1 //------------------------------------------------------------------------------
2 // Implementation of AliPerformanceRes class. It keeps information from
3 // comparison of reconstructed and MC particle tracks. In addtion,
4 // it keeps selection cuts used during comparison. The comparison
5 // information is stored in the ROOT histograms. Analysis of these
6 // histograms can be done by using Analyse() class function. The result of
7 // the analysis (histograms/graphs) are stored in the folder which is
8 // a data member of AliPerformanceRes.
10 // Author: J.Otwinowski 04/02/2008
11 //------------------------------------------------------------------------------
15 // after running comparison task, read the file, and get component
16 gROOT->LoadMacro("$ALICE_ROOT/PWG1/Macros/LoadMyLibs.C");
19 TFile f("Output.root");
20 AliPerformanceRes * compObj = (AliPerformanceRes*)coutput->FindObject("AliPerformanceRes");
22 // analyse comparison data
25 // the output histograms/graphs will be stored in the folder "folderRes"
26 compObj->GetAnalysisFolder()->ls("*");
28 // user can save whole comparison object (or only folder with anlysed histograms)
29 // in the seperate output file (e.g.)
30 TFile fout("Analysed_Res.root","recreate");
31 compObj->Write(); // compObj->GetAnalysisFolder()->Write();
42 #include "AliPerformanceRes.h"
43 #include "AliESDEvent.h"
44 #include "AliESDVertex.h"
45 #include "AliESDtrack.h"
46 #include "AliESDfriendTrack.h"
47 #include "AliESDfriend.h"
49 #include "AliMCEvent.h"
50 #include "AliMCParticle.h"
51 #include "AliHeader.h"
52 #include "AliGenEventHeader.h"
54 #include "AliMCInfoCuts.h"
55 #include "AliRecInfoCuts.h"
56 #include "AliTracker.h"
57 #include "AliTreeDraw.h"
61 ClassImp(AliPerformanceRes)
63 //_____________________________________________________________________________
64 AliPerformanceRes::AliPerformanceRes():
65 AliPerformanceObject("AliPerformanceRes"),
79 //_____________________________________________________________________________
80 AliPerformanceRes::AliPerformanceRes(Char_t* name="AliPerformanceRes", Char_t* title="AliPerformanceRes",Int_t analysisMode=0,Bool_t hptGenerator=kFALSE):
81 AliPerformanceObject(name,title),
94 SetAnalysisMode(analysisMode);
95 SetHptGenerator(hptGenerator);
100 //_____________________________________________________________________________
101 AliPerformanceRes::~AliPerformanceRes()
105 if(fResolHisto) delete fResolHisto; fResolHisto=0;
106 if(fPullHisto) delete fPullHisto; fPullHisto=0;
108 if(fAnalysisFolder) delete fAnalysisFolder; fAnalysisFolder=0;
111 //_____________________________________________________________________________
112 void AliPerformanceRes::Init(){
120 Double_t ptMin = 1.e-2, ptMax = 10.;
122 Double_t *binsPt = 0;
123 if (IsHptGenerator()) {
124 nPtBins = 100; ptMax = 100.;
125 binsPt = CreateLogAxis(nPtBins,ptMin,ptMax);
127 binsPt = CreateLogAxis(nPtBins,ptMin,ptMax);
130 Double_t yMin = -0.02, yMax = 0.02;
131 Double_t zMin = -12.0, zMax = 12.0;
132 if(GetAnalysisMode() == 3) { // TrackRef coordinate system
133 yMin = -100.; yMax = 100.;
134 zMin = -100.; zMax = 100.;
137 // res_y:res_z:res_phi,res_lambda:res_pt:y:z:eta:phi:pt
138 Int_t binsResolHisto[10]={100,100,100,100,100,25,50,144,30,nPtBins};
139 Double_t minResolHisto[10]={-1.,-1.,-0.03,-0.03,-0.2, yMin, zMin, 0., -1.5, ptMin};
140 Double_t maxResolHisto[10]={ 1., 1., 0.03, 0.03, 0.2, yMax, zMax, 2.*TMath::Pi(), 1.5, ptMax};
142 fResolHisto = new THnSparseF("fResolHisto","res_y:res_z:res_phi:res_lambda:res_pt:y:z:phi:eta:pt",10,binsResolHisto,minResolHisto,maxResolHisto);
143 fResolHisto->SetBinEdges(9,binsPt);
145 fResolHisto->GetAxis(0)->SetTitle("y-y_{mc} (cm)");
146 fResolHisto->GetAxis(1)->SetTitle("z-z_{mc} (cm)");
147 fResolHisto->GetAxis(2)->SetTitle("#phi-#phi_{mc} (rad)");
148 fResolHisto->GetAxis(3)->SetTitle("#lambda-#lambda_{mc} (rad)");
149 fResolHisto->GetAxis(4)->SetTitle("(p_{T}/p_{Tmc}-1)");
150 fResolHisto->GetAxis(5)->SetTitle("y_{mc} (cm)");
151 fResolHisto->GetAxis(6)->SetTitle("z_{mc} (cm)");
152 fResolHisto->GetAxis(7)->SetTitle("#phi_{mc} (rad)");
153 fResolHisto->GetAxis(8)->SetTitle("#eta_{mc}");
154 fResolHisto->GetAxis(9)->SetTitle("p_{Tmc} (GeV/c)");
155 fResolHisto->Sumw2();
157 ////pull_y:pull_z:pull_phi:pull_lambda:pull_1pt:y:z:eta:phi:pt
158 //Int_t binsPullHisto[10]={100,100,100,100,100,50,50,30,144,nPtBins};
