PWGCF/FLOW/macros/AddTaskFlowHigherOrdersPID.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 AddTaskFlowHigherOrdersPID(Int_t centralitysel,
  11                                Float_t centrMin=0.,
  12                                Float_t centrMax=100.,
  13                                TString fileNameBase="output",
  14                                Bool_t isPID = kTRUE,
  15                                Int_t AODfilterBitRP = 768,
  16                                Int_t AODfilterBitPOI = 768,
  17                                AliPID::EParticleType particleType=AliPID::kPion,
  18                                AliFlowTrackCuts::PIDsource sourcePID = AliFlowTrackCuts::kTOFbayesian,
  19                                Int_t charge=0,
  20                                Int_t harmonic=3,
  21                                Bool_t doQA=kFALSE,
  22                                Float_t etamin=-0.8,
  23                                Float_t etamax=0.8,
  24                                TString uniqueStr="" )
  25 {
  26   // Define the range for eta subevents (for SP method)
  27   Double_t minA = -0.9;//
  28   Double_t maxA = -0.5;//
  29   Double_t minB = 0.5;//
  30   Double_t maxB = 0.9;//
  31
  32   // AFTERBURNER
  33   Bool_t useAfterBurner=kFALSE;
  34   Double_t v1=0.0;
  35   Double_t v2=0.0;
  36   Double_t v3=0.0;
  37   Double_t v4=0.0;
  38   Int_t numberOfTrackClones=0; //non-flow
  39
  40   // Define a range of the detector to exclude
  41   Bool_t ExcludeRegion = kFALSE;
  42   Double_t excludeEtaMin = -0.;
  43   Double_t excludeEtaMax = 0.;
  44   Double_t excludePhiMin = 0.;
  45   Double_t excludePhiMax = 0.;
  46
  47   // use physics selection class
  48   Bool_t  UsePhysicsSelection = kTRUE;
  49
  50   // QA
  51   Bool_t runQAtask=kFALSE;
  52   Bool_t FillQAntuple=kFALSE;
  53   Bool_t DoQAcorrelations=kFALSE;
  54
  55   // RUN SETTINGS
  56   // Flow analysis method can be:(set to kTRUE or kFALSE)
  57   Bool_t SP       = kTRUE;  // scalar product method (similar to eventplane method)
  58   Bool_t QC       = kTRUE;  // cumulants using Q vectors
  59
  60   //these are OBSOLETE, use at own peril
  61   Bool_t GFC      = kFALSE;  // cumulants based on generating function
  62   Bool_t MCEP     = kFALSE;  // correlation with Monte Carlo reaction plane
  63   Bool_t FQD      = kFALSE;  // fit of the distribution of the Q vector (only integrated v)
  64   Bool_t LYZ1SUM  = kFALSE;  // Lee Yang Zeroes using sum generating function (integrated v)
  65   Bool_t LYZ1PROD = kFALSE;  // Lee Yang Zeroes using product generating function (integrated v)
  66   Bool_t LYZ2SUM  = kFALSE; // Lee Yang Zeroes using sum generating function (second pass differential v)
  67   Bool_t LYZ2PROD = kFALSE; // Lee Yang Zeroes using product generating function (second pass differential v)
  68   Bool_t LYZEP    = kFALSE; // Lee Yang Zeroes Event plane using sum generating function (gives eventplane + weight)
  69   Bool_t MH       = kFALSE;  // azimuthal correlators in mixed harmonics
  70   Bool_t NL       = kFALSE;  // nested loops (for instance distribution of phi1-phi2 for all distinct pairs)
  71
  72   Bool_t METHODS[] = {SP,LYZ1SUM,LYZ1PROD,LYZ2SUM,LYZ2PROD,LYZEP,GFC,QC,FQD,MCEP,MH,NL};
  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::kTPCstandalone;
  82   AliFlowTrackCuts::trackParameterType poitype = AliFlowTrackCuts::kTPCstandalone;
  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::kVZERO);
  99   //cutsEvent->SetCentralityPercentileMethod(AliFlowEventCuts::kSPD1tracklets);
 100   //cutsEvent->SetNContributorsRange(2);
 101   cutsEvent->SetPrimaryVertexZrange(-10.,10.);
 102   cutsEvent->SetQA(doQA);
 103   cutsEvent->SetCutTPCmultiplicityOutliers();
 104
 105   // RP TRACK CUTS:
 106 //  AliFlowTrackCuts* cutsRP2 = AliFlowTrackCuts::GetStandardVZEROOnlyTrackCuts();
 107   AliFlowTrackCuts* cutsRP = new AliFlowTrackCuts("TPConlyRP");
