[u/mrichter/AliRoot.git] / JETAN / AliFastJetFinder.cxx

/**************************************************************************
 * 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.                  *
 **************************************************************************/
 

//---------------------------------------------------------------------
// FastJet v2.3.4 finder algorithm interface
// Last modification: Neutral cell energy included in the jet reconstruction
//
// Authors: Rafael.Diaz.Valdes@cern.ch
//          Magali.estienne@subatech.in2p3.fr (neutral part + bg subtraction option)
//
//---------------------------------------------------------------------


#include <Riostream.h>
#include <TLorentzVector.h>
#include <TFile.h>
#include <TH1F.h>
#include <TH2F.h>
#include <TArrayF.h>
#include <TClonesArray.h>

#include "AliFastJetFinder.h"
#include "AliFastJetHeaderV1.h"
#include "AliJetReaderHeader.h"
#include "AliJetReader.h"
#include "AliJetUnitArray.h"
#include "AliFastJetInput.h"
#include "AliJetBkg.h"
#include "AliAODJetEventBackground.h"
#include "AliAODTrack.h"

#include "fastjet/PseudoJet.hh"
#include "fastjet/ClusterSequenceArea.hh"
#include "fastjet/AreaDefinition.hh"
#include "fastjet/JetDefinition.hh"
// get info on how fastjet was configured
#include "fastjet/config.h"

#ifdef ENABLE_PLUGIN_SISCONE
#include "fastjet/SISConePlugin.hh"
#endif

#include<sstream>  // needed for internal io
#include<vector> 
#include <cmath> 

using namespace std;


ClassImp(AliFastJetFinder)


//____________________________________________________________________________

AliFastJetFinder::AliFastJetFinder():
  AliJetFinder(),
  fInputFJ(new AliFastJetInput()),
  fJetBkg(new  AliJetBkg())
{
  // Constructor
}

//____________________________________________________________________________

AliFastJetFinder::~AliFastJetFinder()
{
  // destructor
  delete  fInputFJ; fInputFJ = 0;
  delete  fJetBkg; fJetBkg = 0;
}

//______________________________________________________________________________
void AliFastJetFinder::FindJets()
{

  //pick up fastjet header
  AliFastJetHeaderV1 *header = (AliFastJetHeaderV1*)fHeader;
  Int_t  debug  = header->GetDebug();     // debug option
  Bool_t bgMode = header->GetBGMode();    // choose to subtract BG or not
  if(debug)cout<<"----------in AliFastJetFinder::FindJets() ------------------"<<endl;

  // check if we are reading AOD jets
  /* NOT used
  TRefArray *refs = 0;
  Bool_t fromAod = !strcmp(fReader->ClassName(),"AliJetAODReader");
  if (fromAod) { refs = fReader->GetReferences(); }
  */
  // RUN ALGORITHM  
  // read input particles -----------------------------

  vector<fastjet::PseudoJet> inputParticles=fInputFJ->GetInputParticles();
  if(inputParticles.size()==0){
    if(debug)Printf("%s:%d No input particles found, skipping event",(char*)__FILE__,__LINE__);
    return;
  }

  // create an object that represents your choice of jet algorithm, and 
  // the associated parameters
  double rParam = header->GetRparam();
  fastjet::Strategy strategy = header->GetStrategy();
  fastjet::RecombinationScheme recombScheme = header->GetRecombScheme();
  fastjet::JetAlgorithm algorithm = header->GetAlgorithm(); 
  fastjet::JetDefinition jetDef(algorithm, rParam, recombScheme, strategy);

  // create an object that specifies how we to define the area
  fastjet::AreaDefinition areaDef;
  double ghostEtamax = header->GetGhostEtaMax(); 
  double ghostArea   = header->GetGhostArea(); 
  int    activeAreaRepeats = header->GetActiveAreaRepeats(); 
  
  // now create the object that holds info about ghosts
  fastjet::GhostedAreaSpec ghostSpec(ghostEtamax, activeAreaRepeats, ghostArea);
  // and from that get an area definition
  fastjet::AreaType areaType = header->GetAreaType();
  areaDef = fastjet::AreaDefinition(areaType,ghostSpec);
  

  if(bgMode) // BG subtraction!!!!!!!!!! Not entering here
    {
      //***************************** JETS FINDING AND EXTRACTION
      // run the jet clustering with the above jet definition
      fastjet::ClusterSequenceArea clust_seq(inputParticles, jetDef, areaDef);

      // save a comment in the header
      
      TString comment = "Running FastJet algorithm with the following setup. ";
      comment+= "Jet definition: ";
      comment+= TString(jetDef.description());
      comment+= ". Area definition: ";
      comment+= TString(areaDef.description());
      comment+= ". Strategy adopted by FastJet: ";
      comment+= TString(clust_seq.strategy_string());
      header->SetComment(comment);
      if(debug){
	cout << "--------------------------------------------------------" << endl;
	cout << comment << endl;
	cout << "--------------------------------------------------------" << endl;
      }
      //header->PrintParameters();
      
      
      // extract the inclusive jets with pt > ptmin, sorted by pt
      double ptmin = header->GetPtMin(); 
      vector<fastjet::PseudoJet> inclusiveJets = clust_seq.inclusive_jets(ptmin);
      
      //cout << "Number of unclustered particles: " << clust_seq.unclustered_particles().size() << endl;
      
      
      //subtract background // ===========================================
      // set the rapididty , phi range within which to study the background 
      double rapMax = header->GetRapMax(); 
      double rapMin = header->GetRapMin();
      double phiMax = header->GetPhiMax();
      double phiMin = header->GetPhiMin();
      fastjet::RangeDefinition range(rapMin, rapMax, phiMin, phiMax);
      
