]> git.uio.no Git - u/mrichter/AliRoot.git/blobdiff - ANALYSIS/AliCentralitySelectionTask.cxx
- add condition of Ncontributors >=1 to the vertex flag
[u/mrichter/AliRoot.git] / ANALYSIS / AliCentralitySelectionTask.cxx
index f3f157fb408b47acc859e15094fd21394e165963..b8898ea9e64e93cfb84ae3157f12633986476bf6 100644 (file)
 //   author: Alberica Toia
 //*****************************************************
 
+#include "AliCentralitySelectionTask.h"
+
 #include <TTree.h>
 #include <TList.h>
 #include <TH1F.h>
 #include <TH2F.h>
+#include <TF1.h>
 #include <TProfile.h>
 #include <TFile.h>
+#include <TObjString.h>
 #include <TString.h>
 #include <TCanvas.h>
+#include <TROOT.h>
+#include <TDirectory.h>
+#include <TSystem.h>
 #include <iostream>
 
 #include "AliAnalysisManager.h"
+#include "AliHeader.h"
 #include "AliVEvent.h"
 #include "AliESD.h"
 #include "AliESDEvent.h"
 #include "AliESDZDC.h"
 #include "AliESDFMD.h"
 #include "AliESDVZERO.h"
-#include "AliESDCentrality.h"
+#include "AliESDtrackCuts.h"
+#include "AliESDVertex.h"
+#include "AliCentrality.h"
 #include "AliMultiplicity.h"
 #include "AliAODHandler.h"
+#include "AliAODHeader.h"
 #include "AliAODEvent.h"
 #include "AliAODVertex.h"
+#include "AliAODVZERO.h"
+#include "AliAODTracklets.h"
 #include "AliAODMCHeader.h"
-#include "AliMCEvent.h"
 #include "AliMCEventHandler.h"
+#include "AliMCEvent.h"
+#include "AliAODMCParticle.h"
 #include "AliMCParticle.h"
 #include "AliStack.h"
-#include "AliHeader.h"
-#include "AliAODMCParticle.h"
 #include "AliAnalysisTaskSE.h"
 #include "AliGenEventHeader.h"
 #include "AliGenHijingEventHeader.h"
 #include "AliPhysicsSelectionTask.h"
 #include "AliPhysicsSelection.h"
 #include "AliBackgroundSelection.h"
-#include "AliCentralitySelectionTask.h"
+#include "AliESDUtils.h"
 
 ClassImp(AliCentralitySelectionTask)
 
@@ -64,18 +76,27 @@ ClassImp(AliCentralitySelectionTask)
 //________________________________________________________________________
 AliCentralitySelectionTask::AliCentralitySelectionTask():
 AliAnalysisTaskSE(),
-  fDebug(0),
   fAnalysisInput("ESD"),
   fIsMCInput(kFALSE),
+  fPass(0),
   fFile(0),
   fFile2(0),
-  fCentfilename(0),
-  fCentfilename2(0),
+  fCurrentRun(-1),
+  fRunNo(-1),
+  fLowRunN(0),
+  fHighRunN(0),
+  fUseScaling(0),
+  fUseCleaning(0),
+  fTrackCuts(0),
+  fZVCut(10),
+  fOutliersCut(5),
+  fQuality(999),
   fCentV0M(0),
   fCentFMD(0),
   fCentTRK(0),
   fCentTKL(0),
   fCentCL0(0),
+  fCentCL1(0),
   fCentV0MvsFMD(0),
   fCentTKLvsV0M(0),
   fCentZEMvsZDC(0),
@@ -84,28 +105,88 @@ AliAnalysisTaskSE(),
   fHtempTRK(0),
   fHtempTKL(0),
   fHtempCL0(0),
+  fHtempCL1(0),
   fHtempV0MvsFMD(0),
   fHtempTKLvsV0M(0),
-  fHtempZEMvsZDC(0)
+  fHtempZEMvsZDC(0),
+  fOutputList(0),
+  fHOutCentV0M     (0),
+  fHOutCentFMD     (0),
+  fHOutCentTRK     (0),
+  fHOutCentTKL     (0),
+  fHOutCentCL0     (0),
+  fHOutCentCL1     (0),
+  fHOutCentV0MvsFMD(0),
+  fHOutCentTKLvsV0M(0),
+  fHOutCentZEMvsZDC(0),
+  fHOutCentV0MvsCentCL1(0),
+  fHOutCentV0MvsCentTRK(0),
+  fHOutCentTRKvsCentCL1(0),
+  fHOutCentV0MvsCentZDC(0),
+  fHOutMultV0M(0),
+  fHOutMultV0R(0),
+  fHOutMultFMD(0),
+  fHOutMultTRK(0),
+  fHOutMultTKL(0),
+  fHOutMultCL0(0),
+  fHOutMultCL1(0),
+  fHOutMultV0MvsZDN(0),
+  fHOutMultZEMvsZDN(0),
+  fHOutMultV0MvsZDC(0),
+  fHOutMultZEMvsZDC(0),
+  fHOutMultV0MvsCL1(0),
+  fHOutMultV0MvsTRK(0),
+  fHOutMultTRKvsCL1(0),
+  fHOutCentV0Mqual1(0),
+  fHOutCentTRKqual1(0),
+  fHOutCentCL1qual1(0),
+  fHOutCentV0Mqual2(0),
+  fHOutCentTRKqual2(0),
+  fHOutCentCL1qual2(0),
+  fHOutQuality(0),
+  fHOutVertex(0)
 {   
   // Default constructor
+  AliInfo("Centrality Selection enabled.");
+  fLowRunN =136851;
+  fHighRunN=139517;
+
+  for (Int_t i=0; i < 2667; i++) {
+    fV0MScaleFactor[i]=0.0;
+    fSPDScaleFactor[i]=0.0;
+    fTPCScaleFactor[i]=0.0;
+    fV0MScaleFactorMC[i]=0.0;
+  }
+  fUseScaling=kTRUE;
+  fUseCleaning=kTRUE;
+  fBranchNames="ESD:AliESDRun.,AliESDHeader.,AliESDZDC.,AliESDFMD.,AliESDVZERO."
+               ",SPDVertex.,TPCVertex.,PrimaryVertex.,AliMultiplicity.,Tracks ";
 }   
 
 //________________________________________________________________________
 AliCentralitySelectionTask::AliCentralitySelectionTask(const char *name):
   AliAnalysisTaskSE(name),
-  fDebug(0),
   fAnalysisInput("ESD"),
   fIsMCInput(kFALSE),
+  fPass(0),
   fFile(0),
   fFile2(0),
-  fCentfilename(0),
-  fCentfilename2(0),
+  fCurrentRun(-1),
+  fRunNo(-1),
+  fLowRunN(0),
+  fHighRunN(0),
+  fUseScaling(0),
+  fUseCleaning(0),
+  fTrackCuts(0),
+  fZVCut(10),
+  fOutliersCut(5),
+  fQuality(999),
   fCentV0M(0),
   fCentFMD(0),
   fCentTRK(0),
   fCentTKL(0),
   fCentCL0(0),
+  fCentCL1(0),
   fCentV0MvsFMD(0),
   fCentTKLvsV0M(0),
   fCentZEMvsZDC(0),
@@ -114,11 +195,63 @@ AliCentralitySelectionTask::AliCentralitySelectionTask(const char *name):
   fHtempTRK(0),
   fHtempTKL(0),
   fHtempCL0(0),
+  fHtempCL1(0),
   fHtempV0MvsFMD(0),
   fHtempTKLvsV0M(0),
-  fHtempZEMvsZDC(0)
+  fHtempZEMvsZDC(0),
+  fOutputList(0),
+  fHOutCentV0M     (0),
+  fHOutCentFMD     (0),
+  fHOutCentTRK     (0),
+  fHOutCentTKL     (0),
+  fHOutCentCL0     (0),
+  fHOutCentCL1     (0),
+  fHOutCentV0MvsFMD(0),
+  fHOutCentTKLvsV0M(0),
+  fHOutCentZEMvsZDC(0),
+  fHOutCentV0MvsCentCL1(0),
+  fHOutCentV0MvsCentTRK(0),
+  fHOutCentTRKvsCentCL1(0),
+  fHOutCentV0MvsCentZDC(0),
+  fHOutMultV0M(0),
+  fHOutMultV0R(0),
+  fHOutMultFMD(0),
+  fHOutMultTRK(0),
+  fHOutMultTKL(0),
+  fHOutMultCL0(0),
+  fHOutMultCL1(0),
+  fHOutMultV0MvsZDN(0),
+  fHOutMultZEMvsZDN(0),
+  fHOutMultV0MvsZDC(0),
+  fHOutMultZEMvsZDC(0),
+  fHOutMultV0MvsCL1(0),
+  fHOutMultV0MvsTRK(0),
+  fHOutMultTRKvsCL1(0),
+  fHOutCentV0Mqual1(0),
+  fHOutCentTRKqual1(0),
+  fHOutCentCL1qual1(0),
+  fHOutCentV0Mqual2(0),
+  fHOutCentTRKqual2(0),
+  fHOutCentCL1qual2(0),
+  fHOutQuality(0),
+  fHOutVertex(0)
 {
-  // Default constructor
+    // Default constructor
+    fLowRunN =136851;
+    fHighRunN=139517;
+
+  AliInfo("Centrality Selection enabled.");
+  DefineOutput(1, TList::Class());
+  for (Int_t i=0; i<2667; i++) {
+    fV0MScaleFactor[i]=0.0;
+    fSPDScaleFactor[i]=0.0;
+    fTPCScaleFactor[i]=0.0;
+    fV0MScaleFactorMC[i]=0.0;
+  }
+  fUseScaling=kTRUE;
+  fUseCleaning=kTRUE;
+  fBranchNames="ESD:AliESDRun.,AliESDHeader.,AliESDZDC.,AliESDFMD.,AliESDVZERO."
+               ",SPDVertex.,TPCVertex.,PrimaryVertex.,AliMultiplicity.,Tracks ";
 }
 