 108   cutsRP->SetParamType(rptype);
 109   cutsRP->SetParamMix(rpmix);
 110   cutsRP->SetPtRange(0.2,5.);
 111   cutsRP->SetEtaRange(etamin,etamax);
 112   cutsRP->SetMinNClustersTPC(70);
 113 //  cutsRP->SetMinChi2PerClusterTPC(0.1);//
 114  // cutsRP->SetMaxChi2PerClusterTPC(4.0);//
 115   cutsRP->SetMaxDCAToVertexXY(3.0);
 116   cutsRP->SetMaxDCAToVertexZ(3.0);
 117   cutsRP->SetAcceptKinkDaughters(kFALSE);
 118   cutsRP->SetMinimalTPCdedx(10.);
 119   cutsRP->SetAODfilterBit(AODfilterBitRP);
 120 //  cutsRP->SetAODfilterBit(768);
 121 cutsRP->SetQA(doQA);
 122
 123   // POI TRACK CUTS:
 124   AliFlowTrackCuts* cutsPOI = new AliFlowTrackCuts("TPConlyPOI");
 125   cutsPOI->GetBayesianResponse()->ForceOldDedx(); // for 2010 data to use old TPC PID Response instead of the official one
 126   cutsPOI->SetParamType(poitype);
 127   cutsPOI->SetParamMix(poimix);
 128   cutsPOI->SetPtRange(0.2,5.);//
 129   cutsPOI->SetEtaRange(etamin,etamax);
 130   //cutsPOI->SetRequireCharge(kTRUE);
 131   //cutsPOI->SetPID(PdgRP);
 132   cutsPOI->SetMinNClustersTPC(70);
 133  // cutsPOI->SetMinChi2PerClusterTPC(0.1); //
 134  // cutsPOI->SetMaxChi2PerClusterTPC(4.0); //
 135 //  cutsPOI->SetRequireITSRefit(kTRUE);
 136 //  cutsPOI->SetRequireTPCRefit(kTRUE);
 137 //  cutsPOI->SetMinNClustersITS(2);
 138   //cutsPOI->SetMaxChi2PerClusterITS(1.e+09);
 139   cutsPOI->SetMaxDCAToVertexXY(3.0);
 140   cutsPOI->SetMaxDCAToVertexZ(3.0);
 141   //cutsPOI->SetDCAToVertex2D(kTRUE);
 142   //cutsPOI->SetMaxNsigmaToVertex(1.e+10);
 143   //cutsPOI->SetRequireSigmaToVertex(kFALSE);
 144   cutsPOI->SetAcceptKinkDaughters(kFALSE);
 145   if(isPID) cutsPOI->SetPID(particleType, sourcePID);//particleType, sourcePID
 146   if (charge!=0) cutsPOI->SetCharge(charge);
 147   //cutsPOI->SetAllowTOFmismatch(kFALSE);
 148   cutsPOI->SetRequireStrictTOFTPCagreement(kTRUE);
 149   //iexample: francesco's tunig TPC Bethe Bloch for data:
 150   //cutsPOI->GetESDpid().GetTPCResponse().SetBetheBlochParameters(4.36414e-02,1.75977e+01,1.14385e-08,2.27907e+00,3.36699e+00);
 151   //cutsPOI->GetESDpid().GetTPCResponse().SetMip(49);
 152   cutsPOI->SetMinimalTPCdedx(10.);
 153   cutsPOI->SetAODfilterBit(AODfilterBitPOI);
 154  // cutsPOI->SetAODfilterBit(768);
 155   cutsPOI->SetQA(doQA);
 156   cutsPOI->SetPriors((centrMin+centrMax)*0.5); // set priors and PID as a function of the centrality
 157
 158 //  Int_t sourcePID = 2;
 159 //  Int_t particleType = 2; //2 or 3 or 4 for kPion, kKaon and kProton
 160   TString outputSlotName("");
 161   outputSlotName+=uniqueStr;
 162   outputSlotName+=Form("QC(%i) ",harmonic);
 163   outputSlotName+=cutsRP->GetName();
 164   outputSlotName+=" ";
 165   outputSlotName+=cutsPOI->GetName();
 166   outputSlotName+=Form(" %.0f-",centrMin);
 167   outputSlotName+=Form("%.0f ",centrMax);
 168   if(isPID){
 169      outputSlotName+=AliFlowTrackCuts::PIDsourceName(sourcePID);//sourcePID
 170      outputSlotName+=" ";
 171      outputSlotName+=AliPID::ParticleName(particleType);//particleType
 172   }
 173   else{
 174      outputSlotName+="AllCharged";
 175   }
 176   if (charge<0) outputSlotName+="-";
 177   if (charge>0) outputSlotName+="+";
 178
 179   TString fileName(fileNameBase);
 180   fileName.Append(".root");
 181
 182   Bool_t useWeights  = WEIGHTS[0] || WEIGHTS[1] || WEIGHTS[2];
 183   if (useWeights) cout<<"Weights are used"<<endl;
 184   else cout<<"Weights are not used"<<endl;
 185
 186   // Get the pointer to the existing analysis manager via the static access method.
 187   //==============================================================================
 188   AliAnalysisManager *mgr = AliAnalysisManager::GetAnalysisManager();
 189   if (!mgr) {
 190     Error("AddTaskFlowEvent", "No analysis manager to connect to.");
 191     return NULL;
 192   }
 193
 194   // Check the analysis type using the event handlers connected to the analysis
 195   // manager. The availability of MC handler can also be checked here.
