#define ALIFLOWANALYSISWITHSCALARPRODUCT_CXX
#include "TFile.h"
#include "TList.h"
#include "TMath.h"
#include "TString.h"
#include "TProfile.h"
#include "TVector2.h"
#include "TH1D.h"
#include "TH1F.h"
#include "TH2D.h"
#include "AliFlowCommonConstants.h"
#include "AliFlowEventSimple.h"
#include "AliFlowVector.h"
#include "AliFlowTrackSimple.h"
#include "AliFlowCommonHist.h"
#include "AliFlowCommonHistResults.h"
#include "AliFlowAnalysisWithScalarProduct.h"
ClassImp(AliFlowAnalysisWithScalarProduct)
AliFlowAnalysisWithScalarProduct::AliFlowAnalysisWithScalarProduct():
fDebug(0),
fMinimalBook(kFALSE),
fUsePhiWeights(0),
fApplyCorrectionForNUA(0),
fHarmonic(2),
fNormalizationType(1),
fTotalQvector(3),
fWeightsList(NULL),
fHistList(NULL),
fHistProConfig(NULL),
fHistProQaQbNorm(NULL),
fHistSumOfWeights(NULL),
fHistProNUAq(NULL),
fHistProQNorm(NULL),
fHistProQaQb(NULL),
fHistProQaQbM(NULL),
fHistMaMb(NULL),
fHistQNormQaQbNorm(NULL),
fHistQaNormMa(NULL),
fHistQbNormMb(NULL),
fResolution(NULL),
fHistQaQb(NULL),
fHistQaQbCos(NULL),
fHistNumberOfSubtractedDaughters(NULL),
fCommonHists(NULL),
fCommonHistsuQ(NULL),
fCommonHistsRes(NULL)
{
for(int i=0; i!=2; ++i) {
fPhiWeightsSub[i] = NULL;
for(int j=0; j!=2; ++j) {
fHistProUQ[i][j] = NULL;
fHistProUQQaQb[i][j] = NULL;
fHistProNUAu[i][j][0] = NULL;
fHistProNUAu[i][j][1] = NULL;
for(int k=0; k!=3; ++k)
fHistSumOfWeightsu[i][j][k] = NULL;
}
}
}
AliFlowAnalysisWithScalarProduct::~AliFlowAnalysisWithScalarProduct()
{
delete fWeightsList;
delete fHistList;
}
void AliFlowAnalysisWithScalarProduct::Init() {
Bool_t oldHistAddStatus = TH1::AddDirectoryStatus();
TH1::AddDirectory(kFALSE);
fHistList = new TList();
fHistList->SetName("cobjSP");
fHistList->SetOwner();
TList *uQRelated = new TList();
uQRelated->SetName("uQ");
uQRelated->SetOwner();
TList *nuaRelated = new TList();
nuaRelated->SetName("NUA");
nuaRelated->SetOwner();
TList *errorRelated = new TList();
errorRelated->SetName("error");
errorRelated->SetOwner();
TList *tQARelated = new TList();
tQARelated->SetName("QA");
tQARelated->SetOwner();
fCommonHists = new AliFlowCommonHist("AliFlowCommonHist_SP","AliFlowCommonHist",fMinimalBook);
(fCommonHists->GetHarmonic())->Fill(0.5,fHarmonic);
fHistList->Add(fCommonHists);
fCommonHistsRes = new AliFlowCommonHistResults("AliFlowCommonHistResults_SP","",fHarmonic);
fHistList->Add(fCommonHistsRes);
fHistProConfig = new TProfile("FlowPro_Flags_SP","Flow_Flags_SP",4,0.5,4.5,"s");
fHistProConfig->GetXaxis()->SetBinLabel(1,"fApplyCorrectionForNUA");
fHistProConfig->GetXaxis()->SetBinLabel(2,"fNormalizationType");
fHistProConfig->GetXaxis()->SetBinLabel(3,"fUsePhiWeights");
fHistProConfig->GetXaxis()->SetBinLabel(4,"fHarmonic");
fHistProConfig->Fill(1,fApplyCorrectionForNUA);
fHistProConfig->Fill(2,fNormalizationType);