 //________________________________________________________________________
@@ -134,18 +267,27 @@ AliCentralitySelectionTask& AliCentralitySelectionTask::operator=(const AliCentr
 //________________________________________________________________________
 AliCentralitySelectionTask::AliCentralitySelectionTask(const AliCentralitySelectionTask& ana):
   AliAnalysisTaskSE(ana),
-  fDebug(ana.fDebug),    
   fAnalysisInput(ana.fDebug),
   fIsMCInput(ana.fIsMCInput),
+  fPass(ana.fPass),
   fFile(ana.fFile),
   fFile2(ana.fFile2),
-  fCentfilename(ana.fCentfilename),
-  fCentfilename2(ana.fCentfilename2),
+  fCurrentRun(ana.fCurrentRun),
+  fRunNo(ana.fRunNo),
+  fLowRunN(ana.fLowRunN),
+  fHighRunN(ana.fHighRunN),
+  fUseScaling(ana.fUseScaling),
+  fUseCleaning(ana.fUseCleaning),
+  fTrackCuts(ana.fTrackCuts),
+  fZVCut(ana.fZVCut),
+  fOutliersCut(ana.fOutliersCut),
+  fQuality(ana.fQuality),
   fCentV0M(ana.fCentV0M),
   fCentFMD(ana.fCentFMD),
   fCentTRK(ana.fCentTRK),
   fCentTKL(ana.fCentTKL),
   fCentCL0(ana.fCentCL0),
+  fCentCL1(ana.fCentCL1),
   fCentV0MvsFMD(ana.fCentV0MvsFMD),
   fCentTKLvsV0M(ana.fCentTKLvsV0M),
   fCentZEMvsZDC(ana.fCentZEMvsZDC),
@@ -154,24 +296,159 @@ AliCentralitySelectionTask::AliCentralitySelectionTask(const AliCentralitySelect
   fHtempTRK(ana.fHtempTRK),
   fHtempTKL(ana.fHtempTKL),
   fHtempCL0(ana.fHtempCL0),
+  fHtempCL1(ana.fHtempCL1),
   fHtempV0MvsFMD(ana.fHtempV0MvsFMD),
   fHtempTKLvsV0M(ana.fHtempTKLvsV0M),
-  fHtempZEMvsZDC(ana.fHtempZEMvsZDC)
+  fHtempZEMvsZDC(ana.fHtempZEMvsZDC),
+  fOutputList(ana.fOutputList),
+  fHOutCentV0M     (ana.fHOutCentV0M     ),
+  fHOutCentFMD     (ana.fHOutCentFMD     ),
+  fHOutCentTRK     (ana.fHOutCentTRK     ),
+  fHOutCentTKL     (ana.fHOutCentTKL     ),
+  fHOutCentCL0     (ana.fHOutCentCL0     ),
+  fHOutCentCL1     (ana.fHOutCentCL1     ),
+  fHOutCentV0MvsFMD(ana.fHOutCentV0MvsFMD),
+  fHOutCentTKLvsV0M(ana.fHOutCentTKLvsV0M),
+  fHOutCentZEMvsZDC(ana.fHOutCentZEMvsZDC),
+  fHOutCentV0MvsCentCL1(ana.fHOutCentV0MvsCentCL1),
+  fHOutCentV0MvsCentTRK(ana.fHOutCentV0MvsCentTRK),
+  fHOutCentTRKvsCentCL1(ana.fHOutCentTRKvsCentCL1),
+  fHOutCentV0MvsCentZDC(ana.fHOutCentV0MvsCentZDC),
+  fHOutMultV0M(ana.fHOutMultV0M),
+  fHOutMultV0R(ana.fHOutMultV0R),
+  fHOutMultFMD(ana.fHOutMultFMD),
+  fHOutMultTRK(ana.fHOutMultTRK),
+  fHOutMultTKL(ana.fHOutMultTKL),
+  fHOutMultCL0(ana.fHOutMultCL0),
+  fHOutMultCL1(ana.fHOutMultCL1),
+  fHOutMultV0MvsZDN(ana.fHOutMultV0MvsZDN),
+  fHOutMultZEMvsZDN(ana.fHOutMultZEMvsZDN),
+  fHOutMultV0MvsZDC(ana.fHOutMultV0MvsZDC),
+  fHOutMultZEMvsZDC(ana.fHOutMultZEMvsZDC),
+  fHOutMultV0MvsCL1(ana.fHOutMultV0MvsCL1),
+  fHOutMultV0MvsTRK(ana.fHOutMultV0MvsTRK),
+  fHOutMultTRKvsCL1(ana.fHOutMultTRKvsCL1),
+  fHOutCentV0Mqual1(ana.fHOutCentV0Mqual1),
+  fHOutCentTRKqual1(ana.fHOutCentTRKqual1),
+  fHOutCentCL1qual1(ana.fHOutCentCL1qual1),
+  fHOutCentV0Mqual2(ana.fHOutCentV0Mqual2),
+  fHOutCentTRKqual2(ana.fHOutCentTRKqual2),
+  fHOutCentCL1qual2(ana.fHOutCentCL1qual2),
+  fHOutQuality(ana.fHOutQuality),
+  fHOutVertex(ana.fHOutVertex)
 {
   // Copy Constructor  
+    for (Int_t i=0; i<2667; i++) {
+       fV0MScaleFactor[i]=0.0;
+       fSPDScaleFactor[i]=0.0;
+       fTPCScaleFactor[i]=0.0;
+       fV0MScaleFactorMC[i]=0.0;
+    }
+
 }
  
 //________________________________________________________________________
- AliCentralitySelectionTask::~AliCentralitySelectionTask()
- {
-   // Destructor
- }  
+AliCentralitySelectionTask::~AliCentralitySelectionTask()
+{
+  // Destructor  
+  if (fOutputList && !AliAnalysisManager::GetAnalysisManager()->IsProofMode()) delete fOutputList;
+  if (fTrackCuts) delete fTrackCuts;
+}  
 