 196   //==============================================================================
 197   if (!mgr->GetInputEventHandler()) {
 198     ::Error("AddTaskFlowEvent", "This task requires an input event handler");
 199     return NULL;
 200   }
 201
 202   // Open external input files
 203   //===========================================================================
 204   //weights:
 205   TFile *weightsFile = NULL;
 206   TList *weightsList = NULL;
 207
 208   if(useWeights) {
 209     //open the file with the weights:
 210     weightsFile = TFile::Open("weights.root","READ");
 211     if(weightsFile) {
 212       //access the list which holds the histos with weigths:
 213       weightsList = (TList*)weightsFile->Get("weights");
 214     }
 215     else {
 216       cout<<" WARNING: the file <weights.root> with weights from the previous run was not available."<<endl;
 217       break;
 218     }
 219   }
 220
 221   //LYZ2
 222   if (LYZ2SUM || LYZ2PROD) {
 223     //read the outputfile of the first run
 224     TString outputFileName = "AnalysisResults1.root";
 225     TString pwd(gSystem->pwd());
 226     pwd+="/";
 227     pwd+=outputFileName.Data();
 228     TFile *outputFile = NULL;
 229     if(gSystem->AccessPathName(pwd.Data(),kFileExists)) {
 230       cout<<"WARNING: You do not have an output file:"<<endl;
 231       cout<<"         "<<pwd.Data()<<endl;
 232       exit(0);
 233     } else { outputFile = TFile::Open(pwd.Data(),"READ");}
 234
 235     if (LYZ2SUM){
 236       // read the output directory from LYZ1SUM
 237       TString inputFileNameLYZ2SUM = "outputLYZ1SUManalysis" ;
 238       inputFileNameLYZ2SUM += rptypestr;
 239       cout<<"The input directory is "<<inputFileNameLYZ2SUM.Data()<<endl;
 240       TFile* fInputFileLYZ2SUM = (TFile*)outputFile->FindObjectAny(inputFileNameLYZ2SUM.Data());
 241       if(!fInputFileLYZ2SUM || fInputFileLYZ2SUM->IsZombie()) {
 242         cerr << " ERROR: To run LYZ2SUM you need the output file from LYZ1SUM. This file is not there! Please run LYZ1SUM first." << endl ;
 243         break;
 244       }
 245       else {
 246         TList* fInputListLYZ2SUM = (TList*)fInputFileLYZ2SUM->Get("LYZ1SUM");
 247         if (!fInputListLYZ2SUM) {cout<<"list is NULL pointer!"<<endl;}
 248       }
 249       cout<<"LYZ2SUM input file/list read..."<<endl;
 250     }
 251
 252     if (LYZ2PROD){
 253       // read the output directory from LYZ1PROD
 254       TString inputFileNameLYZ2PROD = "outputLYZ1PRODanalysis" ;
 255       inputFileNameLYZ2PROD += rptypestr;
 256       cout<<"The input directory is "<<inputFileNameLYZ2PROD.Data()<<endl;
 257       TFile* fInputFileLYZ2PROD = (TFile*)outputFile->FindObjectAny(inputFileNameLYZ2PROD.Data());
 258       if(!fInputFileLYZ2PROD || fInputFileLYZ2PROD->IsZombie()) {
 259         cerr << " ERROR: To run LYZ2PROD you need the output file from LYZ1PROD. This file is not there! Please run LYZ1PROD first." << endl ;
 260         break;
 261       }
 262       else {
 263         TList* fInputListLYZ2PROD = (TList*)fInputFileLYZ2PROD->Get("LYZ1PROD");
 264         if (!fInputListLYZ2PROD) {cout<<"list is NULL pointer!"<<endl;}
 265       }
 266       cout<<"LYZ2PROD input file/list read..."<<endl;
 267     }
 268   }
 269
 270   if (LYZEP) {
 271     //read the outputfile of the second run
 272     TString outputFileName = "AnalysisResults2.root";
 273     TString pwd(gSystem->pwd());
 274     pwd+="/";
 275     pwd+=outputFileName.Data();
 276     TFile *outputFile = NULL;
 277     if(gSystem->AccessPathName(pwd.Data(),kFileExists)) {
 278       cout<<"WARNING: You do not have an output file:"<<endl;
 279       cout<<"         "<<pwd.Data()<<endl;
 280       exit(0);
 281     } else {
 282       outputFile = TFile::Open(pwd.Data(),"READ");
 283     }
 284
 285     // read the output file from LYZ2SUM
 286     TString inputFileNameLYZEP = "outputLYZ2SUManalysis" ;
 287     inputFileNameLYZEP += rptypestr;
 288     cout<<"The input file is "<<inputFileNameLYZEP.Data()<<endl;
 289     TFile* fInputFileLYZEP = (TFile*)outputFile->FindObjectAny(inputFileNameLYZEP.Data());
 290     if(!fInputFileLYZEP || fInputFileLYZEP->IsZombie()) {
 291       cerr << " ERROR: To run LYZEP you need the output file from LYZ2SUM. This file is not there! Please run LYZ2SUM first." << endl ;
 292       break;
 293     }
 294     else {
 295       TList* fInputListLYZEP = (TList*)fInputFileLYZEP->Get("LYZ2SUM");
 296       if (!fInputListLYZEP) {cout<<"list is NULL pointer!"<<endl;}
 297     }
 298     cout<<"LYZEP input file/list read..."<<endl;
 299   }
 300
 301
 302   // Create the FMD task and add it to the manager
 303   //===========================================================================
 304   if (rptypestr == "FMD") {
 305     AliFMDAnalysisTaskSE *taskfmd = NULL;
 306     if (rptypestr == "FMD") {
 307       taskfmd = new AliFMDAnalysisTaskSE("TaskFMD");
 308       taskfmd->SelectCollisionCandidates(centralitysel);
 309       mgr->AddTask(taskfmd);
 310
 311       AliFMDAnaParameters* pars = AliFMDAnaParameters::Instance();
 312       pars->Init();
 313       pars->SetProcessPrimary(kTRUE); //for MC only
 314       pars->SetProcessHits(kFALSE);
 315
 316       //pars->SetRealData(kTRUE); //for real data
 317       //pars->SetProcessPrimary(kFALSE); //for real data
 318     }
 319   }
 320
 321   // Create the flow event task, add it to the manager.
