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[u/mrichter/AliRoot.git] / ITS / AliITSV0Finder.cxx
diff --git a/ITS/AliITSV0Finder.cxx b/ITS/AliITSV0Finder.cxx
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-/**************************************************************************
- * Copyright(c) 2007-2009, ALICE Experiment at CERN, All rights reserved. *
- *                                                                        *
- * Author: The ALICE Off-line Project.                                    *
- * Contributors are mentioned in the code where appropriate.              *
- *                                                                        *
- * Permission to use, copy, modify and distribute this software and its   *
- * documentation strictly for non-commercial purposes is hereby granted   *
- * without fee, provided that the above copyright notice appears in all   *
- * copies and that both the copyright notice and this permission notice   *
- * appear in the supporting documentation. The authors make no claims     *
- * about the suitability of this software for any purpose. It is          *
- * provided "as is" without express or implied warranty.                  *
- **************************************************************************/
-/* $Id$ */
-
-//-------------------------------------------------------------------------
-//      Implementation of the on-the-fly v0 finder for ITS tracker MI
-//          Origin: Marian Ivanov, CERN, Marian.Ivanov@cern.ch 
-//          Extraction from AliITStrackerMI: Andrea Dainese
-//          Current support and development: 
-//-------------------------------------------------------------------------
-
-#include <TMatrixD.h>
-#include <TTree.h>
-#include <TString.h>
-#include <TRandom.h>
-#include <TTreeStream.h>
-
-
-#include "AliLog.h"
-#include "AliESDVertex.h"
-#include "AliESDEvent.h"
-#include "AliESDtrack.h"
-#include "AliESDV0Params.h"
-#include "AliV0.h"
-#include "AliHelix.h"
-#include "AliITSRecPoint.h"
-#include "AliITSReconstructor.h"
-#include "AliITStrackerMI.h"
-#include "AliITSV0Finder.h"
-#include "AliKFParticle.h"
-#include "AliKFVertex.h"
-
-ClassImp(AliITSV0Finder)
-
-
-AliITSV0Finder::AliITSV0Finder():
-fDebugStreamer(0)
- {
-  //Default constructor
-
-   if (AliITSReconstructor::GetRecoParam()->GetESDV0Params()->StreamLevel()>0)
-     fDebugStreamer = new TTreeSRedirector("ITSdebug.root");
-} 
-
-//------------------------------------------------------------------------
-void AliITSV0Finder::UpdateTPCV0(const AliESDEvent *event,
-                                  AliITStrackerMI *tracker)
-{
-  //
-  //try to update, or reject TPC  V0s
-  //
-  const Float_t kMinTgl2= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinTgl2();
-
-  TObjArray *trackHypothesys = tracker->GetTrackHypothesys();
-
-  Int_t nv0s = event->GetNumberOfV0s();
-  Int_t nitstracks = trackHypothesys->GetEntriesFast();
-
-  for (Int_t i=0;i<nv0s;i++){
-    AliESDv0 * vertex = event->GetV0(i);
-    Int_t ip = vertex->GetIndex(0);
-    Int_t im = vertex->GetIndex(1);
-    //
-    TObjArray * arrayp = (ip<nitstracks) ? (TObjArray*)trackHypothesys->At(ip):0;
-    TObjArray * arraym = (im<nitstracks) ? (TObjArray*)trackHypothesys->At(im):0;
-    AliITStrackMI * trackp = (arrayp!=0) ? (AliITStrackMI*)arrayp->At(0):0;
-    AliITStrackMI * trackm = (arraym!=0) ? (AliITStrackMI*)arraym->At(0):0;
-    //
-    //
-    if (trackp){
-      if (trackp->GetNumberOfClusters()+trackp->GetNDeadZone()>5.5){
-       if (trackp->GetConstrain()&&trackp->GetChi2MIP(0)<3) vertex->SetStatus(-100);
-       if (!trackp->GetConstrain()&&trackp->GetChi2MIP(0)<2) vertex->SetStatus(-100); 
-      }
-    }
-
-    if (trackm){
-      if (trackm->GetNumberOfClusters()+trackm->GetNDeadZone()>5.5){
-       if (trackm->GetConstrain()&&trackm->GetChi2MIP(0)<3) vertex->SetStatus(-100);
-       if (!trackm->GetConstrain()&&trackm->GetChi2MIP(0)<2) vertex->SetStatus(-100); 
-      }
-    }
-    if (vertex->GetStatus()==-100) continue;
-    //
-    Double_t xrp[3]; vertex->GetXYZ(xrp[0],xrp[1],xrp[2]);  //I.B.
-    Int_t clayer = tracker->GetNearestLayer(xrp);                    //I.B.
-    vertex->SetNBefore(clayer);        //
-    vertex->SetChi2Before(9*clayer);   //
-    vertex->SetNAfter(6-clayer);       //
-    vertex->SetChi2After(0);           //
-    //
-    if (clayer >1 ){ // calculate chi2 before vertex
-      Float_t chi2p = 0, chi2m=0;  
-      //
-      if (trackp){
-       for (Int_t ilayer=0;ilayer<clayer;ilayer++){
-         if (trackp->GetClIndex(ilayer)>=0){
-           chi2p+=trackp->GetDy(ilayer)*trackp->GetDy(ilayer)/(trackp->GetSigmaY(ilayer)*trackp->GetSigmaY(ilayer))+
-             trackp->GetDz(ilayer)*trackp->GetDz(ilayer)/(trackp->GetSigmaZ(ilayer)*trackp->GetSigmaZ(ilayer));
-         }
-         else{
-           chi2p+=9;
-         }
-       }
-      }else{
-       chi2p = 9*clayer;
-      }
-      //
-      if (trackm){
-       for (Int_t ilayer=0;ilayer<clayer;ilayer++){
-         if (trackm->GetClIndex(ilayer)>=0){
-           chi2m+=trackm->GetDy(ilayer)*trackm->GetDy(ilayer)/(trackm->GetSigmaY(ilayer)*trackm->GetSigmaY(ilayer))+
-             trackm->GetDz(ilayer)*trackm->GetDz(ilayer)/(trackm->GetSigmaZ(ilayer)*trackm->GetSigmaZ(ilayer));
-         }
-         else{
-           chi2m+=9;
-         }
-       }
-      }else{
-       chi2m = 9*clayer;
-      }
-      vertex->SetChi2Before(TMath::Min(chi2p,chi2m));
-      if (TMath::Min(chi2p,chi2m)/Float_t(clayer)<4) vertex->SetStatus(-10);  // track exist before vertex
-    }
-    
-    if (clayer < 5 ){ // calculate chi2 after vertex
-      Float_t chi2p = 0, chi2m=0;  
-      //
-      if (trackp&&TMath::Abs(trackp->GetTgl())<kMinTgl2){
-       for (Int_t ilayer=clayer;ilayer<6;ilayer++){
-         if (trackp->GetClIndex(ilayer)>=0){
-           chi2p+=trackp->GetDy(ilayer)*trackp->GetDy(ilayer)/(trackp->GetSigmaY(ilayer)*trackp->GetSigmaY(ilayer))+
-             trackp->GetDz(ilayer)*trackp->GetDz(ilayer)/(trackp->GetSigmaZ(ilayer)*trackp->GetSigmaZ(ilayer));
-         }
-         else{
-           chi2p+=9;
-         }
-       }
-      }else{
-       chi2p = 0;
-      }
-      //
-      if (trackm&&TMath::Abs(trackm->GetTgl())<kMinTgl2){
-       for (Int_t ilayer=clayer;ilayer<6;ilayer++){
-         if (trackm->GetClIndex(ilayer)>=0){
-           chi2m+=trackm->GetDy(ilayer)*trackm->GetDy(ilayer)/(trackm->GetSigmaY(ilayer)*trackm->GetSigmaY(ilayer))+
-             trackm->GetDz(ilayer)*trackm->GetDz(ilayer)/(trackm->GetSigmaZ(ilayer)*trackm->GetSigmaZ(ilayer));
-         }
-         else{
-           chi2m+=9;
-         }
-       }
-      }else{
-       chi2m = 0;
-      }
-      vertex->SetChi2After(TMath::Max(chi2p,chi2m));
-      if (TMath::Max(chi2m,chi2p)/Float_t(6-clayer)>9) vertex->SetStatus(-20);  // track not found in ITS
-    }
-  }
-  //
-}
-//------------------------------------------------------------------------
-void AliITSV0Finder::FindV02(AliESDEvent *event,
-                              AliITStrackerMI *tracker) 
-{
-  //
-  // V0 finder
-  //
-  //  Cuts on DCA -  R dependent
-  //          max distance DCA between 2 tracks cut 
-  //          maxDist = TMath::Min(kMaxDist,kMaxDist0+pvertex->GetRr()*kMaxDist);
-  //
-  const Bool_t kCheckPropagate = kFALSE;
