]> git.uio.no Git - u/mrichter/AliRoot.git/blobdiff - EMCAL/AliEMCALJetFinderAlgoUA1Revised2.cxx
Added the Jetfinder classes
[u/mrichter/AliRoot.git] / EMCAL / AliEMCALJetFinderAlgoUA1Revised2.cxx
diff --git a/EMCAL/AliEMCALJetFinderAlgoUA1Revised2.cxx b/EMCAL/AliEMCALJetFinderAlgoUA1Revised2.cxx
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+//SARAH'S REVISED PERSONAL COPY!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+
+
+
+/**************************************************************************
+ * Copyright(c) 1998-1999, 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.                  *
+ **************************************************************************/
+
+/*
+$Log$
+
+*/
+
+
+//*--Author: Sarah Blyth (LBL)
+//*--Based on UA1 jet algorithm from LUND JETSET called from EMC-erj
+
+#include "TTask.h"
+#include "AliEMCALJetFinderInput.h"
+#include "AliEMCALJetFinderOutput.h"
+#include "AliEMCALJetFinderAlgo.h"
+#include "AliEMCALJetFinderAlgoUA1Revised2.h"
+#include "AliEMCALJetFinderAlgoUA1Unit.h"
+#include "AliEMCALGeometry.h"
+#include "AliEMCAL.h"
+#include "AliEMCALDigit.h"
+#include "TParticle.h"
+#include "AliRun.h"
+#include "AliEMCALJet.h"
+#include "TMath.h"
+
+
+ClassImp(AliEMCALJetFinderAlgoUA1Revised2)
+
+  AliEMCALJetFinderAlgoUA1Revised2::AliEMCALJetFinderAlgoUA1Revised2()
+{
+  //Default constructor
+if (fDebug>0) Info("AliEMCALJetFinderAlgoUA1Revised","Beginning Default Constructor");
+
+  fNumIter           = 0;
+  fNumUnits          = 13824;     //Number of towers in EMCAL
+  fESeed             = 5.0;       //Default value
+  fConeRad           = 0.5;       //Default value
+  fJetEMin           = 10.0;      //Default value
+  fEtMin             = 0.28;      //Default value
+  fMinMove           = 0.05;      //From original UA1 JetFinder
+  fMaxMove           = 0.15;      //From original UA1 JetFinder
+  fBGMaxMove         = 0.035;     //From original UA1 JetFinder
+  fPtCut             = 0;         
+  fHadCorr           = 0;       
+  fEBGTotal          = 1.0;       //Set to 1 so that no div by zero in first FindJets() loop
+  fEBGTotalOld       = 0.0;
+  fEBGAve            = 0.0;
+  fEnergy            = 0.0;
+  fJetEta            = 0.0;
+  fJetPhi            = 0.0;
+  fEtaInit           = 0.0;
+  fPhiInit           = 0.0;
+  fEtaB              = 0.0;
+  fPhiB              = 0.0;
+  fJetESum           = 0.0;
+  fJetEtaSum         = 0.0;
+  fJetPhiSum         = 0.0;
+  fDEta              = 0.0;
+  fDPhi              = 0.0;
+  fDistP             = 0.0;
+  fDistI             = 0.0;
+  fTempE             = 0.0;
+  fRad               = 2.0;      //Set to 2 to start 
+  fNumInCone         = 0;
+  fNumJets           = 0;
+  fArrayInitialised  = 0;        //Set to FALSE to start
+}
+
+ AliEMCALJetFinderAlgoUA1Revised2::~AliEMCALJetFinderAlgoUA1Revised2()
+   {
+     //Destructor
+     if (fDebug>0) Info("AliEMCALJetFinderAlgoUA1Revised","Beginning Destructor");
+     delete[] fUnit;
+   }
+
+ void AliEMCALJetFinderAlgoUA1Revised2::SetJetFindingParameters
+                               (Int_t numUnits, Float_t eSeed, Float_t coneRad, Float_t jetEMin, Float_t etMin, 
+                               Float_t minMove, Float_t maxMove, Float_t bgMaxMove)
+   {
+     //Sets parameters for the JetFinding algorithm
+     if (fDebug>1) Info("SetJetFindingParameters","Setting parameters for JetFinding");
