/* ======================================================================== *\ ! ! * ! * This file is part of MARS, the MAGIC Analysis and Reconstruction ! * Software. It is distributed to you in the hope that it can be a useful ! * and timesaving tool in analysing Data of imaging Cerenkov telescopes. ! * It is distributed WITHOUT ANY WARRANTY. ! * ! * Permission to use, copy, modify and distribute this software and its ! * documentation for any purpose is hereby granted without fee, ! * provided that the above copyright notice appear in all copies and ! * that both that copyright notice and this permission notice appear ! * in supporting documentation. It is provided "as is" without express ! * or implied warranty. ! * ! ! ! Author(s): Thomas Bretz, 3/2004 ! ! Copyright: MAGIC Software Development, 2000-2004 ! ! \* ======================================================================== */ ////////////////////////////////////////////////////////////////////////////// // // MHFalseSource // // Create a false source plot. For the Binning in x,y the object MBinning // "BinningFalseSource" is taken from the paremeter list. // // The binning in alpha is currently fixed as 18bins from 0 to 90deg. // // If MTime, MObservatory and MPointingPos is available in the paremeter // list each image is derotated. // // MHFalseSource fills a 3D histogram with alpha distribution for // each (derotated) x and y position. // // Only a radius of 1.2deg around the camera center is taken into account. // // The displayed histogram is the projection of alpha90-fAlphaCut // // By using the context menu (find it in a small region between the single // pads) you can change the AlphaCut 'online' // // Each Z-Projection (Alpha-histogram) is scaled such, that the number // of entries fits the maximum number of entries in all Z-Projections. // This should correct for the different acceptance in the center // and at the vorder of the camera. This, however, produces more noise // at the border. // // Here is a slightly simplified version of the algorithm: // ------------------------------------------------------ // MHillas hil; // Taken as second argument in MFillH // // MSrcPosCam src; // MHillasSrc hsrc; // hsrc.SetSrcPos(&src); // // for (int ix=0; ix #include #include #include #include #include #include #include #include #include #include #include "MGeomCam.h" #include "MSrcPosCam.h" #include "MHillas.h" #include "MHillasSrc.h" #include "MTime.h" #include "MObservatory.h" #include "MPointingPos.h" #include "MAstroCatalog.h" #include "MAstroSky2Local.h" #include "MStatusDisplay.h" #include "MMath.h" #include "MAlphaFitter.h" #include "MString.h" #include "MBinning.h" #include "MParList.h" #include "MLog.h" #include "MLogManip.h" ClassImp(MHFalseSource); using namespace std; //class MHillasExt; // -------------------------------------------------------------------------- // // Default Constructor // MHFalseSource::MHFalseSource(const char *name, const char *title) : fTime(0), fPointPos(0), fObservatory(0), fMm2Deg(-1), fAlphaCut(12.5), fBgMean(55), fMinDist(-1), fMaxDist(-1), fMinDW(-1), fMaxDW(-1), fHistOff(0) { // // set the name and title of this object // fName = name ? name : "MHFalseSource"; fTitle = title ? title : "3D-plot of Alpha vs x, y"; fHist.SetDirectory(NULL); fHist.SetName("Alpha"); fHist.SetTitle("3D-plot of Alpha vs x, y"); fHist.SetXTitle("x [#circ]"); fHist.SetYTitle("y [#circ]"); fHist.SetZTitle("\\alpha [#circ]"); } void MHFalseSource::MakeSymmetric(TH1 *h) { h->SetMinimum(); h->SetMaximum(); const Float_t min = TMath::Abs(h->GetMinimum()); const Float_t max = TMath::Abs(h->GetMaximum()); const Float_t absmax = TMath::Max(min, max)*1.002; h->SetMaximum( absmax); h->SetMinimum(-absmax); } // -------------------------------------------------------------------------- // // Set the alpha cut (|alpha|FindObject("MGeomCam"); if (!geom) { *fLog << err << "MGeomCam not found... aborting." << endl; return kFALSE; } fMm2Deg = geom->GetConvMm2Deg(); const TString off(MString::Format("%sOff", fName.Data())); if (fName!