fHistProConfig->Fill(3,fUsePhiWeights);
fHistProConfig->Fill(4,fHarmonic);
fHistList->Add(fHistProConfig);
fHistProQaQbNorm = new TProfile("FlowPro_QaQbNorm_SP","FlowPro_QaQbNorm_SP", 1, 0.5, 1.5,"s");
fHistProQaQbNorm->SetYTitle("<QaQb/Na/Nb>");
errorRelated->Add(fHistProQaQbNorm);
fHistProNUAq = new TProfile("FlowPro_NUAq_SP","FlowPro_NUAq_SP", 6, 0.5, 6.5,"s");
fHistProNUAq->GetXaxis()->SetBinLabel( 1,"<<sin(#Phi_{a})>>");
fHistProNUAq->GetXaxis()->SetBinLabel( 2,"<<cos(#Phi_{a})>>");
fHistProNUAq->GetXaxis()->SetBinLabel( 3,"<<sin(#Phi_{b})>>");
fHistProNUAq->GetXaxis()->SetBinLabel( 4,"<<cos(#Phi_{b})>>");
fHistProNUAq->GetXaxis()->SetBinLabel( 5,"<<sin(#Phi_{t})>>");
fHistProNUAq->GetXaxis()->SetBinLabel( 6,"<<cos(#Phi_{t})>>");
nuaRelated->Add(fHistProNUAq);
fHistSumOfWeights = new TH1D("Flow_SumOfWeights_SP","Flow_SumOfWeights_SP",2,0.5, 2.5);
fHistSumOfWeights->GetXaxis()->SetBinLabel( 1,"#Sigma Na*Nb");
fHistSumOfWeights->GetXaxis()->SetBinLabel( 2,"#Sigma (Na*Nb)^2");
errorRelated->Add(fHistSumOfWeights);
TString sPOI[2] = {"RP","POI"};
TString sEta[2] = {"Pt","eta"};
TString sTitle[2] = {"p_{T} [GeV]","#eta"};
TString sWeights[3] = {"uQ","uQuQ","uQQaQb"};
Int_t iNbins[2];
Double_t dMin[2], dMax[2];
iNbins[0] = AliFlowCommonConstants::GetMaster()->GetNbinsPt();
iNbins[1] = AliFlowCommonConstants::GetMaster()->GetNbinsEta();
dMin[0] = AliFlowCommonConstants::GetMaster()->GetPtMin();
dMin[1] = AliFlowCommonConstants::GetMaster()->GetEtaMin();
dMax[0] = AliFlowCommonConstants::GetMaster()->GetPtMax();
dMax[1] = AliFlowCommonConstants::GetMaster()->GetEtaMax();
for(Int_t iPOI=0; iPOI!=2; ++iPOI)
for(Int_t iSpace=0; iSpace!=2; ++iSpace) {
fHistProUQ[iPOI][iSpace] = new TProfile( Form( "FlowPro_UQ_%s%s_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ),
Form( "FlowPro_UQ%s%s_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ),
iNbins[iSpace], dMin[iSpace], dMax[iSpace], "s");
fHistProUQ[iPOI][iSpace]->SetXTitle(sTitle[iSpace].Data());
fHistProUQ[iPOI][iSpace]->SetYTitle("<uQ>");
uQRelated->Add(fHistProUQ[iPOI][iSpace]);
fHistProNUAu[iPOI][iSpace][0] = new TProfile( Form("FlowPro_NUAu_%s%s_IM_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ),
Form("FlowPro_NUAu_%s%s_IM_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ),
iNbins[iSpace], dMin[iSpace], dMax[iSpace]);
fHistProNUAu[iPOI][iSpace][0]->SetXTitle(sTitle[iSpace].Data());
nuaRelated->Add(fHistProNUAu[iPOI][iSpace][0]);
fHistProNUAu[iPOI][iSpace][1] = new TProfile( Form("FlowPro_NUAu_%s%s_RE_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ),
Form("FlowPro_NUAu_%s%s_RE_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ),
iNbins[iSpace], dMin[iSpace], dMax[iSpace]);
fHistProNUAu[iPOI][iSpace][1]->SetXTitle(sTitle[iSpace].Data());