 //________________________________________________________________________
 void AliCentralitySelectionTask::UserCreateOutputObjects()
 {  
   // Create the output containers
   if(fDebug>1) printf("AnalysisCentralitySelectionTask::UserCreateOutputObjects() \n");
+  AliLog::SetClassDebugLevel("AliCentralitySelectionTask", AliLog::kInfo);
+
+  fOutputList = new TList();
+  fOutputList->SetOwner();
+  fHOutCentV0M     = new TH1F("fHOutCentV0M","fHOutCentV0M; Centrality V0",505,0,101);
+  fHOutCentFMD     = new TH1F("fHOutCentFMD","fHOutCentFMD; Centrality FMD",505,0,101);
+  fHOutCentTRK     = new TH1F("fHOutCentTRK","fHOutCentTRK; Centrality TPC",505,0,101);
+  fHOutCentTKL     = new TH1F("fHOutCentTKL","fHOutCentTKL; Centrality tracklets",505,0,101);
+  fHOutCentCL0     = new TH1F("fHOutCentCL0","fHOutCentCL0; Centrality SPD inner",505,0,101);
+  fHOutCentCL1     = new TH1F("fHOutCentCL1","fHOutCentCL1; Centrality SPD outer",505,0,101);
+  fHOutCentV0MvsFMD= new TH1F("fHOutCentV0MvsFMD","fHOutCentV0MvsFMD; Centrality V0 vs FMD",505,0,101);
+  fHOutCentTKLvsV0M= new TH1F("fHOutCentTKLvsV0M","fHOutCentTKLvsV0M; Centrality tracklets vs V0",505,0,101);
+  fHOutCentZEMvsZDC= new TH1F("fHOutCentZEMvsZDC","fHOutCentZEMvsZDC; Centrality ZEM vs ZDC",505,0,101);
+  fHOutCentV0MvsCentCL1= new TH2F("fHOutCentV0MvsCentCL1","fHOutCentV0MvsCentCL1; Cent V0; Cent SPD",505,0,101,505,0,101);
+  fHOutCentV0MvsCentTRK= new TH2F("fHOutCentV0MvsCentTRK","fHOutCentV0MvsCentTRK; Cent V0; Cent TPC",505,0,101,505,0,101);
+  fHOutCentTRKvsCentCL1= new TH2F("fHOutCentTRKvsCentCL1","fHOutCentTRKvsCentCL1; Cent TPC; Cent SPD",505,0,101,505,0,101);
+  fHOutCentV0MvsCentZDC= new TH2F("fHOutCentV0MvsCentZDC","fHOutCentV0MvsCentZDC; Cent V0; Cent ZDC",505,0,101,505,0,101);
+
+  fHOutMultV0M = new TH1F("fHOutMultV0M","fHOutMultV0M; Multiplicity V0",25000,0,25000);
+  fHOutMultV0R = new TH1F("fHOutMultV0R","fHOutMultV0R; Multiplicity V0",30000,0,30000);
+  fHOutMultFMD = new TH1F("fHOutMultFMD","fHOutMultFMD; Multiplicity FMD",24000,0,24000);
+  fHOutMultTRK = new TH1F("fHOutMultTRK","fHOutMultTRK; Multiplicity TPC",4000,0,4000);
+  fHOutMultTKL = new TH1F("fHOutMultTKL","fHOutMultTKL; Multiplicity tracklets",5000,0,5000);
+  fHOutMultCL0 = new TH1F("fHOutMultCL0","fHOutMultCL0; Multiplicity SPD inner",7000,0,7000);
+  fHOutMultCL1 = new TH1F("fHOutMultCL1","fHOutMultCL1; Multiplicity SPD outer",7000,0,7000);
+  fHOutMultV0MvsZDN = new TH2F("fHOutMultV0MvsZDN","fHOutMultV0MvsZDN; Multiplicity V0; Energy ZDC-N",500,0,25000,500,0,180000);
+  fHOutMultZEMvsZDN = new TH2F("fHOutMultZEMvsZDN","fHOutMultZEMvsZDN; Energy ZEM; Energy ZDC-N",500,0,2500,500,0,180000);
+  fHOutMultV0MvsZDC = new TH2F("fHOutMultV0MvsZDC","fHOutMultV0MvsZDC; Multiplicity V0; Energy ZDC",500,0,25000,500,0,200000);
+  fHOutMultZEMvsZDC = new TH2F("fHOutMultZEMvsZDC","fHOutMultZEMvsZDC; Energy ZEM; Energy ZDC",500,0,2500,500,0,200000);
+  fHOutMultV0MvsCL1 = new TH2F("fHOutMultV0MvsCL1","fHOutMultV0MvsCL1; Multiplicity V0; Multiplicity SPD outer",2500,0,25000,700,0,7000);
+  fHOutMultV0MvsTRK = new TH2F("fHOutMultV0MvsTRK","fHOutMultV0MvsTRK; Multiplicity V0; Multiplicity TPC",2500,0,25000,400,0,4000);
+  fHOutMultTRKvsCL1 = new TH2F("fHOutMultTRKvsCL1","fHOutMultTRKvsCL1; Multiplicity TPC; Multiplicity SPD outer",400,0,4000,700,0,7000);
+
+  fHOutCentV0Mqual1 = new TH1F("fHOutCentV0M_qual1","fHOutCentV0M_qual1; Centrality V0",505,0,101);
+  fHOutCentTRKqual1 = new TH1F("fHOutCentTRK_qual1","fHOutCentTRK_qual1; Centrality TPC",505,0,101);
+  fHOutCentCL1qual1 = new TH1F("fHOutCentCL1_qual1","fHOutCentCL1_qual1; Centrality SPD outer",505,0,101);
+
+  fHOutCentV0Mqual2 = new TH1F("fHOutCentV0M_qual2","fHOutCentV0M_qual2; Centrality V0",505,0,101);
+  fHOutCentTRKqual2 = new TH1F("fHOutCentTRK_qual2","fHOutCentTRK_qual2; Centrality TPC",505,0,101);
+  fHOutCentCL1qual2 = new TH1F("fHOutCentCL1_qual2","fHOutCentCL1_qual2; Centrality SPD outer",505,0,101);
+
+  fHOutQuality = new TH1F("fHOutQuality", "fHOutQuality", 100,-0.5,99.5);
+  fHOutVertex  = new TH1F("fHOutVertex", "fHOutVertex", 100,-20,20);
+
+  fOutputList->Add(  fHOutCentV0M     );
+  fOutputList->Add(  fHOutCentFMD     );
+  fOutputList->Add(  fHOutCentTRK     );
+  fOutputList->Add(  fHOutCentTKL     );
+  fOutputList->Add(  fHOutCentCL0     );
+  fOutputList->Add(  fHOutCentCL1     );
+  fOutputList->Add(  fHOutCentV0MvsFMD);
+  fOutputList->Add(  fHOutCentTKLvsV0M);
+  fOutputList->Add(  fHOutCentZEMvsZDC);
+  fOutputList->Add(  fHOutCentV0MvsCentCL1);
+  fOutputList->Add(  fHOutCentV0MvsCentTRK);
+  fOutputList->Add(  fHOutCentTRKvsCentCL1);
+  fOutputList->Add(  fHOutCentV0MvsCentZDC);
+  fOutputList->Add(  fHOutMultV0M); 
+  fOutputList->Add(  fHOutMultV0R); 
+  fOutputList->Add(  fHOutMultFMD); 
+  fOutputList->Add(  fHOutMultTRK); 
+  fOutputList->Add(  fHOutMultTKL); 
+  fOutputList->Add(  fHOutMultCL0); 
+  fOutputList->Add(  fHOutMultCL1); 
+  fOutputList->Add(  fHOutMultV0MvsZDN);
+  fOutputList->Add(  fHOutMultZEMvsZDN);
+  fOutputList->Add(  fHOutMultV0MvsZDC);
+  fOutputList->Add(  fHOutMultZEMvsZDC);
+  fOutputList->Add(  fHOutMultV0MvsCL1);
+  fOutputList->Add(  fHOutMultV0MvsTRK);
+  fOutputList->Add(  fHOutMultTRKvsCL1);
+  fOutputList->Add(  fHOutCentV0Mqual1 );
+  fOutputList->Add(  fHOutCentTRKqual1 );
+  fOutputList->Add(  fHOutCentCL1qual1 );                   
+  fOutputList->Add(  fHOutCentV0Mqual2 );
+  fOutputList->Add(  fHOutCentTRKqual2 );
+  fOutputList->Add(  fHOutCentCL1qual2 );
+  fOutputList->Add(  fHOutQuality );
+  fOutputList->Add(  fHOutVertex );
+
+
+  fTrackCuts = AliESDtrackCuts::GetStandardTPCOnlyTrackCuts();
+
+  PostData(1, fOutputList); 
+
+  MyInitScaleFactor();
+  if (fIsMCInput) MyInitScaleFactorMC();
+
+  if (fPass==0) AliFatal("Which pass are you analyzing? You should set it via taskCentrality->SetPass(N)");
 }
 
 //________________________________________________________________________
@@ -180,29 +457,51 @@ void AliCentralitySelectionTask::UserExec(Option_t */*option*/)
   // Execute analysis for current event:
   if(fDebug>1) printf(" **** AliCentralitySelectionTask::UserExec() \n");
   
