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initial checkin of the new flow development - from an OLD diff!
[u/mrichter/AliRoot.git] / PWGCF / FLOW / macros / Kinks / AddTaskFlowCentralityKinkQa.C
1 /////////////////////////////////////////////////////////////////////////////////////////////
2 //
3 // AddTask* macro for flow analysis
4 // Creates a Flow Event task and adds it to the analysis manager.
5 // Sets the cuts using the correction framework (CORRFW) classes.
6 // Also creates Flow Analysis tasks and connects them to the output of the flow event task.
7 //
8 /////////////////////////////////////////////////////////////////////////////////////////////
9
10 void AddTaskFlowCentralityKinkQa( Float_t centrMin=0.,
11                                   Float_t centrMax=100.,
12                                   TString fileNameBase="output",
13                                   AliPID::EParticleType particleType=AliPID::kUnknown,
14                                   AliFlowTrackCuts::PIDsource sourcePID = AliFlowTrackCuts::kTOFpid,
15                                   Int_t charge=0,
16                                   Int_t harmonic=2,
17                                   Bool_t doQA=kFALSE,
18                                   TString uniqueStr=""
19                                 )
20 {
21   // Define the range for eta subevents (for SP method)
22   Double_t minA = -0.9;
23   Double_t maxA = -0.4;
24   Double_t minB = 0.4;
25   Double_t maxB = 0.9;
26   TString totalQvectorSP="Qa"; //["Qa"|"Qb"|"QaQb"]
27   Double_t poiMinEta=0.4;
28   Double_t poiMaxEta=0.9;
29
30
31   // AFTERBURNER
32   Bool_t useAfterBurner=kFALSE;
33   Double_t v1=0.0;
34   Double_t v2=0.0;
35   Double_t v3=0.0;
36   Double_t v4=0.0;
37   Int_t numberOfTrackClones=0; //non-flow
38
39   // Define a range of the detector to exclude
40   Bool_t ExcludeRegion = kFALSE;
41   Double_t excludeEtaMin = -0.;
42   Double_t excludeEtaMax = 0.;
43   Double_t excludePhiMin = 0.;
44   Double_t excludePhiMax = 0.;
45
46   // use physics selection class
47   Bool_t  UsePhysicsSelection = kTRUE;
48
49   // QA
50   Bool_t runQAtask=kFALSE;
51   Bool_t FillQAntuple=kFALSE;
52   Bool_t DoQAcorrelations=kFALSE;
53
54   // RUN SETTINGS
55   // Flow analysis method can be:(set to kTRUE or kFALSE)
56   Bool_t SP       = kTRUE;  // scalar product method (similar to eventplane method)
57   Bool_t QC       = kTRUE;  // cumulants using Q vectors
58   
59   //these are OBSOLETE, use at own peril
60   Bool_t GFC      = kFALSE;  // cumulants based on generating function
61   Bool_t MCEP     = kFALSE;  // correlation with Monte Carlo reaction plane
62   Bool_t FQD      = kFALSE;  // fit of the distribution of the Q vector (only integrated v)
63   Bool_t LYZ1SUM  = kFALSE;  // Lee Yang Zeroes using sum generating function (integrated v)
64   Bool_t LYZ1PROD = kFALSE;  // Lee Yang Zeroes using product generating function (integrated v)
65   Bool_t LYZ2SUM  = kFALSE; // Lee Yang Zeroes using sum generating function (second pass differential v)
66   Bool_t LYZ2PROD = kFALSE; // Lee Yang Zeroes using product generating function (second pass differential v)
67   Bool_t LYZEP    = kFALSE; // Lee Yang Zeroes Event plane using sum generating function (gives eventplane + weight)
68   Bool_t MH       = kFALSE;  // azimuthal correlators in mixed harmonics  
69   Bool_t NL       = kFALSE;  // nested loops (for instance distribution of phi1-phi2 for all distinct pairs)
70
71   //Bool_t METHODS[] = {SP,LYZ1SUM,LYZ1PROD,LYZ2SUM,LYZ2PROD,LYZEP,GFC,QC,FQD,MCEP,MH,NL};
72   Bool_t METHODS[] = {SP};
73
74   // Boolean to use/not use weights for the Q vector
75   Bool_t WEIGHTS[] = {kFALSE,kFALSE,kFALSE}; //Phi, v'(pt), v'(eta)
76
77   // SETTING THE CUTS
78
79   //---------Data selection----------
80   //kMC, kGlobal, kESD_TPConly, kESD_SPDtracklet
81   AliFlowTrackCuts::trackParameterType rptype = AliFlowTrackCuts::kGlobal;
82   AliFlowTrackCuts::trackParameterType poitype = AliFlowTrackCuts::kKink;
83
84   //---------Parameter mixing--------
85   //kPure - no mixing, kTrackWithMCkine, kTrackWithMCPID, kTrackWithMCpt
