void flavor_ana(int doMC=1,
const char * JecType = "abs",
const char * inFile0Name="../outputs/jetSkimRelValQCD_Pt_80_120_sw354-JEC_Summer09_7TeV_ReReco332.root",
const char * inFile1Name="djtree_JEC_Summer09_7TeV_ReReco332.root")
{
// Define Inputs
cout << "======= Inputs: ========" << endl;
//cout << "Inclusive jets: " << inFile0Name << endl;
//cout << "Dijets: " << inFile1Name << endl;
//TFile * inFile0 = new TFile(inFile0Name);
//TFile * inFile1 = new TFile(inFile1Name);
TFile * inFile0 = new TFile("../outputs/jetSkimRelValQCD_Pt_80_120_sw354-JEC_Summer09_7TeV_ReReco332.root");
TFile * inFile1 = new TFile(Form("djtree_JEC_Summer09_7TeV_ReReco332_%s.root",JecType));
TTree * Events;
inFile0->GetObject("Events",Events);
TTree * djtree;
inFile1->GetObject("djtree",djtree);
aliases(Events);
// === Dijets ===
cout << endl << "================ dijets ==============" << endl;
Int_t numPreSelEvtl = djtree->GetEntries("vz>-99");
cout << "Events:" << endl;
cout << "- with none-fake vtx: " << numPreSelEvtl << endl;
// - selection -
TCut evtSelDj("nlpet>80 && nlpet<120 && alpet>80 && jdphi>2.8");
TCut evtSelDj2("nlpet>80 && nlpet<120 && alpet>80 && jdphi>3.0");
Int_t numSelEvt1 = djtree->GetEntries(evtSelDj);
cout << "- Passing sel: " << numSelEvt1 << endl;
Int_t numSelEvt2 = djtree->GetEntries(evtSelDj2);
cout << "- Passing diphi sel: " << numSelEvt2 << endl;
// === flavor studies ===
TProfile * hNrJFlav = new TProfile("hNrJFlav","flavor",10,85,110);
hNrJFlav->SetMarkerColor(kRed);
hNrJFlav->SetLineColor(kRed);
hNrJFlav->SetMarkerStyle(kOpenCircle);
hNrJFlav->SetMinimum(0.);
hNrJFlav->SetMaximum(0.7);
hNrJFlav->SetTitle(";p_{T}^{gen jet};q jet fraction");
TProfile * hAwJFlav = (TProfile*)hNrJFlav->Clone("hAwJFlav");
hAwJFlav->SetMarkerColor(kBlue);
hAwJFlav->SetLineColor(kBlue);
TCanvas * cJFlav = new TCanvas("cJFlav","cJFlav",500,500);
TCut matParton("nlpstat>-99&&alpstat>-99");
djtree->Draw("(abs(nlpid)<6):nlpet>>hNrJFlav",evtSelDj&&matParton,"prof");
djtree->Draw("(abs(alpid)<6):alpet>>hAwJFlav",evtSelDj&&matParton,"prof same");
TLegend *leg2 = new TLegend(0.605,0.216,0.905,0.369,NULL,"brNDC");
leg2->SetFillColor(0);
leg2->SetBorderSize(0);
leg2->SetTextSize(0.03);
leg2->AddEntry(hNrJFlav,"Di-Jets, Near Jet","p");
leg2->AddEntry(hAwJFlav,"Di-Jets, Away Jet","p");
leg2->Draw();
cJFlav->Print("plots/cDJFlavor.gif");
}
void QAoccupancy(const Char_t *fdata, const Char_t *fmc)
{
style();
TFile *fdtin = TFile::Open(fdata);
TList *ldtin = (TList *)fdtin->Get("clist");
TH2 *hdtin = (TH2 *)ldtin->FindObject("NClustersSPD2");
TProfile *pdtin = hdtin->ProfileY("pdtin_clusters");
pdtin->SetMarkerStyle(20);
pdtin->SetMarkerSize(2);
pdtin->SetMarkerColor(kAzure-3);
TFile *fmcin = TFile::Open(fmc);
TList *lmcin = (TList *)fmcin->Get("clist");
TH2 *hmcin = (TH2 *)lmcin->FindObject("NClustersSPD2");
TProfile *pmcin = hmcin->ProfileY("pmcin_clusters");
pmcin->SetMarkerStyle(25);
pmcin->SetMarkerSize(2);
pmcin->SetMarkerColor(kRed+1);
TCanvas *c = new TCanvas("cOccupancy", "cOccupancy", 800, 800);
c->SetLogy();
TH1 * hfr = c->DrawFrame(-0.5, 2., 10.5, 500.);
DrawBinLabelsX(hfr, kTRUE);
hfr->SetTitle(";;#LT#it{N}_{clusters,SPD-1}#GT");
pdtin->DrawCopy("same");
pmcin->DrawCopy("same");
TLegend *legend = new TLegend(0.20, 0.18, 0.50, 0.30);
legend->SetFillColor(0);
legend->SetBorderSize(0);
legend->SetTextFont(42);