nuaRelated->Add(fHistProNUAu[iPOI][iSpace][1]);
fHistProUQQaQb[iPOI][iSpace] = new TProfile( Form("FlowPro_UQQaQb_%s%s_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ),
Form("FlowPro_UQQaQb_%s%s_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ),
iNbins[iSpace], dMin[iSpace], dMax[iSpace]);
fHistProUQQaQb[iPOI][iSpace]->SetXTitle(sTitle[iSpace].Data());
fHistProUQQaQb[iPOI][iSpace]-> SetYTitle("<Qu QaQb>");
errorRelated->Add(fHistProUQQaQb[iPOI][iSpace]);
for(Int_t i=0; i!=3; ++i) {
fHistSumOfWeightsu[iPOI][iSpace][i] = new TH1D( Form("Flow_SumOfWeights_%s%s_%s_SP",sWeights[i].Data(),sPOI[iPOI].Data(),sEta[iSpace].Data()),
Form("Flow_SumOfWeights_%s%s_%s_SP",sWeights[i].Data(),sPOI[iPOI].Data(),sEta[iSpace].Data()),
iNbins[iSpace], dMin[iSpace], dMax[iSpace]);
fHistSumOfWeightsu[iPOI][iSpace][i]->SetYTitle(sWeights[i].Data());
fHistSumOfWeightsu[iPOI][iSpace][i]->SetXTitle(sTitle[iSpace].Data());
errorRelated->Add(fHistSumOfWeightsu[iPOI][iSpace][i]);
}
}
if(fUsePhiWeights) {
if(!fWeightsList) {
printf( "WARNING: fWeightsList is NULL in the Scalar Product method.\n" );
exit(0);
}
fPhiWeightsSub[0] = dynamic_cast<TH1F*>
(fWeightsList->FindObject("phi_weights_sub0"));
if(!fPhiWeightsSub[0]) {
printf( "WARNING: phi_weights_sub0 not found in the Scalar Product method.\n" );
exit(0);
}
nuaRelated->Add( fPhiWeightsSub[0] );
fPhiWeightsSub[1] = dynamic_cast<TH1F*>
(fWeightsList->FindObject("phi_weights_sub1"));
if(!fPhiWeightsSub[1]) {
printf( "WARNING: phi_weights_sub1 not found in the Scalar Product method.\n" );
exit(0);
}
nuaRelated->Add( fPhiWeightsSub[1] );
}
if(!fMinimalBook) {
fHistProQNorm = new TProfile("FlowPro_QNorm_SP","FlowPro_QNorm_SP", 1,0.5,1.5,"s");
fHistProQNorm->SetYTitle("<|Qa+Qb|>");
tQARelated->Add(fHistProQNorm);
fHistProQaQb = new TProfile("FlowPro_QaQb_SP","FlowPro_QaQb_SP", 1,0.5,1.5,"s");
fHistProQaQb->SetYTitle("<QaQb>");
tQARelated->Add(fHistProQaQb);
fHistProQaQbM = new TProfile("FlowPro_QaQbvsM_SP","FlowPro_QaQbvsM_SP",1000,0.0,10000);
fHistProQaQbM->SetYTitle("<QaQb>");
fHistProQaQbM->SetXTitle("M");
fHistProQaQbM->Sumw2();
tQARelated->Add(fHistProQaQbM);
fHistMaMb = new TH2D("Flow_MavsMb_SP","Flow_MavsMb_SP",100,0.,100.,100,0.,100.);
fHistMaMb->SetYTitle("Ma");
fHistMaMb->SetXTitle("Mb");
tQARelated->Add(fHistMaMb);
fHistQNormQaQbNorm = new TH2D("Flow_QNormvsQaQbNorm_SP","Flow_QNormvsQaQbNorm_SP",88,-1.1,1.1,22,0.,1.1);
fHistQNormQaQbNorm->SetYTitle("|Q/Mq|");
fHistQNormQaQbNorm->SetXTitle("QaQb/MaMb");
tQARelated->Add(fHistQNormQaQbNorm);
fHistQaNormMa = new TH2D("Flow_QaNormvsMa_SP","Flow_QaNormvsMa_SP",100,0.,100.,22,0.,1.1);
fHistQaNormMa->SetYTitle("|Qa/Ma|");
fHistQaNormMa->SetXTitle("Ma");
tQARelated->Add(fHistQaNormMa);
fHistQbNormMb = new TH2D("Flow_QbNormvsMb_SP","Flow_QbNormvsMb_SP",100,0.,100.,22,0.,1.1);