      // subtract background
      vector<fastjet::PseudoJet> subJets =  clust_seq.subtracted_jets(range,ptmin);  
      
      // print out
      //cout << "Printing inclusive sub jets with pt > "<< ptmin<<" GeV\n";
      //cout << "---------------------------------------\n";
      //cout << endl;
      //printf(" ijet   rap      phi        Pt         area  +-   err\n");
      
      // sort jets into increasing pt
      vector<fastjet::PseudoJet> jets = sorted_by_pt(subJets);  
      for (size_t j = 0; j < jets.size(); j++) { // loop for jets
	
	double area     = clust_seq.area(jets[j]);
	double areaError = clust_seq.area_error(jets[j]);
	
	if(debug) printf("Jet found %5d %9.5f %8.5f %10.3f %8.3f +- %6.3f\n", (Int_t)j,jets[j].rap(),jets[j].phi(),jets[j].perp(), area, areaError);
	
	// go to write AOD  info
	AliAODJet aodjet (jets[j].px(), jets[j].py(), jets[j].pz(), jets[j].E());
	//cout << "Printing jet " << endl;
	if(debug) aodjet.Print("");
	//cout << "Adding jet ... " ;
	AddJet(aodjet);
	//cout << "added \n" << endl;
	
      }
    }


  else { // No BG subtraction!!!!!!!! Default header is bgmode=0.
   
    TClonesArray* fUnit = fReader->GetUnitArray(); //Big mmentum array
    if(fUnit == 0) { cout << "Could not get the momentum array" << endl; return; }
    Int_t         nIn = fUnit->GetEntries();

 
    //fastjet::ClusterSequence clust_seq(inputParticles, jetDef); 
    fastjet::ClusterSequenceArea clust_seq(inputParticles, jetDef, areaDef);
   
    // save a comment in the header
    
    TString comment = "Running FastJet algorithm with the following setup. ";
    comment+= "Jet definition: ";
    comment+= TString(jetDef.description());
    comment+= ". Strategy adopted by FastJet: ";
    comment+= TString(clust_seq.strategy_string());
    header->SetComment(comment);
    if(debug){
      cout << "--------------------------------------------------------" << endl;
      cout << comment << endl;
      cout << "--------------------------------------------------------" << endl;
    }
    //header->PrintParameters();
  
      // extract the inclusive jets with pt > ptmin, sorted by pt
    double ptmin = header->GetPtMin(); 
    vector<fastjet::PseudoJet> inclusiveJets = clust_seq.inclusive_jets(ptmin);
    
    //cout << "Number of unclustered particles: " << clust_seq.unclustered_particles().size() << endl;
    
    vector<fastjet::PseudoJet> jets = sorted_by_pt(inclusiveJets); // Added by me
    for (size_t j = 0; j < jets.size(); j++) { // loop for jets     // Added by me
      
      if(debug) printf("Jet found %5d %9.5f %8.5f %10.3f \n",(Int_t)j,jets[j].rap(),jets[j].phi(),jets[j].perp());

      vector<fastjet::PseudoJet> constituents = clust_seq.constituents(jets[j]);
      int nCon= constituents.size();
      TArrayI ind(nCon);
      Double_t area=clust_seq.area(jets[j]);
      // go to write AOD  info
      AliAODJet aodjet (jets[j].px(), jets[j].py(), jets[j].pz(), jets[j].E());
      aodjet.SetEffArea(area,0);
      //cout << "Printing jet " << endl;
      if(debug) aodjet.Print("");
      Int_t count=0;
      for (int i=0; i < nCon; i++)
	{
	fastjet::PseudoJet mPart=constituents[i];
	ind[i]=mPart.user_index();
	//	cout<<i<<"  index="<<ind[i]<<endl;
	
	//internal loop over all the unit cells
	Int_t ipart = 0;
	//	count=0;
	for(Int_t ii=0; ii<nIn; ii++) 
	  {
	    AliJetUnitArray *uArray = (AliJetUnitArray*)fUnit->At(ii);
	    if(uArray->GetUnitEnergy()>0.){
	      uArray->SetUnitTrackID(ipart);//used to have the index available in AliJEtBkg
	      if(ipart==ind[i]){
		TRefArray* trackArray = (TRefArray*)uArray->GetUnitTrackRef();
		Int_t tracksInCell = trackArray->GetEntries();
		for(int ji = 0; ji < tracksInCell; ji++){
		  AliAODTrack * track = (AliAODTrack*)trackArray->At(ji);
		  aodjet.AddTrack(track);
		}

		count++;
	      }
	      ipart++;
	    }
	  }
      }

    
      AddJet(aodjet);
           
    } // end loop for jets
  } 

}

//____________________________________________________________________________
void AliFastJetFinder::RunTest(const char* datafile)

{

   // This simple test run the kt algorithm for an ascii file testdata.dat
   // read input particles -----------------------------
  vector<fastjet::PseudoJet> inputParticles;
  Float_t px,py,pz,en;
  ifstream in;
  Int_t nlines = 0;
  // we assume a file basic.dat in the current directory
  // this file has 3 columns of float data
  in.open(datafile);
  while (1) {
      in >> px >> py >> pz >> en;
      if (!in.good()) break;
      //printf("px=%8f, py=%8f, pz=%8fn",px,py,pz);
      nlines++;
      inputParticles.push_back(fastjet::PseudoJet(px,py,pz,en)); 
   }
   //printf(" found %d pointsn",nlines);
   in.close();
   //////////////////////////////////////////////////
 