-  const Float_t kMaxDist0 = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxDist0();
-  const Float_t kMaxDist1 = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxDist1();
-  const Float_t kMaxDist = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxDist();
-  const Float_t kMinPointAngle = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinPointAngle();
-  const Float_t kMinPointAngle2 = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinPointAngle2();
-  const Float_t kMinR = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinR();
-  const Float_t kMaxR = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxR();
-  const Float_t kMinPABestConst = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinPABestConst();
-  const Float_t kMaxRBestConst = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxRBestConst();
-  const Float_t kCausality0Cut = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetCausality0Cut();
-  const Float_t kLikelihood01Cut = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetLikelihood01Cut();
-  const Float_t kLikelihood1Cut = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetLikelihood1Cut();
-  const Float_t kCombinedCut = AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetCombinedCut();
-  const Float_t kMinClFullTrk= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinClFullTrk();
-  const Float_t kMinTgl0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinTgl0();
-  const Float_t kMinRTgl0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinRTgl0();
-
-  const Float_t kMinNormDistForbTgl0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinNormDistForbTgl0();
-  const Float_t kMinClForb0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinClForb0();
-  const Float_t kMinNormDistForb1= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinNormDistForb1();
-  const Float_t kMinNormDistForb2= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinNormDistForb2();
-  const Float_t kMinNormDistForb3= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinNormDistForb3();
-  const Float_t kMinNormDistForb4= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinNormDistForb4();
-  const Float_t kMinNormDistForb5= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinNormDistForb5();
-  const Float_t kMinNormDistForbProt= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinNormDistForbProt();
-  const Float_t kMaxPidProbPionForb= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxPidProbPionForb();
-
-  const Float_t kMinRTPCdensity= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinRTPCdensity();
-  const Float_t kMaxRTPCdensity0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxRTPCdensity0();
-  const Float_t kMaxRTPCdensity10= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxRTPCdensity10();
-  const Float_t kMaxRTPCdensity20= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxRTPCdensity20();
-  const Float_t kMaxRTPCdensity30= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxRTPCdensity30();
-
-
-  const Float_t kMinTPCdensity= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinTPCdensity();
-  const Float_t kMinTgl1= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinTgl1();
-
-  const Float_t kMinchi2before0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinchi2before0();
-  const Float_t kMinchi2before1= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinchi2before1();
-  const Float_t kMinchi2after0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinchi2after0();
-  const Float_t kMinchi2after1= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMinchi2after1();
-  const Float_t kAddchi2SharedCl= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetAddchi2SharedCl();
-  const Float_t kAddchi2NegCl0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetAddchi2NegCl0();
-  const Float_t kAddchi2NegCl1= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetAddchi2NegCl1();
-
-  const Float_t kSigp0Par0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetSigp0Par0();
-  const Float_t kSigp0Par1= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetSigp0Par1();
-  const Float_t kSigp0Par2= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetSigp0Par2();
-
-  const Float_t kSigpPar0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetSigpPar0();
-  const Float_t kSigpPar1= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetSigpPar1();
-  const Float_t kSigpPar2= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetSigpPar2();
-  const Float_t kMaxDcaLh0= AliITSReconstructor::GetRecoParam()->GetESDV0Params()->GetMaxDcaLh0();
-
-
-  TObjArray *trackHypothesys = tracker->GetTrackHypothesys();
-  TObjArray *bestHypothesys  = tracker->GetBestHypothesys();
-  TObjArray *originalTracks  = tracker->GetOriginal();
-  //
-  //
-  TTreeSRedirector &cstream = *(tracker->GetDebugStreamer());
-  Int_t ntracks    = event->GetNumberOfTracks(); 
-  Int_t nitstracks = originalTracks->GetEntriesFast();
-  originalTracks->Expand(ntracks);
-  trackHypothesys->Expand(ntracks);
-  bestHypothesys->Expand(ntracks);
-  //
-  AliHelix * helixes   = new AliHelix[ntracks+2];
-  TObjArray trackarray(ntracks+2);     //array with tracks - with vertex constrain
-  TObjArray trackarrayc(ntracks+2);    //array of "best    tracks" - without vertex constrain
-  TObjArray trackarrayl(ntracks+2);    //array of "longest tracks" - without vertex constrain
-  //Change from Bool_t to Int_t for optimization
-  //  Int_t forbN=0;
-  //  Int_t * forbidden   = new Int_t [ntracks+2];
-  Bool_t * forbidden   = new Bool_t [ntracks+2];
-  Int_t   *itsmap      = new Int_t  [ntracks+2];
-  Float_t *dist        = new Float_t[ntracks+2];
-  Float_t *normdist0   = new Float_t[ntracks+2];
-  Float_t *normdist1   = new Float_t[ntracks+2];
-  Float_t *normdist    = new Float_t[ntracks+2];
-  Float_t *norm        = new Float_t[ntracks+2];
-  Float_t *maxr        = new Float_t[ntracks+2];
-  Float_t *minr        = new Float_t[ntracks+2];
-  Float_t *minPointAngle= new Float_t[ntracks+2];
-  //
-  AliV0 *pvertex      = new AliV0;
-  AliITStrackMI * dummy= new AliITStrackMI;
-  dummy->SetLabel(0);
-  AliITStrackMI  trackat0;    //temporary track for DCA calculation
-  //
-  Float_t primvertex[3]={static_cast<Float_t>(tracker->GetX()),static_cast<Float_t>(tracker->GetY()),static_cast<Float_t>(tracker->GetZ())};
-  //
-  // make ITS -  ESD map
-  //
-  for (Int_t itrack=0;itrack<ntracks+2;itrack++) {
-    itsmap[itrack]        = -1;
-    //    forbidden[itrack]     = 0;
-    forbidden[itrack]     = kFALSE;
-    maxr[itrack]          = kMaxR;
-    minr[itrack]          = kMinR;
-    minPointAngle[itrack] = kMinPointAngle;
-  }
-  for (Int_t itrack=0;itrack<nitstracks;itrack++){
-    AliITStrackMI * original =   (AliITStrackMI*)(originalTracks->At(itrack));
-    Int_t           esdindex =   original->GetESDtrack()->GetID();
-    itsmap[esdindex]         =   itrack;
-  }
-  //
-  // create ITS tracks from ESD tracks if not done before
-  //
-  for (Int_t itrack=0;itrack<ntracks;itrack++){
-    if (itsmap[itrack]>=0) continue;
-    AliITStrackMI * tpctrack = new AliITStrackMI(*(event->GetTrack(itrack)));
-    //tpctrack->fD[0] = tpctrack->GetD(GetX(),GetY());
-    //tpctrack->fD[1] = tpctrack->GetZat(GetX())-GetZ(); 
-    tpctrack->GetDZ(tracker->GetX(),tracker->GetY(),tracker->GetZ(),tpctrack->GetDP());   //I.B.