fHistQbNormMb->SetYTitle("|Qb/Mb|");
fHistQbNormMb->SetXTitle("Mb");
tQARelated->Add(fHistQbNormMb);
fResolution = new TH1D("Flow_resolution_SP","Flow_resolution_SP",100,-1.0,1.0);
fResolution->SetYTitle("dN/d(Cos2(#phi_a - #phi_b))");
fResolution->SetXTitle("Cos2(#phi_a - #phi_b)");
tQARelated->Add(fResolution);
fHistQaQb = new TH1D("Flow_QaQb_SP","Flow_QaQb_SP",200,-100.,100.);
fHistQaQb->SetYTitle("dN/dQaQb");
fHistQaQb->SetXTitle("dQaQb");
tQARelated->Add(fHistQaQb);
fHistQaQbCos = new TH1D("Flow_QaQbCos_SP","Flow_QaQbCos_SP",63,0.,TMath::Pi());
fHistQaQbCos->SetYTitle("dN/d#phi");
fHistQaQbCos->SetXTitle("#phi");
tQARelated->Add(fHistQaQbCos);
fHistNumberOfSubtractedDaughters = new TH1I("NumberOfSubtractedDaughtersInQ",";daughters;counts;Number of daughters subtracted from Q",5,0.,5.);
tQARelated->Add(fHistNumberOfSubtractedDaughters);
}
fHistList->Add(uQRelated);
fHistList->Add(nuaRelated);
fHistList->Add(errorRelated);
fHistList->Add(tQARelated);
TH1::AddDirectory(oldHistAddStatus);
}
void AliFlowAnalysisWithScalarProduct::Make(AliFlowEventSimple* anEvent) {
if (!anEvent) return;
AliFlowVector* vQarray = new AliFlowVector[2];
if (fUsePhiWeights)
anEvent->Get2Qsub(vQarray,fHarmonic,fWeightsList,kTRUE);
else
anEvent->Get2Qsub(vQarray,fHarmonic);
AliFlowVector vQa = vQarray[0];
AliFlowVector vQb = vQarray[1];
delete [] vQarray;
Double_t dMa = vQa.GetMult();
if( dMa < 2 ) return;
Double_t dMb = vQb.GetMult();
if( dMb < 2 ) return;
if (fUsePhiWeights) {
fCommonHists->FillControlHistograms(anEvent,fWeightsList,kTRUE);
} else {
fCommonHists->FillControlHistograms(anEvent);
}
Double_t dNa = fNormalizationType ? dMa: vQa.Mod();
Double_t dNb = fNormalizationType ? dMb: vQb.Mod();
Double_t dWa = fNormalizationType ? dMa: 1;
Double_t dWb = fNormalizationType ? dMb: 1;
Double_t dQaQb = (vQa*vQb);
AliFlowVector vQm;
vQm.Set(0.0,0.0);
Double_t dNq=0;
if( (fTotalQvector%2)>0 ) {
vQm += vQa;
dNq += dMa;
}
if( fTotalQvector>1 ) {
vQm += vQb;
dNq += dMb;
}
Double_t dWq = fNormalizationType ? dNq: 1;
dNq = fNormalizationType ? dNq: vQm.Mod();
fHistProQaQbNorm->Fill(1.,dQaQb/dNa/dNb,dWa*dWb);
fHistSumOfWeights -> Fill(1.,dWa*dWb);
fHistSumOfWeights -> Fill(2.,pow(dWa*dWb,2.));
fHistProNUAq->Fill(1.,vQa.Y()/dNa,dWa);
fHistProNUAq->Fill(2.,vQa.X()/dNa,dWa);
fHistProNUAq->Fill(3.,vQb.Y()/dNb,dWb);
fHistProNUAq->Fill(4.,vQb.X()/dNb,dWb);
fHistProNUAq->Fill(5.,vQm.Y()/dNq,dWq);
fHistProNUAq->Fill(6.,vQm.X()/dNq,dWq);
AliFlowTrackSimple* pTrack = NULL;
Int_t iNumberOfTracks = anEvent->NumberOfTracks();
for (Int_t i=0;i<iNumberOfTracks;i++) {
pTrack = anEvent->GetTrack(i) ;
if (!pTrack) continue;
Double_t dPhi = pTrack->Phi();
Double_t dPt = pTrack->Pt();
Double_t dEta = pTrack->Eta();
TVector2 vU;
Double_t dUX = TMath::Cos(fHarmonic*dPhi);