86   AliFlowTrackCuts::trackParameterMix rpmix = AliFlowTrackCuts::kPure;
87   AliFlowTrackCuts::trackParameterMix poimix = AliFlowTrackCuts::kPure;
88
89
90   const char* rptypestr = AliFlowTrackCuts::GetParamTypeName(rptype);
91   const char* poitypestr = AliFlowTrackCuts::GetParamTypeName(poitype);
92
93   //===========================================================================
94   // EVENTS CUTS:
95   AliFlowEventCuts* cutsEvent = new AliFlowEventCuts("event cuts");
96   cutsEvent->SetCentralityPercentileRange(centrMin,centrMax);
97   cutsEvent->SetCentralityPercentileMethod(AliFlowEventCuts::kV0);
98   cutsEvent->SetRefMultMethod(AliFlowEventCuts::kV0);
99   //cutsEvent->SetCentralityPercentileMethod(AliFlowEventCuts::kSPD1tracklets);
100   cutsEvent->SetNContributorsRange(2);
101   cutsEvent->SetPrimaryVertexZrange(-7.,7.);
102   cutsEvent->SetQA(doQA);
103   
104   // RP TRACK CUTS:
105   AliFlowTrackCuts* cutsRP = new AliFlowTrackCuts("TPConlyRP");
106   cutsRP->SetParamType(rptype);
107   cutsRP->SetParamMix(rpmix);
108   cutsRP->SetPtRange(0.2,5.);
109   cutsRP->SetEtaRange(-0.8,0.8);
110   cutsRP->SetMinNClustersTPC(70);
111   cutsRP->SetMinChi2PerClusterTPC(0.1);
112   cutsRP->SetMaxChi2PerClusterTPC(4.0);
113   cutsRP->SetMaxDCAToVertexXY(3.0);
114   cutsRP->SetMaxDCAToVertexZ(3.0);
115   cutsRP->SetAcceptKinkDaughters(kFALSE);
116   cutsRP->SetMinimalTPCdedx(10.);
117   cutsRP->SetQA(doQA);
118
119   // POI TRACK CUTS:
120   AliFlowTrackCuts* cutsPOI = new AliFlowTrackCuts("GlobalPOI");
121   cutsPOI->SetParamType(poitype);
122   cutsPOI->SetParamMix(poimix);
123   cutsPOI->SetPtRange(0.0,10.);
124   cutsPOI->SetEtaRange(poiMinEta,poiMaxEta);
125   //cutsPOI->SetRequireCharge(kTRUE);
126   //cutsPOI->SetPID(PdgRP);
127   cutsPOI->SetMinNClustersTPC(30);
128   cutsPOI->SetMinChi2PerClusterTPC(0.1);
129   cutsPOI->SetMaxChi2PerClusterTPC(4.0);
130   //cutsPOI->SetRequireITSRefit(kTRUE);
131   cutsPOI->SetRequireTPCRefit(kTRUE);
132   cutsPOI->SetMinNClustersITS(2);
133   //cutsPOI->SetMaxChi2PerClusterITS(1.e+09);
134   cutsPOI->SetMaxDCAToVertexXY(3.);
135   cutsPOI->SetMaxDCAToVertexZ(3.);
136   //cutsPOI->SetDCAToVertex2D(kTRUE);
137   //cutsPOI->SetMaxNsigmaToVertex(1.e+10);
138   //cutsPOI->SetRequireSigmaToVertex(kFALSE);
139   cutsPOI->SetAcceptKinkDaughters(kTRUE);
140   cutsPOI->SetPID(particleType, sourcePID);
141   if (charge!=0) cutsPOI->SetCharge(charge);
142   //cutsPOI->SetAllowTOFmismatch(kFALSE);
143   cutsPOI->SetRequireStrictTOFTPCagreement(kTRUE);
144   //iexample: francesco's tunig TPC Bethe Bloch for data:
145   //cutsPOI->GetESDpid().GetTPCResponse().SetBetheBlochParameters(4.36414e-02,1.75977e+01,1.14385e-08,2.27907e+00,3.36699e+00);
146   //cutsPOI->GetESDpid().GetTPCResponse().SetMip(49);
147   cutsPOI->SetMinimalTPCdedx(10.);
148   cutsPOI->SetQA(doQA);
149
150   TString outputSlotName("");
151   outputSlotName+=uniqueStr;
152   outputSlotName+=" ";
153   outputSlotName+=totalQvectorSP;
154   outputSlotName+=" ";
155   outputSlotName+=Form("V%i ",harmonic);
156   outputSlotName+=cutsRP->GetName();
157   outputSlotName+=" ";
158   outputSlotName+=cutsPOI->GetName();
159   outputSlotName+=Form(" %.0f-",centrMin);
160   outputSlotName+=Form("%.0f ",centrMax);
161   outputSlotName+=Form("POI:%s ", AliFlowTrackCuts::GetParamTypeName(cutsPOI->GetParamType()) );
162   outputSlotName+=Form("RP:%s ", AliFlowTrackCuts::GetParamTypeName(cutsRP->GetParamType()) );
163   if (particleType!=AliPID::kUnknown)
164   {
165     outputSlotName+=AliFlowTrackCuts::PIDsourceName(sourcePID);
166     outputSlotName+=" ";
167     outputSlotName+=AliPID::ParticleName(particleType);
168   }
169   if (charge<0) outputSlotName+="-";
170   if (charge>0) outputSlotName+="+";
171
172   TString fileName(fileNameBase);
173   fileName.Append(".root");
174
175   Bool_t useWeights  = WEIGHTS[0] || WEIGHTS[1] || WEIGHTS[2];
176   if (useWeights) cout<<"Weights are used"<<endl;
177   else cout<<"Weights are not used"<<endl;
178   
179   // Get the pointer to the existing analysis manager via the static access method.