=off && fHistOff==NULL) { const TString desc(MString::Format("%s [%s] found... using ", off.Data(), ClassName())); MHFalseSource *hoff = (MHFalseSource*)plist->FindObject(off, ClassName()); if (!hoff) *fLog << inf << "No " << desc << "current data only!" << endl; else { *fLog << inf << desc << "on-off mode!" << endl; SetOffData(*hoff); } } if (fHistOff) MH::CopyBinning(*fHistOff, fHist); else { MBinning binsa(18, 0, 90); binsa.SetEdges(*plist, "BinningAlpha"); const MBinning *bins = (MBinning*)plist->FindObject("BinningFalseSource"); if (!bins || bins->IsDefault()) { const Float_t r = (geom ? geom->GetMaxRadius()/3 : 200)*fMm2Deg; const MBinning b(20, -r, r); SetBinning(fHist, b, b, binsa); } else SetBinning(fHist, *bins, *bins, binsa); } fPointPos = (MPointingPos*)plist->FindObject(AddSerialNumber("MPointingPos")); if (!fPointPos) *fLog << warn << "MPointingPos not found... no derotation." << endl; fTime = (MTime*)plist->FindObject(AddSerialNumber("MTime")); if (!fTime) *fLog << warn << "MTime not found... no derotation." << endl; fSrcPos = (MSrcPosCam*)plist->FindObject(AddSerialNumber("MSrcPosCam")); if (!fSrcPos) *fLog << warn << "MSrcPosCam not found... no translation." << endl; fObservatory = (MObservatory*)plist->FindObject(AddSerialNumber("MObservatory")); if (!fObservatory) *fLog << warn << "MObservatory not found... no derotation." << endl; MPointingPos *point = (MPointingPos*)plist->FindObject("MSourcePos", "MPointingPos"); if (!point) point = fPointPos; // FIXME: Because the pointing position could change we must check // for the current pointing position and add a offset in the // Fill function! fRa = point ? point->GetRa() : 0; fDec = point ? point->GetDec() : 90; return kTRUE; } // -------------------------------------------------------------------------- // // Fill the histogram. For details see the code or the class description // Int_t MHFalseSource::Fill(const MParContainer *par, const Stat_t w) { const MHillas *hil = dynamic_cast(par); if (!hil) { *fLog << err << "MHFalseSource::Fill: No container specified!" << endl; return kERROR; } // Get max radius... const Double_t maxr = 0.98*TMath::Abs(fHist.GetBinCenter(1)); // Get camera rotation angle Double_t rho = 0; if (fTime && fObservatory && fPointPos) rho = fPointPos->RotationAngle(*fObservatory, *fTime); //if (fPointPos) // rho = fPointPos->RotationAngle(*fObservatory); // Create necessary containers for calculation MSrcPosCam src; MHillasSrc hsrc; hsrc.SetSrcPos(&src); // Get number of bins and bin-centers const Int_t nx = fHist.GetNbinsX(); const Int_t ny = fHist.GetNbinsY(); Axis_t cx[nx]; Axis_t cy[ny]; fHist.GetXaxis()->GetCenter(cx); fHist.GetYaxis()->GetCenter(cy); for (int ix=0; ixmaxr) continue; // rotate center of bin // precalculation of sin/cos doesn't accelerate TVector2 v(cx[ix], cy[iy]); if (rho!=0) v=v.Rotate(rho); // convert degrees to millimeters v *= 1./fMm2Deg; if (fSrcPos) v += fSrcPos->GetXY(); src.SetXY(v); // Source dependant hillas parameters if (hsrc.Calc(*hil/*, ext*/)>0) { *fLog << warn << "Calculation of MHillasSrc failed for x=" << cx[ix] << " y=" << cy[iy] << endl; return kFALSE; } // FIXME: This should be replaced by an external MFilter // and/or MTaskList // Source dependant distance cut if (fMinDist>0 && hsrc.GetDist()*fMm2Deg0 && hsrc.GetDist()*fMm2Deg>fMaxDist) continue; if (fMaxDW>0 && hsrc.GetDist()>fMaxDW*hil->GetWidth()) continue; if (fMinDW<0 && hsrc.GetDist()GetWidth()) continue; // Fill histogram const Double_t alpha = hsrc.GetAlpha(); fHist.Fill(cx[ix], cy[iy], TMath::Abs(alpha), w); } } return kTRUE; } // -------------------------------------------------------------------------- // // Create projection for off data, taking sum of bin contents of // range (fBgMean-fAlphaCut/2, fBgMean+fAlphaCut) Making sure to take // the same number of bins than for on-data // void MHFalseSource::ProjectOff(TH3D &src, TH2D *h2, TH2D *hall) { TAxis &axe = *src.GetZaxis(); // Find range to cut (left edge and width) const Int_t f = axe.FindBin(fBgMean-fAlphaCut/2); const Int_t l = axe.FindBin(fAlphaCut)+f-1; axe.SetRange(f, l); const Float_t cut1 = axe.GetBinLowEdge(f); const Float_t