 322   //===========================================================================
 323   AliAnalysisTaskFlowEvent *taskFE = NULL;
 324
 325   if(useAfterBurner)
 326     {
 327       taskFE = new AliAnalysisTaskFlowEvent(Form("TaskFlowEvent %s",outputSlotName.Data()),"",doQA,1);
 328       taskFE->SetFlow(v1,v2,v3,v4);
 329       taskFE->SetNonFlowNumberOfTrackClones(numberOfTrackClones);
 330       taskFE->SetAfterburnerOn();
 331       taskFE->SelectCollisionCandidates(centralitysel);
 332     }
 333   else {taskFE = new AliAnalysisTaskFlowEvent(Form("TaskFlowEvent %s",outputSlotName.Data()),"",doQA);
 334     taskFE->SelectCollisionCandidates(centralitysel);}
 335   if (ExcludeRegion) {
 336     taskFE->DefineDeadZone(excludeEtaMin, excludeEtaMax, excludePhiMin, excludePhiMax);
 337   }
 338   taskFE->SetSubeventEtaRange(minA, maxA, minB, maxB);
 339   if (UsePhysicsSelection) {
 340     taskFE->SelectCollisionCandidates(AliVEvent::kMB);
 341     cout<<"Using Physics Selection"<<endl;
 342   }
 343   mgr->AddTask(taskFE);
 344
 345   // Pass cuts for RPs and POIs to the task:
 346   taskFE->SetCutsEvent(cutsEvent);
 347   taskFE->SetCutsRP(cutsRP);
 348   taskFE->SetCutsPOI(cutsPOI);
 349   if (cutsRP->GetParamType()==AliFlowTrackCuts::kVZERO)
 350   {
 351     //TODO: since this is set in a static object all analyses in an analysis train
 352     //will be affected.
 353     taskFE->SetHistWeightvsPhiMin(0.);
 354     taskFE->SetHistWeightvsPhiMax(200.);
 355   }
 356
 357   // Create the analysis tasks, add them to the manager.
 358   //===========================================================================
 359   if (SP){
 360     AliAnalysisTaskScalarProduct *taskSP = new AliAnalysisTaskScalarProduct(Form("TaskScalarProduct %s",outputSlotName.Data()),WEIGHTS[0]);
 361     taskSP->SelectCollisionCandidates(centralitysel);
 362     taskSP->SetRelDiffMsub(1.0);
 363     taskSP->SetApplyCorrectionForNUA(kTRUE);
 364     mgr->AddTask(taskSP);
 365   }
 366   if (LYZ1SUM){
 367     AliAnalysisTaskLeeYangZeros *taskLYZ1SUM = new AliAnalysisTaskLeeYangZeros(Form("TaskLeeYangZerosSUM %s",outputSlotName.Data()),kTRUE);
 368     taskLYZ1SUM->SelectCollisionCandidates(centralitysel);
 369     taskLYZ1SUM->SetFirstRunLYZ(kTRUE);
 370     taskLYZ1SUM->SetUseSumLYZ(kTRUE);
 371     mgr->AddTask(taskLYZ1SUM);
 372   }
 373   if (LYZ1PROD){
 374     AliAnalysisTaskLeeYangZeros *taskLYZ1PROD = new AliAnalysisTaskLeeYangZeros(Form("TaskLeeYangZerosPROD %s",outputSlotName.Data()),kTRUE);
 375     taskLYZ1PROD->SelectCollisionCandidates(centralitysel);
 376     taskLYZ1PROD->SetFirstRunLYZ(kTRUE);
 377     taskLYZ1PROD->SetUseSumLYZ(kFALSE);
 378     mgr->AddTask(taskLYZ1PROD);
 379   }
 380   if (LYZ2SUM){
 381     AliAnalysisTaskLeeYangZeros *taskLYZ2SUM = new AliAnalysisTaskLeeYangZeros(Form("TaskLeeYangZerosSUM %s",outputSlotName.Data()),kFALSE);
 382     taskLYZ2SUM->SelectCollisionCandidates(centralitysel);
 383     taskLYZ2SUM->SetFirstRunLYZ(kFALSE);
 384     taskLYZ2SUM->SetUseSumLYZ(kTRUE);
 385     mgr->AddTask(taskLYZ2SUM);
 386   }
 387   if (LYZ2PROD){
 388     AliAnalysisTaskLeeYangZeros *taskLYZ2PROD = new AliAnalysisTaskLeeYangZeros(Form("TaskLeeYangZerosPROD %s",outputSlotName.Data()),kFALSE);
 389     taskLYZ2PROD->SelectCollisionCandidates(centralitysel);
 390     taskLYZ2PROD->SetFirstRunLYZ(kFALSE);
 391     taskLYZ2PROD->SetUseSumLYZ(kFALSE);
 392     mgr->AddTask(taskLYZ2PROD);
 393   }
 394   if (LYZEP){
 395     AliAnalysisTaskLYZEventPlane *taskLYZEP = new AliAnalysisTaskLYZEventPlane(Form("TaskLYZEventPlane %s",outputSlotName.Data()));
 396     taskLYZEP->SelectCollisionCandidates(centralitysel);
 397     mgr->AddTask(taskLYZEP);
 398   }
