]> git.uio.no Git - u/mrichter/AliRoot.git/blobdiff - TPC/AliTPCclustererKr.cxx
Fix Coverity
[u/mrichter/AliRoot.git] / TPC / AliTPCclustererKr.cxx
index 0bce656759083360ed0123525e5413383b9b3f02..442585c04aa07506c1e67c1c37a87020ef96e7bb 100644 (file)
-/**************************************************************************
- * 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.                  *
- **************************************************************************/
-
-/* $Id: AliTPCclustererKr.cxx,v 1.7 2008/02/06 17:24:53 matyja Exp $ */
-
-//-----------------------------------------------------------------
-//           Implementation of the TPC Kr cluster class
-//
-// Origin: Adam Matyja, INP PAN, adam.matyja@ifj.edu.pl
-//-----------------------------------------------------------------
-
-/*
-Instruction - how to use that:
-There are two macros prepared. One is for preparing clusters from MC 
-samples:  FindKrClusters.C. The output is kept in TPC.RecPoints.root.
-The other macro is prepared for data analysis: FindKrClustersRaw.C. 
-The output is created for each processed file in root file named adc.root. 
-For each data subsample the same named file is created. So be careful 
-do not overwrite them. 
-
-Additional selection criteria to select the GOLD cluster
-Example:
-// open  file with clusters
-TFile f("Krypton.root");
-TTree * tree = (TTree*)f.Get("Kr")
-TCut cutR0("cutR0","fADCcluster/fSize<100");        // adjust it according v seetings - 
-TCut cutR1("cutR1","fADCcluster/fSize>7");          // cosmic tracks and noise removal
-TCut cutR2("cutR2","fMax.fAdc/fADCcluster<0.2");    // digital noise removal
-TCut cutR3("cutR3","fMax.fAdc/fADCcluster>0.01");   // noise removal
-TCut cutS1("cutS1","fSize<200");    // adjust it according v seetings - cosmic tracks
-TCut cutAll = cutR0+cutR1+cutR2+cutR3+cutS1;
-This values are typical values to be applied in selectors
-
-
-*
-**** MC ****
-*
-
-To run clusterizaton for MC type:
-.x FindKrClusters.C
-
-If you don't want to use the standard selection criteria then you 
-have to do following:
-
-// load the standard setup
-AliRunLoader* rl = AliRunLoader::Open("galice.root");
-AliTPCLoader *tpcl = (AliTPCLoader*)rl->GetLoader("TPCLoader");
-tpcl->LoadDigits();
-rl->LoadgAlice();
-gAlice=rl->GetAliRun();
-TDirectory *cwd = gDirectory;
-AliTPCv4 *tpc = (AliTPCv4*)gAlice->GetDetector("TPC");
-Int_t ver = tpc->IsVersion();
-rl->CdGAFile();
-AliTPCParam *param=(AliTPCParamSR *)gDirectory->Get("75x40_100x60_150x60");
-AliTPCDigitsArray *digarr=new AliTPCDigitsArray;
-digarr->Setup(param);
-cwd->cd();
-
-//loop over events
-Int_t nevmax=rl->GetNumberOfEvents();
-for(Int_t nev=0;nev<nevmax ;nev++){
-  rl->GetEvent(nev);
-  TTree* input_tree= tpcl->TreeD();//load tree with digits
-  digarr->ConnectTree(input_tree);
-  TTree *output_tree =tpcl->TreeR();//load output tree
-
-  AliTPCclustererKr *clusters = new AliTPCclustererKr();
-  clusters->SetParam(param);
-  clusters->SetInput(input_tree);
-  clusters->SetOutput(output_tree);
-  clusters->SetDigArr(digarr);
-  
-//If you want to change the cluster finder parameters for MC there are 
-//several of them:
-
-//1. signal threshold (everything below the given number is treated as 0)
-  clusters->SetMinAdc(3);
-
-//2. number of neighbouring timebins to be considered
-  clusters->SetMinTimeBins(2);
-
-//3. distance of the cluster center to the center of a pad in pad-padrow plane 
-//(in cm). Remenber that this is still quantified by pad size.
-  clusters->SetMaxPadRangeCm(2.5);
-
-//4. distance of the cluster center to the center of a padrow in pad-padrow 
-//plane (in cm). Remenber that this is still quantified by pad size.
-  clusters->SetMaxRowRangeCm(3.5);
-
-//5. distance of the cluster center to the max time bin on a pad (in tackts)
-//ie. fabs(centerT - time)<7
-  clusters->SetMaxTimeRange(7);
-
-//6. cut reduce peak at 0. There are noises which appear mostly as two 
-//timebins on one pad.
-  clusters->SetValueToSize(3.5);
-
-
-  clusters->finderIO();
-  tpcl->WriteRecPoints("OVERWRITE");
-}
-delete rl;//cleans everything
-
-*
-********* DATA *********
-*
-
-To run clusterizaton for DATA for file named raw_data.root type:
-.x FindKrClustersRaw.C("raw_data.root")
-
-If you want to change some criteria do the following:
-
-//
-// remove Altro warnings
-//
-AliLog::SetClassDebugLevel("AliTPCRawStream",-5);
-AliLog::SetClassDebugLevel("AliRawReaderDate",-5);
-AliLog::SetClassDebugLevel("AliTPCAltroMapping",-5);
-AliLog::SetModuleDebugLevel("RAW",-5);
-
-//
-// Get database with noises
-//
-//  char *ocdbpath = gSystem->Getenv("OCDB_PATH");
-char *ocdbpath ="local:///afs/cern.ch/alice/tpctest/OCDB";
-if (ocdbpath==0){
-ocdbpath="alien://folder=/alice/data/2007/LHC07w/OCDB/";
-}
-AliCDBManager * man = AliCDBManager::Instance();
-man->SetDefaultStorage(ocdbpath);
-man->SetRun(0);
-AliTPCCalPad * noiseTPC = AliTPCcalibDB::Instance()->GetPadNoise();
-AliTPCAltroMapping** mapping =AliTPCcalibDB::Instance()->GetMapping();
-
-//define tree
-TFile *hfile=new TFile("adc.root","RECREATE","ADC file");
-// Create a ROOT Tree
-TTree *mytree = new TTree("Kr","Krypton cluster tree");
-
-//define infput file
-const char *fileName="data.root";
-AliRawReader *reader = new AliRawReaderRoot(fileName);
-//AliRawReader *reader = new AliRawReaderDate(fileName);
-reader->Reset();
-AliAltroRawStreamFast* stream = new AliAltroRawStreamFast(reader);
-stream->SelectRawData("TPC");
-
-//one general output
-AliTPCclustererKr *clusters = new AliTPCclustererKr();
-clusters->SetOutput(mytree);
-clusters->SetRecoParam(0);//standard reco parameters
-AliTPCParamSR *param=new AliTPCParamSR();
-clusters->SetParam(param);//TPC parameters(sectors, timebins, etc.)
-
-//set cluster finder parameters (from data):
-//1. zero suppression parameter
-  clusters->SetZeroSup(param->GetZeroSup());
-
-//2. first bin
-  clusters->SetFirstBin(60);
-
-//3. last bin
-  clusters->SetLastBin(950);
-
-//4. maximal noise
-  clusters->SetMaxNoiseAbs(2);
-
-//5. maximal amount of sigma of noise
-  clusters->SetMaxNoiseSigma(3);
-
-//The remaining parameters are the same paramters as for MC (see MC section 
-//points 1-6)
-  clusters->SetMinAdc(3);
-  clusters->SetMinTimeBins(2);
-  clusters->SetMaxPadRangeCm(2.5);
-  clusters->SetMaxRowRangeCm(3.5);
-  clusters->SetMaxTimeRange(7);
-  clusters->SetValueToSize(3.5);
-
-while (reader->NextEvent()) {
-  clusters->FinderIO(reader);
-}
-
-hfile->Write();
-hfile->Close();
-delete stream;
-
-
-*/
-
-#include "AliTPCclustererKr.h"
-#include "AliTPCclusterKr.h"
-//#include <vector>
-#include <list>
-#include "TObject.h"
-#include "AliPadMax.h"
-#include "AliSimDigits.h"
-#include "AliTPCv4.h"
-#include "AliTPCParam.h"
-#include "AliTPCDigitsArray.h"
-#include "AliTPCvtpr.h"
-#include "AliTPCClustersRow.h"
-#include "TTree.h"
-#include "TH1F.h"
-#include "TH2F.h"
-#include "TTreeStream.h"
-
-#include "AliTPCTransform.h"
-
-//used in raw data finder
-#include "AliTPCROC.h"
-#include "AliTPCCalPad.h"
-#include "AliTPCAltroMapping.h"
-#include "AliTPCcalibDB.h"
-#include "AliTPCRawStream.h"
-#include "AliTPCRecoParam.h"
-#include "AliTPCReconstructor.h"
-#include "AliRawReader.h"
-#include "AliTPCCalROC.h"
-
-ClassImp(AliTPCclustererKr)
-
-
-AliTPCclustererKr::AliTPCclustererKr()
-  :TObject(),
-  fRawData(kFALSE),
-  fInput(0),
-  fOutput(0),
-  fParam(0),
-  fDigarr(0),
-  fRecoParam(0),
-  fZeroSup(2),
-  fFirstBin(60),
-  fLastBin(950),
-  fMaxNoiseAbs(2),
-  fMaxNoiseSigma(3),
-  fMinAdc(3),
-  fMinTimeBins(2),
-//  fMaxPadRange(4),
-//  fMaxRowRange(3),
-  fMaxTimeRange(7),
-  fValueToSize(3.5),
-  fMaxPadRangeCm(2.5),
-  fMaxRowRangeCm(3.5),
-  fDebugLevel(-1),