legend->SetTextSize(0.04);
legend->AddEntry(pdtin, "data", "pl");
legend->AddEntry(pmcin, "Monte Carlo", "pl");
legend->Draw("same");
c->SaveAs(canvasPrefix+"occupancy.pdf");
return;
TCanvas *cr = new TCanvas("cOccupancyr", "cOccupancyr", 800, 800);
// hfr = cr->DrawFrame(-0.5, 0.75, 10.5, 1.25);
// DrawBinLabelsX(hfr, kTRUE);
// hfr->SetTitle(";;#LT#it{N}_{clusters,SPD-1}#GT ratio");
pdtin->SetLineColor(kAzure-3);
pdtin->SetLineWidth(3);
pdtin->Divide(pmcin);
pdtin->Draw("same,histo");
legend = new TLegend(0.505025, 0.760673, 0.805276, 0.930142);
legend->SetFillColor(0);
legend->SetBorderSize(0);
legend->SetTextFont(42);
legend->SetTextSize(0.04);
legend->AddEntry(pdtin, "data / Monte Carlo", "l");
legend->Draw("same");
cr->SaveAs(canvasPrefix+"occupancyr.pdf");
}
// Draw a 2-D plot within the specified Y range and superimpose its X profile,
// setting as sigmas that of the fit (and not the error of the mean)
void plotAndProfileXSpread (TH2* h2, float min, float max, bool profile=false, float ymin=-5., float ymax=5.) {
setStyle(h2);
gPad->SetGrid(1,1);
gStyle->SetGridColor(15);
gStyle->SetOptStat(0);
// h2->RebinX(3);
// h2->RebinY(2);
// h2->SetXTitle("distance from anode (cm)");
// h2->SetYTitle("(d_{reco}-d_{sim})/#sigma_{reco}");
h2->SetMarkerColor(2);
h2->SetLineColor(2);
h2->GetYaxis()->SetTitleOffset(1.4);
h2->GetXaxis()->SetRangeUser(min,max);
h2->GetYaxis()->SetRangeUser(ymin,ymax);
h2->DrawCopy("box");
if (profile) {
TProfile* prof = h2->ProfileX("profile",-1,-1,"s");
prof->SetMarkerStyle(20);
prof->SetMarkerSize(1.2);
prof->SetMarkerColor(1);
prof->SetLineColor(1);
prof->SetLineWidth(2);
prof->DrawCopy("same e1");
delete prof;
}
TLine * l = new TLine(h2->GetXaxis()->GetXmin(),0,h2->GetXaxis()->GetXmax(),0);
l->SetLineColor(3);
l->Draw();
}
void deviationBosonPtOld() {
TFile *lFile = new TFile("ZTPMC.root");
TTree *lTree = (TTree*) lFile->FindObjectAny("WNtupleIdEffNT");
//lTree->Print();
//lTree->Draw("mt");
std::string lZPt = "sqrt((abs(pt)*cos(phi)+abs(jetpt)*cos(jetphi))*(abs(pt)*cos(phi)+abs(jetpt)*cos(jetphi)) + (abs(pt)*sin(phi)+abs(jetpt)*sin(jetphi))*(abs(pt)*sin(phi)+abs(jetpt)*sin(jetphi)))";
TProfile *lPProf = new TProfile("A","A",8,0,40); lPProf->SetMarkerColor(kBlue); lPProf->SetMarkerStyle(21); lPProf->SetLineColor(kBlue);
TProfile *lMProf = new TProfile("B","B",8,0,40); lMProf->SetMarkerColor(kRed); lMProf->SetMarkerStyle(21); lMProf->SetLineColor(kRed);
lTree->Draw(std::string("mt:"+lZPt+">>A").c_str(),std::string("mt > 80 && charge > 0 ").c_str());
lTree->Draw(std::string("mt:"+lZPt+">>B").c_str(),std::string("mt > 80 && charge < 0 ").c_str());
//lTree->Draw(std::string("mt>>A").c_str(),"mt > 80 && charge > 0");
//lTree->Draw(std::string("mt>>B").c_str(),"mt > 80 && charge < 0");
TLegend *lL = new TLegend(0.6,0.6,0.9,0.9);
lL->SetFillColor(0);
lL->AddEntry(lPProf,"Plus","lp");
lL->AddEntry(lMProf,"Minus","lp");
lPProf->Draw();
lMProf->Draw("same");
lL->Draw();
}
void plotAndProfileX (TH2* h2, float min, float max, bool profile) {
setStyle(h2);
gPad->SetGrid(1,1);
gStyle->SetGridColor(15);
h2->GetYaxis()->SetRangeUser(min,max);
h2->Draw();
if (profile) {
TProfile* prof = h2->ProfileX();
prof->SetMarkerColor(2);
prof->SetLineColor(2);
prof->Draw("same");
}
TLine * l = new TLine(h2->GetXaxis()->GetXmin(),0,h2->GetXaxis()->GetXmax(),0);
l->SetLineColor(3);
l->Draw();
}