+
+     SetNumUnits(numUnits);
+     SetJetESeed(eSeed);
+     SetConeRad(coneRad);
+     SetJetEMin(jetEMin);
+     SetEtMin(etMin);
+     SetMinMove(minMove);
+     SetMaxMove(maxMove);
+     SetBGMaxMove(bgMaxMove);
+   }
+
+ void AliEMCALJetFinderAlgoUA1Revised2::SetJetFindingParameters
+                               (Int_t numUnits, Float_t eSeed, Float_t coneRad, Float_t jetEMin, Float_t etMin)
+   {
+     //Sets fewer parameters for the JetFinding algorithm
+     if (fDebug>1) Info("SetJetFindingParameters","Setting parameters for JetFinding");
+
+     SetNumUnits(numUnits);
+     SetJetESeed(eSeed);
+     SetConeRad(coneRad);
+     SetJetEMin(jetEMin);
+     SetEtMin(etMin);
+     SetMinMove(fMinMove);
+     SetMaxMove(fMaxMove);
+     SetBGMaxMove(fBGMaxMove);
+   }
+
+ void AliEMCALJetFinderAlgoUA1Revised2::InitUnitArray()
+   {
+     //Initialises unit array
+     if(fArrayInitialised) delete[] fUnit;
+     fUnit = new AliEMCALJetFinderAlgoUA1Unit[fNumUnits];
+     fArrayInitialised = 1;
+   }
+
+ void AliEMCALJetFinderAlgoUA1Revised2::FillUnitArray(AliEMCALJetFinderAlgoUA1FillUnitFlagType_t flag)
+   {
+     if (fDebug>1) Info("FillUnitArray","Beginning FillUnitArray");
+     AliEMCAL* pEMCAL = (AliEMCAL*) gAlice->GetModule("EMCAL");
+
+         //   if (pEMCAL){ 
+         //         AliEMCALGeometry* geom =  AliEMCALGeometry::GetInstance(pEMCAL->GetTitle(), "");
+         //     }else
+         //    {
+     AliEMCALGeometry* geom =  AliEMCALGeometry::GetInstance("EMCAL_5655_21", "");
+        //    }
+         
+     AliEMCALJetFinderAlgoUA1FillUnitFlagType_t option = flag;
+     Int_t         numTracks, numDigits;
+    
+     //Loops over all elements in the AliEMCALJetFinderAlgoUA1Unit array and 
+     //fills the objects with relevant values from the Data Input object
+     if (fDebug>1) Info("FillUnitArray","Filling array with Unit objects");
+     if (fDebug>1) Info("FillUnitArray","NTracks %i NDigits %i",fInputPointer->GetNTracks(),fInputPointer->GetNDigits());
+        numTracks = fInputPointer->GetNTracks();
+        numDigits = fInputPointer->GetNDigits();
+        TParticle         *myPart;
+        AliEMCALDigit     *myDigit;
+
+        //Fill units with Track info if appropriate
+        if(option==kFillTracksOnly || option ==kFillAll) 
+          {          
+           for(Int_t j=0; j<numTracks; j++)
+           {
+            myPart = fInputPointer->GetTrack(j);
+            Float_t eta = myPart->Eta();
+            Float_t  phi = myPart->Phi();
+            Int_t towerID = geom->TowerIndexFromEtaPhi(eta,180.0/TMath::Pi()*phi);
+            Float_t  pT = myPart->Pt();
+            Float_t unitEnergy = fUnit[towerID-1].GetUnitEnergy(); 
+
+            //Do Hadron Correction
+              if(fHadCorr != 0)
+              {
+                Double_t   fullP = myPart->P();
+                Double_t   hCEnergy = fHadCorr->GetEnergy(fullP, (Double_t)eta);
+                unitEnergy -= hCEnergy*TMath::Sin(myPart->Theta());
+                fUnit[towerID-1].SetUnitEnergy(unitEnergy);
+              } //end Hadron Correction loop 
+            
+            //Do Pt cut on tracks
+            if(fPtCut != 0 && pT < fPtCut) continue;
+
+            fUnit[towerID-1].SetUnitEnergy(unitEnergy+pT);
+
+             }//end tracks loop
+          }//end Tracks condition
+
+
+        //Fill units with Digit info if appropriate