-  fHistoRow(0),
-  fHistoPad(0),
-  fHistoTime(0),
-  fHistoRowPad(0)
-{
-//
-// default constructor
-//
-}
-
-AliTPCclustererKr::AliTPCclustererKr(const AliTPCclustererKr &param)
-  :TObject(),
-  fRawData(kFALSE),
-  fInput(0),
-  fOutput(0),
-  fParam(0),
-  fDigarr(0),
-  fRecoParam(0),
-  fZeroSup(2),
-  fFirstBin(60),
-  fLastBin(950),
-  fMaxNoiseAbs(2),
-  fMaxNoiseSigma(3),
-  fMinAdc(3),
-  fMinTimeBins(2),
-//  fMaxPadRange(4),
-//  fMaxRowRange(3),
-  fMaxTimeRange(7),
-  fValueToSize(3.5),
-  fMaxPadRangeCm(2.5),
-  fMaxRowRangeCm(3.5),
-  fDebugLevel(-1),
-  fHistoRow(0),
-  fHistoPad(0),
-  fHistoTime(0),
-  fHistoRowPad(0)
-{
-//
-// copy constructor
-//
-  fParam = param.fParam;
-  fRecoParam = param.fRecoParam;
-  fRawData = param.fRawData;
-  fInput  = param.fInput ;
-  fOutput = param.fOutput;
-  fDigarr = param.fDigarr;
-  fZeroSup       = param.fZeroSup       ;
-  fFirstBin     = param.fFirstBin      ;
-  fLastBin      = param.fLastBin       ;
-  fMaxNoiseAbs  = param.fMaxNoiseAbs   ;
-  fMaxNoiseSigma = param.fMaxNoiseSigma ;
-  fMinAdc = param.fMinAdc;
-  fMinTimeBins = param.fMinTimeBins;
-//  fMaxPadRange  = param.fMaxPadRange ;
-//  fMaxRowRange  = param.fMaxRowRange ;
-  fMaxTimeRange = param.fMaxTimeRange;
-  fValueToSize  = param.fValueToSize;
-  fMaxPadRangeCm = param.fMaxPadRangeCm;
-  fMaxRowRangeCm = param.fMaxRowRangeCm;
-  fDebugLevel = param.fDebugLevel;
-  fHistoRow    = param.fHistoRow   ;
-  fHistoPad    = param.fHistoPad  ;
-  fHistoTime   = param.fHistoTime;
-  fHistoRowPad = param.fHistoRowPad;
-
-} 
-
-AliTPCclustererKr & AliTPCclustererKr::operator = (const AliTPCclustererKr & param)
-{
-  //
-  // assignment operator
-  //
-  fParam = param.fParam;
-  fRecoParam = param.fRecoParam;
-  fRawData = param.fRawData;
-  fInput  = param.fInput ;
-  fOutput = param.fOutput;
-  fDigarr = param.fDigarr;
-  fZeroSup       = param.fZeroSup       ;
-  fFirstBin     = param.fFirstBin      ;
-  fLastBin      = param.fLastBin       ;
-  fMaxNoiseAbs  = param.fMaxNoiseAbs   ;
-  fMaxNoiseSigma = param.fMaxNoiseSigma ;
-  fMinAdc = param.fMinAdc;
-  fMinTimeBins = param.fMinTimeBins;
-//  fMaxPadRange  = param.fMaxPadRange ;
-//  fMaxRowRange  = param.fMaxRowRange ;
-  fMaxTimeRange = param.fMaxTimeRange;
-  fValueToSize  = param.fValueToSize;
-  fMaxPadRangeCm = param.fMaxPadRangeCm;
-  fMaxRowRangeCm = param.fMaxRowRangeCm;
-  fDebugLevel = param.fDebugLevel;
-  fHistoRow    = param.fHistoRow   ;
-  fHistoPad    = param.fHistoPad  ;
-  fHistoTime   = param.fHistoTime;
-  fHistoRowPad = param.fHistoRowPad;
-  return (*this);
-}
-
-AliTPCclustererKr::~AliTPCclustererKr()
-{
-  //
-  // destructor
-  //
-  delete fOutput;
-}
-
-void AliTPCclustererKr::SetRecoParam(AliTPCRecoParam *recoParam)
-{
-  //
-  // set reconstruction parameters
-  //
-  if (recoParam) {
-    fRecoParam = recoParam;
-  }else{
-    //set default parameters if not specified
-    fRecoParam = AliTPCReconstructor::GetRecoParam();
-    if (!fRecoParam)  fRecoParam = AliTPCRecoParam::GetLowFluxParam();
-  }
-  return;
-}
-
-
-////____________________________________________________________________________
-////       I/O
-void AliTPCclustererKr::SetInput(TTree * tree)
-{
-  //
-  // set input tree with digits
-  //
-  fInput = tree;  
-  if  (!fInput->GetBranch("Segment")){
-    cerr<<"AliTPCclusterKr::FindClusterKr(): no proper input tree !\n";
-    fInput=0;
-    return;
-  }
-}
-
-void AliTPCclustererKr::SetOutput(TTree * /*tree*/) 
-{
-  //
-  //dummy
-  //
-  fOutput = new TTreeSRedirector("Krypton.root");
-}
-
-////____________________________________________________________________________
-//// with new I/O
-Int_t AliTPCclustererKr::FinderIO()
-{
-  // Krypton cluster finder for simulated events from MC
-
-  if (!fInput) { 
-    Error("Digits2Clusters", "input tree not initialised");
-    return 10;
-  }
-  
-  if (!fOutput) {
-    Error("Digits2Clusters", "output tree not initialised");
-    return 11;
-  }
-
-  FindClusterKrIO();
-  return 0;
-}
-
-Int_t AliTPCclustererKr::FinderIO(AliRawReader* rawReader)
-{
-  // Krypton cluster finder for the TPC raw data
-  //
-  // fParam must be defined before
-
-  if(rawReader)fRawData=kTRUE; //set flag to data
-
-  if (!fOutput) {
-    Error("Digits2Clusters", "output tree not initialised");
-    return 11;
-  }
-
-  fParam->SetMaxTBin(fRecoParam->GetLastBin());//set number of timebins from reco -> param
-  //   used later for memory allocation
-
-  Bool_t isAltro=kFALSE;
-
-  AliTPCROC * roc = AliTPCROC::Instance();
-  AliTPCCalPad * noiseTPC = AliTPCcalibDB::Instance()->GetPadNoise();
-  AliTPCAltroMapping** mapping =AliTPCcalibDB::Instance()->GetMapping();
-  //
-  AliTPCRawStream input(rawReader,(AliAltroMapping**)mapping);
-
-  const Int_t kNIS = fParam->GetNInnerSector();//number of inner sectors
-  const Int_t kNOS = fParam->GetNOuterSector();//number of outer sectors
-  const Int_t kNS = kNIS + kNOS;//all sectors
-
-
-  //crate TPC view
-  AliTPCDigitsArray *digarr=new AliTPCDigitsArray(kFALSE);//data not sim
-  digarr->Setup(fParam);//as usually parameters
-
-  //
-  // Loop over sectors
-  //
-  for(Int_t iSec = 0; iSec < kNS; iSec++) {
-    AliTPCCalROC * noiseROC;
-    if(noiseTPC==0x0){
-      noiseROC =new AliTPCCalROC(iSec);//noise=0
-    }
-    else{
-      noiseROC = noiseTPC->GetCalROC(iSec);  // noise per given sector
-    }
-    Int_t nRows = 0; //number of rows in sector
-    Int_t nDDLs = 0; //number of DDLs
-    Int_t indexDDL = 0; //DDL index
-    if (iSec < kNIS) {
-      nRows = fParam->GetNRowLow();
-      nDDLs = 2;
-      indexDDL = iSec * 2;
-    }else {
-      nRows = fParam->GetNRowUp();
-      nDDLs = 4;
-      indexDDL = (iSec-kNIS) * 4 + kNIS * 2;
-    }
-
-    //
-    // Load the raw data for corresponding DDLs
-    //
-    rawReader->Reset();
-    rawReader->Select("TPC",indexDDL,indexDDL+nDDLs-1);
-
-    if(input.Next()) {
-      isAltro=kTRUE;
-      // Allocate memory for rows in sector (pads(depends on row) x timebins)
-      for(Int_t iRow = 0; iRow < nRows; iRow++) {
-       digarr->CreateRow(iSec,iRow); 
-      }//end loop over rows
-    }
-    rawReader->Reset();
-    rawReader->Select("TPC",indexDDL,indexDDL+nDDLs-1);
-
-    //
-    // Begin loop over altro data
-    //
-    while (input.Next()) {
-      
-      //check sector consistency
-      if (input.GetSector() != iSec)
-       AliFatal(Form("Sector index mismatch ! Expected (%d), but got (%d) !",iSec,input.GetSector()));
-      
-      Int_t iRow = input.GetRow();
-      Int_t iPad = input.GetPad();
-      Int_t iTimeBin = input.GetTime();
-
-      //
-      if(fDebugLevel==72){
-       fHistoRow->Fill(iRow);
-       fHistoPad->Fill(iPad);
-       fHistoTime->Fill(iTimeBin);
-       fHistoRowPad->Fill(iPad,iRow);
-      }else if(fDebugLevel>=0&&fDebugLevel<72){
-       if(iSec==fDebugLevel){
-         fHistoRow->Fill(iRow);
-         fHistoPad->Fill(iPad);
-         fHistoTime->Fill(iTimeBin);
-         fHistoRowPad->Fill(iPad,iRow);
-       }
-      }else if(fDebugLevel==73){
-       if(iSec<36){
-         fHistoRow->Fill(iRow);
-         fHistoPad->Fill(iPad);
-         fHistoTime->Fill(iTimeBin);
-         fHistoRowPad->Fill(iPad,iRow);
-       }
-      }else if(fDebugLevel==74){
-       if(iSec>=36){
-         fHistoRow->Fill(iRow);
-         fHistoPad->Fill(iPad);
-         fHistoTime->Fill(iTimeBin);
-         fHistoRowPad->Fill(iPad,iRow);
-       }
-      }
-
-      //check row consistency
-      if (iRow < 0 ) continue;
-      if (iRow < 0 || iRow >= nRows){
-       AliError(Form("Pad-row index (%d) outside the range (%d -> %d) !",
-                     iRow, 0, nRows -1));
-       continue;