cut2 = axe.GetBinUpEdge(l); h2->SetTitle(MString::Format("Distribution of %.1f#circ<|\\alpha|<%.1f#circ in x,y", cut1, cut2)); // Get projection for range TH2D *p = (TH2D*)src.Project3D("yx_off_NULL"); // Reset range axe.SetRange(0,9999); //#if ROOT_VERSION_CODE < ROOT_VERSION(4,02,00) // Move contents from projection to h2 h2->Reset(); h2->Add(p, hall->GetMaximum()); h2->Divide(hall); // Delete p delete p; /*#else p->Scale(all->GetMaximum()); p->Divide(all); #endif*/ // Set Minimum as minimum value Greater Than 0 h2->SetMinimum(GetMinimumGT(*h2)); } // -------------------------------------------------------------------------- // // Create projection for on data, taking sum of bin contents of // range (0, fAlphaCut) // void MHFalseSource::ProjectOn(TH3D &src, TH2D *h3, TH2D *hall) { TAxis &axe = *src.GetZaxis(); // Find range to cut axe.SetRangeUser(0, fAlphaCut); const Float_t cut = axe.GetBinUpEdge(axe.GetLast()); h3->SetTitle(MString::Format("Distribution of |\\alpha|<%.1f#circ in x,y", cut)); // Get projection for range TH2D *p = (TH2D*)src.Project3D("yx_on_NULL"); // Reset range axe.SetRange(0,9999); //#if ROOT_VERSION_CODE < ROOT_VERSION(4,02,00) // Move contents from projection to h3 h3->Reset(); h3->Add(p, hall->GetMaximum()); h3->Divide(hall); // Delete p delete p; /*#else p->Scale(all->GetMaximum()); p->Divide(all); #endif*/ // Set Minimum as minimum value Greater Than 0 h3->SetMinimum(GetMinimumGT(*h3)); } // -------------------------------------------------------------------------- // // Create projection for all data, taking sum of bin contents of // range (0, 90) - corresponding to the number of entries in this slice. // void MHFalseSource::ProjectAll(TH2D *h3) { h3->SetTitle("Number of entries"); // Get projection for range #if ROOT_VERSION_CODE < ROOT_VERSION(4,02,00) TH2D *p = (TH2D*)fHist.Project3D("yx_all"); // Move contents from projection to h3 h3->Reset(); h3->Add(p); delete p; #else fHist.Project3D("yx_all"); #endif // Set Minimum as minimum value Greater Than 0 h3->SetMinimum(GetMinimumGT(*h3)); } void MHFalseSource::ProjectOnOff(TH2D *h2, TH2D *h0) { ProjectOn(*fHistOff, h2, h0); TH2D h; MH::SetBinning(h, *h2); // Divide by number of entries in off region (of off-data) ProjectOff(*fHistOff, &h, h0); h2->Divide(&h); // Multiply by number of entries in off region (of on-data) ProjectOff(fHist, &h, h0); h2->Multiply(&h); // Recalculate Minimum h2->SetMinimum(GetMinimumGT(*h2)); } // -------------------------------------------------------------------------- // // Update the projections and paint them // void MHFalseSource::Paint(Option_t *opt) { // Set pretty color palette gStyle->SetPalette(1, 0); TVirtualPad *padsave = gPad; TH1D* h1; TH2D* h0; TH2D* h2; TH2D* h3; TH2D* h4; TH2D* h5; // Update projection of all-events padsave->GetPad(2)->cd(3); if ((h0 = (TH2D*)gPad->FindObject("Alpha_yx_all"))) ProjectAll(h0); // Update projection of on-events padsave->GetPad(1)->cd(1); if ((h3 = (TH2D*)gPad->FindObject("Alpha_yx_on"))) ProjectOn(fHist, h3, h0); // Update projection of off-events padsave->GetPad(1)->cd(3); if ((h2 = (TH2D*)gPad->FindObject("Alpha_yx_off"))) { if (!fHistOff) ProjectOff(fHist, h2, h0); else ProjectOnOff(h2, h0); } padsave->GetPad(2)->cd(2); if ((h5 = (TH2D*)gPad->FindObject("Alpha_yx_diff"))) { h5->Add(h2, h3, -1); MakeSymmetric(h5); } // Update projection of significance padsave->GetPad(1)->cd(2); if (h2 && h3 && (h4 = (TH2D*)gPad->FindObject("Alpha_yx_sig"))) { const Int_t nx = h4->GetXaxis()->GetNbins(); const Int_t ny = h4->GetYaxis()->GetNbins(); Int_t maxx=nx/2; Int_t maxy=ny/2; Int_t max = h4->GetBin(nx, ny); h4->SetEntries(0); for (int ix=1; ix<=nx; ix++) for (int iy=1; iy<=ny; iy++) { const Int_t n = h4->GetBin(ix, iy); const Double_t s = h3->GetBinContent(n); const Double_t b = h2->GetBinContent(n); const Double_t sig = MMath::SignificanceLiMaSigned(s, b); h4->SetBinContent(n, sig); if (sig>h4->GetBinContent(max) && sig>0/* && (ix-nx/2)*(ix-nx/2)+(iy-ny/2)*(iy-ny/2)GetPad(2)->cd(1); if ((h1 = (TH1D*)gPad->FindObject("Alpha_z")) && max>0) { const Double_t x = h4->GetXaxis()->GetBinCenter(maxx); const