 399   if (GFC){
 400     AliAnalysisTaskCumulants *taskGFC = new AliAnalysisTaskCumulants(Form("TaskCumulants %s",outputSlotName.Data()),useWeights);
 401     taskGFC->SelectCollisionCandidates(centralitysel);
 402     taskGFC->SetUsePhiWeights(WEIGHTS[0]);
 403     taskGFC->SetUsePtWeights(WEIGHTS[1]);
 404     taskGFC->SetUseEtaWeights(WEIGHTS[2]);
 405     mgr->AddTask(taskGFC);
 406   }
 407   if (QC){
 408     AliAnalysisTaskQCumulants *taskQC = new AliAnalysisTaskQCumulants(Form("TaskQCumulants %s",outputSlotName.Data()),useWeights);
 409     taskQC->SelectCollisionCandidates(centralitysel);
 410     taskQC->SetUsePhiWeights(WEIGHTS[0]);
 411     taskQC->SetUsePtWeights(WEIGHTS[1]);
 412     taskQC->SetUseEtaWeights(WEIGHTS[2]);
 413     taskQC->SetCalculateCumulantsVsM(kFALSE);
 414     taskQC->SetnBinsMult(10000);
 415     taskQC->SetMinMult(0.);
 416     taskQC->SetMaxMult(10000.);
 417     taskQC->SetHarmonic(harmonic);
 418     taskQC->SetApplyCorrectionForNUA(kFALSE);
 419     taskQC->SetFillMultipleControlHistograms(kFALSE);
 420     mgr->AddTask(taskQC);
 421   }
 422   if (FQD){
 423     AliAnalysisTaskFittingQDistribution *taskFQD = new AliAnalysisTaskFittingQDistribution(Form("TaskFittingQDistribution %s",outputSlotName.Data()),kFALSE);
 424     taskFQD->SelectCollisionCandidates(centralitysel);
 425     taskFQD->SetUsePhiWeights(WEIGHTS[0]);
 426     taskFQD->SetqMin(0.);
 427     taskFQD->SetqMax(1000.);
 428     taskFQD->SetqNbins(10000);
 429     mgr->AddTask(taskFQD);
 430   }
 431   if (MCEP){
 432     AliAnalysisTaskMCEventPlane *taskMCEP = new AliAnalysisTaskMCEventPlane(Form("TaskMCEventPlane %s",outputSlotName.Data()));
 433     taskMCEP->SelectCollisionCandidates(centralitysel);
 434     mgr->AddTask(taskMCEP);
 435   }
 436   if (MH){
 437     AliAnalysisTaskMixedHarmonics *taskMH = new AliAnalysisTaskMixedHarmonics(Form("TaskMixedHarmonics %s",outputSlotName.Data()),useWeights);
 438     taskMH->SelectCollisionCandidates(centralitysel);
 439     taskMH->SetHarmonic(1); // n in cos[n(phi1+phi2-2phi3)] and cos[n(psi1+psi2-2phi3)]
 440     taskMH->SetNoOfMultipicityBins(10000);
 441     taskMH->SetMultipicityBinWidth(1.);
 442     taskMH->SetMinMultiplicity(1.);
 443     taskMH->SetCorrectForDetectorEffects(kTRUE);
 444     taskMH->SetEvaluateDifferential3pCorrelator(kFALSE); // evaluate <<cos[n(psi1+psi2-2phi3)]>> (Remark: two nested loops)
 445     taskMH->SetOppositeChargesPOI(kFALSE); // POIs psi1 and psi2 in cos[n(psi1+psi2-2phi3)] will have opposite charges
 446     mgr->AddTask(taskMH);
 447   }
 448   if (NL){
 449     AliAnalysisTaskNestedLoops *taskNL = new AliAnalysisTaskNestedLoops(Form("TaskNestedLoops %s",outputSlotName.Data()),useWeights);
 450     taskNL->SelectCollisionCandidates(centralitysel);
 451     taskNL->SetHarmonic(1); // n in cos[n(phi1+phi2-2phi3)] and cos[n(psi1+psi2-2phi3)]
 452     taskNL->SetEvaluateNestedLoopsForRAD(kTRUE); // RAD = Relative Angle Distribution
 453     taskNL->SetEvaluateNestedLoopsForMH(kTRUE); // evalaute <<cos[n(phi1+phi2-2phi3)]>> (Remark: three nested loops)
 454     taskNL->SetEvaluateDifferential3pCorrelator(kFALSE); // evaluate <<cos[n(psi1+psi2-2phi3)]>>  (Remark: three nested loops)
 455     taskNL->SetOppositeChargesPOI(kFALSE); // POIs psi1 and psi2 in cos[n(psi1+psi2-2phi3)] will have opposite charges
 456     mgr->AddTask(taskNL);
 457   }
 458
 459   // Create the output container for the data produced by the task
 460   // Connect to the input and output containers
 461   //===========================================================================
 462   AliAnalysisDataContainer *cinput1 = mgr->GetCommonInputContainer();
 463
 464   if (rptypestr == "FMD") {