//------------------------------------------------------------//
// Get TProfile
//------------------------------------------------------------//
TProfile* getProfile(TFile* file, TString pname, TString xtitle,
TString ytitle, int color, int marker)
{
TProfile* prof = (TProfile*) (file->Get(pname.Data())->Clone(Form("%s_%i",pname.Data(),color)));
prof->GetXaxis()->SetTitle(xtitle.Data());
prof->GetYaxis()->SetTitle(ytitle.Data());
prof->SetMarkerStyle(marker);
prof->SetMarkerColor(color);
//prof->SetMarkerSize(0.5);
prof->SetLineColor(color);
prof->SetTitle("");
prof->SetStats(0);
prof->GetYaxis()->SetTitleOffset(1.5);
return prof;
}
//----------------------------------------//
// Get profile from all events mixed
//----------------------------------------//
TProfile* getMixProfile(TFile* file, int nbins,
float xmin, float xmax,
int color, int marker)
{
// Histograms all have same base name
string base = "h_evt";
// String stream easy for manipulation
stringstream ss;
// Create Profile
TProfile* p = new TProfile("mixed","",nbins,xmin,xmax);
p->SetMarkerSize(0.75);
p->SetMarkerStyle(marker);
p->SetMarkerColor(color);
p->SetLineColor(color);
// Now loop over events and get result
TH1F* h = NULL;
for(int i=0; i<m_nEvent; ++i){
ss.str("");
ss << base << i;
h = (TH1F*) file->Get(ss.str().c_str());
// Loop over bin content
for(int bin=1; bin<=h->GetNbinsX(); ++bin){
float content = h->GetBinContent(bin);
float center = h->GetBinCenter(bin);
p->Fill(center, content);
}
h = NULL;
}// end loop events
return p;
}
void plotAnaMult4(char *infname="ana.root")
{
TFile *inf = new TFile(infname);
TTree *tData = (TTree*) inf->Get("Data_tree");
TTree *tMC = (TTree*) inf->Get("MC_tree");
TTree *tPP = (TTree*) inf->Get("PP_tree");
TCanvas *c1 = new TCanvas("c","",1200,700);
// c->Divide(4,1);
TCut recoCut = "leadingJetPt>120&&subleadingJetPt>50&&dphi>5*3.14159265358979/6.&&abs(leadingJetEta)<1.6&&abs(subleadingJetEta)<1.6";
TCut genCut = "genleadingJetPt>120&&gensubleadingJetPt>50&&genDphi>5*3.14159265358979/6.&&abs(genleadingJetEta)<1.6&&abs(gensubleadingJetEta)<1.6";
const int nPtBin=5;
Float_t PtBins[nPtBin+1] = {0.001,0.5,1,1.5,2,3.2};
Int_t centBin[5] = {200,100,60,20,0};
makeMultiPanelCanvas(c1,4,2,0.0,0.0,0.2,0.2,0.02);
for (int i=0;i<4;i++) {
c1->cd(i+1);
TH1D * empty=new TH1D("empty","",100,0,3.19);
// empty->Fill(0.5,1000);
empty->SetMaximum(39.99);
empty->SetMinimum(0.001);
empty->SetNdivisions(105,"X");
empty->GetXaxis()->SetTitleSize(28);
empty->GetXaxis()->SetTitleFont(43);
empty->GetXaxis()->SetTitleOffset(1.8);
empty->GetXaxis()->SetLabelSize(22);
empty->GetXaxis()->SetLabelFont(43);
empty->GetYaxis()->SetTitleSize(28);
empty->GetYaxis()->SetTitleFont(43);
empty->GetYaxis()->SetTitleOffset(1.8);
empty->GetYaxis()->SetLabelSize(22);
empty->GetYaxis()->SetLabelFont(43);
empty->GetXaxis()->CenterTitle();
empty->GetYaxis()->CenterTitle();
empty->SetXTitle("#Delta#eta_{1,2}");
empty->SetYTitle("Multiplicity Difference");
TProfile *pData = new TProfile(Form("pData%d",i),"",nPtBin,PtBins);
TProfile *pMC = new TProfile(Form("pMC%d",i),"",nPtBin,PtBins);
TProfile *pPP = new TProfile(Form("pPP%d",i),"",nPtBin,PtBins);
TProfile *pGen = new TProfile(Form("pGen%d",i),"",nPtBin,PtBins);
TCut centCut = Form("hiBin>=%d&&hiBin<%d",centBin[i+1],centBin[i]);
tData->Draw(Form("-multDiff:abs(leadingJetEta-subleadingJetEta)>>pData%d",i),recoCut&¢Cut);