-    if (tpctrack->GetD(0)<20 && tpctrack->GetD(1)<20){
-      // tracks which can reach inner part of ITS
-      // propagate track to outer its volume - with correction for material
-      AliITStrackerMI::CorrectForTPCtoITSDeadZoneMaterial(tpctrack);  
-    }
-    itsmap[itrack] = nitstracks;
-    originalTracks->AddAt(tpctrack,nitstracks);
-    nitstracks++;
-  }
-  //
-  // fill temporary arrays
-  //
-  for (Int_t itrack=0;itrack<ntracks;itrack++){
-    AliESDtrack *  esdtrack = event->GetTrack(itrack);
-    Int_t          itsindex = itsmap[itrack];
-    AliITStrackMI *original = (AliITStrackMI*)originalTracks->At(itsmap[itrack]);
-    if (!original) continue;
-    AliITStrackMI *bestConst  = 0;
-    AliITStrackMI *bestLong   = 0;
-    AliITStrackMI *best       = 0;    
-    //
-    //
-    TObjArray * array    = (TObjArray*)  trackHypothesys->At(itsindex);
-    Int_t       hentries = (array==0) ?  0 : array->GetEntriesFast();
-    // Get best track with vertex constrain
-    for (Int_t ih=0;ih<hentries;ih++){
-      AliITStrackMI * trackh = (AliITStrackMI*)array->At(ih);
-      if (!trackh->GetConstrain()) continue;
-      if (!bestConst) bestConst = trackh;
-      if (trackh->GetNumberOfClusters()>kMinClFullTrk ){
-       bestConst  = trackh;                         // full track -  with minimal chi2
-       break;
-      }
-      if (trackh->GetNumberOfClusters()+trackh->GetNDeadZone()<=bestConst->GetNumberOfClusters()+bestConst->GetNDeadZone())  continue;      
-      bestConst = trackh;
-      break;
-    }
-    // Get best long track without vertex constrain and best track without vertex constrain
-    for (Int_t ih=0;ih<hentries;ih++){
-      AliITStrackMI * trackh = (AliITStrackMI*)array->At(ih);
-      if (trackh->GetConstrain()) continue;
-      if (!best)     best     = trackh;
-      if (!bestLong) bestLong = trackh;
-      if (trackh->GetNumberOfClusters()>kMinClFullTrk){
-       bestLong  = trackh;                         // full track -  with minimal chi2
-       break;
-      }
-      if (trackh->GetNumberOfClusters()+trackh->GetNDeadZone()<=bestLong->GetNumberOfClusters()+bestLong->GetNDeadZone())  continue;      
-      bestLong = trackh;       
-    }
-    if (!best) {
-      best     = original;
-      bestLong = original;
-    }
-    //I.B. trackat0 = *bestLong;
-    new (&trackat0) AliITStrackMI(*bestLong);
-    Double_t xx,yy,zz,alpha; 
-    if (!bestLong->GetGlobalXYZat(bestLong->GetX(),xx,yy,zz)) continue;
-    
-
-    alpha = TMath::ATan2(yy,xx);    
-    //    if (!trackat0.Propagate(alpha,0)) continue;    
-    //    trackat0.Propagate(alpha,0); //PH The check on the return value is temporarily disabled (bug 45751) 
-    if(!trackat0.Propagate(alpha,0) && kCheckPropagate)continue;
-    // calculate normalized distances to the vertex 
-    //
-    Float_t ptfac  = (1.+100.*TMath::Abs(trackat0.GetC()));
-    if ( bestLong->GetNumberOfClusters()>3 ){      
-      dist[itsindex]      = trackat0.GetY();
-      norm[itsindex]      = ptfac*TMath::Sqrt(trackat0.GetSigmaY2());
-      normdist0[itsindex] = TMath::Abs(trackat0.GetY()/norm[itsindex]);
-      normdist1[itsindex] = TMath::Abs((trackat0.GetZ()-primvertex[2])/(ptfac*TMath::Sqrt(trackat0.GetSigmaZ2())));
-      normdist[itsindex]  = TMath::Sqrt(normdist0[itsindex]*normdist0[itsindex]+normdist1[itsindex]*normdist1[itsindex]);
-      if (!bestConst){
-       if (bestLong->GetNumberOfClusters()+bestLong->GetNDeadZone()<6) normdist[itsindex]*=2.;
-       if (bestLong->GetNumberOfClusters()+bestLong->GetNDeadZone()<5) normdist[itsindex]*=2.;
-       if (bestLong->GetNumberOfClusters()+bestLong->GetNDeadZone()<4) normdist[itsindex]*=2.;
-      }else{
-       if (bestConst->GetNumberOfClusters()+bestConst->GetNDeadZone()<6) normdist[itsindex]*=1.5;
-       if (bestConst->GetNumberOfClusters()+bestConst->GetNDeadZone()<5) normdist[itsindex]*=1.5;
-      }
-    }
-    else{      
-      if (bestConst&&bestConst->GetNumberOfClusters()+bestConst->GetNDeadZone()>4.5){
-       dist[itsindex] = bestConst->GetD(0);
-       norm[itsindex] = bestConst->GetDnorm(0);
-       normdist0[itsindex] = TMath::Abs(bestConst->GetD(0)/norm[itsindex]);
-       normdist1[itsindex] = TMath::Abs(bestConst->GetD(0)/norm[itsindex]);
-       normdist[itsindex]  = TMath::Sqrt(normdist0[itsindex]*normdist0[itsindex]+normdist1[itsindex]*normdist1[itsindex]);
-      }else{
-       dist[itsindex]      = trackat0.GetY();
-       norm[itsindex]      = ptfac*TMath::Sqrt(trackat0.GetSigmaY2());
-       normdist0[itsindex] = TMath::Abs(trackat0.GetY()/norm[itsindex]);
-       normdist1[itsindex] = TMath::Abs((trackat0.GetZ()-primvertex[2])/(ptfac*TMath::Sqrt(trackat0.GetSigmaZ2())));
-       normdist[itsindex]  = TMath::Sqrt(normdist0[itsindex]*normdist0[itsindex]+normdist1[itsindex]*normdist1[itsindex]);
-       if (TMath::Abs(trackat0.GetTgl())>kMinTgl0){
-         if (normdist[itsindex]<kMinNormDistForbTgl0){
-           //      forbN=1;
-           //      forbidden[itsindex]+=1<<forbN;
-           forbidden[itsindex]=kTRUE;
-         }
-         if (normdist[itsindex]>kMinNormDistForbTgl0) {
-           minr[itsindex] = TMath::Max(kMinRTgl0,minr[itsindex]);
-         }
-       }
-      }
-    }
-
-
-    //
-    //-----------------------------------------------------------
-    //Forbid primary track candidates - 
-    //
-    //treetr->SetAlias("forbidden0","Tr0.fN<4&&Tr1.fN+Tr1.fNDeadZone>4.5");
-    //treetr->SetAlias("forbidden1","ND<3&&Tr1.fN+Tr1.fNDeadZone>5.5");
-    //treetr->SetAlias("forbidden2","ND<2&&Tr1.fClIndex[0]>0&&Tr1.fClIndex[0]>0");
-    //treetr->SetAlias("forbidden3","ND<1&&Tr1.fClIndex[0]>0");
-    //treetr->SetAlias("forbidden4","ND<4&&Tr1.fNormChi2[0]<2");
-    //treetr->SetAlias("forbidden5","ND<5&&Tr1.fNormChi2[0]<1");
-    //-----------------------------------------------------------
-    if (bestConst){