-  Float_t  zncEnergy;               //  ZNC Energy
-  Float_t  zpcEnergy;               //  ZPC Energy
-  Float_t  znaEnergy;               //  ZNA Energy
-  Float_t  zpaEnergy;               //  ZPA Energy
+  Float_t  zncEnergy = 0.;          //  ZNC Energy
+  Float_t  zpcEnergy = 0.;          //  ZPC Energy
+  Float_t  znaEnergy = 0.;          //  ZNA Energy
+  Float_t  zpaEnergy = 0.;          //  ZPA Energy
   Float_t  zem1Energy = 0.;         //  ZEM1 Energy
   Float_t  zem2Energy = 0.;         //  ZEM2 Energy
-  
-  Int_t    nTracks    = 0;          //  no. tracks
+  Bool_t   zdcEnergyCal = kFALSE;   // if zdc is calibrated (in pass2)
+
+  Int_t    nTracks = 0;             //  no. tracks
   Int_t    nTracklets = 0;          //  no. tracklets
-  Int_t    nClusters[6];            //  no. clusters on 6 ITS layers
+  Int_t    nClusters[6] = {0};      //  no. clusters on 6 ITS layers
   Int_t    nChips[2];               //  no. chips on 2 SPD layers
+  Float_t  spdCorr =0;              //  corrected spd2 multiplicity
 
   Float_t  multV0A  = 0;            //  multiplicity from V0 reco side A
   Float_t  multV0C  = 0;            //  multiplicity from V0 reco side C
   Float_t  multFMDA = 0;            //  multiplicity from FMD on detector A
   Float_t  multFMDC = 0;            //  multiplicity from FMD on detector C
 
-  AliESDCentrality *esdCent = 0;
+  Short_t v0Corr = 0;               // corrected V0 multiplicity
+  Short_t v0CorrResc = 0;           // corrected and rescaled V0 multiplicity
+
+  Float_t zvtx =0;                  // z-vertex SPD
+  Int_t zvtxNcont =0;               // contributors to z-vertex SPD
+
+  AliCentrality *esdCent = 0;
 
   if(fAnalysisInput.CompareTo("ESD")==0){
 
     AliVEvent* event = InputEvent();
     AliESDEvent* esd = dynamic_cast<AliESDEvent*>(event);
+    if (!esd) {
+       AliError("No ESD Event");
+       return;
+    }
+
+    LoadBranches();
+    
+    if (fRunNo<=0) {
+       if (SetupRun(esd)<0) {
+           AliError("Centrality File not available for this run");
+           return;
+       }
+    }
 
     esdCent = esd->GetCentrality();
 
@@ -210,9 +509,19 @@ void AliCentralitySelectionTask::UserExec(Option_t */*option*/)
     AliESDVZERO* esdV0 = esd->GetVZEROData();
     multV0A=esdV0->GetMTotV0A();
     multV0C=esdV0->GetMTotV0C();
-    
+
+    Float_t v0CorrR;
+    v0Corr = (Short_t)AliESDUtils::GetCorrV0(esd,v0CorrR);
+    v0CorrResc = (Short_t)v0CorrR;
+
+    // ***** Vertex Info
+    const AliESDVertex* vtxESD = esd->GetPrimaryVertexSPD();
+    zvtx        = vtxESD->GetZ(); 
+    zvtxNcont   = vtxESD->GetNContributors();
+
     // ***** CB info (tracklets, clusters, chips)
-    nTracks    = event->GetNumberOfTracks();     
+    //nTracks    = event->GetNumberOfTracks();     
+    nTracks    = fTrackCuts ? (Short_t)fTrackCuts->GetReferenceMultiplicity(esd,kTRUE):-1;
 
     const AliMultiplicity *mult = esd->GetMultiplicity();
 
@@ -225,7 +534,8 @@ void AliCentralitySelectionTask::UserExec(Option_t */*option*/)
     for(Int_t ilay=0; ilay<2; ilay++){
       nChips[ilay] = mult->GetNumberOfFiredChips(ilay);
     }
-    
+
+    spdCorr = AliESDUtils::GetCorrSPD2(nClusters[1],zvtx);    
 
     // ***** FMD info
     AliESDFMD *fmd = esd->GetFMDData();
@@ -242,12 +552,12 @@ void AliCentralitySelectionTask::UserExec(Option_t */*option*/)
        for(UShort_t sec =0; sec < nsec;  sec++)  {
          for(UShort_t strip = 0; strip < nstr; strip++) {
            
-           Float_t FMDmult = fmd->Multiplicity(det,ring,sec,strip);
-           if(FMDmult == 0 || FMDmult == AliESDFMD::kInvalidMult) continue;
+           Float_t fmdMult = fmd->Multiplicity(det,ring,sec,strip);
+           if(fmdMult == 0 || fmdMult == AliESDFMD::kInvalidMult) continue;
            
            Float_t nParticles=0;
            
-           if(FMDmult > fFMDLowCut) {
+           if(fmdMult > fFMDLowCut) {
              nParticles = 1.;
            }
            
@@ -263,79 +573,616 @@ void AliCentralitySelectionTask::UserExec(Option_t */*option*/)
     
     // ***** ZDC info
     AliESDZDC *esdZDC = esd->GetESDZDC();
-    zncEnergy = (Float_t) (esdZDC->GetZDCN1Energy());
-    zpcEnergy = (Float_t) (esdZDC->GetZDCP1Energy());
-    znaEnergy = (Float_t) (esdZDC->GetZDCN2Energy());
-    zpaEnergy = (Float_t) (esdZDC->GetZDCP2Energy());
-    zem1Energy = (Float_t) (esdZDC->GetZDCEMEnergy(0));
-    zem2Energy = (Float_t) (esdZDC->GetZDCEMEnergy(1));
-    
+    zdcEnergyCal = esdZDC->AliESDZDC::TestBit(AliESDZDC::kEnergyCalibratedSignal);
+    if (zdcEnergyCal) {      
+      zncEnergy = (Float_t) (esdZDC->GetZDCN1Energy());
+      zpcEnergy = (Float_t) (esdZDC->GetZDCP1Energy());
+      znaEnergy = (Float_t) (esdZDC->GetZDCN2Energy());
+      zpaEnergy = (Float_t) (esdZDC->GetZDCP2Energy());
+    } else {
+      zncEnergy = (Float_t) (esdZDC->GetZDCN1Energy())/8.;
+      zpcEnergy = (Float_t) (esdZDC->GetZDCP1Energy())/8.;
+      znaEnergy = (Float_t) (esdZDC->GetZDCN2Energy())/8.;
+      zpaEnergy = (Float_t) (esdZDC->GetZDCP2Energy())/8.;
+    }
+    zem1Energy = (Float_t) (esdZDC->GetZDCEMEnergy(0))/8.;
+    zem2Energy = (Float_t) (esdZDC->GetZDCEMEnergy(1))/8.;
+  
   }   
+
   else if(fAnalysisInput.CompareTo("AOD")==0){
     //AliAODEvent *aod =  dynamic_cast<AliAODEvent*> (InputEvent());
     // to be implemented
     printf("  AOD analysis not yet implemented!!!\n\n");
     return;
+  } 
+
+  // ***** Scaling
+  // ***** Scaling for pass2 
+  if (fPass==2) {
+    fUseScaling=kFALSE;
+  }
+  // ***** Scaling for MC
+  if (fIsMCInput) {
+    fUseScaling=kFALSE;
+    fUseCleaning=kFALSE;
+    Float_t tempScalefactorV0M = MyGetScaleFactorMC(fCurrentRun);
+    v0Corr  = Short_t((multV0A+multV0C)  * tempScalefactorV0M);
+  }
+  // ***** Scaling for Data
+  if (fUseScaling) {
+    Float_t tempScalefactorV0M = MyGetScaleFactor(fCurrentRun,0);
+    Float_t tempScalefactorSPD = MyGetScaleFactor(fCurrentRun,1);
+    Float_t tempScalefactorTPC = MyGetScaleFactor(fCurrentRun,2);
+    v0Corr  = Short_t(v0Corr / tempScalefactorV0M);
+    spdCorr = spdCorr / tempScalefactorSPD;
+    nTracks = Int_t(nTracks / tempScalefactorTPC);
   }
 
   // ***** Centrality Selection
-  fCentV0M = fHtempV0M->GetBinContent(fHtempV0M->FindBin((multV0A+multV0C)));
-  fCentFMD = fHtempFMD->GetBinContent(fHtempFMD->FindBin((multFMDA+multFMDC)));
-  fCentTRK = fHtempTRK->GetBinContent(fHtempTRK->FindBin(nTracks));
-  fCentTKL = fHtempTKL->GetBinContent(fHtempTKL->FindBin(nTracklets));
-  fCentCL0 = fHtempCL0->GetBinContent(fHtempCL0->FindBin(nClusters[0]));
+  if(fHtempV0M) fCentV0M = fHtempV0M->GetBinContent(fHtempV0M->FindBin((v0Corr)));
+  if(fHtempFMD) fCentFMD = fHtempFMD->GetBinContent(fHtempFMD->FindBin((multFMDA+multFMDC)));
+  if(fHtempTRK) fCentTRK = fHtempTRK->GetBinContent(fHtempTRK->FindBin(nTracks));
+  if(fHtempTKL) fCentTKL = fHtempTKL->GetBinContent(fHtempTKL->FindBin(nTracklets));
+  if(fHtempCL0) fCentCL0 = fHtempCL0->GetBinContent(fHtempCL0->FindBin(nClusters[0]));
+  if(fHtempCL1) fCentCL1 = fHtempCL1->GetBinContent(fHtempCL1->FindBin(spdCorr));
   