180   //==============================================================================
181   AliAnalysisManager *mgr = AliAnalysisManager::GetAnalysisManager();
182   if (!mgr) {
183     Error("AddTaskFlowEvent", "No analysis manager to connect to.");
184     return NULL;
185   }
186   
187   // Check the analysis type using the event handlers connected to the analysis
188   // manager. The availability of MC handler can also be checked here.
189   //==============================================================================
190   if (!mgr->GetInputEventHandler()) {
191     ::Error("AddTaskFlowEvent", "This task requires an input event handler");
192     return NULL;
193   }  
194
195   // Open external input files
196   //===========================================================================
197   //weights: 
198   TFile *weightsFile = NULL;
199   TList *weightsList = NULL;
200
201   if(useWeights) {
202     //open the file with the weights:
203     weightsFile = TFile::Open("weights.root","READ");
204     if(weightsFile) {
205       //access the list which holds the histos with weigths:
206       weightsList = (TList*)weightsFile->Get("weights");
207     }
208     else {
209       cout<<" WARNING: the file <weights.root> with weights from the previous run was not available."<<endl;
210       break;
211     } 
212   }
213   
214   //LYZ2
215   if (LYZ2SUM || LYZ2PROD) {
216     //read the outputfile of the first run
217     TString outputFileName = "AnalysisResults1.root";
218     TString pwd(gSystem->pwd());
219     pwd+="/";
220     pwd+=outputFileName.Data();
221     TFile *outputFile = NULL;
222     if(gSystem->AccessPathName(pwd.Data(),kFileExists)) {
223       cout<<"WARNING: You do not have an output file:"<<endl;
224       cout<<"         "<<pwd.Data()<<endl;
225       exit(0);
226     } else { outputFile = TFile::Open(pwd.Data(),"READ");}
227     
228     if (LYZ2SUM){  
229       // read the output directory from LYZ1SUM 
230       TString inputFileNameLYZ2SUM = "outputLYZ1SUManalysis" ;
231       inputFileNameLYZ2SUM += rptypestr;
232       cout<<"The input directory is "<<inputFileNameLYZ2SUM.Data()<<endl;
233       TFile* fInputFileLYZ2SUM = (TFile*)outputFile->FindObjectAny(inputFileNameLYZ2SUM.Data());
234       if(!fInputFileLYZ2SUM || fInputFileLYZ2SUM->IsZombie()) { 
235         cerr << " ERROR: To run LYZ2SUM you need the output file from LYZ1SUM. This file is not there! Please run LYZ1SUM first." << endl ; 
236         break;
237       }
238       else {
239         TList* fInputListLYZ2SUM = (TList*)fInputFileLYZ2SUM->Get("LYZ1SUM");
240         if (!fInputListLYZ2SUM) {cout<<"list is NULL pointer!"<<endl;}
241       }
242       cout<<"LYZ2SUM input file/list read..."<<endl;
243     }
244
245     if (LYZ2PROD){  
246       // read the output directory from LYZ1PROD 
247       TString inputFileNameLYZ2PROD = "outputLYZ1PRODanalysis" ;
248       inputFileNameLYZ2PROD += rptypestr;
249       cout<<"The input directory is "<<inputFileNameLYZ2PROD.Data()<<endl;
250       TFile* fInputFileLYZ2PROD = (TFile*)outputFile->FindObjectAny(inputFileNameLYZ2PROD.Data());
251       if(!fInputFileLYZ2PROD || fInputFileLYZ2PROD->IsZombie()) { 
252         cerr << " ERROR: To run LYZ2PROD you need the output file from LYZ1PROD. This file is not there! Please run LYZ1PROD first." << endl ; 
253         break;
254       }
255       else {
256         TList* fInputListLYZ2PROD = (TList*)fInputFileLYZ2PROD->Get("LYZ1PROD");
257         if (!fInputListLYZ2PROD) {cout<<"list is NULL pointer!"<<endl;}
258       }