-      if (bestLong->GetNumberOfClusters()<4 && bestConst->GetNumberOfClusters()+bestConst->GetNDeadZone()>kMinClForb0){
-       //      forbN=2;
-       //      forbidden[itsindex]+=1<<forbN;
-       forbidden[itsindex]=kTRUE;
-      }
-      if (normdist[itsindex]<kMinNormDistForb1 && bestConst->GetNumberOfClusters()+bestConst->GetNDeadZone()>5.5){
-       //      forbN=3;
-       //      forbidden[itsindex]+=1<<forbN;
-       forbidden[itsindex]=kTRUE;
-      }
-      if (normdist[itsindex]<kMinNormDistForb2 && bestConst->GetClIndex(0)>=0 && bestConst->GetClIndex(1)>=0 ){
-       //      forbN=4;
-       //      forbidden[itsindex]+=1<<forbN;
-       forbidden[itsindex]=kTRUE;
-      }
-      if (normdist[itsindex]<kMinNormDistForb3 && bestConst->GetClIndex(0)>=0){
-       //      forbN=5;
-       //      forbidden[itsindex]+=1<<forbN;
-       forbidden[itsindex]=kTRUE;
-      }
-      if (normdist[itsindex]<kMinNormDistForb4 && bestConst->GetNormChi2(0)<2){
-       //      forbN=6;
-       //      forbidden[itsindex]+=1<<forbN;
-       forbidden[itsindex]=kTRUE;
-      }
-      if (normdist[itsindex]<kMinNormDistForb5 && bestConst->GetNormChi2(0)<1){
-       //      forbN=7;
-       //      forbidden[itsindex]+=1<<forbN;
-       forbidden[itsindex]=kTRUE;
-      }
-      if (bestConst->GetNormChi2(0)<2.5) {
-       minPointAngle[itsindex]= kMinPABestConst;
-       maxr[itsindex]         = kMaxRBestConst;
-      }
-    }
-    //
-    //forbid daughter kink candidates
-    //
-    if (esdtrack->GetKinkIndex(0)>0) forbidden[itsindex] = kTRUE;
-    Bool_t isElectron = kTRUE;
-    Bool_t isProton   = kTRUE;
-    Double_t pid[5];
-    esdtrack->GetESDpid(pid);
-    for (Int_t i=1;i<5;i++){
-      if (pid[0]<pid[i]) isElectron= kFALSE;
-      if (pid[4]<pid[i]) isProton= kFALSE;
-    }
-    if (isElectron){
-      forbidden[itsindex]=kFALSE;      
-      normdist[itsindex]*=-1;
-    }
-    if (isProton){
-      if (normdist[itsindex]>kMinNormDistForbProt) forbidden[itsindex]=kFALSE; 
-      normdist[itsindex]*=-1;
-    }
-
-    // We allow all tracks that are not pions
-    if( (pid[1]+pid[2])< kMaxPidProbPionForb ){
-      forbidden[itsindex]=kFALSE;
-    }
-
-    //
-    // Causality cuts in TPC volume
-    //
-    if (esdtrack->GetTPCdensity(0,10) >kMinTPCdensity)  maxr[itsindex] = TMath::Min(Float_t(kMaxRTPCdensity0),maxr[itsindex]);
-    if (esdtrack->GetTPCdensity(10,30)>kMinTPCdensity)  maxr[itsindex] = TMath::Min(Float_t(kMaxRTPCdensity10),maxr[itsindex]);
-    if (esdtrack->GetTPCdensity(20,40)>kMinTPCdensity)  maxr[itsindex] = TMath::Min(Float_t(kMaxRTPCdensity20),maxr[itsindex]);
-    if (esdtrack->GetTPCdensity(30,50)>kMinTPCdensity)  maxr[itsindex] = TMath::Min(Float_t(kMaxRTPCdensity30),maxr[itsindex]);
-    //
-    if (esdtrack->GetTPCdensity(0,60)<0.4&&bestLong->GetNumberOfClusters()<3) minr[itsindex]=kMinRTPCdensity;    
-    //
-    //
-
-    if (AliITSReconstructor::GetRecoParam()->GetESDV0Params()->StreamLevel()>0){
-      cstream<<"Track"<<
-       "Tr0.="<<best<<
-       "Tr1.="<<((bestConst)? bestConst:dummy)<<
-       "Tr2.="<<bestLong<<
-       "Tr3.="<<&trackat0<<
-       "Esd.="<<esdtrack<<
-       "Dist="<<dist[itsindex]<<
-       "ND0="<<normdist0[itsindex]<<
-       "ND1="<<normdist1[itsindex]<<
-       "ND="<<normdist[itsindex]<<
-       "Pz="<<primvertex[2]<<
-       "Forbid="<<forbidden[itsindex]<<
-       "\n";
-      //
-    }
-    trackarray.AddAt(best,itsindex);
-    trackarrayc.AddAt(bestConst,itsindex);
-    trackarrayl.AddAt(bestLong,itsindex);
-    new (&helixes[itsindex]) AliHelix(*best);
-  }
-  //
-  //
-  //
-  // first iterration of V0 finder
-  //
-  // AM Comment out for optimization
-  //  Int_t rejectBase=0;
-  //  Int_t cutN=0;
-
-  for (Int_t iesd0=0;iesd0<ntracks;iesd0++){
-    Int_t itrack0 = itsmap[iesd0];
-    //-AM comment for optimization and store the forbidden value in the debug streamer
-    if (forbidden[itrack0]) continue;
-    AliITStrackMI * btrack0 = (AliITStrackMI*)trackarray.At(itrack0);
-    if (!btrack0) continue;    
-    AliITStrackMI *trackc0 = (AliITStrackMI*)trackarrayc.At(itrack0);
-    //
-    for (Int_t iesd1=iesd0+1;iesd1<ntracks;iesd1++){
-      Int_t itrack1 = itsmap[iesd1];
-      //-AM comment for optimization and store the forbidden value in the debug streamer
-      if (forbidden[itrack1]) continue;
-
-      AliITStrackMI * btrack1 = (AliITStrackMI*)trackarray.At(itrack1); 
-      if (!btrack1) continue;
-
-      if ( (btrack0->GetSign()==btrack1->GetSign()) && !AliITSReconstructor::GetRecoParam()->GetStoreLikeSignV0s()) continue;
-
-      Bool_t isGold = kFALSE;
-      if (TMath::Abs(TMath::Abs(btrack0->GetLabel())-TMath::Abs(btrack1->GetLabel()))==1){
-       isGold = kTRUE;
-      }
-      //      rejectBase=0;
-      AliITStrackMI *trackc1 = (AliITStrackMI*)trackarrayc.At(itrack1);
-      AliHelix &h1 = helixes[itrack0];
-      AliHelix &h2 = helixes[itrack1];
-      //
-      // find linear distance
-      Double_t rmin =0;
-      //
-      //
-      //
-      Double_t phase[2][2]={{0.,0.},{0.,0.}};
-      Double_t radius[2]={0.,0.};
-      Int_t  points = h1.GetRPHIintersections(h2, phase, radius);
-      if    (points==0) {
-       //      cutN=1;
-       //      rejectBase+=1<<cutN;
-       continue;
-      }
-      Double_t delta[2]={1000000,1000000};        
-      rmin = radius[0];
-      h1.ParabolicDCA(h2,phase[0][0],phase[0][1],radius[0],delta[0]);
-      if (points==2){    
-       if (radius[1]<rmin) rmin = radius[1];
-       h1.ParabolicDCA(h2,phase[1][0],phase[1][1],radius[1],delta[1]);
-      }
-      rmin = TMath::Sqrt(rmin);
-      Double_t distance = 0;
-      Double_t radiusC  = 0;
-      Int_t    iphase   = 0;
-      if (points==1 || delta[0]<delta[1]){
-       distance = TMath::Sqrt(delta[0]);
-       radiusC  = TMath::Sqrt(radius[0]);
-      }else{
-       distance = TMath::Sqrt(delta[1]);
-       radiusC  = TMath::Sqrt(radius[1]);
-       iphase=1;