Double_t y = h4->GetYaxis()->GetBinCenter(maxy); const Double_t s = h4->GetBinContent(max); // This is because a 3D histogram x and y are vice versa // Than for their projections TH1 *h = fHist.ProjectionZ("Alpha_z", maxx, maxx, maxy, maxy); h->SetTitle(MString::Format("Distribution of \\alpha for x=%.2f y=%.2f (S_{max}=%.1f\\sigma)", x, y, s)); TH1D *ho=0; if ((ho = (TH1D*)gPad->FindObject("AlphaOff_z"))) { fHistOff->ProjectionZ("AlphaOff_z", maxx, maxx, maxy, maxy); /* ============= local scaling ================ */ const Int_t f = ho->GetXaxis()->FindFixBin(fBgMean-1.5*fAlphaCut); const Int_t l = ho->GetXaxis()->FindFixBin(fAlphaCut*3)+f-1; ho->Scale(h1->Integral(f, l)/ho->Integral(f, l)); //h0->Scale(h1->GetEntries()/h0->GetEntries()); /* ============= global scaling ================ const Int_t f = fHistOff->GetZaxis()->FindFixBin(fBgMean-1.5*fAlphaCut); const Int_t l = fHistOff->GetZaxis()->FindFixBin(fAlphaCut*3)+f-1; Double_t c0 = fHist.Integral(0, 9999, 0, 9999, f, l); Double_t c1 = fHistOff->Integral(0, 9999, 0, 9999, f, l); h0->Scale(c0/c1); */ } } } gPad = padsave; } // -------------------------------------------------------------------------- // // Get the MAstroCatalog corresponding to fRa, fDec. The limiting magnitude // is set to 9, while the fov is equal to the current fov of the false // source plot. // TObject *MHFalseSource::GetCatalog() const { const Double_t maxr = TMath::Abs(fHist.GetBinLowEdge(1))*TMath::Sqrt(2); // Create catalog... MAstroCatalog *stars = new MAstroCatalog; stars->SetMarkerColor(kWhite); stars->SetLimMag(9); stars->SetGuiActive(kFALSE); stars->SetRadiusFOV(maxr); stars->SetRaDec(fRa*TMath::DegToRad()*15, fDec*TMath::DegToRad()); stars->ReadBSC("bsc5.dat"); stars->SetBit(kCanDelete); return stars; } // -------------------------------------------------------------------------- // // Draw the histogram // void MHFalseSource::Draw(Option_t *opt) { TVirtualPad *pad = gPad ? gPad : MakeDefCanvas(this); pad->SetBorderMode(0); AppendPad(""); pad->Divide(1, 2, 1e-10, 0.03); // TObject *catalog = GetCatalog(); // Initialize upper part pad->cd(1); // Make sure that the catalog is deleted only once // Normally this is not done by root, because it is not necessary... // but in this case it is necessary, because the catalog is // deleted by the first pad and the second one tries to do the same! // gROOT->GetListOfCleanups()->Add(gPad); gPad->SetBorderMode(0); gPad->Divide(3, 1); // PAD #1 pad->GetPad(1)->cd(1); gPad->SetBorderMode(0); fHist.GetZaxis()->SetRangeUser(0,fAlphaCut); TH1 *h3 = fHist.Project3D("yx_on"); fHist.GetZaxis()->SetRange(0,9999); h3->SetDirectory(NULL); h3->SetXTitle(fHist.GetXaxis()->GetTitle()); h3->SetYTitle(fHist.GetYaxis()->GetTitle()); h3->Draw("colz"); h3->SetBit(kCanDelete); // catalog->Draw("mirror same *"); // PAD #2 pad->GetPad(1)->cd(2); gPad->SetBorderMode(0); fHist.GetZaxis()->SetRange(0,0); TH1 *h4 = fHist.Project3D("yx_sig"); // Do this to get the correct binning.... fHist.GetZaxis()->SetRange(0,9999); h4->SetTitle("Significance"); h4->SetDirectory(NULL); h4->SetXTitle(fHist.GetXaxis()->GetTitle()); h4->SetYTitle(fHist.GetYaxis()->GetTitle()); h4->Draw("colz"); h4->SetBit(kCanDelete); // catalog->Draw("mirror same *"); // PAD #3 pad->GetPad(1)->cd(3); gPad->SetBorderMode(0); TH1 *h2 = 0; if (fHistOff) { fHistOff->GetZaxis()->SetRangeUser(0,fAlphaCut); h2 = fHistOff->Project3D("yx_off"); fHistOff->GetZaxis()->SetRange(0,9999); } else { fHist.GetZaxis()->SetRangeUser(fBgMean-fAlphaCut/2, fBgMean+fAlphaCut/2); h2 = fHist.Project3D("yx_off"); fHist.GetZaxis()->SetRange(0,9999); } h2->SetDirectory(NULL); h2->SetXTitle(fHist.GetXaxis()->GetTitle()); h2->SetYTitle(fHist.GetYaxis()->GetTitle()); h2->Draw("colz"); h2->SetBit(kCanDelete); // catalog->Draw("mirror same *"); // Initialize lower part pad->cd(2); // Make sure that the catalog is deleted only once // gROOT->GetListOfCleanups()->Add(gPad); gPad->SetBorderMode(0); gPad->Divide(3, 1); // PAD #4 pad->GetPad(2)->cd(1); gPad->SetBorderMode(0); TH1 *h1 = fHist.ProjectionZ("Alpha_z"); h1->SetDirectory(NULL); h1->SetTitle("Distribution