159 //Double_t minPullHisto[10]={-5.,-5.,-5.,-5.,-5.,yMin, zMin,-1.5, 0., ptMin};
160 //Double_t maxPullHisto[10]={ 5., 5., 5., 5., 5., yMax, zMax, 1.5, 2.*TMath::Pi(),ptMax};
161 //fPullHisto = new THnSparseF("fPullHisto","pull_y:pull_z:pull_phi:pull_lambda:pull_1pt:y:z:eta:phi:pt",10,binsPullHisto,minPullHisto,maxPullHisto);
163 //pull_y:pull_z:pull_snp:pull_tgl:pull_1pt:y:z:snp:tgl:1pt
164 Int_t binsPullHisto[10]={100,100,100,100,100,50,50,50,50,nPtBins};
165 Double_t minPullHisto[10]={-5.,-5.,-5.,-5.,-5.,yMin, zMin,-1., -2.0, ptMin};
166 Double_t maxPullHisto[10]={ 5., 5., 5., 5., 5., yMax, zMax, 1., 2.0, ptMax};
167 fPullHisto = new THnSparseF("fPullHisto","pull_y:pull_z:pull_y:pull_z:pull_snp:pull_tgl:pull_1pt:y:z:snp:tgl:1pt",10,binsPullHisto,minPullHisto,maxPullHisto);
170 if(!IsHptGenerator()) fPullHisto->SetBinEdges(9,bins1Pt);
171 fPullHisto->GetAxis(0)->SetTitle("(y-y_{mc})/#sigma");
172 fPullHisto->GetAxis(1)->SetTitle("(z-z_{mc})/#sigma");
173 fPullHisto->GetAxis(2)->SetTitle("(#phi-#phi_{mc})/#sigma");
174 fPullHisto->GetAxis(3)->SetTitle("(#lambda-#lambda_{mc})/#sigma");
175 fPullHisto->GetAxis(4)->SetTitle("(p_{Tmc}/p_{T}-1)/#sigma");
176 fPullHisto->GetAxis(5)->SetTitle("y_{mc} (cm)");
177 fPullHisto->GetAxis(6)->SetTitle("z_{mc} (cm)");
178 fPullHisto->GetAxis(7)->SetTitle("#eta_{mc}");
179 fPullHisto->GetAxis(8)->SetTitle("#phi_{mc} (rad)");
180 fPullHisto->GetAxis(9)->SetTitle("p_{Tmc} (GeV/c)");
184 fPullHisto->GetAxis(0)->SetTitle("(y-y_{mc})/#sigma");
185 fPullHisto->GetAxis(1)->SetTitle("(z-z_{mc})/#sigma");
186 fPullHisto->GetAxis(2)->SetTitle("(sin#phi-sin#phi_{mc})/#sigma");
187 fPullHisto->GetAxis(3)->SetTitle("(tan#lambda-tan#lambda_{mc})/#sigma");
188 fPullHisto->GetAxis(4)->SetTitle("(p_{Tmc}/p_{T}-1)/#sigma");
189 fPullHisto->GetAxis(5)->SetTitle("y_{mc} (cm)");
190 fPullHisto->GetAxis(6)->SetTitle("z_{mc} (cm)");
191 fPullHisto->GetAxis(7)->SetTitle("sin#phi_{mc}");
192 fPullHisto->GetAxis(8)->SetTitle("tan#lambda_{mc}");
193 fPullHisto->GetAxis(9)->SetTitle("1/p_{Tmc} (GeV/c)^{-1}");
198 AliDebug(AliLog::kError, "ERROR: Cannot find AliMCInfoCuts object");
200 AliDebug(AliLog::kError, "ERROR: Cannot find AliRecInfoCuts object");
203 fAnalysisFolder = CreateFolder("folderRes","Analysis Resolution Folder");
206 //_____________________________________________________________________________
207 void AliPerformanceRes::ProcessTPC(AliStack* const stack, AliESDtrack *const esdTrack)
209 if(!esdTrack) return;
211 // Fill TPC only resolution comparison information
212 const AliExternalTrackParam *track = esdTrack->GetTPCInnerParam();
215 Float_t dca[2], cov[3]; // dca_xy, dca_z, sigma_xy, sigma_xy_z, sigma_z
216 esdTrack->GetImpactParametersTPC(dca,cov);
219 // Fill rec vs MC information
222 Int_t label = TMath::Abs(esdTrack->GetLabel());
223 TParticle* particle = stack->Particle(label);
224 if(!particle) return;
225 if(!particle->GetPDG()) return;
226 if(particle->GetPDG()->Charge()==0) return;
227 //printf("charge %d \n",particle->GetPDG()->Charge());
229 // Only 5 charged particle species (e,mu,pi,K,p)
230 if (fCutsMC->IsPdgParticle(TMath::Abs(particle->GetPdgCode())) == kFALSE) return;
233 if (fCutsMC->GetEP()==TMath::Abs(particle->GetPdgCode())) return;
235 Float_t deltaPtTPC, deltaYTPC, deltaZTPC, deltaPhiTPC, deltaLambdaTPC;
236 Float_t pull1PtTPC, pullYTPC, pullZTPC, pullPhiTPC, pullLambdaTPC;
238 Float_t mceta = particle->Eta();
239 Float_t mcphi = particle->Phi();
240 if(mcphi<0) mcphi += 2.*TMath::Pi();
241 Float_t mcpt = particle->Pt();
242 Float_t mcsnp = TMath::Sin(TMath::ATan2(particle->Py(),particle->Px()));
243 Float_t mctgl = TMath::Tan(TMath::ATan2(particle->Pz(),particle->Pt()));
245 // nb. TPC clusters cut
246 if (esdTrack->GetTPCNcls()<fCutsRC->GetMinNClustersTPC()) return;
249 if(TMath::Abs(dca[0])<fCutsRC->GetMaxDCAToVertexXY() && TMath::Abs(dca[1])<fCutsRC->GetMaxDCAToVertexZ())
251 if(mcpt == 0) return;
253 deltaYTPC= track->GetY()-particle->Vy();
254 deltaZTPC = track->GetZ()-particle->Vz();
255 deltaLambdaTPC = TMath::ATan2(track->Pz(),track->Pt())-TMath::ATan2(particle->Pz(),particle->Pt());
256 deltaPhiTPC = TMath::ATan2(track->Py(),track->Px())-TMath::ATan2(particle->Py(),particle->Px());
257 //delta1PtTPC = (track->OneOverPt()-1./mcpt)*mcpt;
258 deltaPtTPC = (track->Pt()-mcpt) / mcpt;
260 pullYTPC= (track->GetY()-particle->Vy()) / TMath::Sqrt(track->GetSigmaY2());