-      }
-      if (radiusC<TMath::Max(minr[itrack0],minr[itrack1])){
-       //      cutN=2;
-       //rejectBase+=1<<cutN;
-       continue;
-      }
-      if (radiusC>TMath::Min(maxr[itrack0],maxr[itrack1])){
-       //      cutN=3;
-       //      rejectBase+=1<<cutN;
-       continue;
-      } 
-      Float_t maxDist  = TMath::Min(kMaxDist,Float_t(kMaxDist0+radiusC*kMaxDist1));      
-      if (distance>maxDist){
-       //      cutN=4;
-       //      rejectBase+=1<<cutN;
-       continue;
-      }
-      Float_t pointAngle = h1.GetPointAngle(h2,phase[iphase],primvertex);
-      if (pointAngle<TMath::Max(minPointAngle[itrack0],minPointAngle[itrack1])) {
-       //      cutN=5;
-       //      rejectBase+=1<<cutN;
-       continue;
-      }
-      //
-      //
-      //      Double_t distance = TestV0(h1,h2,pvertex,rmin);
-      //
-      //       if (distance>maxDist)           continue;
-      //       if (pvertex->GetRr()<kMinR)     continue;
-      //       if (pvertex->GetRr()>kMaxR)     continue;
-      AliITStrackMI * track0=btrack0;
-      AliITStrackMI * track1=btrack1;
-      //      if (pvertex->GetRr()<3.5){  
-      if (radiusC<3.5){  
-       //use longest tracks inside the pipe
-       track0 = (AliITStrackMI*)trackarrayl.At(itrack0);
-       track1 = (AliITStrackMI*)trackarrayl.At(itrack1);
-      }      
-      //
-      //
-      
-
-      pvertex->SetParamN(*track0);
-      pvertex->SetParamP(*track1);
-      pvertex->Update(primvertex);
-      pvertex->SetClusters(track0->ClIndex(),track1->ClIndex());  // register clusters
-
-      // Define gamma, K0, lambda and lambda_bar from the decay particles and calculate the chi2      
-      AliKFVertex vertexKF;
-
-      vertexKF.X() = tracker->GetX();
-      vertexKF.Y() = tracker->GetY();
-      vertexKF.Z() = tracker->GetZ();
-      vertexKF.Covariance(0,0) = tracker->GetSigmaX()*tracker->GetSigmaX();
-      vertexKF.Covariance(1,2) = tracker->GetSigmaY()*tracker->GetSigmaY();
-      vertexKF.Covariance(2,2) = tracker->GetSigmaZ()*tracker->GetSigmaZ();
-      
-      AliKFParticle elecKF( *(pvertex->GetParamN()) ,11);
-      AliKFParticle posiKF( *(pvertex->GetParamP()) ,-11);
-      AliKFParticle pipKF( *(pvertex->GetParamN()) , 211);
-      AliKFParticle pinKF( *(pvertex->GetParamP()) ,-211);
-      AliKFParticle protKF( *(pvertex->GetParamP()) ,2212);
-      AliKFParticle aproKF ( *(pvertex->GetParamN()) ,-2212);
-
-
-      // Gamma
-      AliKFParticle gamKF(elecKF,posiKF);
-      gamKF.SetProductionVertex(vertexKF);
-
-      Float_t gamKFchi2 = 1000;
-      if ( gamKF.GetNDF()!=0 ){
-       gamKFchi2 = gamKF.GetChi2()/gamKF.GetNDF();
-      }
-
-      Float_t massG=0.;
-      Float_t sigmaMG=0.001;
-      gamKF.SetMassConstraint(massG,sigmaMG);
-
-      Float_t gamKFchi2C = 1000;
-      if ( gamKF.GetNDF()!=0 ){
-       gamKFchi2C = gamKF.GetChi2()/gamKF.GetNDF();
-      }
-
-      //K0 short
-      AliKFParticle k0KF(pipKF,pinKF);
-      k0KF.SetProductionVertex(vertexKF);
-
-      Float_t k0KFchi2 = 1000;
-      if ( k0KF.GetNDF()!=0 ){
-       k0KFchi2 = k0KF.GetChi2()/k0KF.GetNDF();
-      }
-
-      //Lambda
-      AliKFParticle lambdaKF(protKF,pinKF);
-      lambdaKF.SetProductionVertex(vertexKF);
-
-      Float_t lambdaKFchi2 = 1000;
-      if ( lambdaKF.GetNDF()!=0 ){
-       lambdaKFchi2 = lambdaKF.GetChi2()/lambdaKF.GetNDF();
-      }
-
-      //Lambda_bar
-      AliKFParticle alambKF(aproKF,pipKF);
-      alambKF.SetProductionVertex(vertexKF);
-
-      Float_t alambKFchi2 = 1000;
-      if ( alambKF.GetNDF()!=0 ){
-       alambKFchi2 = alambKF.GetChi2()/alambKF.GetNDF();
-      }
-
-
-
-
-
-      if (pvertex->GetRr()<kMinR){
-       //      cutN=6;
-       //      rejectBase+=1<<cutN;
-       continue;
-      }
-      if (pvertex->GetRr()>kMaxR){
-       //      cutN=7;
-       //      rejectBase+=1<<cutN;
-       continue;
-      }
-      if (pvertex->GetV0CosineOfPointingAngle()<kMinPointAngle){
-       //      cutN=8;
-       //      rejectBase+=1<<cutN;
-       continue;
-      }
-//Bo:      if (pvertex->GetDist2()>maxDist) continue;
-
-      if (pvertex->GetDcaV0Daughters()>maxDist){
-       //      cutN=9;
-       //      rejectBase+=1<<cutN;
-       continue;
-      }
-//Bo:        pvertex->SetLab(0,track0->GetLabel());
-//Bo:        pvertex->SetLab(1,track1->GetLabel());
-      pvertex->SetIndex(0,track0->GetESDtrack()->GetID());
-      pvertex->SetIndex(1,track1->GetESDtrack()->GetID());
-      //      
-      AliITStrackMI * htrackc0 = trackc0 ? trackc0:dummy;      
-      AliITStrackMI * htrackc1 = trackc1 ? trackc1:dummy;
-
-      //
-      //
-      TObjArray * array0b     = (TObjArray*)bestHypothesys->At(itrack0);
-      if (!array0b&&pvertex->GetRr()<40 && TMath::Abs(track0->GetTgl())<kMinTgl1) {
-       tracker->SetCurrentEsdTrack(itrack0);
-       tracker->FollowProlongationTree((AliITStrackMI*)originalTracks->At(itrack0),itrack0, kFALSE);
-      }
-      TObjArray * array1b    = (TObjArray*)bestHypothesys->At(itrack1);
-      if (!array1b&&pvertex->GetRr()<40 && TMath::Abs(track1->GetTgl())<kMinTgl1) { 
-       tracker->SetCurrentEsdTrack(itrack1);
-       tracker->FollowProlongationTree((AliITStrackMI*)originalTracks->At(itrack1),itrack1, kFALSE);
-      }
-      //
-      AliITStrackMI * track0b = (AliITStrackMI*)originalTracks->At(itrack0);
-      AliITStrackMI * track1b = (AliITStrackMI*)originalTracks->At(itrack1);
-      AliITStrackMI * track0l = (AliITStrackMI*)originalTracks->At(itrack0);
-      AliITStrackMI * track1l = (AliITStrackMI*)originalTracks->At(itrack1);
-      
-      Float_t minchi2before0=kMinchi2before0;
-      Float_t minchi2before1=kMinchi2before1;
-      Float_t minchi2after0 =kMinchi2after0;
-      Float_t minchi2after1 =kMinchi2after1;
-      Double_t xrp[3]; pvertex->GetXYZ(xrp[0],xrp[1],xrp[2]);  //I.B.
-      Int_t maxLayer = tracker->GetNearestLayer(xrp);                   //I.B.