of \\alpha"); h1->SetXTitle(fHist.GetZaxis()->GetTitle()); h1->SetYTitle("Counts"); h1->Draw(); h1->SetBit(kCanDelete); if (fHistOff) { h1->SetLineColor(kGreen); h1 = fHistOff->ProjectionZ("AlphaOff_z"); h1->SetDirectory(NULL); h1->SetTitle("Distribution of \\alpha"); h1->SetXTitle(fHistOff->GetZaxis()->GetTitle()); h1->SetYTitle("Counts"); h1->Draw("same"); h1->SetBit(kCanDelete); h1->SetLineColor(kRed); } // PAD #5 pad->GetPad(2)->cd(2); gPad->SetBorderMode(0); TH1 *h5 = (TH1*)h3->Clone("Alpha_yx_diff"); h5->Add(h2, -1); h5->SetTitle("Difference of on- and off-distribution"); h5->SetDirectory(NULL); h5->Draw("colz"); h5->SetBit(kCanDelete); // catalog->Draw("mirror same *"); // PAD #6 pad->GetPad(2)->cd(3); gPad->SetBorderMode(0); TH1 *h0 = fHist.Project3D("yx_all"); h0->SetDirectory(NULL); h0->SetXTitle(fHist.GetXaxis()->GetTitle()); h0->SetYTitle(fHist.GetYaxis()->GetTitle()); h0->Draw("colz"); h0->SetBit(kCanDelete); // catalog->Draw("mirror same *"); } // -------------------------------------------------------------------------- // // Everything which is in the main pad belongs to this class! // Int_t MHFalseSource::DistancetoPrimitive(Int_t px, Int_t py) { return 0; } // -------------------------------------------------------------------------- // // Set all sub-pads to Modified() // void MHFalseSource::Modified() { if (!gPad) return; TVirtualPad *padsave = gPad; padsave->Modified(); padsave->GetPad(1)->cd(1); gPad->Modified(); padsave->GetPad(1)->cd(3); gPad->Modified(); padsave->GetPad(2)->cd(1); gPad->Modified(); padsave->GetPad(2)->cd(2); gPad->Modified(); padsave->GetPad(2)->cd(3); gPad->Modified(); gPad->cd(); } // -------------------------------------------------------------------------- // // The following resources are available: // // MHFalseSource.DistMin: 0.5 // MHFalseSource.DistMax: 1.4 // MHFalseSource.DWMin: 0.1 // MHFalseSource.DWMax: 0.3 // Int_t MHFalseSource::ReadEnv(const TEnv &env, TString prefix, Bool_t print) { Bool_t rc = kFALSE; if (IsEnvDefined(env, prefix, "DistMin", print)) { rc = kTRUE; SetMinDist(GetEnvValue(env, prefix, "DistMin", fMinDist)); } if (IsEnvDefined(env, prefix, "DistMax", print)) { rc = kTRUE; SetMaxDist(GetEnvValue(env, prefix, "DistMax", fMaxDist)); } if (IsEnvDefined(env, prefix, "DWMin", print)) { rc = kTRUE; SetMinDW(GetEnvValue(env, prefix, "DWMin", fMinDist)); } if (IsEnvDefined(env, prefix, "DWMax", print)) { rc = kTRUE; SetMaxDW(GetEnvValue(env, prefix, "DWMax", fMaxDist)); } return rc; } static Double_t FcnGauss2d(Double_t *x, Double_t *par) { TVector2 v = TVector2(x[0], x[1]).Rotate(par[5]*TMath::DegToRad()); const Double_t g0 = TMath::Gaus(v.X(), par[1], par[2]); const Double_t g1 = TMath::Gaus(v.Y(), par[3], par[4]); //Gaus(Double_t x, Double_t mean=0, Double_t sigma=1, Bool_t norm=kFALSE); return par[0]*g0*g1; } // -------------------------------------------------------------------------- // // This is a preliminary implementation of a alpha-fit procedure for // all possible source positions. It will be moved into its own // more powerfull class soon. // // The fit function is "gaus(0)+pol2(3)" which is equivalent to: // [0]*exp(-0.5*((x-[1])/[2])^2) + [3] + [4]*x + [5]*x^2 // or // A*exp(-0.5*((x-mu)/sigma)^2) + a + b*x + c*x^2 // // Parameter [1] is fixed to 0 while the alpha peak should be // symmetric around alpha=0. // // Parameter [4] is fixed to 0 because the first derivative at // alpha=0 should be 0, too. // // In a first step the background is fitted between bgmin and bgmax, // while the parameters [0]=0 and [2]=1 are fixed. // // In a second step the signal region (alphaSetDirectory(0); TH1 *hists = fHist.Project3D("yx_fit"); hists->SetDirectory(0); TH1 *histb = fHist.Project3D("yx_fit"); histb->SetDirectory(0); hist->Reset(); hists->Reset(); histb->Reset(); hist->SetNameTitle("Significance", MString::Format("Fit Region: Signal<%.1f#circ, %.1f#circSetName("Excess"); histb->SetName("Background"); hist->SetXTitle(fHist.GetXaxis()->GetTitle()); hists->SetXTitle(fHist.GetXaxis()->GetTitle()); histb->SetXTitle(fHist.GetXaxis()->GetTitle()); hist->SetYTitle(fHist.GetYaxis()->GetTitle()); hists->SetYTitle(fHist.GetYaxis()->GetTitle()); histb->SetYTitle(fHist.GetYaxis()->GetTitle()); const