-  fCentV0MvsFMD = fHtempV0MvsFMD->GetBinContent(fHtempV0MvsFMD->FindBin((multV0A+multV0C)));
-  fCentTKLvsV0M = fHtempTKLvsV0M->GetBinContent(fHtempTKLvsV0M->FindBin(nTracklets));
-  fCentZEMvsZDC = fHtempZEMvsZDC->GetBinContent(fHtempZEMvsZDC->FindBin((zem1Energy+zem2Energy)/1000.));
+  if(fHtempV0MvsFMD) fCentV0MvsFMD = fHtempV0MvsFMD->GetBinContent(fHtempV0MvsFMD->FindBin((multV0A+multV0C)));
+  if(fHtempTKLvsV0M) fCentTKLvsV0M = fHtempTKLvsV0M->GetBinContent(fHtempTKLvsV0M->FindBin(nTracklets));
+  if(fHtempZEMvsZDC) fCentZEMvsZDC = fHtempZEMvsZDC->GetBinContent(fHtempZEMvsZDC->FindBin(zem1Energy+zem2Energy,zncEnergy+znaEnergy+zpcEnergy+zpaEnergy));
+
+  // ***** Cleaning
+  if (fUseCleaning) {
+      fQuality=0;
+      fZVCut=10;
+      fOutliersCut=6;
+      
+      // ***** vertex
+      if (TMath::Abs(zvtx)>fZVCut || zvtxNcont<1) fQuality += 1;   
+
+      // ***** outliers
+      // **** V0 vs SPD
+      if (IsOutlierV0MSPD(spdCorr, v0Corr, int(fCentV0M))) fQuality  += 2;
+      // ***** V0 vs TPC
+      if (IsOutlierV0MTPC(nTracks, v0Corr, int(fCentV0M))) fQuality  += 4;
+      // ***** V0 vs ZDC
+       if (IsOutlierV0MZDC((zncEnergy+znaEnergy+zpcEnergy+zpaEnergy), v0Corr) &&
+          (zdcEnergyCal==kFALSE) && !(fIsMCInput)) fQuality  += 8;
+       if (IsOutlierV0MZDCECal((zncEnergy+znaEnergy+zpcEnergy+zpaEnergy), v0Corr) &&
+          ((zdcEnergyCal==kTRUE) || (fIsMCInput))) fQuality  += 8;
+  } else {
+      fQuality = 0;
+  }
+
+        
+  if (esdCent) {
+      esdCent->SetQuality(fQuality);
+      esdCent->SetCentralityV0M(fCentV0M);
+      esdCent->SetCentralityFMD(fCentFMD);
+      esdCent->SetCentralityTRK(fCentTRK);
+      esdCent->SetCentralityTKL(fCentTKL);
+      esdCent->SetCentralityCL0(fCentCL0);
+      esdCent->SetCentralityCL1(fCentCL1);
+      esdCent->SetCentralityV0MvsFMD(fCentV0MvsFMD);
+      esdCent->SetCentralityTKLvsV0M(fCentTKLvsV0M);
+      esdCent->SetCentralityZEMvsZDC(fCentZEMvsZDC);
+  }
+
+  fHOutQuality->Fill(fQuality);
+  fHOutVertex->Fill(zvtx);
+
+  fHOutMultV0MvsZDN->Fill(v0Corr,(zncEnergy+znaEnergy));
+  fHOutMultZEMvsZDN->Fill((zem1Energy+zem2Energy),(zncEnergy+znaEnergy));
+  fHOutMultV0MvsZDC->Fill(v0Corr,(zncEnergy+znaEnergy+zpcEnergy+zpaEnergy));
+  fHOutMultZEMvsZDC->Fill((zem1Energy+zem2Energy),(zncEnergy+znaEnergy+zpcEnergy+zpaEnergy));
+  fHOutMultV0MvsCL1->Fill(v0Corr,spdCorr);
+  fHOutMultV0MvsTRK->Fill(v0Corr,nTracks);
   
-  esdCent->SetCentralityV0M(fCentV0M);
-  esdCent->SetCentralityFMD(fCentFMD);
-  esdCent->SetCentralityTRK(fCentTRK);
-  esdCent->SetCentralityTKL(fCentTKL);
-  esdCent->SetCentralityCL0(fCentCL0);
-  esdCent->SetCentralityV0MvsFMD(fCentV0MvsFMD);
-  esdCent->SetCentralityTKLvsV0M(fCentTKLvsV0M);
-  esdCent->SetCentralityZEMvsZDC(fCentZEMvsZDC);
+  if (fQuality==0) {  
+    fHOutCentV0M->Fill(fCentV0M);
+    fHOutCentFMD->Fill(fCentFMD);
+    fHOutCentTRK->Fill(fCentTRK);
+    fHOutCentTKL->Fill(fCentTKL);
+    fHOutCentCL0->Fill(fCentCL0);
+    fHOutCentCL1->Fill(fCentCL1);
+    fHOutCentV0MvsFMD->Fill(fCentV0MvsFMD);
+    fHOutCentTKLvsV0M->Fill(fCentTKLvsV0M);
+    fHOutCentZEMvsZDC->Fill(fCentZEMvsZDC);
+    fHOutCentV0MvsCentCL1->Fill(fCentV0M,fCentCL1);
+    fHOutCentV0MvsCentTRK->Fill(fCentV0M,fCentTRK);
+    fHOutCentTRKvsCentCL1->Fill(fCentTRK,fCentCL1);
+    fHOutCentV0MvsCentCL1->Fill(fCentV0M,fCentZEMvsZDC);
+    fHOutMultV0M->Fill(v0Corr);
+    fHOutMultV0R->Fill(multV0A+multV0C);
+    fHOutMultFMD->Fill((multFMDA+multFMDC));
+    fHOutMultTRK->Fill(nTracks);
+    fHOutMultTKL->Fill(nTracklets);
+    fHOutMultCL0->Fill(nClusters[0]);
+    fHOutMultCL1->Fill(spdCorr);
+    fHOutMultTRKvsCL1->Fill(nTracks,spdCorr);
+  } else if (fQuality ==1) {
+    fHOutCentV0Mqual1->Fill(fCentV0M);
+    fHOutCentTRKqual1->Fill(fCentTRK);
+    fHOutCentCL1qual1->Fill(fCentCL1);
+  } else {
+    fHOutCentV0Mqual2->Fill(fCentV0M);
+    fHOutCentTRKqual2->Fill(fCentTRK);
+    fHOutCentCL1qual2->Fill(fCentCL1);
+  }
+
+  PostData(1, fOutputList); 
 }
 