-      
-      if (array0b) for (Int_t i=0;i<5;i++){
-       // best track after vertex
-       AliITStrackMI * btrack = (AliITStrackMI*)array0b->At(i);
-       if (!btrack) continue;
-       if (btrack->GetNumberOfClusters()>track0l->GetNumberOfClusters()) track0l = btrack;     
-       //      if (btrack->fX<pvertex->GetRr()-2.-0.5/(0.1+pvertex->GetAnglep()[2])) {
-       if (btrack->GetX()<pvertex->GetRr()-2.) {
-         if ( (maxLayer>i+2|| (i==0)) && btrack->GetNumberOfClusters()==(6-i)&&i<3){
-           Float_t sumchi2= 0;
-           Float_t sumn   = 0;
-           if (maxLayer<3){   // take prim vertex as additional measurement
-             if (normdist[itrack0]>0 && htrackc0){
-               sumchi2 += TMath::Min((3.-maxLayer)*normdist[itrack0]*normdist[itrack0],16.);
-             }else{
-               sumchi2 +=  TMath::Min((3.-maxLayer)*(3*normdist[itrack0]*normdist[itrack0]+3.),16.);
-             }
-             sumn    +=  3-maxLayer;
-           }
-           for (Int_t ilayer=i;ilayer<maxLayer;ilayer++){
-             sumn+=1.;       
-             if (btrack->GetClIndex(ilayer)<0){
-               sumchi2+=kAddchi2NegCl0;
-               continue;
-             }else{
-               Int_t c=( btrack->GetClIndex(ilayer) & 0x0fffffff);
-               for (Int_t itrack=0;itrack<4;itrack++){
-                 AliITStrackerMI::AliITSlayer &layer=tracker->GetLayer(ilayer);
-                 if (layer.GetClusterTracks(itrack,c)>=0 && layer.GetClusterTracks(itrack,c)!=itrack0){
-                   sumchi2+=kAddchi2SharedCl;  //shared cluster
-                   break;
-                 }
-               }
-               sumchi2+=btrack->GetDy(ilayer)*btrack->GetDy(ilayer)/(btrack->GetSigmaY(ilayer)*btrack->GetSigmaY(ilayer));
-               sumchi2+=btrack->GetDz(ilayer)*btrack->GetDz(ilayer)/(btrack->GetSigmaZ(ilayer)*btrack->GetSigmaZ(ilayer));            
-             }
-           }
-           sumchi2/=sumn;
-           if (sumchi2<minchi2before0) minchi2before0=sumchi2; 
-         }
-         continue;   //safety space - Geo manager will give exact layer
-       }
-       track0b       = btrack;
-       minchi2after0 = btrack->GetNormChi2(i);
-       break;
-      }
-      if (array1b) for (Int_t i=0;i<5;i++){
-       // best track after vertex
-       AliITStrackMI * btrack = (AliITStrackMI*)array1b->At(i);
-       if (!btrack) continue;
-       if (btrack->GetNumberOfClusters()>track1l->GetNumberOfClusters()) track1l = btrack;     
-       //      if (btrack->fX<pvertex->GetRr()-2-0.5/(0.1+pvertex->GetAnglep()[2])){
-       if (btrack->GetX()<pvertex->GetRr()-2){
-         if ((maxLayer>i+2 || (i==0))&&btrack->GetNumberOfClusters()==(6-i)&&(i<3)){
-           Float_t sumchi2= 0;
-           Float_t sumn   = 0;
-           if (maxLayer<3){   // take prim vertex as additional measurement
-             if (normdist[itrack1]>0 && htrackc1){
-               sumchi2 +=  TMath::Min((3.-maxLayer)*normdist[itrack1]*normdist[itrack1],16.);
-             }else{
-               sumchi2 += TMath::Min((3.-maxLayer)*(3*normdist[itrack1]*normdist[itrack1]+3.),16.);
-             }
-             sumn    +=  3-maxLayer;
-           }
-           for (Int_t ilayer=i;ilayer<maxLayer;ilayer++){
-             sumn+=1.;
-             if (btrack->GetClIndex(ilayer)<0){
-               sumchi2+=kAddchi2NegCl1;
-               continue;
-             }else{
-               Int_t c=( btrack->GetClIndex(ilayer) & 0x0fffffff);
-               for (Int_t itrack=0;itrack<4;itrack++){
-                 AliITStrackerMI::AliITSlayer &layer=tracker->GetLayer(ilayer);
-                 if (layer.GetClusterTracks(itrack,c)>=0 && layer.GetClusterTracks(itrack,c)!=itrack1){
-                   sumchi2+=kAddchi2SharedCl;  //shared cluster
-                   break;
-                 }
-               }
-               sumchi2+=btrack->GetDy(ilayer)*btrack->GetDy(ilayer)/(btrack->GetSigmaY(ilayer)*btrack->GetSigmaY(ilayer));
-               sumchi2+=btrack->GetDz(ilayer)*btrack->GetDz(ilayer)/(btrack->GetSigmaZ(ilayer)*btrack->GetSigmaZ(ilayer));            
-             }
-           }
-           sumchi2/=sumn;
-           if (sumchi2<minchi2before1) minchi2before1=sumchi2; 
-         }
-         continue;   //safety space - Geo manager will give exact layer           
-       }
-       track1b = btrack;
-       minchi2after1 = btrack->GetNormChi2(i);
-       break;
-      }
-      //
-      // position resolution - used for DCA cut
-      Float_t sigmad = track0b->GetSigmaY2()+track0b->GetSigmaZ2()+track1b->GetSigmaY2()+track1b->GetSigmaZ2()+
-       (track0b->GetX()-pvertex->GetRr())*(track0b->GetX()-pvertex->GetRr())*(track0b->GetSigmaSnp2()+track0b->GetSigmaTgl2())+
-       (track1b->GetX()-pvertex->GetRr())*(track1b->GetX()-pvertex->GetRr())*(track1b->GetSigmaSnp2()+track1b->GetSigmaTgl2());
-      sigmad =TMath::Sqrt(sigmad)+0.04;
-      if (pvertex->GetRr()>50){
-       Double_t cov0[15],cov1[15];
-       track0b->GetESDtrack()->GetInnerExternalCovariance(cov0);
-       track1b->GetESDtrack()->GetInnerExternalCovariance(cov1);
-       sigmad = cov0[0]+cov0[2]+cov1[0]+cov1[2]+
-         (80.-pvertex->GetRr())*(80.-pvertex->GetRr())*(cov0[5]+cov0[9])+
-         (80.-pvertex->GetRr())*(80.-pvertex->GetRr())*(cov1[5]+cov1[9]);
-       sigmad =TMath::Sqrt(sigmad)+0.05;
-      }
-      //       
-      AliV0 vertex2;
-      vertex2.SetParamN(*track0b);
-      vertex2.SetParamP(*track1b);
-      vertex2.Update(primvertex);
-      //Bo:      if (vertex2.GetDist2()<=pvertex->GetDist2()&&(vertex2.GetV0CosineOfPointingAngle()>=pvertex->GetV0CosineOfPointingAngle())){
-      if (vertex2.GetDcaV0Daughters()<=pvertex->GetDcaV0Daughters()&&(vertex2.GetV0CosineOfPointingAngle()>=pvertex->GetV0CosineOfPointingAngle())){
-       pvertex->SetParamN(*track0b);
-       pvertex->SetParamP(*track1b);
-       pvertex->Update(primvertex);
-       pvertex->SetClusters(track0b->ClIndex(),track1b->ClIndex());  // register clusters
-       pvertex->SetIndex(0,track0->GetESDtrack()->GetID());
-       pvertex->SetIndex(1,track1->GetESDtrack()->GetID());
-      }
-      pvertex->SetDistSigma(sigmad);