  // create an object that represents your choice of jet algorithm, and 
  // the associated parameters
  double rParam = 1.0;
  fastjet::Strategy strategy = fastjet::Best;
  fastjet::RecombinationScheme recombScheme = fastjet::BIpt_scheme;
  fastjet::JetDefinition jetDef(fastjet::kt_algorithm, rParam, recombScheme, strategy);
  
  
  // create an object that specifies how we to define the area
  fastjet::AreaDefinition areaDef;
  double ghostEtamax = 7.0;
  double ghostArea    = 0.05;
  int    activeAreaRepeats = 1;
  

  // now create the object that holds info about ghosts
  fastjet::GhostedAreaSpec ghostSpec(ghostEtamax, activeAreaRepeats, ghostArea);
  // and from that get an area definition
  areaDef = fastjet::AreaDefinition(fastjet::active_area,ghostSpec);
  

  // run the jet clustering with the above jet definition
  fastjet::ClusterSequenceArea clust_seq(inputParticles, jetDef, areaDef);
  
  
  // tell the user what was done
  cout << "--------------------------------------------------------" << endl;
  cout << "Jet definition was: " << jetDef.description() << endl;
  cout << "Area definition was: " << areaDef.description() << endl;
  cout << "Strategy adopted by FastJet was "<< clust_seq.strategy_string()<<endl<<endl;
  cout << "--------------------------------------------------------" << endl;
 
  
  // extract the inclusive jets with pt > 5 GeV, sorted by pt
  double ptmin = 5.0;
  vector<fastjet::PseudoJet> inclusiveJets = clust_seq.inclusive_jets(ptmin);
  
  cout << "Number of unclustered particles: " << clust_seq.unclustered_particles().size() << endl;
 
 
  //subtract background // ===========================================
  // set the rapididty range within which to study the background 
  double rapMax = ghostEtamax - rParam;
  fastjet::RangeDefinition range(rapMax);
  // subtract background
  vector<fastjet::PseudoJet> subJets =  clust_seq.subtracted_jets(range,ptmin);  
  
  // print them out //================================================
  cout << "Printing inclusive jets  after background subtraction \n";
  cout << "------------------------------------------------------\n";
  // sort jets into increasing pt
  vector<fastjet::PseudoJet> jets = sorted_by_pt(subJets);  

  printf(" ijet   rap      phi        Pt         area  +-   err\n");
  for (size_t j = 0; j < jets.size(); j++) {

    double area     = clust_seq.area(jets[j]);
    double areaError = clust_seq.area_error(jets[j]);

    printf("%5d %9.5f %8.5f %10.3f %8.3f +- %6.3f\n",(Int_t)j,jets[j].rap(),
	   jets[j].phi(),jets[j].perp(), area, areaError);
  }
  cout << endl;
  // ================================================================

  
}

//____________________________________________________________________________

void AliFastJetFinder::WriteJHeaderToFile() const
{
  fHeader->Write();
}

//____________________________________________________________________________

Float_t  AliFastJetFinder::EtaToTheta(Float_t arg)
{
  //  return (180./TMath::Pi())*2.*atan(exp(-arg));
  return 2.*atan(exp(-arg));


}

//____________________________________________________________________________

void AliFastJetFinder::InitTask(TChain *tree)
{

  printf("Fast jet finder initialization ******************");
  fReader->CreateTasks(tree);

}


Bool_t AliFastJetFinder::ProcessEvent()
{
  //
  // Process one event
  // from meomntum array

  Bool_t ok = fReader->FillMomentumArray();

  if (!ok) return kFALSE;
  fInputFJ->SetHeader(fHeader);
  fInputFJ->SetReader(fReader);
  fInputFJ->FillInput();
  // Jets
  FindJets(); 


  if( fAODEvBkg){
    fJetBkg->SetHeader(fHeader);
    fJetBkg->SetReader(fReader);
    Double_t sigma1 = 0,meanarea1= 0,sigma2 = 0,meanarea2 = 0;
    Double_t bkg1 = 0,bkg2 = 0;
    
    fJetBkg->SetFastJetInput(fInputFJ);
    fJetBkg->BkgFastJetb(bkg1,sigma1,meanarea1);
    fJetBkg->BkgFastJetWoHardest(bkg2,sigma2,meanarea2);
    fAODEvBkg->SetBackground(0,bkg1,sigma1,meanarea1);
    fAODEvBkg->SetBackground(1,bkg2,sigma2,meanarea2);
  }


  /*
  fJetBkg->SetFastJetInput(fInputFJ);
  Double_t bkg1=fJetBkg->BkgFastJet();
  Double_t bkg2=fJetBkg->BkgChargedFastJet();
  Double_t bkg3=fJetBkg->BkgFastJetCone(fAODjets);
  Double_t bkg4=fJetBkg->BkgRemoveJetLeading(fAODjets);
  
  fAODEvBkg->SetBackground(0,bkg1);
  fAODEvBkg->SetBackground(1,bkg2);
  fAODEvBkg->SetBackground(2,bkg3);
  fAODEvBkg->SetBackground(3,bkg4);
  */
  Reset();  
  return kTRUE;

}

Bool_t AliFastJetFinder::ProcessEvent2()
{
  //
  // Process one event
  // Charged only or charged+neutral jets
  //

  TRefArray* ref = new TRefArray();
  Bool_t procid = kFALSE;
  Bool_t ok = fReader->ExecTasks(procid,ref);

  // Delete reference pointer  
  if (!ok) {delete ref; return kFALSE;}
  
  // Leading particles
  fInputFJ->SetHeader(fHeader);
  fInputFJ->SetReader(fReader);
  fInputFJ->FillInput();
  