Double_t dUY = TMath::Sin(fHarmonic*dPhi);
vU.Set(dUX,dUY);
vQm.Set(0.0,0.0);
Double_t dMq=0;
if( (fTotalQvector%2)>0 ) {
vQm += vQa;
dMq += dMa;
}
if( fTotalQvector>1 ) {
vQm += vQb;
dMq += dMb;
}
for(Int_t inSubEvent=0; inSubEvent<2; ++inSubEvent) {
if( !pTrack->InSubevent( inSubEvent ) )
continue;
if(inSubEvent==0)
if( (fTotalQvector%2)!=1 )
continue;
if(inSubEvent==1)
if( fTotalQvector<2 )
continue;
Double_t dW=1;
if(fUsePhiWeights && fPhiWeightsSub[inSubEvent]) {
Int_t iNBinsPhiSub = fPhiWeightsSub[inSubEvent]->GetNbinsX();
Int_t phiBin = 1+(Int_t)(TMath::Floor(dPhi*iNBinsPhiSub/TMath::TwoPi()));
dW = fPhiWeightsSub[inSubEvent]->GetBinContent(phiBin);
}
Int_t numberOfsubtractedDaughters=vQm.SubtractTrackWithDaughters(pTrack,dW);
if(!fMinimalBook) {
fHistNumberOfSubtractedDaughters->Fill(numberOfsubtractedDaughters);
}
dMq = dMq-dW*pTrack->Weight();
}
dNq = fNormalizationType ? dMq : vQm.Mod();
dWq = fNormalizationType ? dMq : 1;
if(!fMinimalBook) {
fHistProQaQb->Fill(1,vQa*vQb,1);
fHistProQaQbM->Fill(anEvent->GetNumberOfRPs()+0.5,(vQa*vQb)/dMa/dMb,dMa*dMb);
fHistQaQbCos->Fill(TMath::ACos((vQa*vQb)/vQa.Mod()/vQb.Mod()));
fResolution->Fill( TMath::Cos( vQa.Phi()-vQb.Phi() ) );
fHistQaQb->Fill(vQa*vQb);
fHistMaMb->Fill(dMb,dMa);
fHistProQNorm->Fill(1,vQm.Mod()/dMq,dMq);
fHistQNormQaQbNorm->Fill((vQa*vQb)/dMa/dMb,vQm.Mod()/dMq);
fHistQaNormMa->Fill(dMa,vQa.Mod()/dMa);
fHistQbNormMb->Fill(dMb,vQb.Mod()/dMb);
}
Double_t dUQ = vU*vQm;
for(Int_t iPOI=0; iPOI!=2; ++iPOI) {
if( (iPOI==0)&&(!pTrack->InRPSelection()) )
continue;
if( (iPOI==1)&&(!pTrack->InPOISelection(fPOItype)) )
continue;
fHistProUQ[iPOI][0]->Fill(dPt ,dUQ/dNq,dWq);
fHistProUQ[iPOI][1]->Fill(dEta,dUQ/dNq,dWq);
fHistProUQQaQb[iPOI][0]-> Fill(dPt ,dUQ/dNq*dQaQb/dNa/dNb,dWq*dWa*dWb);
fHistProUQQaQb[iPOI][1]-> Fill(dEta,dUQ/dNq*dQaQb/dNa/dNb,dWq*dWa*dWb);
fHistSumOfWeightsu[iPOI][0][0]->Fill(dPt ,dWq);
fHistSumOfWeightsu[iPOI][0][1]->Fill(dPt ,pow(dWq,2.));
fHistSumOfWeightsu[iPOI][0][2]->Fill(dPt ,dWq*dWa*dWb);
fHistSumOfWeightsu[iPOI][1][0]->Fill(dEta,dWq);
fHistSumOfWeightsu[iPOI][1][1]->Fill(dEta,pow(dWq,2.));
fHistSumOfWeightsu[iPOI][1][2]->Fill(dEta,dNq*dWa*dWb);
fHistProNUAu[iPOI][0][0]->Fill(dPt,dUY,1.);
fHistProNUAu[iPOI][0][1]->Fill(dPt,dUX,1.);
fHistProNUAu[iPOI][1][0]->Fill(dEta,dUY,1.);
fHistProNUAu[iPOI][1][1]->Fill(dEta,dUX,1.);
}
}
}
void AliFlowAnalysisWithScalarProduct::GetOutputHistograms(TList *outputListHistos){
fHistList = outputListHistos;
fCommonHists = (AliFlowCommonHist*) fHistList->FindObject("AliFlowCommonHist_SP");
fCommonHistsRes = (AliFlowCommonHistResults*) fHistList->FindObject("AliFlowCommonHistResults_SP");
fHistProConfig = (TProfile*) fHistList->FindObject("FlowPro_Flags_SP");
if(!fHistProConfig) printf("Error loading fHistProConfig\n");