Double_t w = fHist.GetZaxis()->GetBinWidth(1); TArrayD maxpar; /* func.SetParName(0, "A"); * func.SetParName(1, "mu"); * func.SetParName(2, "sigma"); */ const Int_t nx = hist->GetXaxis()->GetNbins(); const Int_t ny = hist->GetYaxis()->GetNbins(); //const Int_t nr = nx*nx+ny*ny; Double_t maxalpha0=0; Double_t maxs=3; Int_t maxx=0; Int_t maxy=0; TStopwatch clk; clk.Start(); *fLog << inf; *fLog << "Signal fit: alpha < " << sigmax << endl; *fLog << "Integration: alpha < " << sigint << endl; *fLog << "Background fit: " << bgmin << " < alpha < " << bgmax << endl; *fLog << "Polynom order: " << (int)polynom << endl; *fLog << "Fitting False Source Plot..." << flush; TH1 *h0 = fHist.Project3D("yx_entries"); Float_t entries = h0->GetMaximum(); delete h0; MAlphaFitter fit; fit.SetSignalIntegralMax(sigint); fit.SetSignalFitMax(sigmax); fit.SetBackgroundFitMin(bgmin); fit.SetBackgroundFitMax(bgmax); fit.SetPolynomOrder(polynom); TH1D *h=0, *hoff=0; Double_t scale = 1; for (int ix=1; ix<=nx; ix++) for (int iy=1; iy<=ny; iy++) { // This is because a 3D histogram x and y are vice versa // Than for their projections h = fHist.ProjectionZ("AlphaFit", ix, ix, iy, iy); if (h->GetEntries()==0) continue; // This is a quick hack to correct for the lower acceptance at // the edge of the camera h->Scale(entries/h->GetEntries()); if (fHistOff) { hoff = fHistOff->ProjectionZ("AlphaFitOff", ix, ix, iy, iy); // This is a quick hack to correct for the lower acceptance at // the edge of the camera hoff->Scale(entries/h->GetEntries()); scale = fit.Scale(*hoff, *h); } if (!fit.Fit(*h, hoff, scale)) continue; const Double_t alpha0 = h->GetBinContent(1); if (alpha0>maxalpha0) maxalpha0=alpha0; // Fill results into some histograms h0a.Fill(fit.GetGausA()); // gaus-A h0b.Fill(fit.GetCoefficient(3)); // 3 h1.Fill(fit.GetGausMu()); // mu h2.Fill(fit.GetGausSigma()); // sigma-gaus if (polynom>1 && !fHistOff) h3.Fill(fit.GetCoefficient(5)); h4b.Fill(fit.GetChiSqSignal()); const Double_t sig = fit.GetSignificance(); const Double_t b = fit.GetEventsBackground(); const Double_t s = fit.GetEventsSignal(); const Int_t n = hist->GetBin(ix, iy); hists->SetBinContent(n, s-b); histb->SetBinContent(n, b); hist->SetBinContent(n, sig); if (sig!=0) h6.Fill(sig); if (sig>maxs) { maxs = sig; maxx = ix; maxy = iy; maxpar = fit.GetCoefficients(); } } *fLog << "Done." << endl; h0a.GetXaxis()->SetRangeUser(0, maxalpha0*1.5); h0b.GetXaxis()->SetRangeUser(0, maxalpha0*1.5); hists->SetTitle(MString::Format("Excess events for \\alpha<%.0f#circ (N_{max}=%d)", sigint, (int)hists->GetMaximum())); histb->SetTitle(MString::Format("Background events for \\alpha<%.0f#circ", sigint)); //hists->SetMinimum(GetMinimumGT(*hists)); histb->SetMinimum(GetMinimumGT(*histb)); MakeSymmetric(hists); MakeSymmetric(hist); clk.Stop(); clk.Print("m"); TCanvas *c=new TCanvas; gStyle->SetPalette(1, 0); c->Divide(3,2, 1e-10, 1e-10); c->cd(1); gPad->SetBorderMode(0); hists->Draw("colz"); hists->SetBit(kCanDelete); // catalog->Draw("mirror same *"); c->cd(2); gPad->SetBorderMode(0); hist->Draw("colz"); hist->SetBit(kCanDelete); const Double_t maxr = 0.9*TMath::Abs(fHist.GetBinCenter(1)); TF2 f2d("Gaus-2D", FcnGauss2d, -maxr, maxr, -maxr, maxr, 6); f2d.SetLineWidth(1); f2d.SetParName(0, "Max sigma"); f2d.SetParName(1, "Mean_1 deg"); f2d.SetParName(2, "Sigma_1 deg"); f2d.SetParName(3, "Mean_2 deg"); f2d.SetParName(4, "Sigma_2 deg"); f2d.SetParName(5, "Phi deg"); f2d.SetParLimits(1, -maxr/2, maxr/2); // mu_1 f2d.SetParLimits(3, -maxr/2, maxr/2); // mu_2 f2d.SetParLimits(2, 0, maxr); // sigma_1 f2d.SetParLimits(4, 0, maxr); // sigma_2 f2d.SetParLimits(5, 0, 45); // phi f2d.SetParameter(0, maxs); // A f2d.SetParameter(1, hist->GetXaxis()->GetBinCenter(maxx)); // mu_1 f2d.SetParameter(2, 0.1); // sigma_1 f2d.SetParameter(3, hist->GetYaxis()->GetBinCenter(maxy)); // mu_2 f2d.SetParameter(4, 0.1); // sigma_2 f2d.FixParameter(5, 0); // phi hist->Fit(&f2d, "NI0R"); f2d.DrawCopy("cont2same"); // catalog->Draw("mirror