  // Jets
  FindJets();
  
  if( fAODEvBkg){
    fJetBkg->SetHeader(fHeader);
    fJetBkg->SetReader(fReader);
    fJetBkg->SetFastJetInput(fInputFJ);
    Double_t sigma1,meanarea1,sigma2,meanarea2;
    Double_t bkg1,bkg2;
    fJetBkg->BkgFastJetb(bkg1,sigma1,meanarea1);
    fJetBkg->BkgFastJetWoHardest(bkg2,sigma2,meanarea2);
    fAODEvBkg->SetBackground(0,bkg1,sigma1,meanarea1);
    fAODEvBkg->SetBackground(1,bkg2,sigma2,meanarea2);
  }


//  Double_t bkg1=fJetBkg->BkgFastJet();
//  Double_t bkg2=fJetBkg->BkgChargedFastJet();
//  Double_t bkg3=fJetBkg->BkgFastJetCone(fAODjets);
//  Double_t bkg4=fJetBkg->BkgRemoveJetLeading(fAODjets);
  
//  fAODEvBkg->SetBackground(0,bkg1);
//  fAODEvBkg->SetBackground(1,bkg2);
//  fAODEvBkg->SetBackground(2,bkg3);
//  fAODEvBkg->SetBackground(3,bkg4);
  
  Int_t nEntRef    = ref->GetEntries();

  for(Int_t i=0; i<nEntRef; i++)
    { 
      // Reset the UnitArray content which were referenced
      ((AliJetUnitArray*)ref->At(i))->SetUnitTrackID(0);
      ((AliJetUnitArray*)ref->At(i))->SetUnitEnergy(0.);
      ((AliJetUnitArray*)ref->At(i))->SetUnitCutFlag(kPtSmaller);
      ((AliJetUnitArray*)ref->At(i))->SetUnitCutFlag2(kPtSmaller);
      ((AliJetUnitArray*)ref->At(i))->SetUnitSignalFlag(kBad);
      ((AliJetUnitArray*)ref->At(i))->SetUnitSignalFlagC(kTRUE,kBad);
      ((AliJetUnitArray*)ref->At(i))->SetUnitDetectorFlag(kTpc);
      ((AliJetUnitArray*)ref->At(i))->SetUnitFlag(kOutJet);
      ((AliJetUnitArray*)ref->At(i))->ClearUnitTrackRef();

      // Reset process ID
      AliJetUnitArray* uA = (AliJetUnitArray*)ref->At(i);
      uA->ResetBit(kIsReferenced);
      uA->SetUniqueID(0);     
    }

  // Delete the reference pointer
  ref->Delete();
  delete ref;

  Reset();