-      }
-
-      //check pad consistency
-      if (iPad < 0 || iPad >= (Int_t)(roc->GetNPads(iSec,iRow))) {
-       AliError(Form("Pad index (%d) outside the range (%d -> %d) !",
-                     iPad, 0, roc->GetNPads(iSec,iRow) ));
-       continue;
-      }
-
-      //check time consistency
-      if ( iTimeBin < fRecoParam->GetFirstBin() || iTimeBin >= fRecoParam->GetLastBin()){
-       //cout<<iTimeBin<<endl;
-       continue;
-       AliFatal(Form("Timebin index (%d) outside the range (%d -> %d) !",
-                     iTimeBin, 0, fRecoParam->GetLastBin() -1));
-      }
-
-      //signal
-      Int_t signal = input.GetSignal();
-      if (signal <= fZeroSup || 
-         iTimeBin < fFirstBin ||
-         iTimeBin > fLastBin
-         ) {
-       digarr->GetRow(iSec,iRow)->SetDigitFast(0,iTimeBin,iPad);
-       continue;
-      }
-      if (!noiseROC) continue;
-      Double_t noiseOnPad = noiseROC->GetValue(iRow,iPad);//noise on given pad and row in sector
-      if (noiseOnPad > fMaxNoiseAbs){
-       digarr->GetRow(iSec,iRow)->SetDigitFast(0,iTimeBin,iPad);
-       continue; // consider noisy pad as dead
-      }
-      if(signal <= fMaxNoiseSigma * noiseOnPad){
-       digarr->GetRow(iSec,iRow)->SetDigitFast(0,iTimeBin,iPad);
-       continue;
-      }
-      digarr->GetRow(iSec,iRow)->SetDigitFast(signal,iTimeBin,iPad);      
-    }//end of loop over altro data
-  }//end of loop over sectors
-  
-  SetDigArr(digarr);
-  if(isAltro) FindClusterKrIO();
-  delete digarr;
-
-  return 0;
-}
-
-
-Int_t AliTPCclustererKr::CleanSector(Int_t sector){
-  //
-  // clean isolated digits
-  //  
-  const Int_t kNRows=fParam->GetNRow(sector);//number of rows in sector
-  for(Int_t iRow=0; iRow<kNRows; ++iRow){
-    AliSimDigits *digrow;
-    if(fRawData){
-      digrow = (AliSimDigits*)fDigarr->GetRow(sector,iRow);//real data
-    }else{
-      digrow = (AliSimDigits*)fDigarr->LoadRow(sector,iRow);//MC
-    }
-    if(!digrow) continue;
-    digrow->ExpandBuffer(); //decrunch
-    const Int_t kNPads = digrow->GetNCols();  // number of pads
-    const Int_t kNTime = digrow->GetNRows(); // number of timebins
-    for(Int_t iPad=1;iPad<kNPads-1;iPad++){
-      Short_t*  val = digrow->GetDigitsColumn(iPad);
-
-      for(Int_t iTimeBin=1;iTimeBin<kNTime-1;iTimeBin++){
-       if (val[iTimeBin]<=0) continue;
-       if (val[iTimeBin-1]+val[iTimeBin+1]<fZeroSup) {val[iTimeBin]=0; continue;}
-       if (val[iTimeBin-kNTime]+val[iTimeBin+kNTime]<fZeroSup) {val[iTimeBin]=0; continue;}
-       //
-       if (val[iTimeBin-1-kNTime]+val[iTimeBin+1+kNTime]<fZeroSup) {val[iTimeBin]=0; continue;}
-       if (val[iTimeBin+1-kNTime]+val[iTimeBin-1+kNTime]<fZeroSup) {val[iTimeBin]=0; continue;}                
-      }
-    }
-  }
-}
-////____________________________________________________________________________
-Int_t AliTPCclustererKr::FindClusterKrIO()
-{
-
-  //
-  //fParam and  fDigarr must be set to run this method
-  //
-
-  Int_t clusterCounter=0;
-  const Int_t nTotalSector=fParam->GetNSector();//number of sectors
-  for(Int_t iSec=0; iSec<nTotalSector; ++iSec){
-    CleanSector(iSec);
-    //vector of maxima for each sector
-    //std::vector<AliPadMax*> maximaInSector;
-    TObjArray *maximaInSector=new TObjArray();//to store AliPadMax*
-
-    //
-    //  looking for the maxima on the pad
-    //
-
-
-
-    const Int_t kNRows=fParam->GetNRow(iSec);//number of rows in sector
-    for(Int_t iRow=0; iRow<kNRows; ++iRow){
-      AliSimDigits *digrow;
-      if(fRawData){
-       digrow = (AliSimDigits*)fDigarr->GetRow(iSec,iRow);//real data
-      }else{
-       digrow = (AliSimDigits*)fDigarr->LoadRow(iSec,iRow);//MC
-      }
-      if(digrow){//if pointer exist
-       digrow->ExpandBuffer(); //decrunch
-       const Int_t kNPads = digrow->GetNCols();  // number of pads
-       const Int_t kNTime = digrow->GetNRows(); // number of timebins
-       for(Int_t iPad=0;iPad<kNPads;iPad++){
-         
-         Int_t timeBinMax=-1;//timebin of maximum 
-         Int_t valueMaximum=-1;//value of maximum in adc
-         Int_t increaseBegin=-1;//timebin when increase starts
-         Int_t sumAdc=0;//sum of adc on the pad in maximum surrounding
-         bool ifIncreaseBegin=true;//flag - check if increasing started
-         bool ifMaximum=false;//flag - check if it could be maximum
-         Short_t* val = digrow->GetDigitsColumn(iPad);
-         for(Int_t iTimeBin=1;iTimeBin<kNTime-1;iTimeBin++){
-           if (!ifMaximum)  {
-             if (val[iTimeBin]==-1) break;   // 0 until the end
-             for( ; iTimeBin<kNTime-2&&val[iTimeBin]<fMinAdc ;iTimeBin++){}
-           }
-           //
-           Short_t adc = val[iTimeBin];
-           if(adc<fMinAdc){//standard was 3
-             if(ifMaximum){
-               if(iTimeBin-increaseBegin<fMinTimeBins){//at least 2 time bins
-                 timeBinMax=-1;
-                 valueMaximum=-1;
-                 increaseBegin=-1;
-                 sumAdc=0;
-                 ifIncreaseBegin=true;
-                 ifMaximum=false;
-                 continue;
-               }
-               //insert maximum, default values and set flags
-               //Double_t xCord,yCord;
-               //GetXY(iSec,iRow,iPad,xCord,yCord);
-               Double_t x[]={iRow,iPad,iTimeBin};
-               Int_t i[]={iSec};
-               AliTPCTransform trafo;
-               trafo.Transform(x,i,0,1);
-               
-               AliPadMax *oneMaximum = new AliPadMax(AliTPCvtpr(valueMaximum,
-                                                                timeBinMax,
-                                                                iPad,
-                                                                iRow,
-                                                                x[0],//xCord,
-                                                                x[1],//yCord,
-                                                                x[2]/*timeBinMax*/),
-                                                     increaseBegin,
-                                                     iTimeBin-1,
-                                                     sumAdc);
-               maximaInSector->AddLast(oneMaximum);
-               
-               timeBinMax=-1;
-               valueMaximum=-1;
-               increaseBegin=-1;
-               sumAdc=0;
-               ifIncreaseBegin=true;
-               ifMaximum=false;
-             }
-             continue;
-           }
-           
-           if(ifIncreaseBegin){
-             ifIncreaseBegin=false;
-             increaseBegin=iTimeBin;
-           }
-           
-           if(adc>valueMaximum){
-             timeBinMax=iTimeBin;
-             valueMaximum=adc;
-             ifMaximum=true;
-           }
-           sumAdc+=adc;
-           if(iTimeBin==kNTime-1 && ifMaximum && kNTime-increaseBegin>fMinTimeBins){//on the edge
-             //at least 3 timebins
-             //insert maximum, default values and set flags
-             //Double_t xCord,yCord;
-             //GetXY(iSec,iRow,iPad,xCord,yCord);
-             Double_t x[]={iRow,iPad,iTimeBin};
-             Int_t i[]={iSec};
-             AliTPCTransform trafo;
-             trafo.Transform(x,i,0,1);
-             AliPadMax *oneMaximum = new AliPadMax(AliTPCvtpr(valueMaximum,
-                                                              timeBinMax,
-                                                              iPad,
-                                                              iRow,
-                                                              x[0],//xCord,
-                                                              x[1],//yCord,