+        if(option ==kFillDigitsOnly || option ==kFillAll)
+          {
+            for(Int_t k=0; k<numDigits; k++)
+           {
+            myDigit = fInputPointer->GetDigit(k);
+             if (fDebug>1) Info("FillUnitArray","getting digits %i %i numdigits",k,numDigits );
+            Int_t towerID = myDigit->GetId();
+            Int_t amplitude = myDigit->GetAmp();     //Gets the integer valued amplitude of the digit
+            Float_t amp = (Float_t)amplitude;        //Need to typecast to Float_t before doing real energy conversion
+            Float_t digitEnergy = amp/10000000.0;    //Factor of 10 million needed to convert!
+            Float_t unitEnergy = fUnit[towerID-1].GetUnitEnergy() + digitEnergy;
+            fUnit[towerID-1].SetUnitEnergy(unitEnergy);
+
+           }//end digits loop
+          }//end digits condition
+
+        //Set all unit flags, Eta, Phi
+        for(Int_t i=0; i<fNumUnits; i++)
+          {
+             if (fDebug>1) Info("FillUnitArray","Setting all units outside jets");
+            fUnit[i].SetUnitFlag(kOutJet);           //Set all units to be outside a jet initially
+            fUnit[i].SetUnitID(i+1);
+            Float_t eta;
+            Float_t phi;
+            geom->EtaPhiFromIndex(fUnit[i].GetUnitID(), eta, phi);
+            fUnit[i].SetUnitEta(eta);
+            fUnit[i].SetUnitPhi(phi*TMath::Pi()/180.0);
+            //      if(i>13000) cout<<"!!!!!!!!!!!!!!!!!For unit0, eta="<<eta<<" and phi="<<phi*TMath::Pi()/180.0<<" and ID="<<fUnit[i].GetUnitID()<<endl;
+            //  if(fUnit[i].GetUnitEnergy()>0) cout<<"Unit ID "<<fUnit[i].GetUnitID() <<"with eta="<<eta<<" and phi="<<phi*TMath::Pi()/180.0<<" has energy="<<fUnit[i].GetUnitEnergy()<<endl;
+          }//end loop over all units in array (same as all towers in EMCAL)
+   }
+
+
+ void AliEMCALJetFinderAlgoUA1Revised2::Sort(AliEMCALJetFinderAlgoUA1Unit *unit, Int_t length)
+ {
+   //Calls the recursive quicksort method to sort unit objects in decending order of Energy
+   if (fDebug>1) Info("Sort","Sorting Unit objects");
+   QS(unit, 0, length-1);
+ }
+  
+
+ void AliEMCALJetFinderAlgoUA1Revised2::QS(AliEMCALJetFinderAlgoUA1Unit *unit, Int_t left, Int_t right)
+ {
+  //Sorts the AliEMCALJetFinderAlgoUA1Unit objects in decending order of Energy
+   if (fDebug>111) Info("QS","QuickSorting Unit objects");   
+
+   Int_t    i;
+   Int_t    j;
+   AliEMCALJetFinderAlgoUA1Unit  unitFirst;
+   AliEMCALJetFinderAlgoUA1Unit  unitSecond;
+
+   i = left;
+   j = right;
+   unitFirst = unit[(left+right)/2];
+
+ do
+  {
+    while( (unit[i].GetUnitEnergy() > unitFirst.GetUnitEnergy()) && (i < right)) i++;
+    while( (unitFirst.GetUnitEnergy() > unit[j].GetUnitEnergy()) && (j > left)) j--;
+
+    if(i <= j)
+      {
+       unitSecond = unit[i];
+       unit[i] = unit[j];
+       unit[j] = unitSecond;
+       i++;
+       j--;
+      }//end if
+  }while(i <= j);
+
+ if(left < j) QS(unit, left, j);
+ if(i < right) QS(unit, i, right);
+ }
+
+
+ void AliEMCALJetFinderAlgoUA1Revised2::FindBG()
+   {
+     //Finds the background energy for the iteration
+     if (fDebug>1) Info("FindBG","Finding Average Background"); 
+
+     fEBGTotal          = 0.0;
+     Int_t numCone      = 0;
+     Int_t numOutWithE  = 0;
+
+     //Loop over all unit objects in the array and sum the energy of those not in a jet
+     //WITH NOMINAL ENERGY!!!