 //________________________________________________________________________
-void AliCentralitySelectionTask::ReadCentralityHistos() 
+void AliCentralitySelectionTask::ReadCentralityHistos(TString fCentfilename
 {
-  fFile  = new TFile(fCentfilename);
-  fHtempV0M  = (TH1D*) (fFile->Get("hmultV0_percentile")); 
-  fHtempFMD  = (TH1D*) (fFile->Get("hmultFMD_percentile")); 
-  fHtempTRK  = (TH1D*) (fFile->Get("hNtracks_percentile")); 
-  fHtempTKL  = (TH1D*) (fFile->Get("hNtracklets_percentile")); 
-  fHtempCL0  = (TH1D*) (fFile->Get("hNclusters0_percentile")); 
+  //  Read centrality histograms
+  TDirectory *owd = gDirectory;
+  // Check if the file is present
+  TString path = gSystem->ExpandPathName(fCentfilename.Data());
+  if (gSystem->AccessPathName(path)) {
+     AliError(Form("File %s does not exist", path.Data()));
+     return;
+  }
+  fFile  = TFile::Open(fCentfilename);
+  owd->cd();
+  fHtempV0M  = (TH1F*) (fFile->Get("hmultV0_percentile"));
+  fHtempFMD  = (TH1F*) (fFile->Get("hmultFMD_percentile"));
+  fHtempTRK  = (TH1F*) (fFile->Get("hNtracks_percentile"));
+  fHtempTKL  = (TH1F*) (fFile->Get("hNtracklets_percentile"));
+  fHtempCL0  = (TH1F*) (fFile->Get("hNclusters0_percentile"));
+  fHtempCL1  = (TH1F*) (fFile->Get("hNclusters1_percentile"));
+
+  if (!fHtempV0M) AliWarning(Form("Calibration for V0M does not exist in %s", path.Data()));
+  if (!fHtempFMD) AliWarning(Form("Calibration for FMD does not exist in %s", path.Data()));
+  if (!fHtempTRK) AliWarning(Form("Calibration for TRK does not exist in %s", path.Data()));
+  if (!fHtempTKL) AliWarning(Form("Calibration for TKL does not exist in %s", path.Data()));
+  if (!fHtempCL0) AliWarning(Form("Calibration for CL0 does not exist in %s", path.Data()));
+  if (!fHtempCL1) AliWarning(Form("Calibration for CL1 does not exist in %s", path.Data()));
+  
+  owd->cd();
 }  
+
+//________________________________________________________________________
+void AliCentralitySelectionTask::ReadCentralityHistos2(TString fCentfilename2) 
+{
+  //  Read centrality histograms
+  TDirectory *owd = gDirectory;
+  TString path = gSystem->ExpandPathName(fCentfilename2.Data());
+  if (gSystem->AccessPathName(path)) {
+     AliError(Form("File %s does not exist", path.Data()));
+     return;
+  }   
+  fFile2  = TFile::Open(fCentfilename2);
+  owd->cd();
+  fHtempV0MvsFMD =  (TH1F*) (fFile2->Get("hmultV0vsmultFMD_all_percentile"));
+  fHtempTKLvsV0M  = (TH1F*) (fFile2->Get("hNtrackletsvsmultV0_all_percentile"));
+  fHtempZEMvsZDC  = (TH2F*) (fFile2->Get("hEzemvsEzdc_all_percentile"));
+
+  if (!fHtempV0MvsFMD) AliWarning(Form("Calibration for V0MvsFMD does not exist in %s", path.Data()));
+  if (!fHtempTKLvsV0M) AliWarning(Form("Calibration for TKLvsV0M does not exist in %s", path.Data()));
+  if (!fHtempZEMvsZDC) AliWarning(Form("Calibration for ZEMvsZDC does not exist in %s", path.Data()));
   
-void AliCentralitySelectionTask::ReadCentralityHistos2() 
+  owd->cd();
+}
+
+//________________________________________________________________________
+void AliCentralitySelectionTask::Terminate(Option_t */*option*/)
+{
+  // Terminate analysis
+  if (fFile && fFile->IsOpen())
+    fFile->Close();  
+  if (fFile2 && fFile2->IsOpen())
+    fFile2->Close();  
+}
+//________________________________________________________________________
+Int_t AliCentralitySelectionTask::SetupRun(AliESDEvent* const esd)
 {
-  fFile2  = new TFile(fCentfilename2);
-  fHtempV0MvsFMD  = (TH1D*) (fFile2->Get("hmultV0vsmultFMD_all_percentile")); 
-  fHtempTKLvsV0M  = (TH1D*) (fFile2->Get("hNtrackletsvsmultV0_all_percentile")); 
-  fHtempZEMvsZDC  = (TH1D*) (fFile2->Get("hEzemvsEzdc_all_percentile"));  
+  // Setup files for run
+
+  if (!esd)
+    return -1;
+
+  // check if something to be done
+  if (fCurrentRun == esd->GetRunNumber())
+    return 0;
+  else
+    fCurrentRun = esd->GetRunNumber();
+  
+  AliInfo(Form("Setup Centrality Selection for run %d\n",fCurrentRun));
+
+  // CHANGE HERE FOR RUN RANGES
+  switch (fPass) {
+    case 1:
+      if ( fCurrentRun <= 137165 ) fRunNo = 137161;
+      else fRunNo = 137366;
+      break;
+    case 2:
+      if      ( fCurrentRun >= 136851  && fCurrentRun <= 137165 ) fRunNo = 137161;
+      else if ( fCurrentRun >= 138190  && fCurrentRun <= 138275 ) fRunNo = 137722;
+      else if ( fCurrentRun >= 137230  && fCurrentRun <= 137848 ) fRunNo = 138200;
+      else if ( fCurrentRun >= 138125  && fCurrentRun <= 138154 ) fRunNo = 138150;
+      else fRunNo = 139172;
+      break;       
+    default:
+      AliError(Form("Run %d not known to centrality selection!", fCurrentRun));
+      return -1;
+  }    
+  TString fileName =(Form("%s/COMMON/CENTRALITY/data/pass%d/AliCentralityBy1D_%d.root", AliAnalysisManager::GetOADBPath(), fPass, fRunNo));
+  TString fileName2=(Form("%s/COMMON/CENTRALITY/data/pass%d/AliCentralityByFunction_%d.root", AliAnalysisManager::GetOADBPath(), fPass, fRunNo));
+  
+  AliInfo(Form("Centrality Selection for run %d and pass %d is initialized with %s", fCurrentRun, fPass, fileName.Data()));
+  ReadCentralityHistos(fileName.Data());
+  ReadCentralityHistos2(fileName2.Data());
+  if (!fFile && !fFile2) {
+     AliError(Form("Run %d not known to centrality selection!", fCurrentRun));       
+     return -1;
+  }   
+  return 0;
 }
 
-void AliCentralitySelectionTask::SetPercentileFile(TString filename) 
+//________________________________________________________________________
+Bool_t AliCentralitySelectionTask::IsOutlierV0MSPD(Float_t spd, Float_t v0, Int_t cent) const
 {
-  fCentfilename = filename;
-  ReadCentralityHistos();
+// Clean outliers
+  Float_t val= -0.579579 +  0.273949 * v0;
+  Float_t spdSigma[101]={216.473, 194.377, 190.432, 185.019, 179.787, 175.99, 170.695, 167.276, 162.229, 159.016, 155.592, 151.909, 148.967, 146.367, 142.752, 139.718, 136.838, 134.133, 131.374, 128.616, 126.195, 123.49, 120.76, 118.368, 115.671, 113.354, 110.986, 108.761, 105.816, 103.373, 101.525, 99.3941, 96.8891, 95.1021, 92.728, 90.6434, 88.6393, 86.4624, 84.19, 82.3937, 80.4803, 78.5633, 76.5256, 74.7059, 73.0146, 70.9321, 69.1671, 67.2923, 65.5859, 63.9027, 61.7826, 60.1855, 58.6887, 56.8523, 55.1695, 53.422, 51.9776, 50.3506, 48.5304, 47.1517, 45.4786, 43.9914, 42.4579, 41.0889, 39.6201, 38.3046, 36.8624, 35.3697, 33.9223, 32.4637, 30.859, 29.9707, 28.764, 27.5677, 26.3437, 24.8656, 23.5253, 22.9878, 21.5172, 20.4645, 19.7614, 19.0363, 18.0875, 17.3675, 16.7313, 16.4101, 15.8235, 15.4795, 14.897, 14.578, 14.3506, 14.3506, 14.3506, 14.3506, 14.3506, 14.3506, 14.3506, 14.3506, 14.3506, 22.5965, 22.5965};
+
+  if ( TMath::Abs(spd-val) > fOutliersCut*spdSigma[cent] ) 
+    return kTRUE;
+  else 
+    return kFALSE;
 }
 
-void AliCentralitySelectionTask::SetPercentileFile2(TString filename) 
+//________________________________________________________________________
+Bool_t AliCentralitySelectionTask::IsOutlierV0MTPC(Int_t tracks, Float_t v0, Int_t cent) const
 {
-  fCentfilename2 = filename;
-  ReadCentralityHistos2();
+// Clean outliers
+  Float_t val = -1.03873 +  0.125691 * v0;
+  Float_t tpcSigma[101]={105.1, 95.7594, 94.5777, 91.7369, 89.655, 87.9469, 85.2747, 83.8137, 81.5663, 79.9871, 78.3491, 76.664, 75.1352, 73.9838, 72.0122, 70.7627, 69.1832, 67.8707, 66.3974, 65.0222, 64.1065, 62.7248, 61.498, 60.11, 58.7405, 57.681, 56.2979, 55.3153, 53.983, 52.6813, 51.5321, 50.5531, 49.3309, 48.2269, 47.1665, 46.1924, 45.1143, 44.0394, 42.8571, 41.8471, 40.9594, 39.8298, 38.8128, 37.8845, 36.8788, 35.9896, 34.9477, 34.1293, 33.1267, 32.161, 31.1132, 30.3521, 29.5237, 28.5992, 27.6283, 26.8885, 26.0719, 25.1334, 24.2125, 23.5376, 22.5383, 21.8396, 21.0384, 20.2942, 19.4746, 18.5545, 18.26, 17.2997, 16.7109, 15.9324, 15.2755, 14.764, 14.2358, 13.6728, 13.2606, 12.846, 12.2636, 11.722, 11.1491, 10.5952, 10.235, 9.87852, 9.48122, 9.17571, 8.90995, 8.81675, 8.62595, 8.59371, 8.52936, 8.58058, 8.5543, 8.5543, 8.5543, 8.5543, 8.5543, 8.5543, 8.5543, 8.5543, 8.5543, 14.2584, 14.2584};
+
+  if ( TMath::Abs(tracks-val) > fOutliersCut*tpcSigma[cent] ) 
+    return kTRUE;
+  else 
+    return kFALSE;
 }
 