261 pullZTPC = (track->GetZ()-particle->Vz()) / TMath::Sqrt(track->GetSigmaZ2());
263 //Double_t sigma_lambda = 1./(1.+track->GetTgl()*track->GetTgl()) * TMath::Sqrt(track->GetSigmaTgl2());
264 //Double_t sigma_phi = 1./TMath::Sqrt(1-track->GetSnp()*track->GetSnp()) * TMath::Sqrt(track->GetSigmaSnp2());
265 pullPhiTPC = (track->GetSnp() - mcsnp) / TMath::Sqrt(track->GetSigmaSnp2());
266 pullLambdaTPC = (track->GetTgl() - mctgl) / TMath::Sqrt(track->GetSigmaTgl2());
268 //pullLambdaTPC = deltaLambdaTPC / TMath::Sqrt(track->GetSigmaTgl2());
269 //pullPhiTPC = deltaPhiTPC / TMath::Sqrt(track->GetSigmaSnp2());
270 if (mcpt) pull1PtTPC = (track->OneOverPt()-1./mcpt) / TMath::Sqrt(track->GetSigma1Pt2());
271 else pull1PtTPC = 0.;
273 Double_t vResolHisto[10] = {deltaYTPC,deltaZTPC,deltaPhiTPC,deltaLambdaTPC,deltaPtTPC,particle->Vy(),particle->Vz(),mcphi,mceta,mcpt};
274 fResolHisto->Fill(vResolHisto);
276 Double_t vPullHisto[10] = {pullYTPC,pullZTPC,pullPhiTPC,pullLambdaTPC,pull1PtTPC,particle->Vy(),particle->Vz(),mcsnp,mctgl,1./mcpt};
277 fPullHisto->Fill(vPullHisto);
281 //_____________________________________________________________________________
282 void AliPerformanceRes::ProcessTPCITS(AliStack* const stack, AliESDtrack *const esdTrack)
284 // Fill resolution comparison information (TPC+ITS)
285 if(!esdTrack) return;
287 Float_t dca[2], cov[3]; // dca_xy, dca_z, sigma_xy, sigma_xy_z, sigma_z
288 esdTrack->GetImpactParameters(dca,cov);
291 // Fill rec vs MC information
295 Int_t label = TMath::Abs(esdTrack->GetLabel());
296 TParticle* particle = stack->Particle(label);
297 if(!particle) return;
298 if(particle->GetPDG()->Charge()==0) return;
299 //printf("charge %d \n",particle->GetPDG()->Charge());
302 // Only 5 charged particle species (e,mu,pi,K,p)
303 if (fCutsMC->IsPdgParticle(TMath::Abs(particle->GetPdgCode())) == kFALSE) return;
306 if (fCutsMC->GetEP()==TMath::Abs(particle->GetPdgCode())) return;
308 Float_t mceta = particle->Eta();
309 Float_t mcphi = particle->Phi();
310 if(mcphi<0) mcphi += 2.*TMath::Pi();
311 Float_t mcpt = particle->Pt();
312 Float_t mcsnp = TMath::Sin(TMath::ATan2(particle->Py(),particle->Px()));
313 Float_t mctgl = TMath::Tan(TMath::ATan2(particle->Pz(),particle->Pt()));
315 if ((esdTrack->GetStatus()&AliESDtrack::kTPCrefit)==0) return; // TPC refit
316 if (esdTrack->GetTPCNcls()<fCutsRC->GetMinNClustersTPC()) return; // min. nb. TPC clusters
317 Int_t clusterITS[200];
318 if(esdTrack->GetITSclusters(clusterITS)<fCutsRC->GetMinNClustersITS()) return; // min. nb. ITS clusters
320 Float_t deltaPtTPC, deltaYTPC, deltaZTPC, deltaPhiTPC, deltaLambdaTPC;
321 Float_t pull1PtTPC, pullYTPC, pullZTPC, pullPhiTPC, pullLambdaTPC;
324 if(TMath::Abs(dca[0])<fCutsRC->GetMaxDCAToVertexXY() && TMath::Abs(dca[1])<fCutsRC->GetMaxDCAToVertexZ())
326 if(mcpt == 0) return;
328 deltaYTPC= esdTrack->GetY()-particle->Vy();
329 deltaZTPC = esdTrack->GetZ()-particle->Vz();
330 deltaLambdaTPC = TMath::ATan2(esdTrack->Pz(),esdTrack->Pt())-TMath::ATan2(particle->Pz(),particle->Pt());
331 deltaPhiTPC = TMath::ATan2(esdTrack->Py(),esdTrack->Px())-TMath::ATan2(particle->Py(),particle->Px());
332 //delta1PtTPC = (esdTrack->OneOverPt()-1./mcpt)*mcpt;
333 deltaPtTPC = (esdTrack->Pt()-mcpt) / mcpt;
335 pullYTPC= (esdTrack->GetY()-particle->Vy()) / TMath::Sqrt(esdTrack->GetSigmaY2());
336 pullZTPC = (esdTrack->GetZ()-particle->Vz()) / TMath::Sqrt(esdTrack->GetSigmaZ2());
338 //Double_t sigma_lambda = 1./(1.+esdTrack->GetTgl()*esdTrack->GetTgl()) * TMath::Sqrt(esdTrack->GetSigmaTgl2());
339 //Double_t sigma_phi = 1./TMath::Sqrt(1-esdTrack->GetSnp()*esdTrack->GetSnp()) * TMath::Sqrt(esdTrack->GetSigmaSnp2());
340 pullPhiTPC = (esdTrack->GetSnp() - mcsnp) / TMath::Sqrt(esdTrack->GetSigmaSnp2());
341 pullLambdaTPC = (esdTrack->GetTgl() - mctgl) / TMath::Sqrt(esdTrack->GetSigmaTgl2());
343 //pullLambdaTPC = deltaLambdaTPC / TMath::Sqrt(esdTrack->GetSigmaTgl2());
344 //pullPhiTPC = deltaPhiTPC / TMath::Sqrt(esdTrack->GetSigmaSnp2());
345 if (mcpt) pull1PtTPC = (esdTrack->OneOverPt()-1./mcpt) / TMath::Sqrt(esdTrack->GetSigma1Pt2());
346 else pull1PtTPC = 0.;
348 Double_t vResolHisto[10] = {deltaYTPC,deltaZTPC,deltaPhiTPC,deltaLambdaTPC,deltaPtTPC,particle->Vy(),particle->Vz(),mcphi,mceta,mcpt};
349 fResolHisto->Fill(vResolHisto);