TList *uQ = (TList*) fHistList->FindObject("uQ");
TList *nua = (TList*) fHistList->FindObject("NUA");
TList *error = (TList*) fHistList->FindObject("error");
fHistProQaQbNorm = (TProfile*) error->FindObject("FlowPro_QaQbNorm_SP");
if(!fHistProQaQbNorm) printf("Error loading fHistProQaQbNorm\n");
fHistProNUAq = (TProfile*) nua->FindObject("FlowPro_NUAq_SP");
if(!fHistProNUAq) printf("Error loading fHistProNUAq\n");
fHistSumOfWeights = (TH1D*) error->FindObject("Flow_SumOfWeights_SP");
if(!fHistSumOfWeights) printf("Error loading fHistSumOfWeights\n");
TString sPOI[2] = {"RP","POI"};
TString sEta[2] = {"Pt","eta"};
TString sWeights[3] = {"uQ","uQuQ","uQQaQb"};
for(Int_t iPOI=0; iPOI!=2; ++iPOI) for(Int_t iSpace=0; iSpace!=2; ++iSpace) {
fHistProUQ[iPOI][iSpace] = (TProfile*) uQ->FindObject( Form( "FlowPro_UQ_%s%s_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ) );
if(!fHistProUQ[iPOI][iSpace]) printf("Error loading fHistProUQ[%d][%d]\n",iPOI,iSpace);
fHistProNUAu[iPOI][iSpace][0] = (TProfile*) nua->FindObject( Form("FlowPro_NUAu_%s%s_IM_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ) );
if(!fHistProNUAu[iPOI][iSpace][0]) printf("Error loading fHistProNUAu[%d][%d][0]\n",iPOI,iSpace);
fHistProNUAu[iPOI][iSpace][1] = (TProfile*) nua->FindObject( Form("FlowPro_NUAu_%s%s_RE_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ) );
if(!fHistProNUAu[iPOI][iSpace][1]) printf("Error loading fHistProNUAu[%d][%d][1]\n",iPOI,iSpace);
fHistProUQQaQb[iPOI][iSpace] = (TProfile*) error->FindObject( Form("FlowPro_UQQaQb_%s%s_SP", sEta[iSpace].Data(), sPOI[iPOI].Data() ) );
for(Int_t i=0; i!=3; ++i){
fHistSumOfWeightsu[iPOI][iSpace][i] = (TH1D*) error->FindObject( Form("Flow_SumOfWeights_%s%s_%s_SP",sWeights[i].Data(),sPOI[iPOI].Data(),sEta[iSpace].Data()) );
if(!fHistSumOfWeightsu[iPOI][iSpace][i]) printf("Error loading fHistSumOfWeightsu[%d][%d][%d]\n",iPOI,iSpace,i);
}
}
if(fHistProConfig) {
fApplyCorrectionForNUA = (Int_t) fHistProConfig->GetBinContent(1);
fNormalizationType = (Int_t) fHistProConfig->GetBinContent(2);
fUsePhiWeights = (Int_t) fHistProConfig->GetBinContent(3);
fHarmonic = (Int_t) fHistProConfig->GetBinContent(4);
}
}
void AliFlowAnalysisWithScalarProduct::Finish() {
printf("AliFlowAnalysisWithScalarProduct::Finish()\n");
fApplyCorrectionForNUA = (Int_t)(fHistProConfig->GetBinContent(1));
fNormalizationType = (Int_t)(fHistProConfig->GetBinContent(2));
fHarmonic = (Int_t)(fHistProConfig->GetBinContent(4));
printf("*************************************\n");
printf("*************************************\n");
printf(" Integrated flow from \n");
printf(" Scalar Product \n\n");
if(!fNormalizationType)
printf(" (BehaveAsEP) \n\n");
Double_t dEntriesQaQb = fHistProQaQbNorm->GetEntries();
if( dEntriesQaQb < 1 )
return;
Double_t dQaQb = fHistProQaQbNorm->GetBinContent(1);