 465     AliAnalysisDataContainer *coutputFMD =
 466       mgr->CreateContainer(Form("BackgroundCorrected %s",outputSlotName.Data()), TList::Class(), AliAnalysisManager::kExchangeContainer);
 467     //input and output taskFMD
 468     mgr->ConnectInput(taskfmd, 0, cinput1);
 469     mgr->ConnectOutput(taskfmd, 1, coutputFMD);
 470     //input into taskFE
 471     mgr->ConnectInput(taskFE,1,coutputFMD);
 472   }
 473
 474   AliAnalysisDataContainer *coutputFE =
 475   mgr->CreateContainer(Form("FlowEventSimple %s",outputSlotName.Data()),AliFlowEventSimple::Class(),AliAnalysisManager::kExchangeContainer);
 476   mgr->ConnectInput(taskFE,0,cinput1);
 477   mgr->ConnectOutput(taskFE,1,coutputFE);
 478
 479   if (taskFE->GetQAOn())
 480   {
 481     TString outputQA = fileName;
 482     outputQA += ":QA";
 483     AliAnalysisDataContainer* coutputFEQA =
 484     mgr->CreateContainer(Form("QA %s",outputSlotName.Data()), TList::Class(),AliAnalysisManager::kOutputContainer,outputQA);
 485     mgr->ConnectOutput(taskFE,2,coutputFEQA);
 486   }
 487
 488   // Create the output containers for the data produced by the analysis tasks
 489   // Connect to the input and output containers
 490   //===========================================================================
 491   if (useWeights) {
 492     AliAnalysisDataContainer *cinputWeights = mgr->CreateContainer(Form("Weights %s",outputSlotName.Data()),
 493                                                                    TList::Class(),AliAnalysisManager::kInputContainer);
 494   }
 495
 496   if(SP) {
 497     TString outputSP = fileName;
 498     outputSP += ":outputSPanalysis";
 499     outputSP+= rptypestr;
 500     AliAnalysisDataContainer *coutputSP = mgr->CreateContainer(Form("SP %s",outputSlotName.Data()),
 501                                                                TList::Class(),AliAnalysisManager::kOutputContainer,outputSP);
 502     mgr->ConnectInput(taskSP,0,coutputFE);
 503     mgr->ConnectOutput(taskSP,1,coutputSP);
 504     if (WEIGHTS[0]) {
 505       mgr->ConnectInput(taskSP,1,cinputWeights);
 506       cinputWeights->SetData(weightsList);
 507     }
 508   }
 509   if(LYZ1SUM) {
 510     TString outputLYZ1SUM = fileName;
 511     outputLYZ1SUM += ":outputLYZ1SUManalysis";
 512     outputLYZ1SUM+= rptypestr;
 513     AliAnalysisDataContainer *coutputLYZ1SUM = mgr->CreateContainer(Form("LYZ1SUM %s",outputSlotName.Data()),
 514                                                                     TList::Class(),AliAnalysisManager::kOutputContainer,outputLYZ1SUM);
 515     mgr->ConnectInput(taskLYZ1SUM,0,coutputFE);
 516     mgr->ConnectOutput(taskLYZ1SUM,1,coutputLYZ1SUM);
 517   }
 518   if(LYZ1PROD) {
 519     TString outputLYZ1PROD = fileName;
 520     outputLYZ1PROD += ":outputLYZ1PRODanalysis";
 521     outputLYZ1PROD+= rptypestr;
 522     AliAnalysisDataContainer *coutputLYZ1PROD = mgr->CreateContainer(Form("LYZ1PROD %s",outputSlotName.Data()),
 523                                                                      TList::Class(),AliAnalysisManager::kOutputContainer,outputLYZ1PROD);
 524     mgr->ConnectInput(taskLYZ1PROD,0,coutputFE);
 525     mgr->ConnectOutput(taskLYZ1PROD,1,coutputLYZ1PROD);
 526   }
 527   if(LYZ2SUM) {
 528     AliAnalysisDataContainer *cinputLYZ2SUM = mgr->CreateContainer(Form("LYZ2SUMin %s",outputSlotName.Data()),
 529                                                                    TList::Class(),AliAnalysisManager::kInputContainer);
 530     TString outputLYZ2SUM = fileName;
 531     outputLYZ2SUM += ":outputLYZ2SUManalysis";
 532     outputLYZ2SUM+= rptypestr;
 533
 534     AliAnalysisDataContainer *coutputLYZ2SUM = mgr->CreateContainer(Form("LYZ2SUM %s",outputSlotName.Data()),