  return kTRUE;
}
Commit	Line	Data
a17e6965	1	/**************************************************************************
	2	* Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *
	3	* *
	4	* Author: The ALICE Off-line Project. *
	5	* Contributors are mentioned in the code where appropriate. *
	6	* *
	7	* Permission to use, copy, modify and distribute this software and its *
	8	* documentation strictly for non-commercial purposes is hereby granted *
	9	* without fee, provided that the above copyright notice appears in all *
	10	* copies and that both the copyright notice and this permission notice *
	11	* appear in the supporting documentation. The authors make no claims *
	12	* about the suitability of this software for any purpose. It is *
	13	* provided "as is" without express or implied warranty. *
	14	**************************************************************************/
	15
392c9b47	16
a17e6965	17	//---------------------------------------------------------------------
392c9b47	18	// FastJet v2.3.4 finder algorithm interface
8838ab7a	19	// Last modification: Neutral cell energy included in the jet reconstruction
	20	//
	21	// Authors: Rafael.Diaz.Valdes@cern.ch
	22	// Magali.estienne@subatech.in2p3.fr (neutral part + bg subtraction option)
392c9b47	23	//
a17e6965	24	//---------------------------------------------------------------------
a17e6965	25
8838ab7a	26
a17e6965	27	#include <Riostream.h>
	28	#include <TLorentzVector.h>
	29	#include <TFile.h>
	30	#include <TH1F.h>
	31	#include <TH2F.h>
	32	#include <TArrayF.h>
a17e6965	33	#include <TClonesArray.h>
	34
	35	#include "AliFastJetFinder.h"
8838ab7a	36	#include "AliFastJetHeaderV1.h"
a17e6965	37	#include "AliJetReaderHeader.h"
a17e6965	38	#include "AliJetReader.h"
8838ab7a	39	#include "AliJetUnitArray.h"
d1993270	40	#include "AliFastJetInput.h"
d1993270	41	#include "AliJetBkg.h"
b8bf1e90	42	#include "AliAODJetEventBackground.h"
a38beabd	43	#include "AliAODTrack.h"
392c9b47	44
	45	#include "fastjet/PseudoJet.hh"
	46	#include "fastjet/ClusterSequenceArea.hh"
	47	#include "fastjet/AreaDefinition.hh"
	48	#include "fastjet/JetDefinition.hh"
	49	// get info on how fastjet was configured
	50	#include "fastjet/config.h"
	51
	52	#ifdef ENABLE_PLUGIN_SISCONE
	53	#include "fastjet/SISConePlugin.hh"
	54	#endif
	55
	56	#include<sstream> // needed for internal io
	57	#include<vector>
	58	#include <cmath>
	59
	60	using namespace std;
a17e6965	61
a17e6965	62
9157b9c9	63	ClassImp(AliFastJetFinder)
8838ab7a	64
8838ab7a	65
392c9b47	66	//____________________________________________________________________________
a17e6965	67
a17e6965	68	AliFastJetFinder::AliFastJetFinder():
856618e7	69	AliJetFinder(),
287697fc	70	fInputFJ(new AliFastJetInput()),
287697fc	71	fJetBkg(new AliJetBkg())
a17e6965	72	{
	73	// Constructor
	74	}
	75
392c9b47	76	//____________________________________________________________________________
a17e6965	77
a17e6965	78	AliFastJetFinder::~AliFastJetFinder()
a17e6965	79	{
a17e6965	80	// destructor
287697fc	81	delete fInputFJ; fInputFJ = 0;
287697fc	82	delete fJetBkg; fJetBkg = 0;
a17e6965	83	}
a17e6965	84
392c9b47	85	//______________________________________________________________________________
a17e6965	86	void AliFastJetFinder::FindJets()
a17e6965	87	{
d56792bf	88
392c9b47	89	//pick up fastjet header
8838ab7a	90	AliFastJetHeaderV1 header = (AliFastJetHeaderV1)fHeader;
cc6a2227	91	Int_t debug = header->GetDebug(); // debug option
8838ab7a	92	Bool_t bgMode = header->GetBGMode(); // choose to subtract BG or not
d56792bf	93	if(debug)cout<<"----------in AliFastJetFinder::FindJets() ------------------"<<endl;
392c9b47	94
392c9b47	95	// check if we are reading AOD jets
8ddcf605	96	/* NOT used
392c9b47	97	TRefArray *refs = 0;
	98	Bool_t fromAod = !strcmp(fReader->ClassName(),"AliJetAODReader");
	99	if (fromAod) { refs = fReader->GetReferences(); }
8ddcf605	100	*/
392c9b47	101	// RUN ALGORITHM
392c9b47	102	// read input particles -----------------------------
d1993270	103
d1993270	104	vector<fastjet::PseudoJet> inputParticles=fInputFJ->GetInputParticles();
03ecc336	105	if(inputParticles.size()==0){
0f5f5d71	106	if(debug)Printf("%s:%d No input particles found, skipping event",(char*)__FILE__,__LINE__);
03ecc336	107	return;
03ecc336	108	}
d1993270	109
392c9b47	110	// create an object that represents your choice of jet algorithm, and
392c9b47	111	// the associated parameters
3dda898d	112	double rParam = header->GetRparam();
392c9b47	113	fastjet::Strategy strategy = header->GetStrategy();
3dda898d	114	fastjet::RecombinationScheme recombScheme = header->GetRecombScheme();
392c9b47	115	fastjet::JetAlgorithm algorithm = header->GetAlgorithm();
d1993270	116	fastjet::JetDefinition jetDef(algorithm, rParam, recombScheme, strategy);
8838ab7a	117
392c9b47	118	// create an object that specifies how we to define the area
3dda898d	119	fastjet::AreaDefinition areaDef;
	120	double ghostEtamax = header->GetGhostEtaMax();
	121	double ghostArea = header->GetGhostArea();
	122	int activeAreaRepeats = header->GetActiveAreaRepeats();
392c9b47	123