same *"); c->cd(3); gPad->SetBorderMode(0); histb->Draw("colz"); histb->SetBit(kCanDelete); // catalog->Draw("mirror same *"); c->cd(4); gPad->Divide(1,3, 0, 0); TVirtualPad *p=gPad; p->SetBorderMode(0); p->cd(1); gPad->SetBorderMode(0); h0b.DrawCopy(); h0a.DrawCopy("same"); p->cd(2); gPad->SetBorderMode(0); h3.DrawCopy(); p->cd(3); gPad->SetBorderMode(0); h2.DrawCopy(); c->cd(6); gPad->Divide(1,2, 0, 0); TVirtualPad *q=gPad; q->SetBorderMode(0); q->cd(1); gPad->SetBorderMode(0); gPad->SetBorderMode(0); h4b.DrawCopy(); h4a.DrawCopy("same"); h6.DrawCopy("same"); q->cd(2); gPad->SetBorderMode(0); //h5b.DrawCopy(); //h5a.DrawCopy("same"); c->cd(5); gPad->SetBorderMode(0); if (maxx>0 && maxy>0) { const TString title = MString::Format(" \\alpha for x=%.2f y=%.2f (S_{max}=%.1f\\sigma) ", hist->GetXaxis()->GetBinCenter(maxx), hist->GetYaxis()->GetBinCenter(maxy), maxs); h = fHist.ProjectionZ("AlphaFit", maxx, maxx, maxy, maxy); h->Scale(entries/h->GetEntries()); h->SetDirectory(NULL); h->SetNameTitle("Result \\alpha", title); h->SetBit(kCanDelete); h->SetXTitle("\\alpha [#circ]"); h->SetYTitle("Counts"); h->Draw(); if (fHistOff) { h->SetLineColor(kGreen); TH1D *hof=fHistOff->ProjectionZ("AlphaFitOff", maxx, maxx, maxy, maxy); hof->Scale(entries/hof->GetEntries()); fit.Scale(*(TH1D*)hof, *(TH1D*)h); hof->SetLineColor(kRed); hof->SetDirectory(NULL); hof->SetNameTitle("Result \\alpha", title); hof->SetBit(kCanDelete); hof->SetXTitle("\\alpha [#circ]"); hof->SetYTitle("Counts"); hof->Draw("same"); TH1D *diff = (TH1D*)h->Clone("AlphaFitOnOff"); diff->Add(hof, -1); diff->SetLineColor(kBlue); diff->SetNameTitle("Result On-Off \\alpha", title); diff->SetBit(kCanDelete); diff->SetXTitle("\\alpha [#circ]"); diff->SetYTitle("Counts"); diff->Draw("same"); h->SetMinimum(diff->GetMinimum()<0 ? diff->GetMinimum()*1.2 : 0); TLine l; l.DrawLine(0, 0, 90, 0); } TF1 f1("f1", MString::Format("gaus(0) + pol%d(3)", fHistOff ? 0 : polynom).Data(), 0, 90); TF1 f2("f2", MString::Format("gaus(0) + pol%d(3)", fHistOff ? 0 : polynom).Data(), 0, 90); f1.SetParameters(maxpar.GetArray()); f2.SetParameters(maxpar.GetArray()); f2.FixParameter(0, 0); f2.FixParameter(1, 0); f2.FixParameter(2, 1); f1.SetLineColor(kGreen); f2.SetLineColor(kRed); f2.DrawCopy("same"); f1.DrawCopy("same"); TPaveText *leg = new TPaveText(0.35, 0.10, 0.90, 0.35, "brNDC"); leg->SetBorderSize(1); leg->SetTextSize(0.04); leg->AddText(0.5, 0.82, MString::Format("A * exp(-(\\frac{x-\\mu}{\\sigma})^{2}/2) + pol%d", polynom))->SetTextAlign(22); //leg->AddText(0.5, 0.82, "A * exp(-(\\frac{x-\\mu}{\\sigma})^{2}/2) + b*x^{2} + a")->SetTextAlign(22); leg->AddLine(0, 0.65, 0, 0.65); leg->AddText(0.06, 0.54, MString::Format("A=%.2f", maxpar[0]))->SetTextAlign(11); leg->AddText(0.06, 0.34, MString::Format("\\sigma=%.2f", maxpar[2]))->SetTextAlign(11); leg->AddText(0.06, 0.14, MString::Format("\\mu=%.2f (fix)", maxpar[1]))->SetTextAlign(11); leg->AddText(0.60, 0.54, MString::Format("a=%.2f", maxpar[3]))->SetTextAlign(11); leg->AddText(0.60, 0.34, MString::Format("b=%.2f (fix)", maxpar[4]))->SetTextAlign(11); if (polynom>1) leg->AddText(0.60, 0.14, MString::Format("c=%.2f", !fHistOff?maxpar[5]:0))->SetTextAlign(11); leg->SetBit(kCanDelete); leg->Draw(); q->cd(2); TGraph *g = new TGraph; g->SetPoint(0, 0, 0); Int_t max=0; Float_t maxsig=0; for (int i=1; i<89; i++) { const Double_t s = f1.Integral(0, (float)i)/w; const Double_t b = f2.Integral(0, (float)i)/w; const Double_t sig = MMath::SignificanceLiMaSigned(s, b); g->SetPoint(g->GetN(), i, sig); if (sig>maxsig) { max = i; maxsig = sig; } } g->SetNameTitle("SigVs\\alpha", "Significance vs \\alpha"); g->GetHistogram()->SetXTitle("\\alpha_{0} [#circ]"); g->GetHistogram()->SetYTitle("Significance"); g->SetBit(kCanDelete); g->Draw("AP"); leg = new TPaveText(0.35, 0.10, 0.90, 0.25, "brNDC"); leg->SetBorderSize(1); leg->SetTextSize(0.1); leg->AddText(MString::Format("S_{max}=%.1f\\sigma at \\alpha_{max}=%d#circ", maxsig, max)); leg->SetBit(kCanDelete); leg->Draw(); } } void MHFalseSource::DrawNicePlot() const { Int_t newc = kTRUE; Float_t zoom = 0.95; Int_t