 535                                                                     TList::Class(),AliAnalysisManager::kOutputContainer,outputLYZ2SUM);
 536     mgr->ConnectInput(taskLYZ2SUM,0,coutputFE);
 537     mgr->ConnectInput(taskLYZ2SUM,1,cinputLYZ2SUM);
 538     mgr->ConnectOutput(taskLYZ2SUM,1,coutputLYZ2SUM);
 539     cinputLYZ2SUM->SetData(fInputListLYZ2SUM);
 540   }
 541   if(LYZ2PROD) {
 542     AliAnalysisDataContainer *cinputLYZ2PROD = mgr->CreateContainer(Form("LYZ2PRODin %s",outputSlotName.Data()),
 543                                                                     TList::Class(),AliAnalysisManager::kInputContainer);
 544     TString outputLYZ2PROD = fileName;
 545     outputLYZ2PROD += ":outputLYZ2PRODanalysis";
 546     outputLYZ2PROD+= rptypestr;
 547
 548     AliAnalysisDataContainer *coutputLYZ2PROD = mgr->CreateContainer(Form("LYZ2PROD %s",outputSlotName.Data()),
 549                                                                      TList::Class(),AliAnalysisManager::kOutputContainer,outputLYZ2PROD);
 550     mgr->ConnectInput(taskLYZ2PROD,0,coutputFE);
 551     mgr->ConnectInput(taskLYZ2PROD,1,cinputLYZ2PROD);
 552     mgr->ConnectOutput(taskLYZ2PROD,1,coutputLYZ2PROD);
 553     cinputLYZ2PROD->SetData(fInputListLYZ2PROD);
 554   }
 555   if(LYZEP) {
 556     AliAnalysisDataContainer *cinputLYZEP = mgr->CreateContainer(Form("LYZEPin %s",outputSlotName.Data()),
 557                                                                  TList::Class(),AliAnalysisManager::kInputContainer);
 558     TString outputLYZEP = fileName;
 559     outputLYZEP += ":outputLYZEPanalysis";
 560     outputLYZEP+= rptypestr;
 561
 562     AliAnalysisDataContainer *coutputLYZEP = mgr->CreateContainer(Form("LYZEP %s",outputSlotName.Data()),
 563                                                                   TList::Class(),AliAnalysisManager::kOutputContainer,outputLYZEP);
 564     mgr->ConnectInput(taskLYZEP,0,coutputFE);
 565     mgr->ConnectInput(taskLYZEP,1,cinputLYZEP);
 566     mgr->ConnectOutput(taskLYZEP,1,coutputLYZEP);
 567     cinputLYZEP->SetData(fInputListLYZEP);
 568   }
 569   if(GFC) {
 570     TString outputGFC = fileName;
 571     outputGFC += ":outputGFCanalysis";
 572     outputGFC+= rptypestr;
 573
 574     AliAnalysisDataContainer *coutputGFC = mgr->CreateContainer(Form("GFC %s",outputSlotName.Data()),
 575                                                                 TList::Class(),AliAnalysisManager::kOutputContainer,outputGFC);
 576     mgr->ConnectInput(taskGFC,0,coutputFE);
 577     mgr->ConnectOutput(taskGFC,1,coutputGFC);
 578     if (useWeights) {
 579       mgr->ConnectInput(taskGFC,1,cinputWeights);
 580       cinputWeights->SetData(weightsList);
 581     }
 582   }
 583   if(QC) {
 584     TString outputQC = fileName;
 585     outputQC += ":outputQCanalysis";
 586     outputQC+= rptypestr;
 587
 588     AliAnalysisDataContainer *coutputQC = mgr->CreateContainer(Form("QC %s",outputSlotName.Data()),
 589                                                                TList::Class(),AliAnalysisManager::kOutputContainer,outputQC);
 590     mgr->ConnectInput(taskQC,0,coutputFE);
 591     mgr->ConnectOutput(taskQC,1,coutputQC);
 592     if (useWeights) {
 593       mgr->ConnectInput(taskQC,1,cinputWeights);
 594       cinputWeights->SetData(weightsList);
 595     }
 596   }
 597   if(FQD) {
 598     TString outputFQD = fileName;
 599     outputFQD += ":outputFQDanalysis";
 600     outputFQD+= rptypestr;
 601
 602     AliAnalysisDataContainer *coutputFQD = mgr->CreateContainer(Form("FQD %s",outputSlotName.Data()),
 603                                                                 TList::Class(),AliAnalysisManager::kOutputContainer,outputFQD);