if( dQaQb < 0 )
return;
Double_t dSpreadQaQb = fHistProQaQbNorm->GetBinError(1);
Double_t dImQa = fHistProNUAq->GetBinContent(1);
Double_t dReQa = fHistProNUAq->GetBinContent(2);
Double_t dImQb = fHistProNUAq->GetBinContent(3);
Double_t dReQb = fHistProNUAq->GetBinContent(4);
if(fApplyCorrectionForNUA)
dQaQb = dQaQb - dImQa*dImQb - dReQa*dReQb;
printf("QaQb = %f +- %f\n", dQaQb, (dSpreadQaQb/TMath::Sqrt(dEntriesQaQb)) );
Double_t dV = TMath::Sqrt(dQaQb);
printf("ResSub = %f\n", dV );
printf("fTotalQvector %d \n",fTotalQvector);
if(!fNormalizationType) {
if(fTotalQvector>2) {
dV = ComputeResolution( TMath::Sqrt2()*FindXi(dV,1e-6) );
printf("An estimate of the event plane resolution is: %f\n", dV );
}
}
printf("ResTot = %f\n", dV );
Double_t dSumOfLinearWeights = fHistSumOfWeights->GetBinContent(1);
Double_t dSumOfQuadraticWeights = fHistSumOfWeights->GetBinContent(2);
Double_t dTerm1 = 0.;
Double_t dTerm2 = 0.;
if(dSumOfLinearWeights)
dTerm1 = pow(dSumOfQuadraticWeights,0.5)/dSumOfLinearWeights;
if(1.-pow(dTerm1,2.) > 0.)
dTerm2 = 1./pow(1-pow(dTerm1,2.),0.5);
Double_t dStatErrorQaQb = dTerm1 * dSpreadQaQb * dTerm2;
Double_t dVerr = 0.;
if(dQaQb > 0.)
dVerr = (1./(2.*pow(dQaQb,0.5)))*dStatErrorQaQb;
fCommonHistsRes->FillIntegratedFlow(dV,dVerr);
printf("v%d(subevents) = %f +- %f\n",fHarmonic,dV,dVerr);
Int_t iNbins[2];
iNbins[0] = AliFlowCommonConstants::GetMaster()->GetNbinsPt();
iNbins[1] = AliFlowCommonConstants::GetMaster()->GetNbinsEta();
for(Int_t iRFPorPOI=0; iRFPorPOI != 2; ++iRFPorPOI)
for(Int_t iPTorETA=0; iPTorETA != 2; ++iPTorETA)
for(Int_t b=1; b != iNbins[iPTorETA]+1; ++b) {
Double_t duQpro = fHistProUQ[iRFPorPOI][iPTorETA]->GetBinContent(b);
if(fApplyCorrectionForNUA)
duQpro = duQpro
- fHistProNUAu[iRFPorPOI][iPTorETA][1]->GetBinContent(b)*fHistProNUAq->GetBinContent(6)
- fHistProNUAu[iRFPorPOI][iPTorETA][0]->GetBinContent(b)*fHistProNUAq->GetBinContent(5);
Double_t dv2pro = -999.;
if( TMath::Abs(dV!=0.) ) { dv2pro = duQpro/dV; }
Double_t dv2ProErr = CalculateStatisticalError(iRFPorPOI, iPTorETA, b, dStatErrorQaQb);
if( (iRFPorPOI==0)&&(iPTorETA==0) )
fCommonHistsRes->FillDifferentialFlowPtRP( b, dv2pro, dv2ProErr);
if( (iRFPorPOI==0)&&(iPTorETA==1) )
fCommonHistsRes->FillDifferentialFlowEtaRP( b, dv2pro, dv2ProErr);
if( (iRFPorPOI==1)&&(iPTorETA==0) )
fCommonHistsRes->FillDifferentialFlowPtPOI( b, dv2pro, dv2ProErr);
if( (iRFPorPOI==1)&&(iPTorETA==1) )
fCommonHistsRes->FillDifferentialFlowEtaPOI(b, dv2pro, dv2ProErr);
}
printf("\n");
printf("*************************************\n");
printf("*************************************\n");
}
void AliFlowAnalysisWithScalarProduct::WriteHistograms(TDirectoryFile *outputFileName) const {
outputFileName->Add(fHistList);
outputFileName->Write(outputFileName->GetName(), TObject::kSingleKey);