351 Double_t vPullHisto[10] = {pullYTPC,pullZTPC,pullPhiTPC,pullLambdaTPC,pull1PtTPC,particle->Vy(),particle->Vz(),mcsnp,mctgl,1./mcpt};
352 fPullHisto->Fill(vPullHisto);
356 deltaYTPC= esdTrack->GetY()-particle->Vy();
357 deltaZTPC = esdTrack->GetZ()-particle->Vz();
358 deltaLambdaTPC = TMath::ATan2(esdTrack->Pz(),esdTrack->Pt())-TMath::ATan2(particle->Pz(),particle->Pt());
359 deltaPhiTPC = TMath::ATan2(esdTrack->Py(),esdTrack->Px())-TMath::ATan2(particle->Py(),particle->Px());
360 delta1PtTPC = (esdTrack->OneOverPt()-1./mcpt)*mcpt;
362 pullYTPC= (esdTrack->GetY()-particle->Vy()) / TMath::Sqrt(esdTrack->GetSigmaY2());
363 pullZTPC = (esdTrack->GetZ()-particle->Vz()) / TMath::Sqrt(esdTrack->GetSigmaZ2());
365 Double_t sigma_lambda = 1./(1.+esdTrack->GetTgl()*esdTrack->GetTgl()) * TMath::Sqrt(esdTrack->GetSigmaTgl2());
366 Double_t sigma_phi = 1./TMath::Sqrt(1-esdTrack->GetSnp()*esdTrack->GetSnp()) * TMath::Sqrt(esdTrack->GetSigmaSnp2());
367 pullLambdaTPC = deltaLambdaTPC / sigma_lambda;
368 pullPhiTPC = deltaPhiTPC / sigma_phi;
370 //pullLambdaTPC = deltaLambdaTPC / TMath::Sqrt(esdTrack->GetSigmaTgl2());
371 //pullPhiTPC = deltaPhiTPC / TMath::Sqrt(esdTrack->GetSigmaSnp2());
372 if (mcpt) pull1PtTPC = (esdTrack->OneOverPt()-1./mcpt) / TMath::Sqrt(esdTrack->GetSigma1Pt2());
373 else pull1PtTPC = 0.;
375 Double_t vResolHisto[10] = {deltaYTPC,deltaZTPC,deltaPhiTPC,deltaLambdaTPC,delta1PtTPC,particle->Vy(),particle->Vz(),mceta,mcphi,mcpt};
376 fResolHisto->Fill(vResolHisto);
378 Double_t vPullHisto[10] = {pullYTPC,pullZTPC,pullPhiTPC,pullLambdaTPC,pull1PtTPC,particle->Vy(),particle->Vz(),mceta,mcphi,mcpt};
379 fPullHisto->Fill(vPullHisto);
384 //_____________________________________________________________________________
385 void AliPerformanceRes::ProcessConstrained(AliStack* const stack, AliESDtrack *const esdTrack)
387 // Fill resolution comparison information (constarained parameters)
389 if(!esdTrack) return;
391 const AliExternalTrackParam * track = esdTrack->GetConstrainedParam();
394 Float_t dca[2], cov[3]; // dca_xy, dca_z, sigma_xy, sigma_xy_z, sigma_z
395 esdTrack->GetImpactParameters(dca,cov);
398 // Fill rec vs MC information
402 Int_t label = TMath::Abs(esdTrack->GetLabel());
403 TParticle* particle = stack->Particle(label);
404 if(!particle) return;
405 if(particle->GetPDG()->Charge()==0) return;
406 //printf("charge %d \n",particle->GetPDG()->Charge());
408 // Only 5 charged particle species (e,mu,pi,K,p)
409 if (fCutsMC->IsPdgParticle(TMath::Abs(particle->GetPdgCode())) == kFALSE) return;
412 if (fCutsMC->GetEP()==TMath::Abs(particle->GetPdgCode())) return;
414 Float_t mceta = particle->Eta();
415 Float_t mcphi = particle->Phi();
416 if(mcphi<0) mcphi += 2.*TMath::Pi();
417 Float_t mcpt = particle->Pt();
418 Float_t mcsnp = TMath::Sin(TMath::ATan2(particle->Py(),particle->Px()));
419 Float_t mctgl = TMath::Tan(TMath::ATan2(particle->Pz(),particle->Pt()));
421 if ((esdTrack->GetStatus()&AliESDtrack::kTPCrefit)==0) return; // TPC refit
422 if (esdTrack->GetTPCNcls()<fCutsRC->GetMinNClustersTPC()) return; // min. nb. TPC clusters
424 Float_t deltaPtTPC, deltaYTPC, deltaZTPC, deltaPhiTPC, deltaLambdaTPC;
425 Float_t pull1PtTPC, pullYTPC, pullZTPC, pullPhiTPC, pullLambdaTPC;
428 if(TMath::Abs(dca[0])<fCutsRC->GetMaxDCAToVertexXY() && TMath::Abs(dca[1])<fCutsRC->GetMaxDCAToVertexZ())
431 if(mcpt == 0) return;
433 deltaYTPC= track->GetY()-particle->Vy();
434 deltaZTPC = track->GetZ()-particle->Vz();
435 deltaLambdaTPC = TMath::ATan2(track->Pz(),track->Pt())-TMath::ATan2(particle->Pz(),particle->Pt());
436 deltaPhiTPC = TMath::ATan2(track->Py(),track->Px())-TMath::ATan2(particle->Py(),particle->Px());
437 //delta1PtTPC = (track->OneOverPt()-1./mcpt)*mcpt;
438 deltaPtTPC = (track->Pt()-mcpt) / mcpt;
440 pullYTPC= (track->GetY()-particle->Vy()) / TMath::Sqrt(track->GetSigmaY2());
441 pullZTPC = (track->GetZ()-particle->Vz()) / TMath::Sqrt(track->GetSigmaZ2());
443 //Double_t sigma_lambda = 1./(1.+track->GetTgl()*track->GetTgl()) * TMath::Sqrt(track->GetSigmaTgl2());
444 //Double_t sigma_phi = 1./TMath::Sqrt(1-track->GetSnp()*track->GetSnp()) * TMath::Sqrt(track->GetSigmaSnp2());
445 pullPhiTPC = (track->GetSnp() - mcsnp) / TMath::Sqrt(track->GetSigmaSnp2());
446 pullLambdaTPC = (track->GetTgl() - mctgl) / TMath::Sqrt(track->GetSigmaTgl2());
448 //pullLambdaTPC = deltaLambdaTPC / TMath::Sqrt(track->GetSigmaTgl2());