 //________________________________________________________________________
-void AliCentralitySelectionTask::Terminate(Option_t */*option*/)
+Bool_t AliCentralitySelectionTask::IsOutlierV0MZDC(Float_t zdc, Float_t v0) const
 {
-  // Terminate analysis
-  fFile->Close();  
-  fFile2->Close();  
+// Clean outliers
+  Float_t val = 235000. - 9.5 * v0;
+  if (zdc >  val) 
+    return kTRUE;
+  else 
+    return kFALSE;
 }
+
 //________________________________________________________________________
+Bool_t AliCentralitySelectionTask::IsOutlierV0MZDCECal(Float_t /*zdc*/, Float_t /*v0*/) const
+{
+// Clean outliers
+    return kFALSE;
+}
+
+//________________________________________________________________________  
+Float_t AliCentralitySelectionTask::MyGetScaleFactor(Int_t runnumber, Int_t flag) const
+{
+// Get scaling factor
+  if (! (runnumber >= fLowRunN && runnumber <=fHighRunN)) {
+    cout << "MyGetScaleFactor error in run number range " << runnumber << endl;
+    return 0.0;
+  }
+
+  Float_t scalefactor=0.0;
+  if (flag==0)
+    scalefactor = fV0MScaleFactor[runnumber - fLowRunN]; // subtracting reference offset index
+  else if (flag==1)
+    scalefactor = fSPDScaleFactor[runnumber - fLowRunN]; // subtracting reference offset index
+  else if (flag==2)
+    scalefactor = fTPCScaleFactor[runnumber - fLowRunN]; // subtracting reference offset index
+
+  return scalefactor;
+
+}
+
+//________________________________________________________________________  
+Float_t AliCentralitySelectionTask::MyGetScaleFactorMC(Int_t runnumber) const
+{
+// Get MC scaling factor
+  if (! (runnumber >= fLowRunN && runnumber <=fHighRunN)) {
+    cout << "MyGetScaleFactor error in run number range " << runnumber << endl;
+    return 0.0;
+  }
+
+  Float_t scalefactor= fV0MScaleFactorMC[runnumber - fLowRunN]; // subtracting reference offset index
+  return scalefactor;
+
+}
+
+//________________________________________________________________________  
+void AliCentralitySelectionTask::MyInitScaleFactor () 
+{
+// Initialize the scaling factors
+  for (int i=0; i<=(fHighRunN-fLowRunN); i++) fV0MScaleFactor[i] = 0.0;
+  for (int i=0; i<=(fHighRunN-fLowRunN); i++) fSPDScaleFactor[i] = 0.0;
+  for (int i=0; i<=(fHighRunN-fLowRunN); i++) fTPCScaleFactor[i] = 0.0;
+  
+  // scale factors determined from <V0 charge> on a run-by-run basis
+   fV0MScaleFactor[310] = 1.;
+   fV0MScaleFactor[311] = 1.;
+   fV0MScaleFactor[514] = 1.0046;
+   fV0MScaleFactor[515] = 0.983535;
+   fV0MScaleFactor[579] = 0.988185;
+   fV0MScaleFactor[580] = 0.983351;
+   fV0MScaleFactor[581] = 0.989013;
+   fV0MScaleFactor[583] = 0.990056;
+   fV0MScaleFactor[588] = 0.974438;
+   fV0MScaleFactor[589] = 0.981572;
+   fV0MScaleFactor[590] = 0.989316;
+   fV0MScaleFactor[592] = 0.98345;
+   fV0MScaleFactor[688] = 0.993647;
+   fV0MScaleFactor[690] = 0.994758;
+   fV0MScaleFactor[693] = 0.989569;
+   fV0MScaleFactor[698] = 0.993119;
+   fV0MScaleFactor[744] = 0.989583;
+   fV0MScaleFactor[757] = 0.990377;
+   fV0MScaleFactor[787] = 0.990176;
+   fV0MScaleFactor[788] = 0.98723;
+   fV0MScaleFactor[834] = 1.00403;
+   fV0MScaleFactor[835] = 0.994376;
+   fV0MScaleFactor[840] = 0.99759;
+   fV0MScaleFactor[842] = 1.01031;
+   fV0MScaleFactor[900] = 0.996216;
+   fV0MScaleFactor[901] = 0.994205;
+   fV0MScaleFactor[992] = 0.998479;
+   fV0MScaleFactor[997] = 1.00078;
+   fV0MScaleFactor[1299] = 1.00515;
+   fV0MScaleFactor[1303] = 1.00094;
+   fV0MScaleFactor[1339] = 0.986596;
+   fV0MScaleFactor[1346] = 0.972226;
+   fV0MScaleFactor[1349] = 0.960358;
+   fV0MScaleFactor[1350] = 0.970023;
+   fV0MScaleFactor[1374] = 1.00575;
+   fV0MScaleFactor[1545] = 1.00471;
+   fV0MScaleFactor[1587] = 1.00611;
+   fV0MScaleFactor[1588] = 1.00976;
+   fV0MScaleFactor[1618] = 1.00771;
+   fV0MScaleFactor[1682] = 1.01622;
+   fV0MScaleFactor[1727] = 1.01305;
+   fV0MScaleFactor[1728] = 1.00388;
+   fV0MScaleFactor[1731] = 1.00673;
+   fV0MScaleFactor[1732] = 1.00916;
+   fV0MScaleFactor[1770] = 1.0092;
+   fV0MScaleFactor[1773] = 1.00728;
+   fV0MScaleFactor[1786] = 1.01655;
+   fV0MScaleFactor[1787] = 1.00672;
+   fV0MScaleFactor[1801] = 0.983339;
+   fV0MScaleFactor[1802] = 1.00754;
+   fV0MScaleFactor[1811] = 1.00608;
+   fV0MScaleFactor[1815] = 1.01227;
+   fV0MScaleFactor[1879] = 0.99907;
+   fV0MScaleFactor[1881] = 0.995696;
+   fV0MScaleFactor[2186] = 1.00559;
+   fV0MScaleFactor[2187] = 1.00631;
+   fV0MScaleFactor[2254] = 1.01512;
+   fV0MScaleFactor[2256] = 0.998727;
+   fV0MScaleFactor[2321] = 1.00701;
+   fSPDScaleFactor[310] = 1.00211;
+   fSPDScaleFactor[311] = 1.00067;
+   fSPDScaleFactor[514] = 1.02268;
+   fSPDScaleFactor[515] = 0.994902;
+   fSPDScaleFactor[579] = 1.00215;
+   fSPDScaleFactor[580] = 0.993421;
+   fSPDScaleFactor[581] = 1.00129;
+   fSPDScaleFactor[583] = 1.00242;
+   fSPDScaleFactor[588] = 0.984762;
+   fSPDScaleFactor[589] = 0.994355;
+   fSPDScaleFactor[590] = 1.00073;
+   fSPDScaleFactor[592] = 0.995889;
+   fSPDScaleFactor[688] = 0.994532;
+   fSPDScaleFactor[690] = 0.998307;
+   fSPDScaleFactor[693] = 0.994052;
+   fSPDScaleFactor[698] = 0.993224;
+   fSPDScaleFactor[744] = 0.993279;
+   fSPDScaleFactor[757] = 0.992494;
+   fSPDScaleFactor[787] = 0.992678;
+   fSPDScaleFactor[788] = 0.996563;
+   fSPDScaleFactor[834] = 1.01116;
+   fSPDScaleFactor[835] = 0.993108;
+   fSPDScaleFactor[840] = 0.997574;
+   fSPDScaleFactor[842] = 1.01829;
+   fSPDScaleFactor[900] = 0.999438;
+   fSPDScaleFactor[901] = 0.995849;
+   fSPDScaleFactor[992] = 0.999227;
+   fSPDScaleFactor[997] = 1.00575;
+   fSPDScaleFactor[1299] = 0.99877;
+   fSPDScaleFactor[1303] = 0.999682;
+   fSPDScaleFactor[1339] = 0.978198;
+   fSPDScaleFactor[1346] = 0.964178;
+   fSPDScaleFactor[1349] = 0.959439;
+   fSPDScaleFactor[1350] = 0.956945;
+   fSPDScaleFactor[1374] = 0.994434;