}
Double_t AliFlowAnalysisWithScalarProduct::CalculateStatisticalError(Int_t iRFPorPOI, Int_t iPTorETA, Int_t b, Double_t aStatErrorQaQb) const {
Double_t duQproSpread = fHistProUQ[iRFPorPOI][iPTorETA]->GetBinError(b);
Double_t sumOfMq = fHistSumOfWeightsu[iRFPorPOI][iPTorETA][0]->GetBinContent(b);
Double_t sumOfMqSquared = fHistSumOfWeightsu[iRFPorPOI][iPTorETA][1]->GetBinContent(b);
Double_t dQaQb = fHistProQaQbNorm->GetBinContent(1);
if(fApplyCorrectionForNUA) {
Double_t dImQa = fHistProNUAq->GetBinContent(1);
Double_t dReQa = fHistProNUAq->GetBinContent(2);
Double_t dImQb = fHistProNUAq->GetBinContent(3);
Double_t dReQb = fHistProNUAq->GetBinContent(4);
dQaQb = dQaQb - dImQa*dImQb - dReQa*dReQb;
}
Double_t dTerm1 = 0.;
Double_t dTerm2 = 0.;
if(sumOfMq) {
dTerm1 = (pow(sumOfMqSquared,0.5)/sumOfMq);
}
if(1.-pow(dTerm1,2.)>0.) {
dTerm2 = 1./pow(1.-pow(dTerm1,2.),0.5);
}
Double_t duQproErr = dTerm1*duQproSpread*dTerm2;
Double_t dTerm1Cov = fHistSumOfWeightsu[iRFPorPOI][iPTorETA][2]->GetBinContent(b);
Double_t dTerm2Cov = fHistSumOfWeights->GetBinContent(1);
Double_t dTerm3Cov = sumOfMq;
Double_t dWeightedCovariance = 0.;
if(dTerm2Cov*dTerm3Cov>0.) {
Double_t dDenominator = 1.-dTerm1Cov/(dTerm2Cov*dTerm3Cov);
Double_t dPrefactor = dTerm1Cov/(dTerm2Cov*dTerm3Cov);
if(dDenominator!=0) {
Double_t dCovariance = ( fHistProUQQaQb[iRFPorPOI][iPTorETA]->GetBinContent(b)-dQaQb*fHistProUQ[iRFPorPOI][iPTorETA]->GetBinContent(b))/dDenominator;
dWeightedCovariance = dCovariance*dPrefactor;
}
}
Double_t dv2ProErr = 0.;
if(dQaQb>0.) {
Double_t dv2ProErrorSquared = (1./4.)*pow(dQaQb,-3.)*
(pow(fHistProUQ[iRFPorPOI][iPTorETA]->GetBinContent(b),2.)*pow(aStatErrorQaQb,2.)
+ 4.*pow(dQaQb,2.)*pow(duQproErr,2.)
- 4.*dQaQb*fHistProUQ[iRFPorPOI][iPTorETA]->GetBinContent(b)*dWeightedCovariance);
if(dv2ProErrorSquared>0.) dv2ProErr = pow(dv2ProErrorSquared,0.5);
}
return dv2ProErr;
}
Double_t AliFlowAnalysisWithScalarProduct::ComputeResolution( Double_t x ) const {
if(x > 51.3) {
printf("Warning: Estimation of total resolution might be WRONG. Please check!");
return 0.99981;
}
Double_t a = x*x/4;
Double_t b = TMath::Exp(-a)*TMath::BesselI0(a)+TMath::Exp(-a)*TMath::BesselI1(a);
return TMath::Sqrt(TMath::PiOver2())/2*x*b;
}
Double_t AliFlowAnalysisWithScalarProduct::FindXi( Double_t res, Double_t prec ) const {
if(res > 0.99981) {
printf("Warning: Resolution for subEvent is high. You reached the precision limit.");
return 51.3;
}
int nSteps =0;
Double_t xtmp=0, xmin=0, xmax=51.3, rtmp=0, delta=2*prec;
while( delta > prec ) {
xtmp = 0.5*(xmin+xmax);
rtmp = ComputeResolution(xtmp);
delta = TMath::Abs( res-rtmp );
if(rtmp>res) xmax = xtmp;
if(rtmp<res) xmin = xtmp;
nSteps++;
}
return xtmp;
}
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