449 //pullPhiTPC = deltaPhiTPC / TMath::Sqrt(track->GetSigmaSnp2());
450 if (mcpt) pull1PtTPC = (track->OneOverPt()-1./mcpt) / TMath::Sqrt(track->GetSigma1Pt2());
451 else pull1PtTPC = 0.;
453 Double_t vResolHisto[10] = {deltaYTPC,deltaZTPC,deltaPhiTPC,deltaLambdaTPC,deltaPtTPC,particle->Vy(),particle->Vz(),mcphi,mceta,mcpt};
454 fResolHisto->Fill(vResolHisto);
456 Double_t vPullHisto[10] = {pullYTPC,pullZTPC,pullPhiTPC,pullLambdaTPC,pull1PtTPC,particle->Vy(),particle->Vz(),mcsnp,mctgl,1./mcpt};
457 fPullHisto->Fill(vPullHisto);
461 deltaYTPC= track->GetY()-particle->Vy();
462 deltaZTPC = track->GetZ()-particle->Vz();
463 deltaLambdaTPC = TMath::ATan2(track->Pz(),track->Pt())-TMath::ATan2(particle->Pz(),particle->Pt());
464 deltaPhiTPC = TMath::ATan2(track->Py(),track->Px())-TMath::ATan2(particle->Py(),particle->Px());
465 delta1PtTPC = (track->OneOverPt()-1./mcpt)*mcpt;
467 pullYTPC= (track->GetY()-particle->Vy()) / TMath::Sqrt(track->GetSigmaY2());
468 pullZTPC = (track->GetZ()-particle->Vz()) / TMath::Sqrt(track->GetSigmaZ2());
470 Double_t sigma_lambda = 1./(1.+track->GetTgl()*track->GetTgl()) * TMath::Sqrt(track->GetSigmaTgl2());
471 Double_t sigma_phi = 1./TMath::Sqrt(1-track->GetSnp()*track->GetSnp()) * TMath::Sqrt(track->GetSigmaSnp2());
472 pullLambdaTPC = deltaLambdaTPC / sigma_lambda;
473 pullPhiTPC = deltaPhiTPC / sigma_phi;
475 //pullLambdaTPC = deltaLambdaTPC / TMath::Sqrt(track->GetSigmaTgl2());
476 //pullPhiTPC = deltaPhiTPC / TMath::Sqrt(track->GetSigmaSnp2());
478 if (mcpt) pull1PtTPC = (track->OneOverPt()-1./mcpt) / TMath::Sqrt(track->GetSigma1Pt2());
479 else pull1PtTPC = 0.;
481 Double_t vResolHisto[10] = {deltaYTPC,deltaZTPC,deltaPhiTPC,deltaLambdaTPC,delta1PtTPC,particle->Vy(),particle->Vz(),mceta,mcphi,mcpt};
482 fResolHisto->Fill(vResolHisto);
484 Double_t vPullHisto[10] = {pullYTPC,pullZTPC,pullPhiTPC,pullLambdaTPC,pull1PtTPC,particle->Vy(),particle->Vz(),mceta,mcphi,mcpt};
485 fPullHisto->Fill(vPullHisto);
491 //_____________________________________________________________________________
492 void AliPerformanceRes::ProcessInnerTPC(AliMCEvent *const mcEvent, AliESDtrack *const esdTrack)
495 // Fill resolution comparison information (inner params at TPC reference point)
497 if(!esdTrack) return;
499 const AliExternalTrackParam * innerParam = esdTrack->GetInnerParam();
500 if(!innerParam) return;
502 // create new AliExternalTrackParam
503 AliExternalTrackParam *track = new AliExternalTrackParam(*innerParam);
506 Float_t dca[2], cov[3]; // dca_xy, dca_z, sigma_xy, sigma_xy_z, sigma_z
507 esdTrack->GetImpactParametersTPC(dca,cov);
510 // Fill rec vs MC information
514 Int_t label = TMath::Abs(esdTrack->GetLabel());
515 AliMCParticle *mcParticle = mcEvent->GetTrack(label);
516 if(!mcParticle) return;
518 // get the first TPC track reference
519 AliTrackReference *ref0 = GetFirstTPCTrackRef(mcParticle);
522 // Only 5 charged particle species (e,mu,pi,K,p)
523 TParticle *particle = mcParticle->Particle();
524 if(!particle) return;
526 if (fCutsMC->IsPdgParticle(TMath::Abs(particle->GetPdgCode())) == kFALSE) return;
529 if (fCutsMC->GetEP()==TMath::Abs(particle->GetPdgCode())) return;
531 // calculate alpha angle
532 Double_t xyz[3] = {ref0->X(),ref0->Y(),ref0->Z()};
533 Double_t alpha = TMath::ATan2(xyz[1],xyz[0]);
534 //if (alpha<0) alpha += TMath::TwoPi();
536 // rotate inner track to local coordinate system
537 // and propagate to the radius of the first track referenco of TPC
538 Double_t trRadius = TMath::Sqrt(xyz[1] * xyz[1] + xyz[0] * xyz[0]);
539 Bool_t isOK = track->Propagate(alpha,trRadius,AliTracker::GetBz());
542 Float_t mceta = -TMath::Log(TMath::Tan(0.5 * ref0->Theta()));
543 Float_t mcphi = ref0->Phi();
544 if(mcphi<0) mcphi += 2.*TMath::Pi();
545 Float_t mcpt = ref0->Pt();
546 Float_t mcsnp = TMath::Sin(TMath::ATan2(ref0->Py(),ref0->Px()));
547 Float_t mctgl = TMath::Tan(TMath::ATan2(ref0->Pz(),ref0->Pt()));
549 if ((esdTrack->GetStatus()&AliESDtrack::kTPCrefit)==0) return; // TPC refit
550 if (esdTrack->GetTPCNcls()<fCutsRC->GetMinNClustersTPC()) return; // min. nb. TPC clusters
552 Float_t deltaPtTPC, deltaYTPC, deltaZTPC, deltaPhiTPC, deltaLambdaTPC;
553 Float_t pull1PtTPC, pullYTPC, pullZTPC, pullPhiTPC, pullLambdaTPC;
556 if(TMath::Abs(dca[0])<fCutsRC->GetMaxDCAToVertexXY() && TMath::Abs(dca[1])<fCutsRC->GetMaxDCAToVertexZ())
558 if(mcpt == 0) return;