tPP->Draw(Form("-multDiff:abs(leadingJetEta-subleadingJetEta)>>pPP%d",i),recoCut);
tMC->Draw(Form("-multDiff:abs(leadingJetEta-subleadingJetEta)>>pMC%d",i),recoCut&¢Cut);
tMC->Draw(Form("-genMultDiff:abs(genleadingJetEta-gensubleadingJetEta)>>pGen%d",i),genCut&¢Cut);
pMC->SetLineColor(2);
pMC->SetMarkerColor(2);
pPP->SetLineColor(4);
pPP->SetMarkerColor(4);
// pData->SetAxisRange(0,50,"Y");
// pData->SetAxisRange(0,0.49,"X");
empty->Draw();
double diff=0;
if (i==0) diff=0.1;
drawText(Form("%d-%d %%",(int)(0.5*centBin[i+1]),(int)(0.5*centBin[i])),0.22+diff,0.65);
if (i==0) drawText("PbPb #sqrt{s_{NN}}=2.76 TeV 150/#mub",0.22+diff,0.85);
if (i==0) drawText("pp #sqrt{s_{NN}}=2.76 TeV 5.3/pb",0.22+diff,0.75);
if (i==3) drawText("CMS Preliminary",0.3+diff,0.85);
Float_t sys[4]={1,1,2.5,3};
for (int j=1;j<=pData->GetNbinsX();j++)
{
TBox *b = new TBox(pData->GetBinLowEdge(j),pData->GetBinContent(j)-sys[i],pData->GetBinLowEdge(j+1),pData->GetBinContent(j)+sys[i]);
//b->SetFillColor(kGray);
b->SetFillStyle(0);
b->SetLineColor(1);
b->Draw();
TBox *b2 = new TBox(pPP->GetBinLowEdge(j),pPP->GetBinContent(j)-1,pPP->GetBinLowEdge(j+1),pPP->GetBinContent(j)+1);
//b2->SetFillColor(65);
b2->SetFillStyle(0);
b2->SetLineColor(4);
b2->Draw();
}
pData->Draw("same");
pMC->Draw("same");
pPP->Draw("same");
pGen->SetMarkerColor(4);
pGen->SetMarkerStyle(24);
pData->Draw("same");
// pGen->Draw(" same");
c1->cd(5+i);
TH1D *empty2 = (TH1D*)empty->Clone("empty2");
empty2->SetYTitle("PbPb - pp");
empty2->SetMinimum(-5);
empty2->SetMaximum(+29.99);
empty2->Draw();
// TProfile *pDiff = (TProfile*)pData->Clone("pDiff");
TH1D *pDiff = new TH1D("pDiff","",nPtBin,PtBins);
for (int j=1;j<=pData->GetNbinsX();j++)
{
pDiff->SetBinContent(j,pData->GetBinContent(j)-pPP->GetBinContent(j));
pDiff->SetBinError(j,sqrt(pData->GetBinError(j)*pData->GetBinError(j)+pPP->GetBinError(j)*pPP->GetBinError(j)));
TBox *b = new TBox(pDiff->GetBinLowEdge(j),pDiff->GetBinContent(j)-sys[i],pDiff->GetBinLowEdge(j+1),pDiff->GetBinContent(j)+sys[i]);
TBox *b2 = new TBox(pDiff->GetBinLowEdge(j),pDiff->GetBinContent(j)-sys[i],pDiff->GetBinLowEdge(j+1),pDiff->GetBinContent(j)+sys[i]);
b->SetFillColor(TColor::GetColor("#FFEE00"));
b2->SetLineColor(1);
b2->SetFillStyle(0);
b->Draw();
b2->Draw();
}
pDiff->Draw("p same");
TLegend *leg = new TLegend(0.3,0.6,0.9,0.9);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->AddEntry(pData,"PbPb","pl");
leg->AddEntry(pPP,"pp","pl");
leg->AddEntry(pMC,"PYTHIA+HYDJET","pl");
if (i==0) leg->Draw();
if (i==1) drawText("p_{T,1} > 120 GeV/c",0.22+diff,0.85);
if (i==1) drawText("p_{T,2} > 50 GeV/c",0.22+diff,0.75);
if (i==1) drawText("#Delta#phi_{1,2} > 5#pi/6",0.22+diff,0.65);
}
/*
TCanvas *c1 = new TCanvas("c1","",(ncent+1)*300,700);
makeMultiPanelCanvas(c1,ncent+1,2,0.0,0.0,0.2,0.2,0.02);
TH1D * empty=new TH1D("empty",Form(";%s;<#slash{p}_{T}^{#parallel}> (GeV)",axistitle[index_var].Data()),nalpha/2+1,frac);
TH1D * empty2=new TH1D("empty2",Form(";%s;<#slash{p}_{T}^{#parallel}> (GeV)",axistitle[index_var].Data()),nalpha/2+1,frac);
empty->Fill(0.5,1000);
empty2->Fill(0.5,1000);
if(doIntegrate){
if(index_var==0){
empty->SetMaximum(30);
empty->SetMinimum(-70);
}else{
empty->SetMaximum(35);
empty->SetMinimum(-45);
}
}else{
empty->SetMaximum(15);
empty->SetMinimum(-10);
empty2->SetMaximum(15);
empty2->SetMinimum(-10);