+   fSPDScaleFactor[1545] = 1.0016;
+   fSPDScaleFactor[1587] = 1.00153;
+   fSPDScaleFactor[1588] = 1.00698;
+   fSPDScaleFactor[1618] = 1.00554;
+   fSPDScaleFactor[1682] = 1.0123;
+   fSPDScaleFactor[1727] = 1.011;
+   fSPDScaleFactor[1728] = 1.00143;
+   fSPDScaleFactor[1731] = 1.00486;
+   fSPDScaleFactor[1732] = 1.00646;
+   fSPDScaleFactor[1770] = 1.00515;
+   fSPDScaleFactor[1773] = 1.00485;
+   fSPDScaleFactor[1786] = 1.01215;
+   fSPDScaleFactor[1787] = 1.00419;
+   fSPDScaleFactor[1801] = 0.983327;
+   fSPDScaleFactor[1802] = 1.00529;
+   fSPDScaleFactor[1811] = 1.00367;
+   fSPDScaleFactor[1815] = 1.01045;
+   fSPDScaleFactor[1879] = 0.996374;
+   fSPDScaleFactor[1881] = 0.988827;
+   fSPDScaleFactor[2186] = 1.00354;
+   fSPDScaleFactor[2187] = 1.00397;
+   fSPDScaleFactor[2254] = 1.01138;
+   fSPDScaleFactor[2256] = 0.996641;
+   fSPDScaleFactor[2321] = 1.00357;
+   fTPCScaleFactor[310] = 1.00434;
+   fTPCScaleFactor[311] = 1.0056;
+   fTPCScaleFactor[514] = 1.02185;
+   fTPCScaleFactor[515] = 1.0036;
+   fTPCScaleFactor[579] = 1.00607;
+   fTPCScaleFactor[580] = 1.00183;
+   fTPCScaleFactor[581] = 1.00693;
+   fTPCScaleFactor[583] = 1.00746;
+   fTPCScaleFactor[588] = 0.990524;
+   fTPCScaleFactor[589] = 0.998582;
+   fTPCScaleFactor[590] = 1.00618;
+   fTPCScaleFactor[592] = 1.00088;
+   fTPCScaleFactor[688] = 1.00598;
+   fTPCScaleFactor[690] = 1.00658;
+   fTPCScaleFactor[693] = 1.00144;
+   fTPCScaleFactor[698] = 1.00279;
+   fTPCScaleFactor[744] = 1.00122;
+   fTPCScaleFactor[757] = 1.002;
+   fTPCScaleFactor[787] = 0.997818;
+   fTPCScaleFactor[788] = 0.994583;
+   fTPCScaleFactor[834] = 1.01508;
+   fTPCScaleFactor[835] = 1.00218;
+   fTPCScaleFactor[840] = 1.00569;
+   fTPCScaleFactor[842] = 1.01789;
+   fTPCScaleFactor[900] = 1.00739;
+   fTPCScaleFactor[901] = 1.00462;
+   fTPCScaleFactor[992] = 1.00502;
+   fTPCScaleFactor[997] = 1.00943;
+   fTPCScaleFactor[1299] = 1.00438;
+   fTPCScaleFactor[1303] = 0.996701;
+   fTPCScaleFactor[1339] = 0.978641;
+   fTPCScaleFactor[1346] = 0.968906;
+   fTPCScaleFactor[1349] = 0.954311;
+   fTPCScaleFactor[1350] = 0.958764;
+   fTPCScaleFactor[1374] = 0.997899;
+   fTPCScaleFactor[1545] = 0.992;
+   fTPCScaleFactor[1587] = 0.992635;
+   fTPCScaleFactor[1588] = 1.00207;
+   fTPCScaleFactor[1618] = 1.00126;
+   fTPCScaleFactor[1682] = 1.00324;
+   fTPCScaleFactor[1727] = 1.00042;
+   fTPCScaleFactor[1728] = 0.978881;
+   fTPCScaleFactor[1731] = 0.999818;
+   fTPCScaleFactor[1732] = 1.00109;
+   fTPCScaleFactor[1770] = 0.99935;
+   fTPCScaleFactor[1773] = 0.998531;
+   fTPCScaleFactor[1786] = 0.999125;
+   fTPCScaleFactor[1787] = 0.998479;
+   fTPCScaleFactor[1801] = 0.9775;
+   fTPCScaleFactor[1802] = 0.999095;
+   fTPCScaleFactor[1811] = 0.998197;
+   fTPCScaleFactor[1815] = 1.00413;
+   fTPCScaleFactor[1879] = 0.990916;
+   fTPCScaleFactor[1881] = 0.987241;
+   fTPCScaleFactor[2186] = 1.00048;
+   fTPCScaleFactor[2187] = 1.00057;
+   fTPCScaleFactor[2254] = 1.00588;
+   fTPCScaleFactor[2256] = 0.991503;
+   fTPCScaleFactor[2321] = 1.00057;
+
+
+  // set all missing values to the value of the run before it ....
+  for (int i=0; i<=(fHighRunN-fLowRunN); i++) {    
+    if (fV0MScaleFactor[i] == 0.0) {     
+      if (i==0) {
+       fV0MScaleFactor[i] = 1.00;
+      } else {
+       // search for last run number with non-zero value
+       for (int j=i-1;j>=0;j--) {
+         if (fV0MScaleFactor[j] != 0.0) {
+           fV0MScaleFactor[i] = fV0MScaleFactor[j];
+           break;
+         }
+       }
+      }
+    }
+  } // end loop over checking all run-numbers 
+
+  for (int i=0; i<=(fHighRunN-fLowRunN); i++) {    
+    if (fSPDScaleFactor[i] == 0.0) {     
+      if (i==0) {
+       fSPDScaleFactor[i] = 1.00;
+      } else {
+       for (int j=i-1;j>=0;j--) {
+         if (fSPDScaleFactor[j] != 0.0) {
+           fSPDScaleFactor[i] = fSPDScaleFactor[j];
+           break;
+         }
+       }
+      }
+    }
+  } 
+
+  for (int i=0; i<=(fHighRunN-fLowRunN); i++) {    
+    if (fTPCScaleFactor[i] == 0.0) {     
+      if (i==0) {
+       fTPCScaleFactor[i] = 1.00;
+      } else {
+       for (int j=i-1;j>=0;j--) {
+         if (fTPCScaleFactor[j] != 0.0) {
+           fTPCScaleFactor[i] = fTPCScaleFactor[j];
+           break;
+         }
+       }
+      }
+    }
+  } 
+  
+
+  //    for (int i=0; i<=(fHighRunN-fLowRunN); i++) cout << "Scale Factor = " << fV0MScaleFactor[i] << " for Run " << i+fLowRunN << endl;
+  
+  return;
+
+}
+
+
+//________________________________________________________________________  
+void AliCentralitySelectionTask::MyInitScaleFactorMC() 
+{
+// Initialize the MC scaling factors
+  for (int i=0; i<(fHighRunN-fLowRunN); i++) fV0MScaleFactorMC[i] = 0.0;
+  // scale factors determined from <V0 charge> on a run-by-run basis
+  switch (fPass) {
+  case 1:
+    fV0MScaleFactorMC[0] = 0.75108;
+    break;
+  case 2:
+    fV0MScaleFactorMC[0] = 0.8;
+    break;
+  default:
+    AliError(Form("Unknown reconstruction pass (%d)! Setting MC scale in V0 to 1", fPass));
+    fV0MScaleFactorMC[0] = 1.0;
+    break;
+  }
+
+  // set all missing values to the value of the run before it ....
+  for (int i=0; i<=(fHighRunN-fLowRunN); i++) {    
+    if (fV0MScaleFactorMC[i] == 0.0) {     
+      if (i==0) {
+       fV0MScaleFactorMC[i] = 1.00;
+      } else {
+       // search for last run number with non-zero value
+       for (int j=i-1;j>=0;j--) {
+         if (fV0MScaleFactorMC[j] != 0.0) {
+           fV0MScaleFactorMC[i] = fV0MScaleFactorMC[j];
+           break;
+         }
+       }
+      }
+    }
+  } // end loop over checking all run-numbers 
+
+
+  //    for (int i=0; i<=(fHighRunN-fLowRunN); i++) cout << "Scale Factor = " << fV0MScaleFactorMC[i] << " for Run " << i+fLowRunN << endl;
+  
+  return;
+
+}