560 deltaYTPC= track->GetY(); // already rotated
561 deltaZTPC = track->GetZ()-ref0->Z();
562 deltaLambdaTPC = TMath::ATan2(track->Pz(),track->Pt())-TMath::ATan2(ref0->Pz(),ref0->Pt());
563 deltaPhiTPC = TMath::ATan2(track->Py(),track->Px())-TMath::ATan2(ref0->Py(),ref0->Px());
564 //delta1PtTPC = (track->OneOverPt()-1./mcpt)*mcpt;
565 deltaPtTPC = (track->Pt()-mcpt) / mcpt;
567 pullYTPC= track->GetY() / TMath::Sqrt(track->GetSigmaY2());
568 pullZTPC = (track->GetZ()-ref0->Z()) / TMath::Sqrt(track->GetSigmaZ2());
570 //Double_t sigma_lambda = 1./(1.+track->GetTgl()*track->GetTgl()) * TMath::Sqrt(track->GetSigmaTgl2());
571 //Double_t sigma_phi = 1./TMath::Sqrt(1-track->GetSnp()*track->GetSnp()) * TMath::Sqrt(track->GetSigmaSnp2());
572 pullPhiTPC = (track->GetSnp() - mcsnp) / TMath::Sqrt(track->GetSigmaSnp2());
573 pullLambdaTPC = (track->GetTgl() - mctgl) / TMath::Sqrt(track->GetSigmaTgl2());
575 //pullLambdaTPC = deltaLambdaTPC / TMath::Sqrt(track->GetSigmaTgl2());
576 //pullPhiTPC = deltaPhiTPC / TMath::Sqrt(track->GetSigmaSnp2());
577 if (mcpt) pull1PtTPC = (track->OneOverPt()-1./mcpt) / TMath::Sqrt(track->GetSigma1Pt2());
578 else pull1PtTPC = 0.;
580 Double_t vResolHisto[10] = {deltaYTPC,deltaZTPC,deltaPhiTPC,deltaLambdaTPC,deltaPtTPC,ref0->Y(),ref0->Z(),mcphi,mceta,mcpt};
581 fResolHisto->Fill(vResolHisto);
583 Double_t vPullHisto[10] = {pullYTPC,pullZTPC,pullPhiTPC,pullLambdaTPC,pull1PtTPC,ref0->Y(),ref0->Z(),mcsnp,mctgl,1./mcpt};
584 fPullHisto->Fill(vPullHisto);
587 if(track) delete track;
590 //_____________________________________________________________________________
591 void AliPerformanceRes::ProcessOuterTPC(AliMCEvent *const mcEvent, AliESDtrack *const esdTrack, AliESDfriendTrack *const friendTrack)
594 // Fill resolution comparison information (outer params at TPC reference point)
596 if(!friendTrack) return;
598 const AliExternalTrackParam * outerParam = friendTrack->GetTPCOut();
599 if(!outerParam) return;
601 // create new AliExternalTrackParam
602 AliExternalTrackParam *track = new AliExternalTrackParam(*outerParam);
605 Float_t dca[2], cov[3]; // dca_xy, dca_z, sigma_xy, sigma_xy_z, sigma_z
606 esdTrack->GetImpactParametersTPC(dca,cov);
609 // Fill rec vs MC information
613 Int_t label = TMath::Abs(esdTrack->GetLabel());
614 AliMCParticle *mcParticle = mcEvent->GetTrack(label);
615 if(!mcParticle) return;
617 // get the last TPC track reference
618 AliTrackReference *ref0 = GetLastTPCTrackRef(mcParticle);
621 // Only 5 charged particle species (e,mu,pi,K,p)
622 TParticle *particle = mcParticle->Particle();
623 if(!particle) return;
625 if (fCutsMC->IsPdgParticle(TMath::Abs(particle->GetPdgCode())) == kFALSE) return;
628 if (fCutsMC->GetEP()==TMath::Abs(particle->GetPdgCode())) return;
630 // calculate alpha angle
631 Double_t xyz[3] = {ref0->X(),ref0->Y(),ref0->Z()};
632 Double_t alpha = TMath::ATan2(xyz[1],xyz[0]);
633 //if (alpha<0) alpha += TMath::TwoPi();
635 // rotate outer track to local coordinate system
636 // and propagate to the radius of the last track reference of TPC
637 Double_t trRadius = TMath::Sqrt(xyz[1] * xyz[1] + xyz[0] * xyz[0]);
638 Bool_t isOK = track->Propagate(alpha,trRadius,AliTracker::GetBz());
641 Float_t mceta = -TMath::Log(TMath::Tan(0.5 * ref0->Theta()));
642 Float_t mcphi = ref0->Phi();
643 if(mcphi<0) mcphi += 2.*TMath::Pi();
644 Float_t mcpt = ref0->Pt();
645 Float_t mcsnp = TMath::Sin(TMath::ATan2(ref0->Py(),ref0->Px()));
646 Float_t mctgl = TMath::Tan(TMath::ATan2(ref0->Pz(),ref0->Pt()));
648 if ((esdTrack->GetStatus()&AliESDtrack::kTPCrefit)==0) return; // TPC refit
649 if (esdTrack->GetTPCNcls()<fCutsRC->GetMinNClustersTPC()) return; // min. nb. TPC clusters
651 Float_t deltaPtTPC, deltaYTPC, deltaZTPC, deltaPhiTPC, deltaLambdaTPC;
652 Float_t pull1PtTPC, pullYTPC, pullZTPC, pullPhiTPC, pullLambdaTPC;
655 if(TMath::Abs(dca[0])<fCutsRC->GetMaxDCAToVertexXY() && TMath::Abs(dca[1])<fCutsRC->GetMaxDCAToVertexZ())
657 if(mcpt == 0) return;
659 deltaYTPC= track->GetY(); // already rotated
660 deltaZTPC = track->GetZ()-ref0->Z();
661 deltaLambdaTPC = TMath::ATan2(track->Pz(),track->Pt())-TMath::ATan2(ref0->Pz(),ref0->Pt());
662 deltaPhiTPC = TMath::ATan2(track->Py(),track->Px())-TMath::ATan2(ref0->Py(),ref0->Px());
663 //delta1PtTPC = (track->OneOverPt()-1./mcpt)*mcpt;
664 deltaPtTPC = (track->Pt()-mcpt) / mcpt;
666 pullYTPC= track->GetY() / TMath::Sqrt(track->GetSigmaY2());