259       cout<<"LYZ2PROD input file/list read..."<<endl;
260     }
261   }
262
263   if (LYZEP) {
264     //read the outputfile of the second run
265     TString outputFileName = "AnalysisResults2.root";
266     TString pwd(gSystem->pwd());
267     pwd+="/";
268     pwd+=outputFileName.Data();
269     TFile *outputFile = NULL;
270     if(gSystem->AccessPathName(pwd.Data(),kFileExists)) {
271       cout<<"WARNING: You do not have an output file:"<<endl;
272       cout<<"         "<<pwd.Data()<<endl;
273       exit(0);
274     } else {
275       outputFile = TFile::Open(pwd.Data(),"READ");
276     }
277     
278     // read the output file from LYZ2SUM
279     TString inputFileNameLYZEP = "outputLYZ2SUManalysis" ;
280     inputFileNameLYZEP += rptypestr;
281     cout<<"The input file is "<<inputFileNameLYZEP.Data()<<endl;
282     TFile* fInputFileLYZEP = (TFile*)outputFile->FindObjectAny(inputFileNameLYZEP.Data());
283     if(!fInputFileLYZEP || fInputFileLYZEP->IsZombie()) { 
284       cerr << " ERROR: To run LYZEP you need the output file from LYZ2SUM. This file is not there! Please run LYZ2SUM first." << endl ; 
285       break;
286     }
287     else {
288       TList* fInputListLYZEP = (TList*)fInputFileLYZEP->Get("LYZ2SUM");
289       if (!fInputListLYZEP) {cout<<"list is NULL pointer!"<<endl;}
290     }
291     cout<<"LYZEP input file/list read..."<<endl;
292   }
293   
294   
295   // Create the FMD task and add it to the manager
296   //===========================================================================
297   if (rptypestr == "FMD") {
298     AliFMDAnalysisTaskSE *taskfmd = NULL;
299     if (rptypestr == "FMD") {
300       taskfmd = new AliFMDAnalysisTaskSE("TaskFMD");
301       mgr->AddTask(taskfmd);
302       
303       AliFMDAnaParameters* pars = AliFMDAnaParameters::Instance();
304       pars->Init();
305       pars->SetProcessPrimary(kTRUE); //for MC only
306       pars->SetProcessHits(kFALSE);
307       
308       //pars->SetRealData(kTRUE); //for real data
309       //pars->SetProcessPrimary(kFALSE); //for real data
310     }
311   }
312   
313   // Create the flow event task, add it to the manager.
314   //===========================================================================
315   AliAnalysisTaskFlowEvent *taskFE = NULL;
316
317   if(useAfterBurner)
318     { 
319       taskFE = new AliAnalysisTaskFlowEvent(Form("TaskFlowEvent %s",outputSlotName.Data()),"",doQA,1);
320       taskFE->SetFlow(v1,v2,v3,v4); 
321       taskFE->SetNonFlowNumberOfTrackClones(numberOfTrackClones);
322       taskFE->SetAfterburnerOn();
323     }
324   else {taskFE = new AliAnalysisTaskFlowEvent(Form("TaskFlowEvent %s",outputSlotName.Data()),"",doQA); }
325   if (ExcludeRegion) {
326     taskFE->DefineDeadZone(excludeEtaMin, excludeEtaMax, excludePhiMin, excludePhiMax); 
327   }
328   taskFE->SetSubeventEtaRange(minA, maxA, minB, maxB);
329   if (UsePhysicsSelection) {
330     taskFE->SelectCollisionCandidates(AliVEvent::kMB);
331     cout<<"Using Physics Selection"<<endl;
332   }
333   mgr->AddTask(taskFE);
334   
335   // Pass cuts for RPs and POIs to the task:
336   taskFE->SetCutsEvent(cutsEvent);
337   taskFE->SetCutsRP(cutsRP);
338   taskFE->SetCutsPOI(cutsPOI);
339   if (cutsRP->GetParamType()==AliFlowTrackCuts::kV0)
340   { 
341     //TODO: since this is set in a static object all analyses in an analysis train
342     //will be affected.
343     taskFE->SetHistWeightvsPhiMin(0.);
344     taskFE->SetHistWeightvsPhiMax(200.);
345   }
346
347   // Create the analysis tasks, add them to the manager.