}
empty->GetXaxis()->SetTitleSize(28);
empty->GetXaxis()->SetTitleFont(43);
empty->GetXaxis()->SetTitleOffset(2.2);
empty->GetXaxis()->SetLabelSize(22);
empty->GetXaxis()->SetLabelFont(43);
empty->GetYaxis()->SetTitleSize(28);
empty->GetYaxis()->SetTitleFont(43);
empty->GetYaxis()->SetTitleOffset(2.2);
empty->GetYaxis()->SetLabelSize(22);
empty->GetYaxis()->SetLabelFont(43);
empty2->GetXaxis()->SetTitleSize(28);
empty2->GetXaxis()->SetTitleFont(43);
empty2->GetXaxis()->SetTitleOffset(2.2);
empty2->GetXaxis()->SetLabelSize(22);
empty2->GetXaxis()->SetLabelFont(43);
empty2->GetYaxis()->SetTitleSize(28);
empty2->GetYaxis()->SetTitleFont(43);
empty2->GetYaxis()->SetTitleOffset(2.2);
empty2->GetYaxis()->SetLabelSize(22);
empty2->GetYaxis()->SetLabelFont(43);
c1->cd(ncent+2);
*/
c1->SaveAs("results/MultiplicityDifference-DeltaEta.C");
c1->SaveAs("results/MultiplicityDifference-DeltaEta.gif");
c1->SaveAs("results/MultiplicityDifference-DeltaEta.eps");
c1->SaveAs("results/MultiplicityDifference-DeltaEta.pdf");
}
void fitBjetJES(int ppPbPb=1, int cbinlo=12, int cbinhi=40){
if(!ppPbPb){
cbinlo=0;
cbinhi=40;
}
gStyle->SetOptTitle(0);
gStyle->SetOptStat(0);
TFile *fL;
if(!ppPbPb)fL=new TFile("histos/ppMC_hiReco_jetTrig_highPurity_JEC.root");
else fL=new TFile("histos/PbPbQCDMC_pt30by3_ipHICalibCentWeight.root");
// these are dummy files for pp
TFile *fB=new TFile("histos/PbPbBMC_pt30by3_ipHICalibCentWeight.root");
TFile *fC=new TFile("histos/PbPbCMC_pt30by3_ipHICalibCentWeight.root");
TNtuple *tL = (TNtuple*) fL->Get("nt");
TNtuple *tB = (TNtuple*) fB->Get("nt");
TNtuple *tC = (TNtuple*) fC->Get("nt");
float jtptL, refptL, jtetaL, weightL, refparton_flavorForBL, binL;
tL->SetBranchAddress("jtpt",&jtptL);
tL->SetBranchAddress("jteta",&jtetaL);
tL->SetBranchAddress("refpt",&refptL);
tL->SetBranchAddress("weight",&weightL);
if(ppPbPb)tL->SetBranchAddress("bin",&binL);
tL->SetBranchAddress("refparton_flavorForB",&refparton_flavorForBL);
float jtptB, refptB, jtetaB, weightB, refparton_flavorForBB, binB;
tB->SetBranchAddress("jtpt",&jtptB);
tB->SetBranchAddress("jteta",&jtetaB);
tB->SetBranchAddress("refpt",&refptB);
tB->SetBranchAddress("weight",&weightB);
if(ppPbPb)tB->SetBranchAddress("bin",&binB);
tB->SetBranchAddress("refparton_flavorForB",&refparton_flavorForBB);
float jtptC, refptC, jtetaC, weightC, refparton_flavorForBC, binC;
tC->SetBranchAddress("jtpt",&jtptC);
tC->SetBranchAddress("jteta",&jtetaC);
tC->SetBranchAddress("refpt",&refptC);
tC->SetBranchAddress("weight",&weightC);
if(ppPbPb)tC->SetBranchAddress("bin",&binC);
tC->SetBranchAddress("refparton_flavorForB",&refparton_flavorForBC);
TProfile *hL = new TProfile("hL","hL",250,50,300,0,10);
TProfile *hB = new TProfile("hB","hB",250,50,300,0,10);
TProfile *hC = new TProfile("hC","hC",250,50,300,0,10);
hL->Sumw2(),hB->Sumw2(),hC->Sumw2();
for(int i=0;i<tL->GetEntries();i++){
tL->GetEntry(i);
if(!ppPbPb) binL=39;
if(fabs(jtetaL)<2 && binL>=cbinlo && binL<cbinhi)
hL->Fill(refptL,jtptL/refptL,weightL);
if(!ppPbPb){
if(fabs(jtetaL)<2 && binL>=cbinlo && binL<cbinhi && abs(refparton_flavorForBL)==5)
hB->Fill(refptL,jtptL/refptL,weightL);
if(fabs(jtetaL)<2 && binL>=cbinlo && binL<cbinhi && abs(refparton_flavorForBL)==4)
hC->Fill(refptL,jtptL/refptL,weightL);
}
}
if(ppPbPb){
for(int i=0;i<tB->GetEntries();i++){
tB->GetEntry(i);