col = kBlue+180; if (!newc && !fDisplay) return; TH1 *h = dynamic_cast(FindObjectInPad("Alpha_yx_on")); if (!h) return; // Open and setup canvas/pad TCanvas &c = newc ? *new TCanvas("Excess", "Excess Plot", TMath::Nint(500.), TMath::Nint(500*0.77/0.89)) : fDisplay->AddTab("ThetsSq"); //c.SetPad(0.15, 0, 0.90, 1); c.SetBorderMode(0); c.SetFrameBorderMode(0); c.SetFillColor(kWhite); c.SetLeftMargin(0.11); c.SetRightMargin(0.12); c.SetBottomMargin(0.10); c.SetTopMargin(0.01); TH1 *h1 = (TH1*)h->Clone(""); h1->SetDirectory(0); h1->SetTitle(""); h1->SetContour(99); h1->SetBit(TH1::kNoStats); h1->SetBit(TH1::kCanDelete); if (h1->FindObject("stats")) delete h1->FindObject("stats"); TAxis &x = *h1->GetXaxis(); TAxis &y = *h1->GetYaxis(); TAxis &z = *h1->GetZaxis(); x.SetRangeUser(-zoom, zoom); y.SetRangeUser(-zoom, zoom); x.SetTitleOffset(1.1); y.SetTitleOffset(1.3); x.SetTickLength(0.025); y.SetTickLength(0.025); x.SetAxisColor(kWhite); y.SetAxisColor(kWhite); x.CenterTitle(); y.CenterTitle(); x.SetTitle("Offset [#circ]"); y.SetTitle("Offset [#circ]"); x.SetDecimals(); y.SetDecimals(); z.SetDecimals(); MH::SetPalette("glowsym", 99); const Float_t max = TMath::Max(h1->GetMinimum(), h1->GetMaximum()); h1->SetMinimum(-max); h1->SetMaximum(max); h1->Draw("colz"); // ------ // Convert pave coordinates from NDC to Pad coordinates. gPad->Update(); Float_t x0 = 0.80; Float_t y0 = 0.88; Double_t dx = gPad->GetX2() - gPad->GetX1(); Double_t dy = gPad->GetY2() - gPad->GetY1(); // Check if pave initialisation has been done. // This operation cannot take place in the Pave constructor because // the Pad range may not be known at this time. Float_t px = gPad->GetX1() + x0*dx; Float_t py = gPad->GetY1() + y0*dy; // ------- TEllipse *el = new TEllipse(px, py, 0.12, 0.12, 0, 360, 0); el->SetFillStyle(4100); el->SetFillColor(kBlack); el->SetLineWidth(2); el->SetLineColor(kWhite); el->SetBit(kCanDelete); el->Draw(); TString str1("el.SetX1(gPad->GetX1()+0.9*(gPad->GetX2()-gPad->GetX1()));"); TString str2("el.SetY1(gPad->GetY1()+0.9*(gPad->GetY2()-gPad->GetY1()));"); str1.ReplaceAll("el.", MString::Format("((TEllipse*)%p)->", el)); str2.ReplaceAll("el.", MString::Format("((TEllipse*)%p)->", el)); str1.ReplaceAll("0.9", MString::Format("%f", x0)); str2.ReplaceAll("0.9", MString::Format("%f", y0)); TLatex tex; tex.SetBit(TText::kTextNDC); tex.SetTextColor(kWhite); tex.SetTextAlign(22); tex.SetTextSize(0.04); tex.SetTextAngle(0); tex.DrawLatex(x0, y0, "psf"); TPad *pad = new TPad("pad", "Catalog Pad", c.GetLeftMargin(), c.GetBottomMargin(), 1-c.GetRightMargin(), 1-c.GetTopMargin()); pad->SetFillStyle(4000); pad->SetFillColor(kBlack); pad->SetBorderMode(0); pad->SetFrameBorderMode(0); pad->SetBit(kCanDelete); pad->Draw(); pad->Range(x.GetBinLowEdge(x.GetFirst()), y.GetBinLowEdge(y.GetFirst()), x.GetBinLowEdge(x.GetLast()+1), y.GetBinLowEdge(y.GetLast()+1)); TString str3("pad->Range(x.GetBinLowEdge(x.GetFirst())," "y.GetBinLowEdge(y.GetFirst())," "x.GetBinLowEdge(x.GetLast()+1)," "y.GetBinLowEdge(y.GetLast()+1));"); str3.ReplaceAll("x.", MString::Format("((TAxis*)%p)->", &x)); str3.ReplaceAll("y.", MString::Format("((TAxis*)%p)->", &y)); // str3.ReplaceAll("pad", Form("((TPad*)(%p))", pad)); c.AddExec("SetPosX", str1); c.AddExec("SetPosY", str2); c.AddExec("Resize", str3); pad->cd(); gROOT->SetSelectedPad(0); MAstroCatalog *cat = (MAstroCatalog*)GetCatalog(); cat->GetAttLineSky().SetLineColor(col); cat->GetAttLineSky().SetLineWidth(2); cat->GetAttLineSky().SetLineStyle(7); cat->GetList()->Clear(); cat->SetBit(kCanDelete); // cat->AddObject(MAstro::Hms2Hor(12,17,52)*TMath::Pi()/12, TMath::DegToRad()*MAstro::Dms2Deg(30,7,0), 6, "1ES1215+303"); // cat->AddObject(MAstro::Hms2Hor(12,18,27)*TMath::Pi()/12, TMath::DegToRad()*MAstro::Dms2Deg(29,48,46), 6, "Mrk766"); cat->Draw("mirror same"); /* Int_t col = kBlue+180; TLatex tex; tex.SetTextColor(col); tex.SetTextAlign(21); tex.SetTextSize(0.04); tex.DrawLatex(-0.79, -0.8, "43.0#circ"); tex.DrawLatex(-0.78, 0.2, "42.0#circ"); tex.SetTextAngle(-90); tex.DrawLatex(-0.45, -0.55, "22.00h"); tex.DrawLatex( 0.30, -0.55, "22.07h"); */ }