392c9b47	124	// now create the object that holds info about ghosts
d1993270	125	fastjet::GhostedAreaSpec ghostSpec(ghostEtamax, activeAreaRepeats, ghostArea);
392c9b47	126	// and from that get an area definition
3dda898d	127	fastjet::AreaType areaType = header->GetAreaType();
d1993270	128	areaDef = fastjet::AreaDefinition(areaType,ghostSpec);
392c9b47	129
a38beabd	130
	131
	132
	133
	134	if(bgMode) // BG subtraction!!!!!!!!!! Not entering here
8838ab7a	135	{
	136	//***************************** JETS FINDING AND EXTRACTION
	137	// run the jet clustering with the above jet definition
d1993270	138	fastjet::ClusterSequenceArea clust_seq(inputParticles, jetDef, areaDef);
392c9b47	139
8838ab7a	140	// save a comment in the header
	141
	142	TString comment = "Running FastJet algorithm with the following setup. ";
	143	comment+= "Jet definition: ";
d1993270	144	comment+= TString(jetDef.description());
8838ab7a	145	comment+= ". Area definition: ";
3dda898d	146	comment+= TString(areaDef.description());
8838ab7a	147	comment+= ". Strategy adopted by FastJet: ";
	148	comment+= TString(clust_seq.strategy_string());
	149	header->SetComment(comment);
	150	if(debug){
	151	cout << "--------------------------------------------------------" << endl;
	152	cout << comment << endl;
	153	cout << "--------------------------------------------------------" << endl;
	154	}
	155	//header->PrintParameters();
	156
	157
	158	// extract the inclusive jets with pt > ptmin, sorted by pt
	159	double ptmin = header->GetPtMin();
3dda898d	160	vector<fastjet::PseudoJet> inclusiveJets = clust_seq.inclusive_jets(ptmin);
8838ab7a	161
	162	//cout << "Number of unclustered particles: " << clust_seq.unclustered_particles().size() << endl;
	163
	164
	165	//subtract background // ===========================================
	166	// set the rapididty , phi range within which to study the background
3dda898d	167	double rapMax = header->GetRapMax();
	168	double rapMin = header->GetRapMin();
	169	double phiMax = header->GetPhiMax();
	170	double phiMin = header->GetPhiMin();
	171	fastjet::RangeDefinition range(rapMin, rapMax, phiMin, phiMax);
8838ab7a	172
8838ab7a	173	// subtract background
3dda898d	174	vector<fastjet::PseudoJet> subJets = clust_seq.subtracted_jets(range,ptmin);
8838ab7a	175
	176	// print out
	177	//cout << "Printing inclusive sub jets with pt > "<< ptmin<<" GeV\n";
	178	//cout << "---------------------------------------\n";
	179	//cout << endl;
	180	//printf(" ijet rap phi Pt area +- err\n");
	181
	182	// sort jets into increasing pt
3dda898d	183	vector<fastjet::PseudoJet> jets = sorted_by_pt(subJets);
8838ab7a	184	for (size_t j = 0; j < jets.size(); j++) { // loop for jets
	185
	186	double area = clust_seq.area(jets[j]);
3dda898d	187	double areaError = clust_seq.area_error(jets[j]);
8838ab7a	188
a38beabd	189	if(debug) printf("Jet found %5d %9.5f %8.5f %10.3f %8.3f +- %6.3f\n", (Int_t)j,jets[j].rap(),jets[j].phi(),jets[j].perp(), area, areaError);
392c9b47	190
392c9b47	191	// go to write AOD info
8838ab7a	192	AliAODJet aodjet (jets[j].px(), jets[j].py(), jets[j].pz(), jets[j].E());
	193	//cout << "Printing jet " << endl;
	194	if(debug) aodjet.Print("");
	195	//cout << "Adding jet ... " ;
	196	AddJet(aodjet);
	197	//cout << "added \n" << endl;
	198
	199	}
	200	}
a38beabd	201
	202
	203
	204
	205
	206
	207	else { // No BG subtraction!!!!!!!! Default header is bgmode=0.
d1993270	208
a38beabd	209	TClonesArray* fUnit = fReader->GetUnitArray(); //Big mmentum array
d1993270	210	if(fUnit == 0) { cout << "Could not get the momentum array" << endl; return; }
d1993270	211	Int_t nIn = fUnit->GetEntries();
392c9b47	212
a38beabd	213
d1993270	214	//fastjet::ClusterSequence clust_seq(inputParticles, jetDef);
	215	fastjet::ClusterSequenceArea clust_seq(inputParticles, jetDef, areaDef);
	216
8838ab7a	217	// save a comment in the header
	218
	219	TString comment = "Running FastJet algorithm with the following setup. ";
	220	comment+= "Jet definition: ";
d1993270	221	comment+= TString(jetDef.description());
8838ab7a	222	comment+= ". Strategy adopted by FastJet: ";
	223	comment+= TString(clust_seq.strategy_string());
	224	header->SetComment(comment);
	225	if(debug){
	226	cout << "--------------------------------------------------------" << endl;
	227	cout << comment << endl;
	228	cout << "--------------------------------------------------------" << endl;
	229	}
	230	//header->PrintParameters();
	231
	232	// extract the inclusive jets with pt > ptmin, sorted by pt
	233	double ptmin = header->GetPtMin();
3dda898d	234	vector<fastjet::PseudoJet> inclusiveJets = clust_seq.inclusive_jets(ptmin);
8838ab7a	235
8838ab7a	236	//cout << "Number of unclustered particles: " << clust_seq.unclustered_particles().size() << endl;
392c9b47	237
3dda898d	238	vector<fastjet::PseudoJet> jets = sorted_by_pt(inclusiveJets); // Added by me
8838ab7a	239	for (size_t j = 0; j < jets.size(); j++) { // loop for jets // Added by me
8838ab7a	240
a38beabd	241	if(debug) printf("Jet found %5d %9.5f %8.5f %10.3f \n",(Int_t)j,jets[j].rap(),jets[j].phi(),jets[j].perp());
d1993270	242