348   //===========================================================================
349   if (SP){
350     AliAnalysisTaskScalarProduct *taskSP = new AliAnalysisTaskScalarProduct(Form("TaskScalarProduct %s",outputSlotName.Data()),WEIGHTS[0]);
351     taskSP->SetRelDiffMsub(1.0);
352     taskSP->SetApplyCorrectionForNUA(kTRUE);
353     taskSP->SetTotalQvector(totalQvectorSP.Data());
354     mgr->AddTask(taskSP);
355   }
356   if (LYZ1SUM){
357     AliAnalysisTaskLeeYangZeros *taskLYZ1SUM = new AliAnalysisTaskLeeYangZeros(Form("TaskLeeYangZerosSUM %s",outputSlotName.Data()),kTRUE);
358     taskLYZ1SUM->SetFirstRunLYZ(kTRUE);
359     taskLYZ1SUM->SetUseSumLYZ(kTRUE);
360     mgr->AddTask(taskLYZ1SUM);
361   }
362   if (LYZ1PROD){
363     AliAnalysisTaskLeeYangZeros *taskLYZ1PROD = new AliAnalysisTaskLeeYangZeros(Form("TaskLeeYangZerosPROD %s",outputSlotName.Data()),kTRUE);
364     taskLYZ1PROD->SetFirstRunLYZ(kTRUE);
365     taskLYZ1PROD->SetUseSumLYZ(kFALSE);
366     mgr->AddTask(taskLYZ1PROD);
367   }
368   if (LYZ2SUM){
369     AliAnalysisTaskLeeYangZeros *taskLYZ2SUM = new AliAnalysisTaskLeeYangZeros(Form("TaskLeeYangZerosSUM %s",outputSlotName.Data()),kFALSE);
370     taskLYZ2SUM->SetFirstRunLYZ(kFALSE);
371     taskLYZ2SUM->SetUseSumLYZ(kTRUE);
372     mgr->AddTask(taskLYZ2SUM);
373   }
374   if (LYZ2PROD){
375     AliAnalysisTaskLeeYangZeros *taskLYZ2PROD = new AliAnalysisTaskLeeYangZeros(Form("TaskLeeYangZerosPROD %s",outputSlotName.Data()),kFALSE);
376     taskLYZ2PROD->SetFirstRunLYZ(kFALSE);
377     taskLYZ2PROD->SetUseSumLYZ(kFALSE);
378     mgr->AddTask(taskLYZ2PROD);
379   }
380   if (LYZEP){
381     AliAnalysisTaskLYZEventPlane *taskLYZEP = new AliAnalysisTaskLYZEventPlane(Form("TaskLYZEventPlane %s",outputSlotName.Data()));
382     mgr->AddTask(taskLYZEP);
383   }
384   if (GFC){
385     AliAnalysisTaskCumulants *taskGFC = new AliAnalysisTaskCumulants(Form("TaskCumulants %s",outputSlotName.Data()),useWeights);
386     taskGFC->SetUsePhiWeights(WEIGHTS[0]); 
387     taskGFC->SetUsePtWeights(WEIGHTS[1]);
388     taskGFC->SetUseEtaWeights(WEIGHTS[2]); 
389     mgr->AddTask(taskGFC);
390   }
391   if (QC){
392     AliAnalysisTaskQCumulants *taskQC = new AliAnalysisTaskQCumulants(Form("TaskQCumulants %s",outputSlotName.Data()),useWeights);
393     taskQC->SetUsePhiWeights(WEIGHTS[0]); 
394     taskQC->SetUsePtWeights(WEIGHTS[1]);
395     taskQC->SetUseEtaWeights(WEIGHTS[2]); 
396     taskQC->SetCalculateCumulantsVsM(kFALSE);
397     taskQC->SetnBinsMult(10000);
398     taskQC->SetMinMult(0.);
399     taskQC->SetMaxMult(10000.);
400     taskQC->SetHarmonic(harmonic);
401     taskQC->SetApplyCorrectionForNUA(kFALSE);
402     taskQC->SetFillMultipleControlHistograms(kFALSE);     
403     mgr->AddTask(taskQC);
404   }
405   if (FQD){
406     AliAnalysisTaskFittingQDistribution *taskFQD = new AliAnalysisTaskFittingQDistribution(Form("TaskFittingQDistribution %s",outputSlotName.Data()),kFALSE);
407     taskFQD->SetUsePhiWeights(WEIGHTS[0]); 
408     taskFQD->SetqMin(0.);
409     taskFQD->SetqMax(1000.);
410     taskFQD->SetqNbins(10000);
411     mgr->AddTask(taskFQD);
412   }
413   if (MCEP){
414     AliAnalysisTaskMCEventPlane *taskMCEP = new AliAnalysisTaskMCEventPlane(Form("TaskMCEventPlane %s",outputSlotName.Data()));
415     mgr->AddTask(taskMCEP);
416   }
417   if (MH){
418     AliAnalysisTaskMixedHarmonics *taskMH = new AliAnalysisTaskMixedHarmonics(Form("TaskMixedHarmonics %s",outputSlotName.Data()),useWeights);
419     taskMH->SetHarmonic(1); // n in cos[n(phi1+phi2-2phi3)] and cos[n(psi1+psi2-2phi3)]
420     taskMH->SetNoOfMultipicityBins(10000);
421     taskMH->SetMultipicityBinWidth(1.);
422     taskMH->SetMinMultiplicity(1.);
423     taskMH->SetCorrectForDetectorEffects(kTRUE);
424     taskMH->SetEvaluateDifferential3pCorrelator(kFALSE); // evaluate <<cos[n(psi1+psi2-2phi3)]>> (Remark: two nested loops)    
425     taskMH->SetOppositeChargesPOI(kFALSE); // POIs psi1 and psi2 in cos[n(psi1+psi2-2phi3)] will have opposite charges  
426     mgr->AddTask(taskMH);
