void dumpStg6Results(string inFile,string outFile, int nEvents = 0,bool useRBM = 1,double theta2Cut = 0.03, bool NoFromStg5 = true,string Stg5Path = "/data/veritas/bzitzer/bootes_1/data/root/") { gROOT->SetBatch(true); TH1D* hSigRF = new TH1D("SigDistRF","Significance Distrbution RF",50,-5,5); TH1D* hSigCBG = new TH1D("SigDistCBG","Significance Distrbution CBG",50,-5,5); // Opening files and getting VEGAS objects: TFile* f = new TFile(inFile.c_str(),"READ"); if(!f->IsOpen() ) { cerr << "Problem opening ROOT file!" << endl; return; } TTree* EventTree = (TTree*)gDirectory->Get("EventStatsTree"); if( EventTree == NULL ) { cout << "No Event Tree!" << endl; return; } TTree* RunTree = (TTree*)gDirectory->Get("RunStatsTree"); if( RunTree == NULL ) { cout << "No Run Tree!" << endl; return; } VASkyMap* vaMapOn = (VASkyMap*)gDirectory->Get("RingBackgroundModelAnalysis/SkyMapOn"); VASkyMap* vaMapAlpha = (VASkyMap*)gDirectory->Get("RingBackgroundModelAnalysis/fAlphaMap"); VACoordinatePair onCenter = vaMapOn->GetCenter(); VACoordinatePair eventCoord; VACoordinatePair trackCoord; VACoordinatePair fRootCoord; VACoordinatePair sourceCoord; // -------------------- // Exclusion regions: // -------------------- TDirectory* RBMExclusion = (TDirectory*)gDirectory->Get("RingBackgroundModelAnalysis/ExclusionRegions"); if( RBMExclusion == NULL ) { cerr << "Problem loading the RBM exclusion directory!" << endl; return; } int nRegions = RBMExclusion->GetNkeys(); VASkyMapExclusionRegion* hSourceExclusion; const int tmp = nRegions; VASkyMapExclusionRegion* exclList[tmp]; vector<VASkyMapExclusionRegion*> vaSourceExcl; TIter next(RBMExclusion->GetListOfKeys()); TKey *key; int i=0; while(key=(TKey*)next()) { hSourceExclusion = (VASkyMapExclusionRegion*)RBMExclusion->FindObjectAny(key->GetName())->Clone(); if( hSourceExclusion != NULL) { if( hSourceExclusion->wasUsed() ) { cout << i << endl; exclList[i] = hSourceExclusion; vaSourceExcl.push_back(hSourceExclusion); cout << hSourceExclusion->GetName() << endl; //cout << "Exclusion Center RA: " << hSourceExclusion->center().getRA_J2000_Deg() << endl; cout << "Exclusion Center RA: " << exclList[i]->center().getRA_J2000_Deg() << endl; cout << "Exclusion Center Dec: " << hSourceExclusion->center().getDec_J2000_Deg() << endl; cout << "Exclusion Radius: " << hSourceExclusion->radius_Deg() << endl; i++; } } } nRegions = i; dumpExcl(exclList,nRegions,outFile); double TelLatRad = 5.52828386357865242e-01; double TelLongRad = -1.93649167430676461e+00; Float_t EffArea,EnergyGeV,El,Az; double RA,Dec; double RATrack,DecTrack; double DayNS; UInt_t MJD; UInt_t RunID; Float_t El_track,Az_track; Float_t El_check,Az_check; double MJDDbl; Double_t W; Double_t liveTime; Double_t PsiEventTree; int NumRuns = RunTree->GetEntries(); Bool_t IsOn,IsOff; double Noise; Float_t