if(fabs(jtetaB)<2 && binB>=cbinlo && binB<cbinhi && abs(refparton_flavorForBB)==5)
hB->Fill(refptB,jtptB/refptB,weightB);
}
for(int i=0;i<tC->GetEntries();i++){
tC->GetEntry(i);
if(fabs(jtetaC)<2 && binC>=cbinlo && binC<cbinhi && abs(refparton_flavorForBC)==4)
hC->Fill(refptC,jtptC/refptC,weightC);
}
}
hL->SetMinimum(0.);
hL->SetLineColor(kBlue);
hB->SetLineColor(kRed);
hC->SetLineColor(kGreen);
hL->SetMarkerColor(kBlue);
hB->SetMarkerColor(kRed);
hC->SetMarkerColor(kGreen);
//hL->SetMarkerStyle(4);
//hB->SetMarkerStyle(4);
//hC->SetMarkerStyle(4);
hL->SetXTitle("genJet p_{T} (GeV/c)");
hL->SetYTitle("<reco p_{T} / gen p_{T} >");
hL->GetXaxis()->SetRangeUser(50.,199.999);
hL->GetYaxis()->SetRangeUser(0.5,1.05);
TCanvas *c1=new TCanvas("c1","c1",800,600);
c1->SetGridx(1);
c1->SetGridy(1);
hL->Draw("e1");
hB->Draw("e1,same");
hC->Draw("e1,same");
TLegend *leg=new TLegend(0.4,0.15,0.9,0.45);
leg->SetBorderSize(0);
leg->SetFillStyle(0);
if(ppPbPb&&cbinlo==0&&cbinhi==40)leg->SetHeader("Pythia+Hydjet, 0-100%");
leg->AddEntry(hL,"Inclusive jets","pl");
leg->AddEntry(hC,"c-jets","pl");
leg->AddEntry(hB,"b-jets","pl");
leg->Draw();
TCanvas *c2=new TCanvas("c2","c2",1);
/*
TH1F *hL2 = (TH1F*)hL->Clone("hL2");
TH1F *hB2 = (TH1F*)hB->Clone("hB2");
hL2->Add(hB2,-1);
hL2->Draw();
*/
TH1F *hcorr = new TH1F("hcorr","hcorr",250,50,300);
hcorr->Sumw2();
for(int i=0;i<hL->GetNbinsX();i++){
cout<<" b resp "<<hB->GetBinContent(i+1)<<endl;
cout<<" l resp "<<hL->GetBinContent(i+1)<<endl;
cout<<" l offset "<<1.-hL->GetBinContent(i+1)<<endl;
cout<<" corrected b resp "<<hB->GetBinContent(i+1)+1.-hL->GetBinContent(i+1)<<endl;
float jesOffset = 1.-hL->GetBinContent(i+1);
hcorr->SetBinContent(i+1,hB->GetBinContent(i+1)+jesOffset);
hcorr->SetBinError(i+1,sqrt(hB->GetBinError(i+1)*hB->GetBinError(i+1)+hL->GetBinError(i+1)*hL->GetBinError(i+1)));
}
hcorr->SetMinimum(0.5);
hcorr->SetMaximum(1.1);
hcorr->SetLineColor(kRed);
hcorr->SetMarkerColor(kRed);
hcorr->SetMarkerStyle(4);
hcorr->Draw();
TF1 *fCorr = new TF1("fCorr","[0]+[1]*log(x)+[2]*log(x)*log(x)",50,300);
fCorr->SetLineWidth(1);
fCorr->SetLineColor(kBlue);
hcorr->Fit(fCorr);
TFile *fout;
if(ppPbPb) fout =new TFile(Form("bJEShistos/bJetScale_PbPb_Cent_fineBin_%d_%d.root",cbinlo,cbinhi),"recreate");
else fout =new TFile("bJEShistos/bJetScale_PP_fineBin.root","recreate");
hcorr->Write();
fCorr->Write();
fout->Close();
}
void canvas_write()
{
//just in case this script is executed multiple times
delete gROOT->GetListOfFiles()->FindObject("hsimple.root");
delete gROOT->GetListOfCanvases()->FindObject("c1");
gBenchmark->Start("ntuple1");
//
// Connect ROOT histogram/ntuple demonstration file
// generated by example hsimple.C.
TFile *f1 = new TFile("hsimple.root");
//
// Create a canvas, with 4 pads
//
TCanvas *c1 = new TCanvas("c1","The Ntuple canvas",200,10,700,780);
TPad *pad1 = new TPad("pad1","This is pad1",0.02,0.52,0.48,0.98,21);
TPad *pad2 = new TPad("pad2","This is pad2",0.52,0.52,0.98,0.98,21);
TPad *pad3 = new TPad("pad3","This is pad3",0.02,0.02,0.48,0.48,21);
TPad *pad4 = new TPad("pad4","This is pad4",0.52,0.02,0.98,0.48,1);
pad1->Draw();
pad2->Draw();
pad3->Draw();
pad4->Draw();
//
// Change default style for the statistics box
gStyle->SetStatW(0.30);
gStyle->SetStatH(0.20);
gStyle->SetStatColor(42);
//
// Display a function of one ntuple column imposing a condition
// on another column.
