal"
TString title(hrf->GetTitle());
title.ReplaceAll("signal","");
// finally plot and overlay
Float_t sc = 1.1;
if (countPad==2) sc = 1.3;
sig->SetMaximum( TMath::Max( sig->GetMaximum(), bgd->GetMaximum() )*sc );
Double_t smax = sig->GetMaximum();
if (first) {
hrf->SetTitle( maintitle );
first = kFALSE;
} else {
hrf->SetTitle( "" );
}
hrf->Draw("colz ah");
TMVAGlob::SetFrameStyle( hrf, 1.2 );
sig->Draw("same ah");
bgd->Draw("same ah");
// draw axis using range [0,smax]
hrf->GetXaxis()->SetTitle( title );
hrf->GetYaxis()->SetTitleOffset( 1.30 );
hrf->GetYaxis()->SetTitle("Events");
hrf->GetYaxis()->SetLimits(0,smax);
hrf->Draw("same axis");
cPad->SetRightMargin(0.13);
cPad->Update();
// Draw legend
if (countPad==2){
TLegend *legend= new TLegend( cPad->GetLeftMargin(),
1-cPad->GetTopMargin()-.18,
cPad->GetLeftMargin()+.4,
1-cPad->GetTopMargin() );
legend->AddEntry(sig,"Signal","F");
legend->AddEntry(bgd,"Background","F");
legend->Draw("same");
legend->SetBorderSize(1);
legend->SetMargin( 0.3 );
legend->SetFillColor(19);
legend->SetFillStyle(1);
}
// save canvas to file
if (countPad > noPad) {
c[countCanvas]->Update();
TString fname = Form( "plots/%s_c%i", outputName.Data(), countCanvas+1 );
TMVAGlob::imgconv( c[countCanvas], fname );
// TMVAGlob::plot_logo(); // don't understand why this doesn't work ... :-(
countCanvas++;
}
}
}
if (countPad <= noPad) {
c[countCanvas]->Update();
TString fname = Form( "plots/%s_c%i", outputName.Data(), countCanvas+1 );
TMVAGlob::imgconv( c[countCanvas], fname );
}
}