-                                                              x[2]/*timeBinMax*/),
-                                                   increaseBegin,
-                                                   iTimeBin-1,
-                                                   sumAdc);
-             maximaInSector->AddLast(oneMaximum);
-               
-             timeBinMax=-1;
-             valueMaximum=-1;
-             increaseBegin=-1;
-             sumAdc=0;
-             ifIncreaseBegin=true;
-             ifMaximum=false;
-             continue;
-           }
-           
-         }//end loop over timebins
-       }//end loop over pads
-//      }else{
-//     cout<<"Pointer does not exist!!"<<endl;
-      }//end if poiner exists
-    }//end loop over rows
-
-    MakeClusters(maximaInSector,iSec,clusterCounter);
-    //
-    maximaInSector->SetOwner(kTRUE);
-    maximaInSector->Delete();
-    delete maximaInSector;
-  }//end sector for
-  cout<<"Number of clusters in event: "<<clusterCounter<<endl;
-  return 0;
-}
-
-void AliTPCclustererKr::MakeClusters(TObjArray * maximaInSector, Int_t iSec, Int_t &clusterCounter){
-  //
-  // Make clusters
-  //
-
-  Int_t maxDig=0;
-  Int_t maxSumAdc=0;
-  Int_t maxTimeBin=0;
-  Int_t maxPad=0;
-  Int_t maxRow=0;
-  Double_t maxX=0;
-  Double_t maxY=0;
-  Double_t maxT=0;
-  Int_t entriesArr = maximaInSector->GetEntriesFast();
-  for(Int_t it1 = 0; it1 < entriesArr; ++it1 ) {
-    
-    AliPadMax *mp1=(AliPadMax *)maximaInSector->UncheckedAt(it1);
-    if (!mp1) continue;
-    AliTPCclusterKr clusterKr;
-    
-    Int_t nUsedPads=1;
-    Int_t clusterValue=0;
-    clusterValue+=(mp1)->GetSum();
-    list<Int_t> nUsedRows;
-    nUsedRows.push_back((mp1)->GetRow());
-    
-    maxDig      =(mp1)->GetAdc() ;
-    maxSumAdc   =(mp1)->GetSum() ;
-    maxTimeBin  =(mp1)->GetTime();
-    maxPad      =(mp1)->GetPad() ;
-    maxRow      =(mp1)->GetRow() ;
-    maxX        =(mp1)->GetX();
-    maxY        =(mp1)->GetY();
-    maxT        =(mp1)->GetT();
-    
-    AliSimDigits *digrowTmp;
-    if(fRawData){
-      digrowTmp = (AliSimDigits*)fDigarr->GetRow(iSec,(mp1)->GetRow());
-    }else{
-      digrowTmp = (AliSimDigits*)fDigarr->LoadRow(iSec,(mp1)->GetRow());
-    }
-    
-    digrowTmp->ExpandBuffer(); //decrunch
-    
-    for(Int_t itb=(mp1)->GetBegin(); itb<((mp1)->GetEnd())+1; itb++){
-      Int_t adcTmp = digrowTmp->GetDigitUnchecked(itb,(mp1)->GetPad());
-      AliTPCvtpr *vtpr=new AliTPCvtpr(adcTmp,itb,(mp1)->GetPad(),(mp1)->GetRow(),(mp1)->GetX(),(mp1)->GetY(),(mp1)->GetT());
-      clusterKr.AddDigitToCluster(vtpr);
-    }
-    clusterKr.SetCenter();//set centr of the cluster
-    
-    for(Int_t it2 = it1+1; it2 < entriesArr; ++it2 ) {
-      AliPadMax *mp2=(AliPadMax *)maximaInSector->UncheckedAt(it2);
-      if (!mp2) continue;
-      if (TMath::Abs(clusterKr.GetCenterX() - (mp2)->GetX())>fMaxPadRangeCm) continue;
-      if (TMath::Abs(clusterKr.GetCenterY() - (mp2)->GetY()) > fMaxRowRangeCm) continue;      
-      if (TMath::Abs(clusterKr.GetCenterT() - (mp2)->GetT()) >fMaxTimeRange) continue;
-
-      {
-       clusterValue+=(mp2)->GetSum();
-       
-       nUsedPads++;
-       nUsedRows.push_back((mp2)->GetRow());
-       
-       AliSimDigits *digrowTmp1;
-       if(fRawData){
-         digrowTmp1 = (AliSimDigits*)fDigarr->GetRow(iSec,(mp2)->GetRow());
-       }else{
-         digrowTmp1 = (AliSimDigits*)fDigarr->LoadRow(iSec,(mp2)->GetRow());
-       }
-       digrowTmp1->ExpandBuffer(); //decrunch
-       
-       for(Int_t itb=(mp2)->GetBegin(); itb<(mp2)->GetEnd()+1; itb++){
-         Int_t adcTmp = digrowTmp1->GetDigitUnchecked(itb,(mp2)->GetPad());
-         AliTPCvtpr *vtpr=new AliTPCvtpr(adcTmp,itb,(mp2)->GetPad(),(mp2)->GetRow(),(mp2)->GetX(),(mp2)->GetY(),(mp2)->GetT());
-         clusterKr.AddDigitToCluster(vtpr);
-       }
-       
-       clusterKr.SetCenter();//set center of the cluster
-       
-       //which one is bigger
-       if( (mp2)->GetAdc() > maxDig ){
-         maxDig      =(mp2)->GetAdc() ;
-         maxSumAdc   =(mp2)->GetSum() ;
-         maxTimeBin  =(mp2)->GetTime();
-         maxPad      =(mp2)->GetPad() ;
-         maxRow      =(mp2)->GetRow() ;
-         maxX        =(mp2)->GetX() ;
-         maxY        =(mp2)->GetY() ;
-         maxT        =(mp2)->GetT() ;
-       } else if ( (mp2)->GetAdc() == maxDig ){
-         if( (mp2)->GetSum() > maxSumAdc){
-           maxDig      =(mp2)->GetAdc() ;
-           maxSumAdc   =(mp2)->GetSum() ;
-           maxTimeBin  =(mp2)->GetTime();
-           maxPad      =(mp2)->GetPad() ;
-           maxRow      =(mp2)->GetRow() ;
-           maxX        =(mp2)->GetX() ;
-           maxY        =(mp2)->GetY() ;
-           maxT        =(mp2)->GetT() ;
-         }
-       }
-       delete maximaInSector->RemoveAt(it2);
-      }
-    }//inside loop
-    delete maximaInSector->RemoveAt(it1);          
-    clusterKr.SetSize();
-    //through out clusters on the edge and noise
-    //if(clusterValue/clusterKr.fCluster.size()<fValueToSize)continue;
-    if(clusterValue/(clusterKr.GetSize())<fValueToSize)continue;
-    
-    clusterKr.SetADCcluster(clusterValue);
-    clusterKr.SetNPads(nUsedPads);
-    clusterKr.SetMax(AliTPCvtpr(maxDig,maxTimeBin,maxPad,maxRow,maxX,maxY,maxT));
-    clusterKr.SetSec(iSec);
-    clusterKr.SetSize();
-    
-    nUsedRows.sort();
-    nUsedRows.unique();
-    clusterKr.SetNRows(nUsedRows.size());
-    clusterKr.SetCenter();
-    
-    clusterCounter++;
-    
-    
-    //save each cluster into file
-    if (fOutput){
-      (*fOutput)<<"Kr"<<
-       "Cl.="<<&clusterKr<<
-       "\n";
-    }
-    //end of save each cluster into file adc.root
-  }//outer loop
-}
-
-
-
-////____________________________________________________________________________
-
-
-void AliTPCclustererKr::GetXY(Int_t sec,Int_t row,Int_t pad,Double_t& xGlob,Double_t& yGlob){
-  //
-  //gives global XY coordinate of the pad
-  //
-
-  Double_t yLocal = fParam->GetPadRowRadii(sec,row);//radius of row in sector in cm
-
-  Int_t padmax = fParam->GetNPads(sec,row);//number of pads in a given row
-  Float_t padXSize;
-  if(sec<fParam->GetNInnerSector())padXSize=0.4;
-  else padXSize=0.6;
-  Double_t xLocal=(pad+0.5-padmax/2.)*padXSize;//x-value of the center of pad
-
-  Float_t sin,cos;
-  fParam->AdjustCosSin((Int_t)sec,cos,sin);//return sinus and cosinus of the sector
-
-  Double_t xGlob1 =  xLocal * cos + yLocal * sin;
-  Double_t yGlob1 = -xLocal * sin + yLocal * cos;
-
-
-  Double_t rot=0;
-  rot=TMath::Pi()/2.;
-
-  xGlob =  xGlob1 * TMath::Cos(rot) + yGlob1 * TMath::Sin(rot);
-  yGlob = -xGlob1 * TMath::Sin(rot) + yGlob1 * TMath::Cos(rot);
-
-   yGlob=-1*yGlob;
-   if(sec<18||(sec>=36&&sec<54)) xGlob =-1*xGlob;
-
-
-  return;
-}
+/**************************************************************************\r
+ * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *\r
+ *                                                                        *\r
+ * Author: The ALICE Off-line Project.                                    *\r
+ * Contributors are mentioned in the code where appropriate.              *\r
+ *                                                                        *\r
+ * Permission to use, copy, modify and distribute this software and its   *\r
+ * documentation strictly for non-commercial purposes is hereby granted   *\r
+ * without fee, provided that the above copyright notice appears in all   *\r
+ * copies and that both the copyright notice and this permission notice   *\r
+ * appear in the supporting documentation. The authors make no claims     *\r
+ * about the suitability of this software for any purpose. It is          *\r