pad1->cd();
pad1->SetGrid();
pad1->SetLogy();
pad1->GetFrame()->SetFillColor(15);
TNtuple *ntuple = (TNtuple*)f1->Get("ntuple");
ntuple->SetLineColor(1);
ntuple->SetFillStyle(1001);
ntuple->SetFillColor(45);
ntuple->Draw("3*px+2","px**2+py**2>1");
ntuple->SetFillColor(38);
ntuple->Draw("2*px+2","pz>2","same");
ntuple->SetFillColor(5);
ntuple->Draw("1.3*px+2","(px^2+py^2>4) && py>0","same");
pad1->RedrawAxis();
//
// Display the profile of two columns
// The profile histogram produced is saved in the current directory with
// the name hprofs
pad2->cd();
pad2->SetGrid();
pad2->GetFrame()->SetFillColor(32);
ntuple->Draw("pz:px>>hprofs","","goffprofs");
TProfile *hprofs = (TProfile*)gDirectory->Get("hprofs");
hprofs->SetMarkerColor(5);
hprofs->SetMarkerSize(0.7);
hprofs->SetMarkerStyle(21);
hprofs->Fit("pol2");
// Get pointer to fitted function and modify its attributes
TF1 *fpol2 = hprofs->GetFunction("pol2");
fpol2->SetLineWidth(4);
fpol2->SetLineColor(2);
//
// Display a scatter plot of two columns with a selection.
// Superimpose the result of another cut with a different marker color
pad3->cd();
pad3->GetFrame()->SetFillColor(38);
pad3->GetFrame()->SetBorderSize(8);
ntuple->SetMarkerColor(1);
ntuple->Draw("py:px","pz>1");
ntuple->SetMarkerColor(2);
ntuple->Draw("py:px","pz<1","same");
//
// Display a 3-D scatter plot of 3 columns. Superimpose a different selection.
pad4->cd();
ntuple->Draw("pz:py:px","(pz<10 && pz>6)+(pz<4 && pz>3)");
ntuple->SetMarkerColor(4);
ntuple->Draw("pz:py:px","pz<6 && pz>4","same");
ntuple->SetMarkerColor(5);
ntuple->Draw("pz:py:px","pz<4 && pz>3","same");
TPaveText *l4 = new TPaveText(-0.9,0.5,0.9,0.95);
l4->SetFillColor(42);
l4->SetTextAlign(12);
l4->AddText("You can interactively rotate this view in 2 ways:");
l4->AddText(" - With the RotateCube in clicking in this pad");
l4->AddText(" - Selecting View with x3d in the View menu");
l4->Draw();
//
c1->cd();
c1->Update();
gStyle->SetStatColor(19);
gBenchmark->Show("ntuple1");
TSQLFile* fsql1 = new TSQLFile(dbname, "recreate", username, userpass);
if (fsql1->IsZombie()) { delete fsql1; return; }
// changing TSQLFile configuration, you may improve speed
// of reading or writing object to/from sql database
// fsql1->SetUseSuffixes(kFALSE);
// fsql1->SetArrayLimit(1000);
// fsql1->SetUseIndexes(1);
// fsql1->SetTablesType("ISAM");
// fsql1->SetUseTransactions(kFALSE);
// Unncomment this line to see all SQL commands in log file
// fsql1->StartLogFile("canvas.log");
gBenchmark->Start("writeSQL");
c1->Write("Canvas");
gBenchmark->Show("writeSQL");
delete fsql1;
}
void makePlot(char* canv)
{
t->SetBranchAddress("LM_PX1", &intree.LM_PX1);
t->SetBranchAddress("LM_PX2", &intree.LM_PX2);
t->SetBranchAddress("LM_PY1", &intree.LM_PY1);
t->SetBranchAddress("LM_PY2", &intree.LM_PY2);
t->SetBranchAddress("LM_P2_Integral", &intree.LM_P2_Integral);
t->SetBranchAddress("time", &intree.timeline);
t->Print();
if(entries<=0)
entries = t->GetEntries();
char title[100]=0;
sprintf(title,"%s runs 1100-1107",canv);
TProfile *prof = new TProfile(title,title,24,0,entries);
TProfile *prof1 = new TProfile(title,title,24,0,entries);
TProfile *prof2 = new TProfile(title,title,24,0,entries);
/**************************************
* read entries
**************************************
*/
Double_t *ratio = new Double_t[entries];
Double_t *parmean = new Double_t[entries];
Double_t *p1 = new Double_t[entries];
Double_t *p2 = new Double_t[entries];
for (int j = 0; j < entries; ++j){
gSystem->Sleep (sleep);
t->GetEntry(j);
ratio[j] = intree.LM_PY1/intree.LM_PY2;
p1[j] = intree.LM_PY1;
p2[j] = intree.LM_PY2;
//cout<<"entry "<<j<<" peak2 "<<intree.LM_PY2<<endl;
}
Double_t mean = TMath::Mean(entries,ratio);
Double_t mean1 = TMath::Mean(entries,p1);
Double_t mean2 = TMath::Mean(entries,p2);
for (int j = 0; j < entries; ++j){
prof->Fill(j,(ratio[j]/mean-1)*100);
prof1->Fill(j,(p1[j]/mean1-1)*100);
prof2->Fill(j,(p2[j]/mean2-1)*100);
}
TCanvas *c1 = new TCanvas(canv,"frascatirun",900,700);
c1->cd();
char axisXname[100];
sprintf(axisXname,"Time (Entries) (total: %i)",entries);
prof->SetXTitle(axisXname);
prof->SetYTitle("Variation (%)");
prof->SetMaximum(1);
prof->SetMinimum(-1);
prof->SetMarkerColor(4);
prof->SetMarkerSize(1);
prof->SetMarkerStyle(8);
prof->SetStats(kFALSE);
prof->Draw();
prof1->SetMarkerColor(5);
prof1->SetMarkerSize(1);
prof1->SetMarkerStyle(6);
prof1->Draw("same");
prof2->SetMarkerColor(1);
prof2->SetMarkerSize(1);
prof2->SetMarkerStyle(7);
prof2->Draw("same");
/* TLegend leg = new TLegend(0.1,0.7,0.48,0.9);
leg->SetHeader("The Legend Title");
leg->AddEntry(h1,"Histogram filled with random numbers","f");
leg->AddEntry("f1","Function abs(#frac{sin(x)}{x})","l");
leg->AddEntry("gr","Graph with error bars","lep");
leg->Draw("same");
*/
}
void ntuple1() {
//Small tree analysis script
// To see the output of this macro, click begin_html <a href="gif/ntuple1.gif">here</a> end_html
//Author:: Rene Brun
//just in case this script is executed multiple times
delete gROOT->GetListOfFiles()->FindObject("hsimple.root");
delete gROOT->GetListOfCanvases()->FindObject("c1");
gBenchmark->Start("ntuple1");
//
// Connect ROOT histogram/ntuple demonstration file
// generated by example $ROOTSYS/tutorials/hsimple.C.