427   }  
428   if (NL){
429     AliAnalysisTaskNestedLoops *taskNL = new AliAnalysisTaskNestedLoops(Form("TaskNestedLoops %s",outputSlotName.Data()),useWeights);
430     taskNL->SetHarmonic(1); // n in cos[n(phi1+phi2-2phi3)] and cos[n(psi1+psi2-2phi3)]
431     taskNL->SetEvaluateNestedLoopsForRAD(kTRUE); // RAD = Relative Angle Distribution
432     taskNL->SetEvaluateNestedLoopsForMH(kTRUE); // evalaute <<cos[n(phi1+phi2-2phi3)]>> (Remark: three nested loops)   
433     taskNL->SetEvaluateDifferential3pCorrelator(kFALSE); // evaluate <<cos[n(psi1+psi2-2phi3)]>>  (Remark: three nested loops)   
434     taskNL->SetOppositeChargesPOI(kFALSE); // POIs psi1 and psi2 in cos[n(psi1+psi2-2phi3)] will have opposite charges  
435     mgr->AddTask(taskNL);
436   }
437
438   // Create the output container for the data produced by the task
439   // Connect to the input and output containers
440   //===========================================================================
441   AliAnalysisDataContainer *cinput1 = mgr->GetCommonInputContainer();
442   
443   if (rptypestr == "FMD") {
444     AliAnalysisDataContainer *coutputFMD = 
445       mgr->CreateContainer(Form("BackgroundCorrected %s",outputSlotName.Data()), TList::Class(), AliAnalysisManager::kExchangeContainer);
446     //input and output taskFMD     
447     mgr->ConnectInput(taskfmd, 0, cinput1);
448     mgr->ConnectOutput(taskfmd, 1, coutputFMD);
449     //input into taskFE
450     mgr->ConnectInput(taskFE,1,coutputFMD);
451   }
452   
453   AliAnalysisDataContainer *coutputFE = 
454   mgr->CreateContainer(Form("FlowEventSimple %s",outputSlotName.Data()),AliFlowEventSimple::Class(),AliAnalysisManager::kExchangeContainer);
455   mgr->ConnectInput(taskFE,0,cinput1); 
456   mgr->ConnectOutput(taskFE,1,coutputFE);
457  
458   if (taskFE->GetQAOn())
459   {
460     TString outputQA = fileName;
461     outputQA += ":QA";
462     AliAnalysisDataContainer* coutputFEQA = 
463     mgr->CreateContainer(Form("QA %s",outputSlotName.Data()), TList::Class(),AliAnalysisManager::kOutputContainer,outputQA);
464     mgr->ConnectOutput(taskFE,2,coutputFEQA);
465   }
466
467   // Create the output containers for the data produced by the analysis tasks
468   // Connect to the input and output containers
469   //===========================================================================
470   if (useWeights) {    
471     AliAnalysisDataContainer *cinputWeights = mgr->CreateContainer(Form("Weights %s",outputSlotName.Data()),
472                                                                    TList::Class(),AliAnalysisManager::kInputContainer); 
473   }
474
475   if(SP) {
476     TString outputSP = fileName;
477     outputSP += ":outputSPanalysis";
478     outputSP+= rptypestr;
479     AliAnalysisDataContainer *coutputSP = mgr->CreateContainer(Form("SP %s",outputSlotName.Data()), 
480                                                                TList::Class(),AliAnalysisManager::kOutputContainer,outputSP); 
481     mgr->ConnectInput(taskSP,0,coutputFE); 
482     mgr->ConnectOutput(taskSP,1,coutputSP); 
483     if (WEIGHTS[0]) {
484       mgr->ConnectInput(taskSP,1,cinputWeights);
485       cinputWeights->SetData(weightsList);
486     }
487   }
488   if(LYZ1SUM) {
489     TString outputLYZ1SUM = fileName;
490     outputLYZ1SUM += ":outputLYZ1SUManalysis";
491     outputLYZ1SUM+= rptypestr;
492     AliAnalysisDataContainer *coutputLYZ1SUM = mgr->CreateContainer(Form("LYZ1SUM %s",outputSlotName.Data()), 
493                                                                     TList::Class(),AliAnalysisManager::kOutputContainer,outputLYZ1SUM); 
494     mgr->ConnectInput(taskLYZ1SUM,0,coutputFE);
495     mgr->ConnectOutput(taskLYZ1SUM,1,coutputLYZ1SUM);
496   }
497   if(LYZ1PROD) {
498     TString outputLYZ1PROD = fileName;
499     outputLYZ1PROD += ":outputLYZ1PRODanalysis";
500     outputLYZ1PROD+= rptypestr;
501     AliAnalysisDataContainer *coutputLYZ1PROD = mgr->CreateContainer(Form("LYZ1PROD %s",outputSlotName.Data()), 