	243	vector<fastjet::PseudoJet> constituents = clust_seq.constituents(jets[j]);
	244	int nCon= constituents.size();
	245	TArrayI ind(nCon);
	246	Double_t area=clust_seq.area(jets[j]);
8838ab7a	247	// go to write AOD info
8838ab7a	248	AliAODJet aodjet (jets[j].px(), jets[j].py(), jets[j].pz(), jets[j].E());
d1993270	249	aodjet.SetEffArea(area,0);
8838ab7a	250	//cout << "Printing jet " << endl;
8838ab7a	251	if(debug) aodjet.Print("");
a38beabd	252	Int_t count=0;
d1993270	253	for (int i=0; i < nCon; i++)
	254	{
	255	fastjet::PseudoJet mPart=constituents[i];
	256	ind[i]=mPart.user_index();
a38beabd	257	// cout<<i<<" index="<<ind[i]<<endl;
d1993270	258
a38beabd	259	//internal loop over all the unit cells
d1993270	260	Int_t ipart = 0;
a38beabd	261	// count=0;
d1993270	262	for(Int_t ii=0; ii<nIn; ii++)
	263	{
	264	AliJetUnitArray uArray = (AliJetUnitArray)fUnit->At(ii);
	265	if(uArray->GetUnitEnergy()>0.){
	266	uArray->SetUnitTrackID(ipart);//used to have the index available in AliJEtBkg
	267	if(ipart==ind[i]){
a38beabd	268	TRefArray* trackArray = (TRefArray*)uArray->GetUnitTrackRef();
a38beabd	269	Int_t tracksInCell = trackArray->GetEntries();
08c28025	270	for(int ji = 0; ji < tracksInCell; ji++){
08c28025	271	AliAODTrack * track = (AliAODTrack*)trackArray->At(ji);
a38beabd	272	aodjet.AddTrack(track);
	273	}
	274
	275	count++;
d1993270	276	}
	277	ipart++;
	278	}
	279	}
	280	}
	281
a38beabd	282
d1993270	283
a38beabd	284	AddJet(aodjet);
a38beabd	285
8838ab7a	286	} // end loop for jets
	287	}
	288
a17e6965	289	}
a17e6965	290
392c9b47	291	//____________________________________________________________________________
392c9b47	292	void AliFastJetFinder::RunTest(const char* datafile)
a17e6965	293
a17e6965	294	{
a17e6965	295
392c9b47	296	// This simple test run the kt algorithm for an ascii file testdata.dat
392c9b47	297	// read input particles -----------------------------
3dda898d	298	vector<fastjet::PseudoJet> inputParticles;
392c9b47	299	Float_t px,py,pz,en;
	300	ifstream in;
	301	Int_t nlines = 0;
	302	// we assume a file basic.dat in the current directory
	303	// this file has 3 columns of float data
	304	in.open(datafile);
	305	while (1) {
	306	in >> px >> py >> pz >> en;
	307	if (!in.good()) break;
	308	//printf("px=%8f, py=%8f, pz=%8fn",px,py,pz);
	309	nlines++;
3dda898d	310	inputParticles.push_back(fastjet::PseudoJet(px,py,pz,en));
a17e6965	311	}
392c9b47	312	//printf(" found %d pointsn",nlines);
	313	in.close();
	314	//////////////////////////////////////////////////
	315
	316	// create an object that represents your choice of jet algorithm, and
	317	// the associated parameters
3dda898d	318	double rParam = 1.0;
392c9b47	319	fastjet::Strategy strategy = fastjet::Best;
3dda898d	320	fastjet::RecombinationScheme recombScheme = fastjet::BIpt_scheme;
d1993270	321	fastjet::JetDefinition jetDef(fastjet::kt_algorithm, rParam, recombScheme, strategy);
392c9b47	322
	323
	324
	325	// create an object that specifies how we to define the area
3dda898d	326	fastjet::AreaDefinition areaDef;
	327	double ghostEtamax = 7.0;
	328	double ghostArea = 0.05;
	329	int activeAreaRepeats = 1;
392c9b47	330
	331
	332	// now create the object that holds info about ghosts
d1993270	333	fastjet::GhostedAreaSpec ghostSpec(ghostEtamax, activeAreaRepeats, ghostArea);
392c9b47	334	// and from that get an area definition
d1993270	335	areaDef = fastjet::AreaDefinition(fastjet::active_area,ghostSpec);
392c9b47	336
	337
	338	// run the jet clustering with the above jet definition
d1993270	339	fastjet::ClusterSequenceArea clust_seq(inputParticles, jetDef, areaDef);
392c9b47	340
	341
	342	// tell the user what was done
	343	cout << "--------------------------------------------------------" << endl;
d1993270	344	cout << "Jet definition was: " << jetDef.description() << endl;
3dda898d	345	cout << "Area definition was: " << areaDef.description() << endl;
392c9b47	346	cout << "Strategy adopted by FastJet was "<< clust_seq.strategy_string()<<endl<<endl;
	347	cout << "--------------------------------------------------------" << endl;
	348
	349
	350	// extract the inclusive jets with pt > 5 GeV, sorted by pt
	351	double ptmin = 5.0;
3dda898d	352	vector<fastjet::PseudoJet> inclusiveJets = clust_seq.inclusive_jets(ptmin);
392c9b47	353
	354	cout << "Number of unclustered particles: " << clust_seq.unclustered_particles().size() << endl;
	355
	356
	357	//subtract background // ===========================================
	358	// set the rapididty range within which to study the background
3dda898d	359	double rapMax = ghostEtamax - rParam;
3dda898d	360	fastjet::RangeDefinition range(rapMax);
392c9b47	361	// subtract background
3dda898d	362	vector<fastjet::PseudoJet> subJets = clust_seq.subtracted_jets(range,ptmin);
392c9b47	363
	364	// print them out //================================================
	365	cout << "Printing inclusive jets after background subtraction \n";
	366	cout << "------------------------------------------------------\n";
	367	// sort jets into increasing pt
3dda898d	368	vector<fastjet::PseudoJet> jets = sorted_by_pt(subJets);