-      //Bo:      pvertex->SetDistNorm(pvertex->GetDist2()/sigmad);       
-      pvertex->SetNormDCAPrim(normdist[itrack0],normdist[itrack1]);
-      //
-      // define likelihhod and causalities
-      //
-      Float_t pa0=1, pa1=1, pb0=0.26, pb1=0.26;      
-      if (maxLayer<1){
-       Float_t fnorm0 = normdist[itrack0];
-       if (fnorm0<0) fnorm0*=-3;
-       Float_t fnorm1 = normdist[itrack1];
-       if (fnorm1<0) fnorm1*=-3;
-       if ((pvertex->GetAnglep()[2]>0.1) || ( (pvertex->GetRr()<10.5)&& pvertex->GetAnglep()[2]>0.05 ) || (pvertex->GetRr()<3)){
-         pb0    =  TMath::Exp(-TMath::Min(fnorm0,Float_t(16.))/12.);
-         pb1    =  TMath::Exp(-TMath::Min(fnorm1,Float_t(16.))/12.);
-       }
-       pvertex->SetChi2Before(normdist[itrack0]);
-       pvertex->SetChi2After(normdist[itrack1]);       
-       pvertex->SetNAfter(0);
-       pvertex->SetNBefore(0);
-      }else{
-       pvertex->SetChi2Before(minchi2before0);
-       pvertex->SetChi2After(minchi2before1);
-        if (pvertex->GetAnglep()[2]>0.1 || ( pvertex->GetRr()<10.5 && pvertex->GetAnglep()[2]>0.05) || pvertex->GetRr()<3){
-          pb0    =  TMath::Exp(-TMath::Min(minchi2before0,Float_t(16))/12.);
-          pb1    =  TMath::Exp(-TMath::Min(minchi2before1,Float_t(16))/12.);
-        }
-        pvertex->SetNAfter(maxLayer);
-        pvertex->SetNBefore(maxLayer);      
-      }
-      if (pvertex->GetRr()<90){
-       pa0  *= TMath::Min(track0->GetESDtrack()->GetTPCdensity(0,60),Double_t(1.));
-       pa1  *= TMath::Min(track1->GetESDtrack()->GetTPCdensity(0,60),Double_t(1.));
-      }
-      if (pvertex->GetRr()<20){
-       pa0  *= (0.2+TMath::Exp(-TMath::Min(minchi2after0,Float_t(16))/8.))/1.2;
-       pa1  *= (0.2+TMath::Exp(-TMath::Min(minchi2after1,Float_t(16))/8.))/1.2;
-      }
-      //
-      pvertex->SetCausality(pb0,pb1,pa0,pa1);
-      //
-      //  Likelihood calculations  - apply cuts
-      //         
-      // AM - Comment out for optimization and store the v0OK value
-      //      Int_t v0OK = 0;
-      //      Int_t cutOKN=0;
-      Bool_t v0OK = kTRUE;
-
-
-      Float_t p12 = pvertex->GetParamP()->GetParameter()[4]*pvertex->GetParamP()->GetParameter()[4];
-      p12        += pvertex->GetParamN()->GetParameter()[4]*pvertex->GetParamN()->GetParameter()[4];
-      p12         = TMath::Sqrt(p12);                             // "mean" momenta
-
-      Float_t    sigmap0   = kSigp0Par0+kSigp0Par1/(kSigp0Par2+pvertex->GetRr()); 
-      Float_t    sigmap    = kSigpPar0*sigmap0*(kSigpPar1+kSigpPar2*p12);           // "resolution: of point angle - as a function of radius and momenta
-
-
-      Float_t causalityA  = (1.0-pvertex->GetCausalityP()[0])*(1.0-pvertex->GetCausalityP()[1]);
-      Float_t causalityB  = TMath::Sqrt(TMath::Min(pvertex->GetCausalityP()[2],Double_t(0.7))*
-                                       TMath::Min(pvertex->GetCausalityP()[3],Double_t(0.7)));
-      //
-      //Bo:      Float_t likelihood0 = (TMath::Exp(-pvertex->GetDistNorm())+0.1) *(pvertex->GetDist2()<0.5)*(pvertex->GetDistNorm()<5);
-      Float_t lDistNorm = pvertex->GetDcaV0Daughters()/pvertex->GetDistSigma();
-      Float_t likelihood0 = (TMath::Exp(-lDistNorm)+0.1) *(pvertex->GetDcaV0Daughters()<kMaxDcaLh0)*(lDistNorm<5);
-
-      Float_t likelihood1 = TMath::Exp(-(1.0001-pvertex->GetV0CosineOfPointingAngle())/sigmap)+
-       0.4*TMath::Exp(-(1.0001-pvertex->GetV0CosineOfPointingAngle())/(4.*sigmap))+
-       0.4*TMath::Exp(-(1.0001-pvertex->GetV0CosineOfPointingAngle())/(8.*sigmap))+
-       0.1*TMath::Exp(-(1.0001-pvertex->GetV0CosineOfPointingAngle())/0.01);
-      //
-      if (causalityA<kCausality0Cut){
-       //      cutOKN=1;
-       //      v0OK += 1<<cutOKN;
-       v0OK = kFALSE;
-      }
-      if (TMath::Sqrt(likelihood0*likelihood1)<kLikelihood01Cut){
-       //      cutOKN=2;
-       //      v0OK += 1<<cutOKN;
-       v0OK = kFALSE;
-      }
-      if (likelihood1<kLikelihood1Cut){
-       //      cutOKN=3;
-       //      v0OK += 1<<cutOKN;
-       v0OK = kFALSE;
-      }
-      if (TMath::Power(likelihood0*likelihood1*causalityB,0.33)<kCombinedCut){
-       //      cutOKN=4;
-       //      v0OK += 1<<cutOKN;
-       v0OK = kFALSE;
-      }
-      //
-      //
-      if (AliITSReconstructor::GetRecoParam()->GetESDV0Params()->StreamLevel()>0){     
-       Bool_t gold = TMath::Abs(TMath::Abs(track0->GetLabel())-TMath::Abs(track1->GetLabel()))==1;
-       cstream<<"It0"<<
-         "Tr0.="<<track0<<                       //best without constrain
-         "Tr1.="<<track1<<                       //best without constrain  
-         "posiKF.="<<&posiKF<<                       //KF from track0
-         "elecKF.="<<&elecKF<<                       //KF from track1
-         "Tr0B.="<<track0b<<                     //best without constrain  after vertex
-         "Tr1B.="<<track1b<<                     //best without constrain  after vertex 
-         "Tr0C.="<<htrackc0<<                    //best with constrain     if exist
-         "Tr1C.="<<htrackc1<<                    //best with constrain     if exist
-         "Tr0L.="<<track0l<<                     //longest best           
-         "Tr1L.="<<track1l<<                     //longest best
-         "Esd0.="<<track0->GetESDtrack()<<           // esd track0 params
-         "Esd1.="<<track1->GetESDtrack()<<           // esd track1 params
-         "V0.="<<pvertex<<                       //vertex properties
-         "V0b.="<<&vertex2<<                       //vertex properties at "best" track
-         "gamKF.="<<&gamKF<<                          //KF from pvertex
-         "k0KF.="<<&k0KF<<                          //KF from pvertex
-         "lambdaKF.="<<&lambdaKF<<                          //KF from pvertex
-         "alambKF.="<<&lambdaKF<<                          //KF from pvertex
-         "gamKFchi2="<<gamKFchi2<<    //Normalized chi2 from KF assuming gamma momther
-         "gamKFchi2C="<<gamKFchi2C<<    //Normalized chi2 from KF assuming gamma mother+mass constraint
-         "k0KFchi2="<<k0KFchi2<<    //Normalized chi2 from KF assuming K0 mother
-         "lambdaKFchi2="<<lambdaKFchi2<<    //Normalized chi2 from KF assuming Lambda mother