+     for(Int_t i=0; i<fNumUnits; i++)
+       {
+        if(fUnit[i].GetUnitFlag() != kInJet && fUnit[i].GetUnitEnergy()>0.00001)
+          {
+          fEBGTotal += fUnit[i].GetUnitEnergy();
+          numOutWithE++;
+          }
+        else numCone++;
+       }//end for
+
+     fEBGTotalOld = fEBGTotal;
+     fEBGAve = fEBGTotal / numOutWithE;           // /(fNumUnits - numCone);
+     if (fDebug>5) Info("FindBG","Average BG is %f: ",fEBGAve);      
+
+     for(Int_t count=0; count<fNumUnits;count++)
+       {
+        fUnit[count].SetUnitFlag(kOutJet);
+       }//end for
+   }
+
+
+ void AliEMCALJetFinderAlgoUA1Revised2::FindJetEtaPhi(Int_t counter)
+   {
+     //Finds the eta and phi of the jet axis
+     if (fDebug>1) Info("FindJetEtaPhi","Finding Jet Eta and Phi");
+
+     fDEta = fUnit[counter].GetUnitEta() - fEtaInit;
+     fDPhi = fUnit[counter].GetUnitPhi() - fPhiInit;
+
+     fEnergy = fUnit[counter].GetUnitEnergy() - fEBGAve;
+     fJetEtaSum += fEnergy * fDEta;
+     fJetPhiSum += fEnergy * fDPhi;
+     fJetESum += fEnergy;
+     fJetEta = fEtaInit + (fJetEtaSum / fJetESum);
+     fJetPhi = fPhiInit + (fJetPhiSum / fJetESum);
+   }
+
+
+ void AliEMCALJetFinderAlgoUA1Revised2::FindJetEnergy()
+   {
+     //Finds the energy of the jet after the final axis has been found
+     if (fDebug>1) Info("FindJetEnergy","Finding Jet Energy");
+
+     for(Int_t i=0; i<fNumUnits; i++)
+       {
+        //Loop over all unit objects in the array and find if within cone radius
+        Float_t dEta = fUnit[i].GetUnitEta() - fJetEta;
+        Float_t dPhi = fUnit[i].GetUnitPhi() - fJetPhi;
+        Float_t rad = TMath::Sqrt( (dEta*dEta) + (dPhi*dPhi) );
+
+        if(fUnit[i].GetUnitFlag()==kOutJet && rad<= fConeRad)
+          {
+            fUnit[i].SetUnitFlag(kInCurrentJet);
+            Float_t energy = fUnit[i].GetUnitEnergy() - fEBGAve;
+            fJetESum += energy;                             
+            fJetEtaSum += energy * dEta;
+            fJetPhiSum += energy * dPhi;
+            fNumInCone++;                     //Increment the number of cells in the jet cone
+          }//end if
+       }//end for
+   }
+
+
+ void AliEMCALJetFinderAlgoUA1Revised2::StoreJetInfo()
+   {
+     //Stores the resulting jet information in appropriate storage structure (TO BE DECIDED!!!!)