502                                                                      TList::Class(),AliAnalysisManager::kOutputContainer,outputLYZ1PROD); 
503     mgr->ConnectInput(taskLYZ1PROD,0,coutputFE); 
504     mgr->ConnectOutput(taskLYZ1PROD,1,coutputLYZ1PROD);
505   }
506   if(LYZ2SUM) {
507     AliAnalysisDataContainer *cinputLYZ2SUM = mgr->CreateContainer(Form("LYZ2SUMin %s",outputSlotName.Data()),
508                                                                    TList::Class(),AliAnalysisManager::kInputContainer);
509     TString outputLYZ2SUM = fileName;
510     outputLYZ2SUM += ":outputLYZ2SUManalysis";
511     outputLYZ2SUM+= rptypestr;
512     
513     AliAnalysisDataContainer *coutputLYZ2SUM = mgr->CreateContainer(Form("LYZ2SUM %s",outputSlotName.Data()), 
514                                                                     TList::Class(),AliAnalysisManager::kOutputContainer,outputLYZ2SUM); 
515     mgr->ConnectInput(taskLYZ2SUM,0,coutputFE); 
516     mgr->ConnectInput(taskLYZ2SUM,1,cinputLYZ2SUM);
517     mgr->ConnectOutput(taskLYZ2SUM,1,coutputLYZ2SUM); 
518     cinputLYZ2SUM->SetData(fInputListLYZ2SUM);
519   }
520   if(LYZ2PROD) {
521     AliAnalysisDataContainer *cinputLYZ2PROD = mgr->CreateContainer(Form("LYZ2PRODin %s",outputSlotName.Data()),
522                                                                     TList::Class(),AliAnalysisManager::kInputContainer);
523     TString outputLYZ2PROD = fileName;
524     outputLYZ2PROD += ":outputLYZ2PRODanalysis";
525     outputLYZ2PROD+= rptypestr;
526     
527     AliAnalysisDataContainer *coutputLYZ2PROD = mgr->CreateContainer(Form("LYZ2PROD %s",outputSlotName.Data()), 
528                                                                      TList::Class(),AliAnalysisManager::kOutputContainer,outputLYZ2PROD); 
529     mgr->ConnectInput(taskLYZ2PROD,0,coutputFE); 
530     mgr->ConnectInput(taskLYZ2PROD,1,cinputLYZ2PROD);
531     mgr->ConnectOutput(taskLYZ2PROD,1,coutputLYZ2PROD); 
532     cinputLYZ2PROD->SetData(fInputListLYZ2PROD);
533   }
534   if(LYZEP) {
535     AliAnalysisDataContainer *cinputLYZEP = mgr->CreateContainer(Form("LYZEPin %s",outputSlotName.Data()),
536                                                                  TList::Class(),AliAnalysisManager::kInputContainer);
537     TString outputLYZEP = fileName;
538     outputLYZEP += ":outputLYZEPanalysis";
539     outputLYZEP+= rptypestr;
540     
541     AliAnalysisDataContainer *coutputLYZEP = mgr->CreateContainer(Form("LYZEP %s",outputSlotName.Data()), 
542                                                                   TList::Class(),AliAnalysisManager::kOutputContainer,outputLYZEP); 
543     mgr->ConnectInput(taskLYZEP,0,coutputFE); 
544     mgr->ConnectInput(taskLYZEP,1,cinputLYZEP);
545     mgr->ConnectOutput(taskLYZEP,1,coutputLYZEP); 
546     cinputLYZEP->SetData(fInputListLYZEP);
547   }
548   if(GFC) {
549     TString outputGFC = fileName;
550     outputGFC += ":outputGFCanalysis";
551     outputGFC+= rptypestr;
552     
553     AliAnalysisDataContainer *coutputGFC = mgr->CreateContainer(Form("GFC %s",outputSlotName.Data()), 
554                                                                 TList::Class(),AliAnalysisManager::kOutputContainer,outputGFC); 
555     mgr->ConnectInput(taskGFC,0,coutputFE); 
556     mgr->ConnectOutput(taskGFC,1,coutputGFC);
557     if (useWeights) {
558       mgr->ConnectInput(taskGFC,1,cinputWeights);
559       cinputWeights->SetData(weightsList);
560     } 
561   }
562   if(QC) {
563     TString outputQC = fileName;
564     outputQC += ":outputQCanalysis";
565     outputQC+= rptypestr;
566
567     AliAnalysisDataContainer *coutputQC = mgr->CreateContainer(Form("QC %s",outputSlotName.Data()), 
568                                                                TList::Class(),AliAnalysisManager::kOutputContainer,outputQC); 
569     mgr->ConnectInput(taskQC,0,coutputFE); 
570     mgr->ConnectOutput(taskQC,1,coutputQC);
571     if (useWeights) {
572       mgr->ConnectInput(taskQC,1,cinputWeights);
573       cinputWeights->SetData(weightsList);