+ * provided "as is" without express or implied warranty.                  *\r
+ **************************************************************************/\r
+\r
+/* $Id: AliTPCclustererKr.cxx,v 1.7 2008/02/06 17:24:53 matyja Exp $ */\r
+\r
+//-----------------------------------------------------------------\r
+//           Implementation of the TPC Kr cluster class\r
+//\r
+// Origin: Adam Matyja, INP PAN, adam.matyja@ifj.edu.pl\r
+//-----------------------------------------------------------------\r
+\r
+/*\r
+Instruction - how to use that:\r
+There are two macros prepared. One is for preparing clusters from MC \r
+samples:  FindKrClusters.C. The output is kept in TPC.RecPoints.root.\r
+The other macro is prepared for data analysis: FindKrClustersRaw.C. \r
+The output is created for each processed file in root file named adc.root. \r
+For each data subsample the same named file is created. So be careful \r
+do not overwrite them. \r
+\r
+Additional selection criteria to select the GOLD cluster\r
+Example:\r
+// open  file with clusters\r
+TFile f("Krypton.root");\r
+TTree * tree = (TTree*)f.Get("Kr")\r
+TCut cutR0("cutR0","fADCcluster/fSize<100");        // adjust it according v seetings - \r
+TCut cutR1("cutR1","fADCcluster/fSize>7");          // cosmic tracks and noise removal\r
+TCut cutR2("cutR2","fMax.fAdc/fADCcluster<0.2");    // digital noise removal\r
+TCut cutR3("cutR3","fMax.fAdc/fADCcluster>0.01");   // noise removal\r
+TCut cutS1("cutS1","fSize<200");    // adjust it according v seetings - cosmic tracks\r
+TCut cutAll = cutR0+cutR1+cutR2+cutR3+cutS1;\r
+This values are typical values to be applied in selectors\r
+\r
+\r
+*\r
+**** MC ****\r
+*\r
+\r
+To run clusterizaton for MC type:\r
+.x FindKrClusters.C\r
+\r
+If you don't want to use the standard selection criteria then you \r
+have to do following:\r
+\r
+// load the standard setup\r
+AliRunLoader* rl = AliRunLoader::Open("galice.root");\r
+AliTPCLoader *tpcl = (AliTPCLoader*)rl->GetLoader("TPCLoader");\r
+tpcl->LoadDigits();\r
+rl->LoadgAlice();\r
+gAlice=rl->GetAliRun();\r
+TDirectory *cwd = gDirectory;\r
+AliTPCv4 *tpc = (AliTPCv4*)gAlice->GetDetector("TPC");\r
+Int_t ver = tpc->IsVersion();\r
+rl->CdGAFile();\r
+AliTPCParam *param=(AliTPCParamSR *)gDirectory->Get("75x40_100x60_150x60");\r
+AliTPCDigitsArray *digarr=new AliTPCDigitsArray;\r
+digarr->Setup(param);\r
+cwd->cd();\r
+\r
+//loop over events\r
+Int_t nevmax=rl->GetNumberOfEvents();\r
+for(Int_t nev=0;nev<nevmax ;nev++){\r
+  rl->GetEvent(nev);\r
+  TTree* input_tree= tpcl->TreeD();//load tree with digits\r
+  digarr->ConnectTree(input_tree);\r
+  TTree *output_tree =tpcl->TreeR();//load output tree\r
+\r
+  AliTPCclustererKr *clusters = new AliTPCclustererKr();\r
+  clusters->SetParam(param);\r
+  clusters->SetInput(input_tree);\r
+  clusters->SetOutput(output_tree);\r
+  clusters->SetDigArr(digarr);\r
+  \r
+//If you want to change the cluster finder parameters for MC there are \r
+//several of them:\r
+\r
+//1. signal threshold (everything below the given number is treated as 0)\r
+  clusters->SetMinAdc(3);\r
+\r
+//2. number of neighbouring timebins to be considered\r
+  clusters->SetMinTimeBins(2);\r
+\r
+//3. distance of the cluster center to the center of a pad in pad-padrow plane \r
+//(in cm). Remenber that this is still quantified by pad size.\r
+  clusters->SetMaxPadRangeCm(2.5);\r
+\r
+//4. distance of the cluster center to the center of a padrow in pad-padrow \r
+//plane (in cm). Remenber that this is still quantified by pad size.\r
+  clusters->SetMaxRowRangeCm(3.5);\r
+\r
+//5. distance of the cluster center to the max time bin on a pad (in tackts)\r
+//ie. fabs(centerT - time)<7\r
+  clusters->SetMaxTimeRange(7);\r
+\r
+//6. cut reduce peak at 0. There are noises which appear mostly as two \r
+//timebins on one pad.\r
+  clusters->SetValueToSize(3.5);\r
+\r
+\r
+  clusters->finderIO();\r
+  tpcl->WriteRecPoints("OVERWRITE");\r
+}\r
+delete rl;//cleans everything\r
+\r
+*\r
+********* DATA *********\r
+*\r
+\r
+To run clusterizaton for DATA for file named raw_data.root type:\r
+.x FindKrClustersRaw.C("raw_data.root")\r
+\r
+If you want to change some criteria do the following:\r
+\r
+//\r
+// remove Altro warnings\r
+//\r
+AliLog::SetClassDebugLevel("AliTPCRawStream",-5);\r
+AliLog::SetClassDebugLevel("AliRawReaderDate",-5);\r
+AliLog::SetClassDebugLevel("AliTPCAltroMapping",-5);\r
+AliLog::SetModuleDebugLevel("RAW",-5);\r
+\r
+//\r
+// Get database with noises\r
+//\r
+//  char *ocdbpath = gSystem->Getenv("OCDB_PATH");\r
+char *ocdbpath ="local:///afs/cern.ch/alice/tpctest/OCDB";\r
+if (ocdbpath==0){\r
+ocdbpath="alien://folder=/alice/data/2007/LHC07w/OCDB/";\r
+}\r
+AliCDBManager * man = AliCDBManager::Instance();\r
+man->SetDefaultStorage(ocdbpath);\r
+man->SetRun(0);\r
+AliTPCCalPad * noiseTPC = AliTPCcalibDB::Instance()->GetPadNoise();\r
+AliTPCAltroMapping** mapping =AliTPCcalibDB::Instance()->GetMapping();\r
+\r
+//define tree\r
+TFile *hfile=new TFile("adc.root","RECREATE","ADC file");\r
+// Create a ROOT Tree\r
+TTree *mytree = new TTree("Kr","Krypton cluster tree");\r
+\r
+//define infput file\r
+const char *fileName="data.root";\r
+AliRawReader *reader = new AliRawReaderRoot(fileName);\r
+//AliRawReader *reader = new AliRawReaderDate(fileName);\r
+reader->Reset();\r
+AliAltroRawStreamFast* stream = new AliAltroRawStreamFast(reader);\r
+stream->SelectRawData("TPC");\r
+\r
+//one general output\r
+AliTPCclustererKr *clusters = new AliTPCclustererKr();\r
+clusters->SetOutput(mytree);\r
+clusters->SetRecoParam(0);//standard reco parameters\r
+AliTPCParamSR *param=new AliTPCParamSR();\r
+clusters->SetParam(param);//TPC parameters(sectors, timebins, etc.)\r
+\r
+//set cluster finder parameters (from data):\r
+//1. zero suppression parameter\r
+  clusters->SetZeroSup(param->GetZeroSup());\r
+\r
+//2. first bin\r
+  clusters->SetFirstBin(60);\r
+\r
+//3. last bin\r
+  clusters->SetLastBin(950);\r
+\r
+//4. maximal noise\r
+  clusters->SetMaxNoiseAbs(2);\r
+\r
+//5. maximal amount of sigma of noise\r
+  clusters->SetMaxNoiseSigma(3);\r
+\r
+//The remaining parameters are the same paramters as for MC (see MC section \r
+//points 1-6)\r
+  clusters->SetMinAdc(3);\r
+  clusters->SetMinTimeBins(2);\r
+  clusters->SetMaxPadRangeCm(2.5);\r
+  clusters->SetMaxRowRangeCm(3.5);\r
+  clusters->SetMaxTimeRange(7);\r
+  clusters->SetValueToSize(3.5);\r
+\r
+while (reader->NextEvent()) {\r
+  clusters->FinderIO(reader);\r
+}\r
+\r
+hfile->Write();\r
+hfile->Close();\r
+delete stream;\r
+\r
+\r
+*/\r
+\r
+#include "AliTPCclustererKr.h"\r
+#include "AliTPCclusterKr.h"\r
+//#include <vector>\r
+#include <list>\r
+#include "TObject.h"\r
+#include "AliPadMax.h"\r
+#include "AliSimDigits.h"\r
+#include "AliTPCv4.h"\r
+#include "AliTPCParam.h"\r
+#include "AliTPCDigitsArray.h"\r
+#include "AliTPCvtpr.h"\r
+#include "AliTPCClustersRow.h"\r
+#include "TTree.h"\r
+#include "TH1F.h"\r
+#include "TH2F.h"\r
+#include "TTreeStream.h"\r
+\r
+#include "AliTPCTransform.h"\r
+\r
+//used in raw data finder\r
+#include "AliTPCROC.h"\r
+#include "AliTPCCalPad.h"\r
+#include "AliTPCAltroMapping.h"\r
+#include "AliTPCcalibDB.h"\r
+#include "AliTPCRawStream.h"\r
+#include "AliTPCRawStreamV3.h"\r
+#include "AliTPCRecoParam.h"\r
+#include "AliTPCReconstructor.h"\r
+#include "AliRawReader.h"\r
+#include "AliTPCCalROC.h"\r
+#include "AliRawEventHeaderBase.h"\r
+\r
+ClassImp(AliTPCclustererKr)\r
+\r
+\r
+AliTPCclustererKr::AliTPCclustererKr()\r
+  :TObject(),\r
+  fRawData(kFALSE),\r
+  fInput(0),\r
+  fOutput(0),\r
+  fParam(0),\r
+  fDigarr(0),\r
+  fRecoParam(0),\r
+  fZeroSup(2),\r
+  fFirstBin(60),\r
+  fLastBin(950),\r