667 pullZTPC = (track->GetZ()-ref0->Z()) / TMath::Sqrt(track->GetSigmaZ2());
669 //Double_t sigma_lambda = 1./(1.+track->GetTgl()*track->GetTgl()) * TMath::Sqrt(track->GetSigmaTgl2());
670 //Double_t sigma_phi = 1./TMath::Sqrt(1-track->GetSnp()*track->GetSnp()) * TMath::Sqrt(track->GetSigmaSnp2());
671 pullPhiTPC = (track->GetSnp() - mcsnp) / TMath::Sqrt(track->GetSigmaSnp2());
672 pullLambdaTPC = (track->GetTgl() - mctgl) / TMath::Sqrt(track->GetSigmaTgl2());
674 //pullLambdaTPC = deltaLambdaTPC / TMath::Sqrt(track->GetSigmaTgl2());
675 //pullPhiTPC = deltaPhiTPC / TMath::Sqrt(track->GetSigmaSnp2());
676 if (mcpt) pull1PtTPC = (track->OneOverPt()-1./mcpt) / TMath::Sqrt(track->GetSigma1Pt2());
677 else pull1PtTPC = 0.;
679 Double_t vResolHisto[10] = {deltaYTPC,deltaZTPC,deltaPhiTPC,deltaLambdaTPC,deltaPtTPC,ref0->Y(),ref0->Z(),mcphi,mceta,mcpt};
680 fResolHisto->Fill(vResolHisto);
682 Double_t vPullHisto[10] = {pullYTPC,pullZTPC,pullPhiTPC,pullLambdaTPC,pull1PtTPC,ref0->Y(),ref0->Z(),mcsnp,mctgl,1./mcpt};
683 fPullHisto->Fill(vPullHisto);
686 if(track) delete track;
689 //_____________________________________________________________________________
690 AliTrackReference * AliPerformanceRes::GetFirstTPCTrackRef(AliMCParticle *mcParticle)
692 // return first TPC track reference
693 if(!mcParticle) return 0;
695 // find first track reference
696 // check direction to select proper reference point for looping tracks
697 Int_t nTrackRef = mcParticle->GetNumberOfTrackReferences();
698 AliTrackReference *ref = 0;
699 AliTrackReference *refIn = 0;
700 for (Int_t iref = 0; iref < nTrackRef; iref++) {
701 ref = mcParticle->GetTrackReference(iref);
702 if(ref && (ref->DetectorId()==AliTrackReference::kTPC))
704 Float_t dir = ref->X()*ref->Px()+ref->Y()*ref->Py();
715 //_____________________________________________________________________________
716 AliTrackReference * AliPerformanceRes::GetLastTPCTrackRef(AliMCParticle *mcParticle)
718 // return last TPC track reference
719 if(!mcParticle) return 0;
721 // find last track reference
722 // check direction to select proper reference point for looping tracks
723 Int_t nTrackRef = mcParticle->GetNumberOfTrackReferences();
724 AliTrackReference *ref = 0;
725 AliTrackReference *refOut = 0;
726 for (Int_t iref = 0; iref < nTrackRef; iref++) {
727 ref = mcParticle->GetTrackReference(iref);
728 if(ref && (ref->DetectorId()==AliTrackReference::kTPC)) {
729 Float_t dir=ref->X()*ref->Px()+ref->Y()*ref->Py();
738 //_____________________________________________________________________________
739 void AliPerformanceRes::Exec(AliMCEvent* const mcEvent, AliESDEvent *const esdEvent, AliESDfriend *const esdFriend, const Bool_t bUseMC, const Bool_t bUseESDfriend)
741 // Process comparison information
745 AliDebug(AliLog::kError, "esdEvent not available");
748 AliHeader* header = 0;
749 AliGenEventHeader* genHeader = 0;
756 AliDebug(AliLog::kError, "mcEvent not available");
760 // get MC event header
761 header = mcEvent->Header();
763 AliDebug(AliLog::kError, "Header not available");
767 stack = mcEvent->Stack();
769 AliDebug(AliLog::kError, "Stack not available");
774 genHeader = header->GenEventHeader();
776 AliDebug(AliLog::kError, "Could not retrieve genHeader from Header");
779 genHeader->PrimaryVertex(vtxMC);
786 AliDebug(AliLog::kError, "esdFriend not available");
792 for (Int_t iTrack = 0; iTrack < esdEvent->GetNumberOfTracks(); iTrack++)
794 AliESDtrack *track = esdEvent->GetTrack(iTrack);
797 AliESDfriendTrack *friendTrack=0;
799 friendTrack=esdFriend->GetTrack(iTrack);
800 if(!friendTrack) continue;
803 if(GetAnalysisMode() == 0) ProcessTPC(stack,track);
804 else if(GetAnalysisMode() == 1) ProcessTPCITS(stack,track);
805 else if(GetAnalysisMode() == 2) ProcessConstrained(stack,track);
806 else if(GetAnalysisMode() == 3) ProcessInnerTPC(mcEvent,track);
807 else if(GetAnalysisMode() == 4) ProcessOuterTPC(mcEvent,track,friendTrack);
809 printf("ERROR: AnalysisMode %d \n",fAnalysisMode);
815 //_____________________________________________________________________________
816 TH1F* AliPerformanceRes::MakeResol(TH2F * his, Int_t integ, Bool_t type, Int_t cut){
817 // Create resolution histograms
820 if (!gPad) new TCanvas;
821 hisr = AliTreeDraw::CreateResHistoII(his,&hism,integ,kTRUE,cut);
822 if (type) return hism;