392c9b47	369
	370	printf(" ijet rap phi Pt area +- err\n");
	371	for (size_t j = 0; j < jets.size(); j++) {
	372
	373	double area = clust_seq.area(jets[j]);
3dda898d	374	double areaError = clust_seq.area_error(jets[j]);
392c9b47	375
8838ab7a	376	printf("%5d %9.5f %8.5f %10.3f %8.3f +- %6.3f\n",(Int_t)j,jets[j].rap(),
3dda898d	377	jets[j].phi(),jets[j].perp(), area, areaError);
392c9b47	378	}
	379	cout << endl;
	380	// ================================================================
a17e6965	381
392c9b47	382
392c9b47	383
a17e6965	384	}
a17e6965	385
392c9b47	386	//____________________________________________________________________________
a17e6965	387
b430dff0	388	void AliFastJetFinder::WriteJHeaderToFile() const
a17e6965	389	{
a17e6965	390	fHeader->Write();
	391	}
	392
9157b9c9	393	//____________________________________________________________________________
8838ab7a	394
	395	Float_t AliFastJetFinder::EtaToTheta(Float_t arg)
	396	{
	397	// return (180./TMath::Pi())2.atan(exp(-arg));
	398	return 2.*atan(exp(-arg));
	399
	400
	401	}
	402
	403	//____________________________________________________________________________
	404
	405	void AliFastJetFinder::InitTask(TChain *tree)
	406	{
	407
	408	printf("Fast jet finder initialization ******************");
	409	fReader->CreateTasks(tree);
	410
	411	}
d1993270	412
287697fc	413
	414	Bool_t AliFastJetFinder::ProcessEvent()
	415	{
	416	//
	417	// Process one event
	418	// from meomntum array
	419
	420	Bool_t ok = fReader->FillMomentumArray();
	421
	422	if (!ok) return kFALSE;
	423	fInputFJ->SetHeader(fHeader);
	424	fInputFJ->SetReader(fReader);
	425	fInputFJ->FillInput();
	426	// Jets
	427	FindJets();
	428
294056ab	429
21ead515	430	if( fAODEvBkg){
	431	fJetBkg->SetHeader(fHeader);
	432	fJetBkg->SetReader(fReader);
	433	Double_t sigma1 = 0,meanarea1= 0,sigma2 = 0,meanarea2 = 0;
	434	Double_t bkg1 = 0,bkg2 = 0;
	435
	436	fJetBkg->SetFastJetInput(fInputFJ);
	437	fJetBkg->BkgFastJetb(bkg1,sigma1,meanarea1);
	438	fJetBkg->BkgFastJetWoHardest(bkg2,sigma2,meanarea2);
	439	fAODEvBkg->SetBackground(0,bkg1,sigma1,meanarea1);
	440	fAODEvBkg->SetBackground(1,bkg2,sigma2,meanarea2);
	441	}
294056ab	442
	443
	444
	445
287697fc	446	/*
	447	fJetBkg->SetFastJetInput(fInputFJ);
	448	Double_t bkg1=fJetBkg->BkgFastJet();
	449	Double_t bkg2=fJetBkg->BkgChargedFastJet();
	450	Double_t bkg3=fJetBkg->BkgFastJetCone(fAODjets);
	451	Double_t bkg4=fJetBkg->BkgRemoveJetLeading(fAODjets);
	452
	453	fAODEvBkg->SetBackground(0,bkg1);
	454	fAODEvBkg->SetBackground(1,bkg2);
	455	fAODEvBkg->SetBackground(2,bkg3);
	456	fAODEvBkg->SetBackground(3,bkg4);
	457	*/
	458	Reset();
	459	return kTRUE;
	460
	461	}
	462
d1993270	463	Bool_t AliFastJetFinder::ProcessEvent2()
	464	{
	465	//
	466	// Process one event
	467	// Charged only or charged+neutral jets
	468	//
	469
	470	TRefArray* ref = new TRefArray();
	471	Bool_t procid = kFALSE;
	472	Bool_t ok = fReader->ExecTasks(procid,ref);
	473
	474	// Delete reference pointer
	475	if (!ok) {delete ref; return kFALSE;}
	476
	477	// Leading particles
	478	fInputFJ->SetHeader(fHeader);
	479	fInputFJ->SetReader(fReader);
	480	fInputFJ->FillInput();
	481
	482	// Jets
	483	FindJets();
	484
21ead515	485	if( fAODEvBkg){
	486	fJetBkg->SetHeader(fHeader);
	487	fJetBkg->SetReader(fReader);
	488	fJetBkg->SetFastJetInput(fInputFJ);
	489	Double_t sigma1,meanarea1,sigma2,meanarea2;
	490	Double_t bkg1,bkg2;
	491	fJetBkg->BkgFastJetb(bkg1,sigma1,meanarea1);
	492	fJetBkg->BkgFastJetWoHardest(bkg2,sigma2,meanarea2);
	493	fAODEvBkg->SetBackground(0,bkg1,sigma1,meanarea1);
	494	fAODEvBkg->SetBackground(1,bkg2,sigma2,meanarea2);
	495	}
294056ab	496
294056ab	497
f9b8e0ed	498	// Double_t bkg1=fJetBkg->BkgFastJet();
	499	// Double_t bkg2=fJetBkg->BkgChargedFastJet();
	500	// Double_t bkg3=fJetBkg->BkgFastJetCone(fAODjets);
	501	// Double_t bkg4=fJetBkg->BkgRemoveJetLeading(fAODjets);
d1993270	502
f9b8e0ed	503	// fAODEvBkg->SetBackground(0,bkg1);
	504	// fAODEvBkg->SetBackground(1,bkg2);
	505	// fAODEvBkg->SetBackground(2,bkg3);
	506	// fAODEvBkg->SetBackground(3,bkg4);
d1993270	507
	508	Int_t nEntRef = ref->GetEntries();
	509
	510	for(Int_t i=0; i<nEntRef; i++)
	511	{
	512	// Reset the UnitArray content which were referenced
	513	((AliJetUnitArray*)ref->At(i))->SetUnitTrackID(0);
	514	((AliJetUnitArray*)ref->At(i))->SetUnitEnergy(0.);
	515	((AliJetUnitArray*)ref->At(i))->SetUnitCutFlag(kPtSmaller);
	516	((AliJetUnitArray*)ref->At(i))->SetUnitCutFlag2(kPtSmaller);
	517	((AliJetUnitArray*)ref->At(i))->SetUnitSignalFlag(kBad);
	518	((AliJetUnitArray*)ref->At(i))->SetUnitSignalFlagC(kTRUE,kBad);
	519	((AliJetUnitArray*)ref->At(i))->SetUnitDetectorFlag(kTpc);
	520	((AliJetUnitArray*)ref->At(i))->SetUnitFlag(kOutJet);
	521	((AliJetUnitArray*)ref->At(i))->ClearUnitTrackRef();
	522
	523	// Reset process ID
	524	AliJetUnitArray* uA = (AliJetUnitArray*)ref->At(i);
	525	uA->ResetBit(kIsReferenced);
	526	uA->SetUniqueID(0);
	527	}
	528
	529	// Delete the reference pointer
	530	ref->Delete();
	531	delete ref;
	532
	533	Reset();
	534
	535	return kTRUE;
	536	}