+     if (fDebug>1) Info("StoreJetInfo","Storing Jet Information");
+    
+     //Store:
+     //fJetESum is the final jet energy (background has been subtracted)
+     //fJetEta is the final jet Eta
+     //fJetPhi is the final jet Phi
+     //fNumInCone is the final number of cells included in the jet cone
+     //fEtaInit is the eta of the initiator cell
+     //fPhiInit is the phi of the initiator cell
+     fJet.SetEnergy(fJetESum);
+     fJet.SetEta(fJetEta);
+     fJet.SetPhi(fJetPhi);
+
+      cout<<"For iteration "<<fNumIter <<" and Jet number " <<fNumJets <<endl;
+      cout<<"The jet energy is: " <<fJetESum <<endl;
+      cout<<"The jet eta is ---->" <<fJetEta <<endl;
+      cout<<"The jet phi is ---->" <<fJetPhi <<endl;
+
+     Int_t             numberTracks = fInputPointer->GetNTracks();
+     TParticle         *myP;
+     Int_t             numTracksInCone = 0;
+
+     for(Int_t counter=0; counter<numberTracks; counter++)
+       {
+       myP = fInputPointer->GetTrack(counter);
+       Float_t eta = myP->Eta();
+       Float_t phi = myP->Phi(); 
+       Float_t deta = fJetEta-eta;
+       Float_t dphi = fJetPhi -phi;
+       Float_t rad = TMath::Sqrt( (deta*deta) + (dphi*dphi));
+       if(rad<=fConeRad) numTracksInCone++;
+       }//end for
+
+     Float_t    *pTArray = new Float_t[numTracksInCone];
+     Float_t    *etaArray = new Float_t[numTracksInCone];
+     Float_t    *phiArray = new Float_t[numTracksInCone];
+     Int_t      *pdgArray = new Int_t[numTracksInCone];
+     Int_t             index = 0;
+
+     for(Int_t counter2=0; counter2<numberTracks; counter2++)
+       {
+        myP = fInputPointer->GetTrack(counter2);
+        Float_t eta = myP->Eta();
+         Float_t phi = myP->Phi(); 
+        Float_t deta = fJetEta-eta;
+        Float_t dphi = fJetPhi -phi;
+        Float_t rad = TMath::Sqrt( (deta*deta) + (dphi*dphi));
+        if(rad<=fConeRad)
+          {
+            pTArray[index] = myP->Pt();
+            etaArray[index] = eta;
+            phiArray[index] = phi;
+            pdgArray[index] = myP->GetPdgCode();
+            index++;
+          }//end if
+       }//end for
+
+     fJet.SetTrackList(numTracksInCone,pTArray, etaArray, phiArray, pdgArray);
+     fOutputObject.AddJet(&fJet);
+     delete[] pTArray;
+     delete[] etaArray;
+     delete[] phiArray;
+     delete[] pdgArray;
+   }
+
+
+ void AliEMCALJetFinderAlgoUA1Revised2::FindJets()
+   {
+     //Runs the complete UA1 JetFinding algorithm to find jets!