-         "alambKFchi2="<<alambKFchi2<<    //Normalized chi2 from KF assuming lambda_bar mother
-         "ND0="<<normdist[itrack0]<<             //normalize distance for track0
-         "ND1="<<normdist[itrack1]<<             //normalize distance for track1
-         "Gold="<<gold<<                         //
-         // "RejectBase="<<rejectBase<<             //rejection in First itteration
-         "OK="<<v0OK<<
-         "rmin="<<rmin<<
-         "sigmad="<<sigmad<<
-         "Forbid0="<<forbidden[itrack0]<<
-         "Forbid1="<<forbidden[itrack1]<<
-         "\n";
-      }      
-      //      if (rejectBase>0) continue;
-      //if (forbidden[itrack0]>0 ||forbidden[itrack1]>0) continue; 
-      //
-      pvertex->SetStatus(0);
-      //      if (rejectBase) {
-      //       pvertex->SetStatus(-100);
-      //}
-      if (pvertex->GetV0CosineOfPointingAngle()>kMinPointAngle2) {
-       //Bo:     pvertex->SetESDindexes(track0->GetESDtrack()->GetID(),track1->GetESDtrack()->GetID());
-       pvertex->SetIndex(0,track0->GetESDtrack()->GetID());//Bo: consistency 0 for neg
-       pvertex->SetIndex(1,track1->GetESDtrack()->GetID());//Bo: consistency 1 for pos
-       //      if (v0OK==0){
-       if (v0OK){
-         //      AliV0vertex vertexjuri(*track0,*track1);
-         //      vertexjuri.SetESDindexes(track0->fESDtrack->GetID(),track1->fESDtrack->GetID());
-         //      event->AddV0(&vertexjuri);
-         pvertex->SetStatus(100);
-       }
-        pvertex->SetOnFlyStatus(kTRUE);
-        pvertex->ChangeMassHypothesis(kK0Short);
-       event->AddV0(pvertex);
-      }
-    }
-  }
-  //
-  //
-  // delete temporary arrays
-  //  
-  delete[] forbidden;
-  delete[] minPointAngle;
-  delete[] maxr;
-  delete[] minr;
-  delete[] norm;
-  delete[] normdist;
-  delete[] normdist1;
-  delete[] normdist0;
-  delete[] dist;
-  delete[] itsmap;
-  delete[] helixes;
-  delete   pvertex;
-  delete   dummy;
-}
-//------------------------------------------------------------------------
-void AliITSV0Finder::RefitV02(const AliESDEvent *event,
-                               AliITStrackerMI *tracker) 
-{
-  //
-  //try to refit  V0s in the third path of the reconstruction
-  //
-  TTreeSRedirector &cstream = *(tracker->GetDebugStreamer());
-  //
-  Int_t  nv0s = event->GetNumberOfV0s();
-  Float_t primvertex[3]={static_cast<Float_t>(tracker->GetX()),static_cast<Float_t>(tracker->GetY()),static_cast<Float_t>(tracker->GetZ())};
-  AliV0 v0temp;
-  for (Int_t iv0 = 0; iv0<nv0s;iv0++){
-    AliV0 * v0mi = (AliV0*)event->GetV0(iv0);
-    if (!v0mi) continue;
-    Int_t     itrack0   = v0mi->GetIndex(0);
-    Int_t     itrack1   = v0mi->GetIndex(1);
-    AliESDtrack *esd0   = event->GetTrack(itrack0);
-    AliESDtrack *esd1   = event->GetTrack(itrack1);
-    if (!esd0||!esd1) continue;
-    AliITStrackMI tpc0(*esd0);  
-    AliITStrackMI tpc1(*esd1);
-    Double_t x,y,z; v0mi->GetXYZ(x,y,z); //I.B. 
-    Double_t alpha =TMath::ATan2(y,x);   //I.B.
-    if (v0mi->GetRr()>85){
-      if (tpc0.Propagate(alpha,v0mi->GetRr())&&tpc1.Propagate(alpha,v0mi->GetRr())){
-       v0temp.SetParamN(tpc0);
-       v0temp.SetParamP(tpc1);
-       v0temp.Update(primvertex);
-       if (AliITSReconstructor::GetRecoParam()->GetESDV0Params()->StreamLevel()>0) cstream<<"Refit"<<
-         "V0.="<<v0mi<<
-         "V0refit.="<<&v0temp<<
-         "Tr0.="<<&tpc0<<
-         "Tr1.="<<&tpc1<<
-         "\n";
-       //Bo:   if (v0temp.GetDist2()<v0mi->GetDist2() || v0temp.GetV0CosineOfPointingAngle()>v0mi->GetV0CosineOfPointingAngle()){
-       if (v0temp.GetDcaV0Daughters()<v0mi->GetDcaV0Daughters() || v0temp.GetV0CosineOfPointingAngle()>v0mi->GetV0CosineOfPointingAngle()){
-         v0mi->SetParamN(tpc0);
-         v0mi->SetParamP(tpc1);
-         v0mi->Update(primvertex);
-       }
-      }
-      continue;
-    }
-    if (v0mi->GetRr()>35){
-      AliITStrackerMI::CorrectForTPCtoITSDeadZoneMaterial(&tpc0);
-      AliITStrackerMI::CorrectForTPCtoITSDeadZoneMaterial(&tpc1);
-      if (tpc0.Propagate(alpha,v0mi->GetRr())&&tpc1.Propagate(alpha,v0mi->GetRr())){
-       v0temp.SetParamN(tpc0);
-       v0temp.SetParamP(tpc1);
-       v0temp.Update(primvertex);
-       if (AliITSReconstructor::GetRecoParam()->GetESDV0Params()->StreamLevel()>0) cstream<<"Refit"<<
-         "V0.="<<v0mi<<
-         "V0refit.="<<&v0temp<<
-         "Tr0.="<<&tpc0<<
-         "Tr1.="<<&tpc1<<
-         "\n";
-       //Bo:   if (v0temp.GetDist2()<v0mi->GetDist2() || v0temp.GetV0CosineOfPointingAngle()>v0mi->GetV0CosineOfPointingAngle()){
-       if (v0temp.GetDcaV0Daughters()<v0mi->GetDcaV0Daughters() || v0temp.GetV0CosineOfPointingAngle()>v0mi->GetV0CosineOfPointingAngle()){
-         v0mi->SetParamN(tpc0);
-         v0mi->SetParamP(tpc1);
-         v0mi->Update(primvertex);
-       }       
-      }
-      continue;
-    }
-    AliITStrackerMI::CorrectForTPCtoITSDeadZoneMaterial(&tpc0);
-    AliITStrackerMI::CorrectForTPCtoITSDeadZoneMaterial(&tpc1);    
-    //    if (tpc0.Propagate(alpha,v0mi->GetRr())&&tpc1.Propagate(alpha,v0mi->GetRr())){
-    if (tracker->RefitAt(v0mi->GetRr(),&tpc0, v0mi->GetClusters(0)) && 
-       tracker->RefitAt(v0mi->GetRr(),&tpc1, v0mi->GetClusters(1))){
-      v0temp.SetParamN(tpc0);
-      v0temp.SetParamP(tpc1);
-      v0temp.Update(primvertex);
-      if (AliITSReconstructor::GetRecoParam()->GetESDV0Params()->StreamLevel()>0) cstream<<"Refit"<<
-       "V0.="<<v0mi<<
-       "V0refit.="<<&v0temp<<
-       "Tr0.="<<&tpc0<<
-       "Tr1.="<<&tpc1<<
-       "\n";
-      //Bo:      if (v0temp.GetDist2()<v0mi->GetDist2() || v0temp.GetV0CosineOfPointingAngle()>v0mi->GetV0CosineOfPointingAngle()){
-      if (v0temp.GetDcaV0Daughters()<v0mi->GetDcaV0Daughters() || v0temp.GetV0CosineOfPointingAngle()>v0mi->GetV0CosineOfPointingAngle()){
-       v0mi->SetParamN(tpc0);
-       v0mi->SetParamP(tpc1);
-       v0mi->Update(primvertex);
-      }        
-    }    
-  }
-}
-//------------------------------------------------------------------------
-
-
-AliITSV0Finder::~AliITSV0Finder()
-{
-  //
-  //destructor
-  //
-  if (fDebugStreamer) {
-    //fDebugStreamer->Close();
-    delete fDebugStreamer;
-  }
-
-}