827 //_____________________________________________________________________________
828 void AliPerformanceRes::Analyse() {
829 // Analyse comparison information and store output histograms
830 // in the folder "folderRes"
832 TH1::AddDirectory(kFALSE);
835 TObjArray *aFolderObj = new TObjArray;
837 // write results in the folder
838 TCanvas * c = new TCanvas("Phi resol Tan","Phi resol Tan");
844 for(Int_t i=0; i<5; i++)
846 for(Int_t j=5; j<10; j++)
848 if(j!=8) fResolHisto->GetAxis(8)->SetRangeUser(-0.9,0.89); // eta window
849 fResolHisto->GetAxis(9)->SetRangeUser(0.16,10.); // pt threshold
850 //if(j!=8) fResolHisto->GetAxis(8)->SetRangeUser(0.,0.9); // eta window
851 //fResolHisto->GetAxis(9)->SetRangeUser(0.16,3.); // pt window
852 if(GetAnalysisMode() == 3) fResolHisto->GetAxis(5)->SetRangeUser(-80.,80.); // y range
854 h2D = (TH2F*)fResolHisto->Projection(i,j);
856 h = AliPerformanceRes::MakeResol(h2D,1,0,100);
857 sprintf(name,"h_res_%d_vs_%d",i,j);
860 h->GetXaxis()->SetTitle(fResolHisto->GetAxis(j)->GetTitle());
861 sprintf(title,"%s %s",fResolHisto->GetAxis(i)->GetTitle(),"(resolution)");
862 h->GetYaxis()->SetTitle(title);
863 sprintf(title,"%s vs %s",title,fResolHisto->GetAxis(j)->GetTitle());
866 if(j==9) h->SetBit(TH1::kLogX);
869 h = AliPerformanceRes::MakeResol(h2D,1,1,100);
870 //h = (TH1F*)arr->At(1);
871 sprintf(name,"h_mean_res_%d_vs_%d",i,j);
874 h->GetXaxis()->SetTitle(fResolHisto->GetAxis(j)->GetTitle());
875 sprintf(title,"%s %s",fResolHisto->GetAxis(i)->GetTitle(),"(mean)");
876 h->GetYaxis()->SetTitle(title);
878 sprintf(title,"%s vs %s",title,fResolHisto->GetAxis(j)->GetTitle());
881 if(j==9) h->SetBit(TH1::kLogX);
884 fResolHisto->GetAxis(8)->SetRangeUser(-1.5,1.5);
885 fResolHisto->GetAxis(9)->SetRangeUser(0.0,10.);
888 if(j!=8) fPullHisto->GetAxis(8)->SetRangeUser(-1.0,0.99); // theta window
889 else fPullHisto->GetAxis(8)->SetRangeUser(-1.5,1.5); // theta window
890 fPullHisto->GetAxis(9)->SetRangeUser(0.0,10.); // pt threshold
891 if(GetAnalysisMode() == 3) fPullHisto->GetAxis(5)->SetRangeUser(-80.,80.); // y range
893 h2D = (TH2F*)fPullHisto->Projection(i,j);
895 h = AliPerformanceRes::MakeResol(h2D,1,0,100);
896 sprintf(name,"h_pull_%d_vs_%d",i,j);
899 h->GetXaxis()->SetTitle(fPullHisto->GetAxis(j)->GetTitle());
900 sprintf(title,"%s %s",fPullHisto->GetAxis(i)->GetTitle(),"(resolution)");
901 h->GetYaxis()->SetTitle(title);
902 sprintf(title,"%s vs %s",title,fPullHisto->GetAxis(j)->GetTitle());
905 //if(j==9) h->SetBit(TH1::kLogX);
908 h = AliPerformanceRes::MakeResol(h2D,1,1,100);
909 sprintf(name,"h_mean_pull_%d_vs_%d",i,j);
912 h->GetXaxis()->SetTitle(fPullHisto->GetAxis(j)->GetTitle());
913 sprintf(title,"%s %s",fPullHisto->GetAxis(i)->GetTitle(),"(mean)");
914 h->GetYaxis()->SetTitle(title);
915 sprintf(title,"%s vs %s",title,fPullHisto->GetAxis(j)->GetTitle());
918 //if(j==9) h->SetBit(TH1::kLogX);
923 // export objects to analysis folder
924 fAnalysisFolder = ExportToFolder(aFolderObj);
926 // delete only TObjArray
927 if(aFolderObj) delete aFolderObj;
930 //_____________________________________________________________________________
931 TFolder* AliPerformanceRes::ExportToFolder(TObjArray * array)
933 // recreate folder avery time and export objects to new one
935 AliPerformanceRes * comp=this;
936 TFolder *folder = comp->GetAnalysisFolder();
939 TFolder *newFolder = 0;
941 Int_t size = array->GetSize();
944 // get name and title from old folder
945 name = folder->GetName();
946 title = folder->GetTitle();
952 newFolder = CreateFolder(name.Data(),title.Data());
953 newFolder->SetOwner();
955 // add objects to folder
957 newFolder->Add(array->At(i));
965 //_____________________________________________________________________________
966 Long64_t AliPerformanceRes::Merge(TCollection* const list)
968 // Merge list of objects (needed by PROOF)
976 TIterator* iter = list->MakeIterator();
979 // collection of generated histograms
981 while((obj = iter->Next()) != 0)
983 AliPerformanceRes* entry = dynamic_cast<AliPerformanceRes*>(obj);
984 if (entry == 0) continue;
986 fResolHisto->Add(entry->fResolHisto);
987 fPullHisto->Add(entry->fPullHisto);
995 //_____________________________________________________________________________
996 TFolder* AliPerformanceRes::CreateFolder(TString name,TString title) {
997 // create folder for analysed histograms
1000 folder = new TFolder(name.Data(),title.Data());