+     if (fDebug>1) Info("FindJets","Starting Jet Finding!!!");
+
+     //If the array of JetFinderUnit objects has not been initialised then initialise with default settings
+     if(!fArrayInitialised) 
+      {
+       InitUnitArray();
+       FillUnitArray(kFillAll);
+      }//end if
+     if (fDebug>1) Info("FindJets","Unit array filled");
+
+     //Step 1. Sort the array in descending order of Energy
+     Sort(fUnit,fNumUnits);
+
+     //Step 2. Set the number of iterations and Number of jets found to zero to start
+     fNumIter = 0;
+     fNumJets = 0;
+
+     //Step 3. Begin the iteration loop to find jets
+     //Need to iterate the algorithm while number of iterations<2 OR number of iterations<10 AND 
+     //the value of the average background has changed more than specified amount
+     //Min iterations = 2, Max iterations = 10
+     //while(fNumIter<2 || (fNumIter <10 && ( (fEBGTotal-fEBGTotalOld)/fEBGTotal) > fBGMaxMove) )
+
+     while(fNumIter<2 || (fNumIter <10 && ( fEBGTotal-fEBGTotalOld) > fEBGTotal*fBGMaxMove) )
+       {
+        if (fDebug>1) Info("FindJets","Starting BIG iteration ---> %i",fNumIter);
+
+         //Step 4. Find the value of the average background energy
+        FindBG();
+        fOutputObject.Reset(kResetJets); //Reset output object to store info for new iteration
+        fNumJets=0;
+
+        //Loop over the array of unit objects and flag those with energy below MinCellEt
+         Int_t numbelow = 0;
+        for(Int_t j=0; j<fNumUnits; j++)
+          {
+            if( (fUnit[j].GetUnitEnergy()-fEBGAve) < fEtMin)
+               {       
+                  fUnit[j].SetUnitFlag(kBelowMinEt);
+                  numbelow++;
+               // if (fDebug>1) Info("FindJets","Below Min Et: %i",j);
+                }//end if
+          }//end for
+
+        //Do quick check if there are no jets upfront
+        if(fUnit[0].GetUnitFlag() == kBelowMinEt)
+          {
+            cout <<"There are no jets for this event!" <<endl;
+           break;
+          }//end if
+
+         //Step 5. Begin with the first jet candidate cell (JET SEED LOOP)
+         if (fDebug>5) Info("FindJets","Beginning JET SEED LOOP");
+        for(Int_t count=0; count<fNumUnits; count++)
+          {
+
+//CHECK CONDITION HERE _ NOT SURE IF SHOULD MAYBE BE: GetUnitEnergy()-fEBGAve >fESeed?????????????????????????????
+            if(fUnit[count].GetUnitEnergy()>=fESeed && fUnit[count].GetUnitFlag()==kOutJet)
+              {
+                fEnergy = fUnit[count].GetUnitEnergy() - fEBGAve;
+                fJetEta = fUnit[count].GetUnitEta();
+                fJetPhi = fUnit[count].GetUnitPhi();
+                Int_t seedID = fUnit[count].GetUnitID();
+                 if (fDebug>5) Info("FindJets","Inside first candidate jet seed loop for time : %i", count);
+                 if (fDebug>5) Info("FindJets","Found candidate energy %f ",fEnergy);
+                 if (fDebug>5) Info("FindJets","Found candidate eta %f ", fJetEta);
+                 if (fDebug>5) Info("FindJets","Found candidate phi %f ", fJetPhi);
+                if (fDebug>5) Info("FindJets","Found candidate ID %i", seedID);
+
+                fEtaInit = fJetEta;
+                fPhiInit = fJetPhi;
+                fEtaB = fJetEta;
+                fPhiB = fJetPhi;
+                fJetESum = 0.0;
+                fJetEtaSum = 0.0;
+                fJetPhiSum = 0.0;
+       
+         //Step 6. Find Jet Eta and Phi
+                //Loop over all units in the array to find the ones in the jet cone and determine contrib to Jet eta, phi
+                do
+                  {
+                    for(Int_t count1=0; count1<fNumUnits; count1++)               
+                      {
+                        if(fUnit[count1].GetUnitID() == seedID) continue;   //skip unit if the jetseed to avoid doublecounting
+                        if(fUnit[count1].GetUnitFlag() == kOutJet)
+                          {
+                            fDEta = fUnit[count1].GetUnitEta() - fJetEta;