+  fMaxNoiseAbs(2),\r
+  fMaxNoiseSigma(3),\r
+  fMinAdc(3),\r
+  fMinTimeBins(2),\r
+//  fMaxPadRange(4),\r
+//  fMaxRowRange(3),\r
+  fMaxTimeRange(7),\r
+  fValueToSize(3.5),\r
+  fMaxPadRangeCm(2.5),\r
+  fMaxRowRangeCm(3.5),\r
+  fIsolCut(3),\r
+  fDebugLevel(-1),\r
+  fHistoRow(0),\r
+  fHistoPad(0),\r
+  fHistoTime(0),\r
+   fHistoRowPad(0),\r
+   fTimeStamp(0),\r
+  fRun(0)\r
+{\r
+//\r
+// default constructor\r
+//\r
+}\r
+\r
+AliTPCclustererKr::AliTPCclustererKr(const AliTPCclustererKr &param)\r
+  :TObject(),\r
+  fRawData(kFALSE),\r
+  fInput(0),\r
+  fOutput(0),\r
+  fParam(0),\r
+  fDigarr(0),\r
+  fRecoParam(0),\r
+  fZeroSup(2),\r
+  fFirstBin(60),\r
+  fLastBin(950),\r
+  fMaxNoiseAbs(2),\r
+  fMaxNoiseSigma(3),\r
+  fMinAdc(3),\r
+  fMinTimeBins(2),\r
+//  fMaxPadRange(4),\r
+//  fMaxRowRange(3),\r
+  fMaxTimeRange(7),\r
+  fValueToSize(3.5),\r
+  fMaxPadRangeCm(2.5),\r
+  fMaxRowRangeCm(3.5),\r
+  fIsolCut(3),\r
+  fDebugLevel(-1),\r
+  fHistoRow(0),\r
+  fHistoPad(0),\r
+  fHistoTime(0),\r
+  fHistoRowPad(0),\r
+   fTimeStamp(0),\r
+   fRun(0)\r
+{\r
+//\r
+// copy constructor\r
+//\r
+  fParam = param.fParam;\r
+  fRecoParam = param.fRecoParam;\r
+  fRawData = param.fRawData;\r
+  fInput  = param.fInput ;\r
+  fOutput = param.fOutput;\r
+  fDigarr = param.fDigarr;\r
+  fZeroSup       = param.fZeroSup       ;\r
+  fFirstBin     = param.fFirstBin      ;\r
+  fLastBin      = param.fLastBin       ;\r
+  fMaxNoiseAbs  = param.fMaxNoiseAbs   ;\r
+  fMaxNoiseSigma = param.fMaxNoiseSigma ;\r
+  fMinAdc = param.fMinAdc;\r
+  fMinTimeBins = param.fMinTimeBins;\r
+//  fMaxPadRange  = param.fMaxPadRange ;\r
+//  fMaxRowRange  = param.fMaxRowRange ;\r
+  fMaxTimeRange = param.fMaxTimeRange;\r
+  fValueToSize  = param.fValueToSize;\r
+  fMaxPadRangeCm = param.fMaxPadRangeCm;\r
+  fMaxRowRangeCm = param.fMaxRowRangeCm;\r
+  fIsolCut = param.fIsolCut;\r
+  fDebugLevel = param.fDebugLevel;\r
+  fHistoRow    = param.fHistoRow   ;\r
+  fHistoPad    = param.fHistoPad  ;\r
+  fHistoTime   = param.fHistoTime;\r
+  fHistoRowPad = param.fHistoRowPad;\r
+  fTimeStamp = param.fTimeStamp;\r
+  fRun = param.fRun;\r
+\r
+} \r
+\r
+AliTPCclustererKr & AliTPCclustererKr::operator = (const AliTPCclustererKr & param)\r
+{\r
+  //\r
+  // assignment operator\r
+  //\r
+  if (this == &param) return (*this);\r
+  \r
+  fParam = param.fParam;\r
+  fRecoParam = param.fRecoParam;\r
+  fRawData = param.fRawData;\r
+  fInput  = param.fInput ;\r
+  fOutput = param.fOutput;\r
+  fDigarr = param.fDigarr;\r
+  fZeroSup       = param.fZeroSup       ;\r
+  fFirstBin     = param.fFirstBin      ;\r
+  fLastBin      = param.fLastBin       ;\r
+  fMaxNoiseAbs  = param.fMaxNoiseAbs   ;\r
+  fMaxNoiseSigma = param.fMaxNoiseSigma ;\r
+  fMinAdc = param.fMinAdc;\r
+  fMinTimeBins = param.fMinTimeBins;\r
+//  fMaxPadRange  = param.fMaxPadRange ;\r
+//  fMaxRowRange  = param.fMaxRowRange ;\r
+  fMaxTimeRange = param.fMaxTimeRange;\r
+  fValueToSize  = param.fValueToSize;\r
+  fMaxPadRangeCm = param.fMaxPadRangeCm;\r
+  fMaxRowRangeCm = param.fMaxRowRangeCm;\r
+  fIsolCut = param.fIsolCut;\r
+  fDebugLevel = param.fDebugLevel;\r
+  fHistoRow    = param.fHistoRow   ;\r
+  fHistoPad    = param.fHistoPad  ;\r
+  fHistoTime   = param.fHistoTime;\r
+  fHistoRowPad = param.fHistoRowPad;\r
+  fTimeStamp = param.fTimeStamp;\r
+  fRun = param.fRun;\r
+  return (*this);\r
+}\r
+\r
+AliTPCclustererKr::~AliTPCclustererKr()\r
+{\r
+  //\r
+  // destructor\r
+  //\r
+  delete fOutput;\r
+}\r
+\r
+void AliTPCclustererKr::SetRecoParam(AliTPCRecoParam *recoParam)\r
+{\r
+  //\r
+  // set reconstruction parameters\r
+  //\r
+  if (recoParam) {\r
+    fRecoParam = recoParam;\r
+  }else{\r
+    //set default parameters if not specified\r
+    fRecoParam = AliTPCReconstructor::GetRecoParam();\r
+    if (!fRecoParam)  fRecoParam = AliTPCRecoParam::GetLowFluxParam();\r
+  }\r
+  return;\r
+}\r
+\r
+\r
+////____________________________________________________________________________\r
+////       I/O\r
+void AliTPCclustererKr::SetInput(TTree * tree)\r
+{\r
+  //\r
+  // set input tree with digits\r
+  //\r
+  fInput = tree;  \r
+  if  (!fInput->GetBranch("Segment")){\r
+    cerr<<"AliTPCclusterKr::FindClusterKr(): no proper input tree !\n";\r
+    fInput=0;\r
+    return;\r
+  }\r
+}\r
+\r
+void AliTPCclustererKr::SetOutput(TTree * /*tree*/) \r
+{\r
+  //\r
+  //dummy\r
+  //\r
+  fOutput = new TTreeSRedirector("Krypton.root");\r
+}\r
+\r
+////____________________________________________________________________________\r
+//// with new I/O\r
+Int_t AliTPCclustererKr::FinderIO()\r
+{\r
+  // Krypton cluster finder for simulated events from MC\r
+\r
+  if (!fInput) { \r
+    Error("Digits2Clusters", "input tree not initialised");\r
+    return 10;\r
+  }\r
+  \r
+  if (!fOutput) {\r
+    Error("Digits2Clusters", "output tree not initialised");\r
+    return 11;\r
+  }\r
+\r
+  FindClusterKrIO();\r
+  return 0;\r
+}\r
+\r
+\r
+\r
+Int_t AliTPCclustererKr::FinderIO(AliRawReader* rawReader)\r
+{\r
+  // Krypton cluster finder for the TPC raw data\r
+  // this method is unsing AliAltroRawStreamV3\r
+  // fParam must be defined before\r
+  if (!rawReader) return 1;\r
+  //\r
+  fRawData=kTRUE; //set flag to data\r
+  \r
+  if (!fOutput) {\r
+    Error("Digits2Clusters", "output tree not initialised");\r
+    return 11;\r
+  }\r
+  \r
+  fParam->SetMaxTBin(fRecoParam->GetLastBin());//set number of timebins from reco -> param\r
+  //   used later for memory allocation\r
+\r
+  AliRawEventHeaderBase* eventHeader = (AliRawEventHeaderBase*)rawReader->GetEventHeader();\r
+  if (eventHeader){\r
+    fTimeStamp = eventHeader->Get("Timestamp");\r
+    fRun = rawReader->GetRunNumber();\r
+  }\r
+\r
+\r
+  Bool_t isAltro=kFALSE;\r
+  \r
+  AliTPCROC * roc = AliTPCROC::Instance();\r
+  AliTPCCalPad * noiseTPC = AliTPCcalibDB::Instance()->GetPadNoise();\r
+  AliTPCAltroMapping** mapping =AliTPCcalibDB::Instance()->GetMapping();\r
+  //\r
+  AliTPCRawStreamV3 input(rawReader,(AliAltroMapping**)mapping);\r
+  \r
+  const Int_t kNIS = fParam->GetNInnerSector();//number of inner sectors\r
+  const Int_t kNOS = fParam->GetNOuterSector();//number of outer sectors\r
+  const Int_t kNS = kNIS + kNOS;//all sectors\r
+  \r
+  \r
+  //crate TPC view\r
+  AliTPCDigitsArray *digarr=new AliTPCDigitsArray(kFALSE);//data not sim\r
+  digarr->Setup(fParam);//as usually parameters\r
+  \r
+  for(Int_t iSec = 0; iSec < kNS; iSec++) {\r
+    AliTPCCalROC * noiseROC;\r
+    AliTPCCalROC noiseDummy(iSec);\r
+    if(noiseTPC==0x0){\r
+      noiseROC = &noiseDummy;//noise=0\r
+    }else{\r
+      noiseROC = noiseTPC->GetCalROC(iSec);  // noise per given sector\r
+    }\r
+    Int_t nRows = 0; //number of rows in sector\r
+    Int_t nDDLs = 0; //number of DDLs\r
+    Int_t indexDDL = 0; //DDL index\r
+    if (iSec < kNIS) {\r
+      nRows = fParam->GetNRowLow();\r
+      nDDLs = 2;\r
+      indexDDL = iSec * 2;\r
+    }else {\r
+      nRows = fParam->GetNRowUp();\r
+      nDDLs = 4;\r
+      indexDDL = (iSec-kNIS) * 4 + kNIS * 2;\r
+    }\r
+    \r
+    //\r
+    // Load the raw data for corresponding DDLs\r
+    //\r
+    rawReader->Reset();\r
+    rawReader->Select("TPC",indexDDL,indexDDL+nDDLs-1);\r
+      \r
+    \r
+    while (input.NextDDL()){\r
+      // Allocate memory for rows in sector (pads(depends on row) x timebins)\r
+      if (!digarr->GetRow(iSec,0)){\r
+        for(Int_t iRow = 0; iRow < nRows; iRow++) {\r
+          digarr->CreateRow(iSec,iRow);\r
+        }//end loop over rows\r
+      }\r
+      //loop over pads\r
+      while ( input.NextChannel() ) {\r
+        Int_t iRow = input.GetRow();\r
+        Int_t iPad = input.GetPad();\r