RA_fRoot,Dec_fRoot; EventTree->SetBranchAddress("RunNum",&RunID); EventTree->SetBranchAddress("Azimuth",&Az); EventTree->SetBranchAddress("Elevation",&El); EventTree->SetBranchAddress("Noise",&Noise); EventTree->SetBranchAddress("EnergyGeV",&EnergyGeV); EventTree->SetBranchAddress("TrackingAzimuth",&Az_track); EventTree->SetBranchAddress("TrackingElevation",&El_track); EventTree->SetBranchAddress("OnEvent",&IsOn); EventTree->SetBranchAddress("OffEvent",&IsOff); EventTree->SetBranchAddress("Weight",&W); EventTree->SetBranchAddress("Psi",&PsiEventTree); // EventTree->SetBranchAddress("RA",&RA_fRoot); // EventTree->SetBranchAddress("Dec",&Dec_fRoot); EventTree->SetBranchAddress("MJDDbl",&MJDDbl); EventTree->SetBranchAddress("DayNSDbl",&DayNS); EventTree->SetBranchAddress("EffectiveArea",&EffArea); double RASource,DecSource,RAOffset,DecOffset; double RAError,DecError; double fSigRF,fSigCBG; int RunNumRunTree; RunTree->SetBranchAddress("faLiveTime",&liveTime); RunTree->SetBranchAddress("fSourceDecDeg",&DecSource); RunTree->SetBranchAddress("fSourceRADeg",&RASource); RunTree->SetBranchAddress("fOffsetDecDeg",&DecOffset); RunTree->SetBranchAddress("fOffsetRADeg",&RAOffset); RunTree->SetBranchAddress("fSignificance",&fSigRF); RunTree->SetBranchAddress("faRunNumber",&RunNumRunTree); // Signficance distributions: VAAzElRADecXY coord(TelLongRad,TelLatRad); VATime time; TGraph* map = new TGraph(); TGraph* trackError = new TGraph(); TH2D* map2 = new TH2D("skymap","raw counts map",100,65,115,100,10,30); double X,Y; double XRot,YRot; double theta; double RunIDOld = 0; int j = 0; int k = 0; filebuf fb; fb.open(outFile.c_str(),ios::out); ostream os(&fb); TGraph* geffAreaVTime = new TGraph(); if( nEvents == 0 ){ nEvents = EventTree->GetEntries(); } int NumOnEvents = 0; int NumOffEvents = 0; // Stuff to make RBM work; double upperRadRBM = 0.8; double lowerRadRBM = 0.6; double angularSep,psi; bool IsInExcl; // Stuff to make zCresent work: double areaBgRegion = DBL_EPSILON; double upperRadCres = 0.4; double lowerRadCres = 0.6; double areaOnRegion = TMath::TwoPi()*(1.0 - TMath::Cos(TMath::Sqrt(theta2Cut)*TMath::DegToRad())); // rad^2 areaOnRegion *= pow(TMath::RadToDeg(),2.0); // deg^2 //double areaOnRegion = TMath::Pi()*theta2Cut; double wobOffset; // vaStage6 Generalized LiMa calc stuff: vector<double> Non; vector<double> Noff; vector<double> Alpha; vector<double> ExpOn; vector<double> ExpOff; vector<int> RunIDVec; vector<double> SigmaVec; int NumRuns = 0; // header os << "RunID LiveTime(min) Time(MJD) RA Dec RA_track Dec_track Energy(GeV) IsOn Weight Elevation Azimuth Noise Offset" << endl; os << "----------------------------------------------------------------------------------------------------------" << endl; cout.precision(12); os.precision(7); double AvgNoiseFromStg5; for(int i=0; i<nEvents; i++) { EventTree->GetEntry(i); if(i%1000==0) cout << "On Event: " << i << " of " << nEvents <<endl; if(RunID != RunIDOld) { // A new run has started: if(RunIDOld != 0) { Non.push_back(NumOnEvents); Noff.push_back(NumOffEvents); ExpOn.push_back(liveTime/60); ExpOff.push_back(liveTime/60); Alpha.push_back(areaOnRegion/areaBgRegion); cout << RunIDOld << " Non: " << NumOnEvents << " Noff: " << NumOffEvents << " Alpha: " << areaOnRegion/areaBgRegion << " Exp: " << liveTime/60 << endl; fSigCBG = lima(NumOnEvents,NumOffEvents,areaOnRegion/areaBgRegion); SigmaVec.push_back(fSigCBG); RunIDVec.push_back(RunIDOld); hSigCBG->Fill(fSigCBG); NumOnEvents = 0; NumOffEvents = 0; } RunTree->GetEntry(j); if(RunID != RunNumRunTree) { cout << "Run mis-match! " << endl; cout << " Event Tree thinks it is run number: " << RunID << endl; cout << " Run Tree thinks it is run number: " << RunNumRunTree << endl; } j++; hSigRF->Fill(fSigRF); cout << fSigRF << endl; // RASource, RAOffset in Deg if(NoFromStg5 == true) AvgNoiseFromStg5 = getAvgPedVar(RunID,Stg5Path); // I confess to a bit of a Kludge here: coord.setRASource2000((RASource + RAOffset)*TMath::DegToRad()); coord.setDecSource2000((DecSource + DecOffset)*TMath::DegToRad()); sourceCoord.setCoordinates_Deg(RASource,DecSource,2); cout << RunID << " " << liveTime << " " << RASource << " " << DecSource << " " << RAOffset << " " << DecOffset << endl; } time.setFromMJDDbl(MJDDbl); // -------------------- // Coordinate transforms: // -------------------- // Az,El already in radians coord.AzEl2RADec2000(Az,El,time,RA,Dec); // RA,Dec in radians // Az_track, El_track in degrees coord.AzEl2RADec2000(Az_track*TMath::DegToRad(),El_track*TMath::DegToRad(),time,RATrack,DecTrack); // RATrack,DecTrack in radians coord.AzElToXY(Az,El,time,RASource*TMath::DegToRad(),DecSource*TMath::DegToRad(),X,Y); coord.AzElToXY(Az,El,time,X,Y); // coord.XY2RADec2000(X,Y,time,RA,Dec); coord.Derotate(time,X,Y,RATrack*TMath::DegToRad(),DecTrack*TMath::DegToRad(),XRot,YRot); // Flip axis: //XRot = -1.0*XRot; // RA Dec in Degrees now RA *= TMath::RadToDeg(); Dec *= TMath::RadToDeg(); RATrack *= TMath::RadToDeg(); DecTrack *= TMath::RadToDeg(); // RA_fRoot *= TMath::RadToDeg(); // Dec_fRoot *= TMath::RadToDeg(); // RA = XRot + RATrack - RAOffset; //Dec = YRot + DecTrack - DecOffset; // RAError = RA - RA_fRoot; // DecError = Dec - Dec_fRoot; RAError = RASource - (RATrack - RAOffset); DecError = DecSource - (DecTrack - DecOffset); // error corrections: // RA += RAError; // Dec += DecError; RAError *= 3600; //arc sec DecError *= 3600; // arc sec coord.RADec2000ToAzEl(RATrack*TMath::DegToRad(),DecTrack*TMath::DegToRad(),time,Az_check,El_check); // checks in Deg Az_check*=TMath::RadToDeg(); El_check*=TMath::RadToDeg(); eventCoord.setCoordinates_Deg(RA,Dec,2); //trackCoord.setCoordinates_Deg(RATrack,DecTrack,2); trackCoord.setCoordinates_Deg(RASource+RAOffset,DecSource+DecOffset,2); fRootCoord.setCoordinates_Deg(RA_fRoot,Dec_fRoot,2); angularSep = onCenter.angularSeparation_Deg(eventCoord); //psi = trackCoord.angularSeparation_Deg(eventCoord); theta = sourceCoord.angularSeparation_Deg(eventCoord); psi = PsiEventTree; // cout << "dPsi: " << psi - PsiEventTree << endl; //------------------------- // Stuff for RBM analysis: //------------------------- if(useRBM) { IsOff = 0; IsInExcl = 0; if(RunID != RunIDOld) { //wobOffset = sqrt(pow(DecOffset,2.0)+pow(RAOffset,2.0)); wobOffset = sourceCoord.angularSeparation_Deg(trackCoord); upperRadCres = wobOffset + sqrt(theta2Cut); lowerRadCres = wobOffset - sqrt(theta2Cut); // Segue North Kludge/Hack: /* if(TMath::Abs(trackCoord.getRA_J2000_Deg()-151.767) < 0.1 && TMath::Abs(trackCoord.getDec_J2000_Deg()-16.582) < 0.1) { cout << "Warning! I think this is a Segue North Run!" << endl; upperRadCres = 0.5; } */ VASkyMap* vaMapCustom = new VASkyMap("h","h1",sourceCoord,6.0,0.01); //VASkyMap* vaMapCustom = new VASkyMap("h","h1",trackCoord,6.0,0.01); vaMapCustom->MakeBinAreaMap(); areaBgRegion = IntegrateBgArea(vaMapCustom,exclList,trackCoord,lowerRadCres,upperRadCres,nRegions); vaMapCustom->Delete(); cout << "Alpha for Run# " << RunID << " is: " << areaOnRegion/areaBgRegion << endl; } //if( lowerRadRBM < angularSep && angularSep < upperRadRBM ) if( lowerRadCres < psi && psi < upperRadCres ) { for(int m=0; m<nRegions; m++) { if( exclList[m]->isWithinRegion(eventCoord) ) IsInExcl = 1; } if(!IsInExcl) { IsOff = 1; W = areaOnRegion/areaBgRegion; } } } // IsOn = reDefOnFlag(sourceCoord,eventCoord,theta2Cut); if(IsOff || IsOn) { map->SetPoint(k,RA,Dec); trackError->SetPoint(k,RAError,DecError); if(TMath::Abs(RAError) > 40.0 || TMath::Abs(DecError) > 40.0) cout << "Warning! Tracking Error large for for: " << RunID << " RA Error: " << RAError << " Dec Error: " << DecError << endl; k++; if(IsOn) { // if( sqrt((RA - RASource)**2.0 + (Dec - DecSource)**2.0) > sqrt(theta2Cut)) if( theta > sqrt(theta2Cut) ) { cout << "Theta: " << theta << endl; } NumOnEvents++; } if(IsOff){ NumOffEvents++; } // putting needed output into ASCII file os << RunID << " "; os << liveTime << " "; os.precision(12); os << MJDDbl << " "; os.precision(9); os << RA << " "; os << Dec << " "; os << RATrack << " "; os << DecTrack << " "; os.precision(7); os << EnergyGeV << " "; os << IsOn << " "; os << W << " "; os << El_track << " "; os << Az_track << " "; if(!NoFromStg5) os << Noise << " "; else os << AvgNoiseFromStg5 << " "; os << psi << " "; os << endl; } RunIDOld = RunID; } Non.push_back(NumOnEvents); Noff.push_back(NumOffEvents); ExpOn.push_back(liveTime/60); ExpOff.push_back(liveTime/60); Alpha.push_back(areaOnRegion/areaBgRegion); fSigCBG = lima(NumOnEvents,NumOffEvents,areaOnRegion/areaBgRegion); SigmaVec.push_back(fSigCBG); RunIDVec.push_back(RunIDOld); cout << RunIDOld << " Non: " << NumOnEvents << " Noff: " << NumOffEvents << " Alpha: " << areaOnRegion/areaBgRegion << " Exp: " << liveTime/60 << endl; VAStatisticsUtilitiesAnl* StatAnl = new VAStatisticsUtilitiesAnl(Non,Noff,ExpOn,ExpOff,Alpha); cout.precision(7); cout << "Number of ON events: " << sumVector(Non) << endl; cout << "Number of OFF events: " << sumVector(Noff) << endl; cout << "Mean Alpha: " << sumVector(Alpha)/Alpha.size() << endl; cout << "Total Exp Time: " << sumVector(ExpOn) << endl; cout << "Excess : " << StatAnl->ExcessRate() << " +/- " << StatAnl->ExcessRateError() << endl; cout << "Generalized LiMa Significance: " << StatAnl->GeneralisedLiMa() << endl; fb.close(); fb.open("Results.txt",ios::out); ostream os(&fb); for(int i=0; i<Non.size(); i++) { os << "Results for run# " << RunIDVec.at(i) << endl; os << " Number of ON events: " << Non.at(i) << endl; os << " Number of OFF events: " << Noff.at(i) << endl; os << " Alpha: " << Alpha.at(i) << endl; os << " Exp Time: " << ExpOn.at(i) << endl; os << " Significance: " << SigmaVec.at(i) << endl; os << " " << endl; } os << "---------------------------" << endl; os << "Final Results for all runs:" << endl; os << " Number of ON events: " << sumVector(Non) << endl; os << " Number of OFF events: " << sumVector(Noff) << endl; os << " Mean Alpha: " << calcWeightAvgVector(Alpha,ExpOn) << endl; os << " Total Exp Time: " << sumVector(ExpOn) << endl; os << " Excess : " << StatAnl->ExcessRate() << " +/- " << StatAnl->ExcessRateError() << endl; os << " Generalized LiMa Significance: " << StatAnl->GeneralisedLiMa() << endl; fb.close(); TCanvas* c1 = new TCanvas(); map->Draw("A*"); TEllipse* drawBg[tmp]; for(int k=0; k<nRegions; k++) { drawBg[k] = new TEllipse(exclList[k]->center().getRA_J2000_Deg(),exclList[k]->center().getDec_J2000_Deg(), exclList[k]->radius_Deg(),exclList[k]->radius_Deg()); drawBg[k]->SetLineColor(kBlue); drawBg[k]->SetFillColor(0); drawBg[k]->SetFillStyle(0); drawBg[k]->Draw("same"); } // ON region: TEllipse* drawONregion = new TEllipse(RASource,DecSource,sqrt(theta2Cut),sqrt(theta2Cut)); drawONregion->SetLineColor(kRed); drawONregion->SetFillColor(0); drawONregion->SetFillStyle(0); drawONregion->Draw("same"); TCanvas* c2 = new TCanvas(); trackError->GetXaxis()->SetTitle("#delta RA (asec)"); trackError->GetYaxis()->SetTitle("#delta Dec (asec)"); trackError->Draw("A*"); fSigCBG = lima(NumOnEvents,NumOffEvents,areaOnRegion/areaBgRegion); hSigCBG->Fill(fSigCBG); TCanvas* c3 = new TCanvas(); TH1F* hSigRBM = (TH1F*)gDirectory->Get("RingBackgroundModelAnalysis/SigDistributionMinusAllExcl"); TLegend* l = new TLegend(0.7,0.7,0.9,0.9); //hSigRBM->SetDirectory(0); hSigRF->SetDirectory(0); hSigCBG->SetDirectory(0); hSigRF->Scale(1.0/hSigRF->GetEntries()); //hSigRBM->Scale(1.0/hSigRBM->GetEntries()); hSigCBG->Scale(1.0/hSigCBG->GetEntries()); hSigCBG->Draw(); hSigCBG->SetLineColor(kBlue); hSigRF->Draw("same"); hSigRF->SetLineColor(kBlack); //hSigRBM->SetLineColor(kRed); //hSigRBM->Draw("same"); //l->AddEntry(hSigRBM,"Ring Background Model"); l->AddEntry(hSigRF,"Reflected Ring Model"); l->AddEntry(hSigCBG,"Cresent Background Model"); l->Draw("same"); hSigRF->Fit("gaus","LLN"); hSigCBG->Fit("gaus","LLN"); //hSigRBM->Fit("gaus","LLN"); /* TF1* hFitRF = hSigRF->GetFunction("gaus"); TF1* hFitCBG = hSigRF->GetFunction("gaus"); TF1* hFitRBM = hSigRF->GetFunction("gaus"); hFitRF->Draw("same"); hFitRF->SetLineColor(kBlue); hFitCBG->Draw("same"); hFitRBM->Draw("same"); hFitRBM->SetLineColor(kRed); */ cout << "Number of RF entries: " << hSigRF->GetEntries() << endl; cout << "Number of CBG entries: " << hSigCBG->GetEntries() << endl; cout << "CBG Results in Results.txt and Results.root. Remember to rename them!" << endl; f->Close(); TFile* fOut = new TFile("Results.root","RECREATE"); if(!fOut->IsOpen()) { cerr << "Problem with output root file!" << endl; return; } //hSigRBM->Write(); hSigRF->Write(); hSigCBG->Write(); c1->Write(); c2->Write(); c3->Write(); fOut->Close(); }