+                            fDPhi = fUnit[count1].GetUnitPhi() - fJetPhi;
+                            fRad = TMath::Sqrt( (fDEta*fDEta) + (fDPhi*fDPhi) );
+                            if(fRad <= fConeRad)
+                              {
+                                FindJetEtaPhi(count1); 
+                              }//end if
+                          }//end if
+                      }//end for (Jet Eta, Phi LOOP)
+                            
+                     //Find the distance cone centre moved from previous cone centre
+                     if (fDebug>10) Info("FindJets","Checking if cone move small enough");
+                     fDistP = TMath::Sqrt( ((fJetEta-fEtaB)*(fJetEta-fEtaB)) + ((fJetPhi-fPhiB)*(fJetPhi-fPhiB)) );
+                     //     if(fDistP <= fMinMove) break;
+                            
+
+                     //Find the distance cone centre is from initiator cell
+                     if (fDebug>10) Info("FindJets","Checking if cone move too large");
+                     fDistI = TMath::Sqrt( ((fJetEtaSum/fJetESum)*(fJetEtaSum/fJetESum)) + ((fJetPhiSum/fJetESum)*
+                                                                                                   (fJetPhiSum/fJetESum)));
+
+                     if(fDistP>fMinMove && fDistI<fMaxMove)
+                       {
+                         fEtaB = fJetEta;
+                         fPhiB = fJetPhi;
+                       }//end if
+                
+                  }while(fDistP>fMinMove && fDistI<fMaxMove);
+                         
+                fJetEta = fEtaB;
+                fJetPhi = fPhiB;
+
+
+       //Step 7. Find the Jet Energy
+                 if (fDebug>1) Info("FindJets","Looking for Jet energy");
+                fJetESum = 0.0;
+                fJetEtaSum = 0.0;
+                fJetPhiSum = 0.0;
+                fNumInCone = 0;
+                FindJetEnergy();
+
+       //Step 8. Check if the jet is a valid jet
+                //Check if cluster energy is above Min allowed to be a jet
+//DID NOT DO THE COSH COMPARISON HERE -> NEED TO CHECK WHICH COMPARISON IS BEST!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+                 if (fDebug>5) Info("FindJets","Checking cluster is valid jet");
+                if(fJetESum < fJetEMin)
+                  {
+                    for(Int_t count2=0; count2<fNumUnits; count2++)
+                      {
+                        if(fUnit[count2].GetUnitFlag()==kInCurrentJet || fUnit[count2].GetUnitFlag()==kOutJet)
+                          fUnit[count2].SetUnitFlag(kOutJet);
+                      }//end for
+                   if (fDebug>10) Info("FindJets","NOT a valid jet cell");
+                 }else
+                   {
+                    for(Int_t count2=0; count2<fNumUnits; count2++)
+                      {
+                        if(fUnit[count2].GetUnitFlag()==kInCurrentJet)
+                          {
+                            //      cout<<"Setting unit #"<<count2 <<" to be officially in a jet!"<<endl;
+                           fUnit[count2].SetUnitFlag(kInJet);
+                          }
+                      }//end for                       
+
+ //NEED TO CHECK FINAL WEIRD ITERATION OF ETA AND PHI CHANGES!!!!!!!!!
+                    //  fJetPhi += fJetPhiSum/fJetESum;        //CHECK!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+                    //  fJetEta += fJetEtaSum/fJetESum;        //CHECK!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+
+                    fNumJets++;              //Incrementing number of jets found
+                    StoreJetInfo();          //Storing jet info
+
+                }//end if (check cluster above Min Jet Energy)
+              }//end if (Jet Seed condition)
+          }//end (JET SEED LOOP)
+
+if (fDebug>5) Info("FindJets","End of BIG iteration number %i",fNumIter);
+// this->Dump();
+        fNumIter++;
+       }//end 10 iteration WHILE LOOP
+ }
+
+
+
+
+
+
+
+
+
+
+