+        //check row consistency\r
+        if (iRow < 0 ) continue;\r
+        if (iRow < 0 || iRow >= nRows){\r
+          AliError(Form("Pad-row index (%d) outside the range (%d -> %d) !",\r
+                        iRow, 0, nRows -1));\r
+          continue;\r
+        }\r
+        \r
+      //check pad consistency\r
+        if (iPad < 0 || iPad >= (Int_t)(roc->GetNPads(iSec,iRow))) {\r
+          AliError(Form("Pad index (%d) outside the range (%d -> %d) !",\r
+                        iPad, 0, roc->GetNPads(iSec,iRow) ));\r
+          continue;\r
+        }\r
+        \r
+      //loop over bunches\r
+        while ( input.NextBunch() ){\r
+          Int_t  startTbin    = (Int_t)input.GetStartTimeBin();\r
+          Int_t  bunchlength  = (Int_t)input.GetBunchLength();\r
+          const UShort_t *sig = input.GetSignals();\r
+          isAltro=kTRUE;\r
+          for (Int_t iTime = 0; iTime<bunchlength; iTime++){\r
+            Int_t iTimeBin=startTbin-iTime;\r
+            //\r
+            if(fDebugLevel==72){\r
+              fHistoRow->Fill(iRow);\r
+              fHistoPad->Fill(iPad);\r
+              fHistoTime->Fill(iTimeBin);\r
+              fHistoRowPad->Fill(iPad,iRow);\r
+            }else if(fDebugLevel>=0&&fDebugLevel<72){\r
+              if(iSec==fDebugLevel){\r
+                fHistoRow->Fill(iRow);\r
+                fHistoPad->Fill(iPad);\r
+                fHistoTime->Fill(iTimeBin);\r
+                fHistoRowPad->Fill(iPad,iRow);\r
+              }\r
+            }else if(fDebugLevel==73){\r
+              if(iSec<36){\r
+                fHistoRow->Fill(iRow);\r
+                fHistoPad->Fill(iPad);\r
+                fHistoTime->Fill(iTimeBin);\r
+                fHistoRowPad->Fill(iPad,iRow);\r
+              }\r
+            }else if(fDebugLevel==74){\r
+              if(iSec>=36){\r
+                fHistoRow->Fill(iRow);\r
+                fHistoPad->Fill(iPad);\r
+                fHistoTime->Fill(iTimeBin);\r
+                fHistoRowPad->Fill(iPad,iRow);\r
+              }\r
+            }\r
+            \r
+            //check time consistency\r
+            if ( iTimeBin < fRecoParam->GetFirstBin() || iTimeBin >= fRecoParam->GetLastBin()){\r
+              //cout<<iTimeBin<<endl;\r
+              continue;\r
+              AliFatal(Form("Timebin index (%d) outside the range (%d -> %d) !",\r
+                            iTimeBin, 0, fRecoParam->GetLastBin() -1));\r
+            }\r
+            //signal\r
+            Float_t signal=(Float_t)sig[iTime];\r
+            if (signal <= fZeroSup ||\r
+                iTimeBin < fFirstBin ||\r
+                iTimeBin > fLastBin\r
+               ) {\r
+                 digarr->GetRow(iSec,iRow)->SetDigitFast(0,iTimeBin,iPad);\r
+                 continue;\r
+               }\r
+            if (!noiseROC) continue;\r
+            Double_t noiseOnPad = noiseROC->GetValue(iRow,iPad);//noise on given pad and row in sector\r
+            if (noiseOnPad > fMaxNoiseAbs){\r
+              digarr->GetRow(iSec,iRow)->SetDigitFast(0,iTimeBin,iPad);\r
+              continue; // consider noisy pad as dead\r
+            }\r
+            if(signal <= fMaxNoiseSigma * noiseOnPad){\r
+              digarr->GetRow(iSec,iRow)->SetDigitFast(0,iTimeBin,iPad);\r
+              continue;\r
+            }\r
+            digarr->GetRow(iSec,iRow)->SetDigitFast(TMath::Nint(signal),iTimeBin,iPad);\r
+          }// end loop signals in bunch\r
+        }// end loop bunches\r
+      } // end loop pads\r
+    }// end ddl loop\r
+  }// end sector loop\r
+  SetDigArr(digarr);\r
+  if(isAltro) FindClusterKrIO();\r
+  delete digarr;\r
+  \r
+  return 0;\r
+}\r
+\r
+\r
+\r
+\r
+\r
+Int_t AliTPCclustererKr::FinderIOold(AliRawReader* rawReader)\r
+{\r
+  // Krypton cluster finder for the TPC raw data\r
+  //\r
+  // fParam must be defined before\r
+  if (!rawReader) return 1;\r
+\r
+  if(rawReader)fRawData=kTRUE; //set flag to data\r
+  \r
+  if (!fOutput) {\r
+    Error("Digits2Clusters", "output tree not initialised");\r
+    return 11;\r
+  }\r
+  \r
+  fParam->SetMaxTBin(fRecoParam->GetLastBin());//set number of timebins from reco -> param\r
+  //   used later for memory allocation\r
+\r
+  AliRawEventHeaderBase* eventHeader = (AliRawEventHeaderBase*)rawReader->GetEventHeader();\r
+  if (eventHeader){\r
+    fTimeStamp = eventHeader->Get("Timestamp");\r
+    fRun = rawReader->GetRunNumber();\r
+  }\r
+  \r
+  Bool_t isAltro=kFALSE;\r
+  \r
+  AliTPCROC * roc = AliTPCROC::Instance();\r
+  AliTPCCalPad * noiseTPC = AliTPCcalibDB::Instance()->GetPadNoise();\r
+  AliTPCAltroMapping** mapping =AliTPCcalibDB::Instance()->GetMapping();\r
+  //\r
+  AliTPCRawStream input(rawReader,(AliAltroMapping**)mapping);\r
+  \r
+  const Int_t kNIS = fParam->GetNInnerSector();//number of inner sectors\r
+  const Int_t kNOS = fParam->GetNOuterSector();//number of outer sectors\r
+  const Int_t kNS = kNIS + kNOS;//all sectors\r
+  \r
+  \r
+  //crate TPC view\r
+  AliTPCDigitsArray *digarr=new AliTPCDigitsArray(kFALSE);//data not sim\r
+  digarr->Setup(fParam);//as usually parameters\r
+  \r
+  //\r
+  // Loop over sectors\r
+  //\r
+  for(Int_t iSec = 0; iSec < kNS; iSec++) {\r
+    AliTPCCalROC * noiseROC;\r
+    if(noiseTPC==0x0){\r
+      noiseROC =new AliTPCCalROC(iSec);//noise=0\r
+    }\r
+    else{\r
+      noiseROC = noiseTPC->GetCalROC(iSec);  // noise per given sector\r
+    }\r
+    Int_t nRows = 0; //number of rows in sector\r
+    Int_t nDDLs = 0; //number of DDLs\r
+    Int_t indexDDL = 0; //DDL index\r
+    if (iSec < kNIS) {\r
+      nRows = fParam->GetNRowLow();\r
+      nDDLs = 2;\r
+      indexDDL = iSec * 2;\r
+    }else {\r
+      nRows = fParam->GetNRowUp();\r
+      nDDLs = 4;\r
+      indexDDL = (iSec-kNIS) * 4 + kNIS * 2;\r
+    }\r
+    \r
+    //\r
+    // Load the raw data for corresponding DDLs\r
+    //\r
+    rawReader->Reset();\r
+    rawReader->Select("TPC",indexDDL,indexDDL+nDDLs-1);\r
+    \r
+    if(input.Next()) {\r
+      isAltro=kTRUE;\r
+      // Allocate memory for rows in sector (pads(depends on row) x timebins)\r
+      for(Int_t iRow = 0; iRow < nRows; iRow++) {\r
+        digarr->CreateRow(iSec,iRow);\r
+      }//end loop over rows\r
+    }\r
+    rawReader->Reset();\r
+    rawReader->Select("TPC",indexDDL,indexDDL+nDDLs-1);\r
+    \r
+    //\r
+    // Begin loop over altro data\r
+    //\r
+    while (input.Next()) {\r
+      \r
+      //check sector consistency\r
+      if (input.GetSector() != iSec)\r
+        AliFatal(Form("Sector index mismatch ! Expected (%d), but got (%d) !",iSec,input.GetSector()));\r
+      \r
+      Int_t iRow = input.GetRow();\r
+      Int_t iPad = input.GetPad();\r
+      Int_t iTimeBin = input.GetTime();\r
+      \r
+      //\r
+      if(fDebugLevel==72){\r
+        fHistoRow->Fill(iRow);\r
+        fHistoPad->Fill(iPad);\r
+        fHistoTime->Fill(iTimeBin);\r
+        fHistoRowPad->Fill(iPad,iRow);\r
+      }else if(fDebugLevel>=0&&fDebugLevel<72){\r
+        if(iSec==fDebugLevel){\r
+          fHistoRow->Fill(iRow);\r
+          fHistoPad->Fill(iPad);\r
+          fHistoTime->Fill(iTimeBin);\r
+          fHistoRowPad->Fill(iPad,iRow);\r
+        }\r
+      }else if(fDebugLevel==73){\r
+        if(iSec<36){\r
+          fHistoRow->Fill(iRow);\r
+          fHistoPad->Fill(iPad);\r
+          fHistoTime->Fill(iTimeBin);\r
+          fHistoRowPad->Fill(iPad,iRow);\r
+        }\r
+      }else if(fDebugLevel==74){\r
+        if(iSec>=36){\r
+          fHistoRow->Fill(iRow);\r
+          fHistoPad->Fill(iPad);\r
+          fHistoTime->Fill(iTimeBin);\r
+          fHistoRowPad->Fill(iPad,iRow);\r
+        }\r
+      }\r
+      \r
+      //check row consistency\r