 604     mgr->ConnectInput(taskFQD,0,coutputFE);
 605     mgr->ConnectOutput(taskFQD,1,coutputFQD);
 606     if(useWeights) {
 607       mgr->ConnectInput(taskFQD,1,cinputWeights);
 608       cinputWeights->SetData(weightsList);
 609     }
 610   }
 611   if(MCEP) {
 612     TString outputMCEP = fileName;
 613     outputMCEP += ":outputMCEPanalysis";
 614     outputMCEP+= rptypestr;
 615
 616     AliAnalysisDataContainer *coutputMCEP = mgr->CreateContainer(Form("MCEP %s",outputSlotName.Data()),
 617                                                                  TList::Class(),AliAnalysisManager::kOutputContainer,outputMCEP);
 618     mgr->ConnectInput(taskMCEP,0,coutputFE);
 619     mgr->ConnectOutput(taskMCEP,1,coutputMCEP);
 620   }
 621   if(MH) {
 622     TString outputMH = fileName;
 623     outputMH += ":outputMHanalysis";
 624     outputMH += rptypestr;
 625
 626     AliAnalysisDataContainer *coutputMH = mgr->CreateContainer(Form("MH %s",outputSlotName.Data()),
 627                                                                TList::Class(),AliAnalysisManager::kOutputContainer,outputMH);
 628     mgr->ConnectInput(taskMH,0,coutputFE);
 629     mgr->ConnectOutput(taskMH,1,coutputMH);
 630     //if (useWeights) {
 631     //  mgr->ConnectInput(taskMH,1,cinputWeights);
 632     //  cinputWeights->SetData(weightsList);
 633     //}
 634   }
 635   if(NL) {
 636     TString outputNL = fileName;
 637     outputNL += ":outputNLanalysis";
 638     outputNL += rptypestr;
 639
 640     AliAnalysisDataContainer *coutputNL = mgr->CreateContainer(Form("NL %s",outputSlotName.Data()),
 641                                                                TList::Class(),AliAnalysisManager::kOutputContainer,outputNL);
 642     mgr->ConnectInput(taskNL,0,coutputFE);
 643     mgr->ConnectOutput(taskNL,1,coutputNL);
 644     //if (useWeights) {
 645     //  mgr->ConnectInput(taskNL,1,cinputWeights);
 646     //  cinputWeights->SetData(weightsList);
 647     //}
 648   }
 649
 650   ///////////////////////////////////////////////////////////////////////////////////////////
 651   if (runQAtask)
 652   {
 653     AliAnalysisTaskQAflow* taskQAflow = new AliAnalysisTaskQAflow(Form("TaskQAflow %s",outputSlotName.Data()));
 654     taskQAflow->SelectCollisionCandidates(centralitysel);
 655     taskQAflow->SetEventCuts(cutsEvent);
 656     taskQAflow->SetTrackCuts(cutsRP);
 657     taskQAflow->SetFillNTuple(FillQAntuple);
 658     taskQAflow->SetDoCorrelations(DoQAcorrelations);
 659     mgr->AddTask(taskQAflow);
 660
 661     Printf("outputSlotName %s",outputSlotName.Data());
 662     TString taskQAoutputFileName(fileNameBase);
 663     taskQAoutputFileName.Append("_QA.root");
 664     AliAnalysisDataContainer* coutputQAtask = mgr->CreateContainer(Form("flowQA %s",outputSlotName.Data()),
 665                                               TObjArray::Class(),
 666                                               AliAnalysisManager::kOutputContainer,
 667                                               taskQAoutputFileName);
 668     AliAnalysisDataContainer* coutputQAtaskTree = mgr->CreateContainer(Form("flowQAntuple %s",outputSlotName.Data()),
 669                                               TNtuple::Class(),
 670                                               AliAnalysisManager::kOutputContainer,
 671                                               taskQAoutputFileName);
 672     mgr->ConnectInput(taskQAflow,0,mgr->GetCommonInputContainer());
 673     mgr->ConnectInput(taskQAflow,1,coutputFE);
 674     mgr->ConnectOutput(taskQAflow,1,coutputQAtask);
 675     if (FillQAntuple) mgr->ConnectOutput(taskQAflow,2,coutputQAtaskTree);
 676   }
 677 }
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