574     }
575   }
576   if(FQD) {
577     TString outputFQD = fileName;
578     outputFQD += ":outputFQDanalysis";
579     outputFQD+= rptypestr;
580     
581     AliAnalysisDataContainer *coutputFQD = mgr->CreateContainer(Form("FQD %s",outputSlotName.Data()), 
582                                                                 TList::Class(),AliAnalysisManager::kOutputContainer,outputFQD); 
583     mgr->ConnectInput(taskFQD,0,coutputFE); 
584     mgr->ConnectOutput(taskFQD,1,coutputFQD);
585     if(useWeights) {
586       mgr->ConnectInput(taskFQD,1,cinputWeights);
587       cinputWeights->SetData(weightsList);
588     } 
589   }
590   if(MCEP) {
591     TString outputMCEP = fileName;
592     outputMCEP += ":outputMCEPanalysis";
593     outputMCEP+= rptypestr;
594     
595     AliAnalysisDataContainer *coutputMCEP = mgr->CreateContainer(Form("MCEP %s",outputSlotName.Data()), 
596                                                                  TList::Class(),AliAnalysisManager::kOutputContainer,outputMCEP); 
597     mgr->ConnectInput(taskMCEP,0,coutputFE);
598     mgr->ConnectOutput(taskMCEP,1,coutputMCEP); 
599   }
600   if(MH) {
601     TString outputMH = fileName;
602     outputMH += ":outputMHanalysis";
603     outputMH += rptypestr;
604         
605     AliAnalysisDataContainer *coutputMH = mgr->CreateContainer(Form("MH %s",outputSlotName.Data()), 
606                                                                TList::Class(),AliAnalysisManager::kOutputContainer,outputMH); 
607     mgr->ConnectInput(taskMH,0,coutputFE); 
608     mgr->ConnectOutput(taskMH,1,coutputMH); 
609     //if (useWeights) {
610     //  mgr->ConnectInput(taskMH,1,cinputWeights);
611     //  cinputWeights->SetData(weightsList);
612     //} 
613   }
614   if(NL) {
615     TString outputNL = fileName;
616     outputNL += ":outputNLanalysis";
617     outputNL += rptypestr;
618
619     AliAnalysisDataContainer *coutputNL = mgr->CreateContainer(Form("NL %s",outputSlotName.Data()), 
620                                                                TList::Class(),AliAnalysisManager::kOutputContainer,outputNL); 
621     mgr->ConnectInput(taskNL,0,coutputFE);
622     mgr->ConnectOutput(taskNL,1,coutputNL);
623     //if (useWeights) {
624     //  mgr->ConnectInput(taskNL,1,cinputWeights);
625     //  cinputWeights->SetData(weightsList);
626     //} 
627   }
628
629   ///////////////////////////////////////////////////////////////////////////////////////////
630   if (runQAtask)
631   {
632     AliAnalysisTaskQAflow* taskQAflow = new AliAnalysisTaskQAflow(Form("TaskQAflow %s",outputSlotName.Data()));
633     taskQAflow->SetEventCuts(cutsEvent);
634     taskQAflow->SetTrackCuts(cutsRP);
635     taskQAflow->SetFillNTuple(FillQAntuple);
636     taskQAflow->SetDoCorrelations(DoQAcorrelations);
637     mgr->AddTask(taskQAflow);
638     
639     Printf("outputSlotName %s",outputSlotName.Data());
640     TString taskQAoutputFileName(fileNameBase);
641     taskQAoutputFileName.Append("_QA.root");
642     AliAnalysisDataContainer* coutputQAtask = mgr->CreateContainer(Form("flowQA %s",outputSlotName.Data()),
643                                               TObjArray::Class(),
644                                               AliAnalysisManager::kOutputContainer,
645                                               taskQAoutputFileName);
646     AliAnalysisDataContainer* coutputQAtaskTree = mgr->CreateContainer(Form("flowQAntuple %s",outputSlotName.Data()),
647                                               TNtuple::Class(),
648                                               AliAnalysisManager::kOutputContainer,
649                                               taskQAoutputFileName);
650     mgr->ConnectInput(taskQAflow,0,mgr->GetCommonInputContainer());
651     mgr->ConnectInput(taskQAflow,1,coutputFE);
652     mgr->ConnectOutput(taskQAflow,1,coutputQAtask);
653     if (FillQAntuple) mgr->ConnectOutput(taskQAflow,2,coutputQAtaskTree);
654   }
655 }
656
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