TFile *f1 = TFile::Open("hsimple.root");
if (!f1) return;
//
// Create a canvas, with 4 pads
//
TCanvas *c1 = new TCanvas("c1","The Ntuple canvas",200,10,700,780);
TPad *pad1 = new TPad("pad1","This is pad1",0.02,0.52,0.48,0.98,21);
TPad *pad2 = new TPad("pad2","This is pad2",0.52,0.52,0.98,0.98,21);
TPad *pad3 = new TPad("pad3","This is pad3",0.02,0.02,0.48,0.48,21);
TPad *pad4 = new TPad("pad4","This is pad4",0.52,0.02,0.98,0.48,1);
pad1->Draw();
pad2->Draw();
pad3->Draw();
pad4->Draw();
//
// Change default style for the statistics box
gStyle->SetStatW(0.30);
gStyle->SetStatH(0.20);
gStyle->SetStatColor(42);
//
// Display a function of one ntuple column imposing a condition
// on another column.
pad1->cd();
pad1->SetGrid();
pad1->SetLogy();
pad1->GetFrame()->SetFillColor(15);
TNtuple *ntuple = (TNtuple*)f1->Get("ntuple");
ntuple->SetLineColor(1);
ntuple->SetFillStyle(1001);
ntuple->SetFillColor(45);
ntuple->Draw("3*px+2","px**2+py**2>1");
ntuple->SetFillColor(38);
ntuple->Draw("2*px+2","pz>2","same");
ntuple->SetFillColor(5);
ntuple->Draw("1.3*px+2","(px^2+py^2>4) && py>0","same");
pad1->RedrawAxis();
//
// Display the profile of two columns
// The profile histogram produced is saved in the current directory with
// the name hprofs
pad2->cd();
pad2->SetGrid();
pad2->GetFrame()->SetFillColor(32);
ntuple->Draw("pz:px>>hprofs","","goffprofs");
TProfile *hprofs = (TProfile*)gDirectory->Get("hprofs");
hprofs->SetMarkerColor(5);
hprofs->SetMarkerSize(0.7);
hprofs->SetMarkerStyle(21);
hprofs->Fit("pol2");
// Get pointer to fitted function and modify its attributes
TF1 *fpol2 = hprofs->GetFunction("pol2");
fpol2->SetLineWidth(4);
fpol2->SetLineColor(2);
//
// Display a scatter plot of two columns with a selection.
// Superimpose the result of another cut with a different marker color
pad3->cd();
pad3->GetFrame()->SetFillColor(38);
pad3->GetFrame()->SetBorderSize(8);
ntuple->SetMarkerColor(1);
ntuple->Draw("py:px","pz>1");
ntuple->SetMarkerColor(2);
ntuple->Draw("py:px","pz<1","same");
//
// Display a 3-D scatter plot of 3 columns. Superimpose a different selection.
pad4->cd();
ntuple->Draw("pz:py:px","(pz<10 && pz>6)+(pz<4 && pz>3)");
ntuple->SetMarkerColor(4);
ntuple->Draw("pz:py:px","pz<6 && pz>4","same");
ntuple->SetMarkerColor(5);
ntuple->Draw("pz:py:px","pz<4 && pz>3","same");
TPaveText *l4 = new TPaveText(-0.9,0.5,0.9,0.95);
l4->SetFillColor(42);
l4->SetTextAlign(12);
l4->AddText("You can interactively rotate this view in 2 ways:");
l4->AddText(" - With the RotateCube in clicking in this pad");
l4->AddText(" - Selecting View with x3d in the View menu");
l4->Draw();
//
c1->cd();
c1->Update();
gStyle->SetStatColor(19);
gBenchmark->Show("ntuple1");
}