+      if (iRow < 0 ) continue;\r
+      if (iRow < 0 || iRow >= nRows){\r
+        AliError(Form("Pad-row index (%d) outside the range (%d -> %d) !",\r
+                      iRow, 0, nRows -1));\r
+        continue;\r
+      }\r
+      \r
+      //check pad consistency\r
+      if (iPad < 0 || iPad >= (Int_t)(roc->GetNPads(iSec,iRow))) {\r
+        AliError(Form("Pad index (%d) outside the range (%d -> %d) !",\r
+                      iPad, 0, roc->GetNPads(iSec,iRow) ));\r
+        continue;\r
+      }\r
+      \r
+      //check time consistency\r
+      if ( iTimeBin < fRecoParam->GetFirstBin() || iTimeBin >= fRecoParam->GetLastBin()){\r
+  //cout<<iTimeBin<<endl;\r
+        continue;\r
+        AliFatal(Form("Timebin index (%d) outside the range (%d -> %d) !",\r
+                      iTimeBin, 0, fRecoParam->GetLastBin() -1));\r
+      }\r
+      \r
+      //signal\r
+      Int_t signal = input.GetSignal();\r
+      if (signal <= fZeroSup ||\r
+          iTimeBin < fFirstBin ||\r
+          iTimeBin > fLastBin\r
+         ) {\r
+           digarr->GetRow(iSec,iRow)->SetDigitFast(0,iTimeBin,iPad);\r
+           continue;\r
+         }\r
+      if (!noiseROC) continue;\r
+      Double_t noiseOnPad = noiseROC->GetValue(iRow,iPad);//noise on given pad and row in sector\r
+      if (noiseOnPad > fMaxNoiseAbs){\r
+        digarr->GetRow(iSec,iRow)->SetDigitFast(0,iTimeBin,iPad);\r
+        continue; // consider noisy pad as dead\r
+      }\r
+      if(signal <= fMaxNoiseSigma * noiseOnPad){\r
+        digarr->GetRow(iSec,iRow)->SetDigitFast(0,iTimeBin,iPad);\r
+        continue;\r
+      }\r
+      digarr->GetRow(iSec,iRow)->SetDigitFast(signal,iTimeBin,iPad);\r
+    }//end of loop over altro data\r
+  }//end of loop over sectors\r
+  \r
+  SetDigArr(digarr);\r
+  if(isAltro) FindClusterKrIO();\r
+  delete digarr;\r
+  \r
+  return 0;\r
+}\r
+\r
+void AliTPCclustererKr::CleanSector(Int_t sector){\r
+  //\r
+  // clean isolated digits\r
+  //  \r
+  const Int_t kNRows=fParam->GetNRow(sector);//number of rows in sector\r
+  for(Int_t iRow=0; iRow<kNRows; ++iRow){\r
+    AliSimDigits *digrow;\r
+    if(fRawData){\r
+      digrow = (AliSimDigits*)fDigarr->GetRow(sector,iRow);//real data\r
+    }else{\r
+      digrow = (AliSimDigits*)fDigarr->LoadRow(sector,iRow);//MC\r
+    }\r
+    if(!digrow) continue;\r
+    digrow->ExpandBuffer(); //decrunch\r
+    const Int_t kNPads = digrow->GetNCols();  // number of pads\r
+    const Int_t kNTime = digrow->GetNRows(); // number of timebins\r
+    for(Int_t iPad=1;iPad<kNPads-1;iPad++){\r
+      Short_t*  val = digrow->GetDigitsColumn(iPad);\r
+\r
+      for(Int_t iTimeBin=1;iTimeBin<kNTime-1;iTimeBin++){\r
+       if (val[iTimeBin]<=0) continue;\r
+       if (val[iTimeBin-1]+val[iTimeBin+1]<fIsolCut) {val[iTimeBin]=0; continue;}\r
+       if (val[iTimeBin-kNTime]+val[iTimeBin+kNTime]<fIsolCut) {val[iTimeBin]=0; continue;}\r
+       //\r
+       if (val[iTimeBin-1-kNTime]+val[iTimeBin+1+kNTime]<fIsolCut) {val[iTimeBin]=0; continue;}\r
+       if (val[iTimeBin+1-kNTime]+val[iTimeBin-1+kNTime]<fIsolCut) {val[iTimeBin]=0; continue;}\r
+\r
+      }\r
+    }\r
+  }\r
+}\r
+\r
+\r
+////____________________________________________________________________________\r
+Int_t AliTPCclustererKr::FindClusterKrIO()\r
+{\r
+\r
+  //\r
+  //fParam and  fDigarr must be set to run this method\r
+  //\r
+\r
+  Int_t clusterCounter=0;\r
+  const Int_t nTotalSector=fParam->GetNSector();//number of sectors\r
+  for(Int_t iSec=0; iSec<nTotalSector; ++iSec){\r
+    CleanSector(iSec);\r
+\r
+    //vector of maxima for each sector\r
+    //std::vector<AliPadMax*> maximaInSector;\r
+    TObjArray *maximaInSector=new TObjArray();//to store AliPadMax*\r
+\r
+    //\r
+    //  looking for the maxima on the pad\r
+    //\r
+\r
+    const Int_t kNRows=fParam->GetNRow(iSec);//number of rows in sector\r
+    for(Int_t iRow=0; iRow<kNRows; ++iRow){\r
+      AliSimDigits *digrow;\r
+      if(fRawData){\r
+       digrow = (AliSimDigits*)fDigarr->GetRow(iSec,iRow);//real data\r
+      }else{\r
+       digrow = (AliSimDigits*)fDigarr->LoadRow(iSec,iRow);//MC\r
+      }\r
+      if(digrow){//if pointer exist\r
+       digrow->ExpandBuffer(); //decrunch\r
+       const Int_t kNPads = digrow->GetNCols();  // number of pads\r
+       const Int_t kNTime = digrow->GetNRows(); // number of timebins\r
+       for(Int_t iPad=0;iPad<kNPads;iPad++){\r
+         \r
+         Int_t timeBinMax=-1;//timebin of maximum \r
+         Int_t valueMaximum=-1;//value of maximum in adc\r
+         Int_t increaseBegin=-1;//timebin when increase starts\r
+         Int_t sumAdc=0;//sum of adc on the pad in maximum surrounding\r
+         bool ifIncreaseBegin=true;//flag - check if increasing started\r
+         bool ifMaximum=false;//flag - check if it could be maximum\r
+         Short_t* val = digrow->GetDigitsColumn(iPad);\r
+         for(Int_t iTimeBin=1;iTimeBin<kNTime-1;iTimeBin++){\r
+           if (!ifMaximum)  {\r
+             if (val[iTimeBin]==-1) break;   // 0 until the end\r
+             for( ; iTimeBin<kNTime-2&&val[iTimeBin]<fMinAdc ;iTimeBin++) {}\r
+           }\r
+           //\r
+           Short_t adc = val[iTimeBin];\r
+\r
+           if(adc<fMinAdc){//standard was 3 for fMinAdc\r
+             if(ifMaximum){\r
+               if(iTimeBin-increaseBegin<fMinTimeBins){//at least 2 time bins\r
+                 timeBinMax=-1;\r
+                 valueMaximum=-1;\r
+                 increaseBegin=-1;\r
+                 sumAdc=0;\r
+                 ifIncreaseBegin=true;\r
+                 ifMaximum=false;\r
+                 continue;\r
+               }\r
+               //insert maximum, default values and set flags\r
+               //Double_t xCord,yCord;\r
+               //GetXY(iSec,iRow,iPad,xCord,yCord);\r
+               Double_t x[]={iRow,iPad,iTimeBin};\r
+               Int_t i[]={iSec};\r
+               AliTPCTransform *transform     = AliTPCcalibDB::Instance()->GetTransform() ;\r
+\r
+               transform->Transform(x,i,0,1);\r
+               \r
+               AliPadMax *oneMaximum = new AliPadMax(AliTPCvtpr(valueMaximum,\r
+                                                                timeBinMax,\r
+                                                                iPad,\r
+                                                                iRow,\r
+                                                                x[0],//xCord,\r
+                                                                x[1],//yCord,\r
+                                                                x[2]/*timeBinMax*/),\r
+                                                     increaseBegin,\r
+                                                     iTimeBin-1,\r
+                                                     sumAdc);\r
+               maximaInSector->AddLast(oneMaximum);\r
+               \r
+               timeBinMax=-1;\r
+               valueMaximum=-1;\r
+               increaseBegin=-1;\r
+               sumAdc=0;\r
+               ifIncreaseBegin=true;\r
+               ifMaximum=false;\r
+             }\r
+             continue;\r
+           }\r
+\r
+\r
+\r
+\r
+\r
+\r
+           if(ifIncreaseBegin){\r
+             ifIncreaseBegin=false;\r
+             increaseBegin=iTimeBin;\r
+           }\r
+           \r
+           if(adc>valueMaximum){\r
+             timeBinMax=iTimeBin;\r
+             valueMaximum=adc;\r
+             ifMaximum=true;\r
+           }\r
+           sumAdc+=adc;\r
+           if(iTimeBin==kNTime-1 && ifMaximum && kNTime-increaseBegin>fMinTimeBins){//on the edge\r
+             //at least 3 timebins\r
+             //insert maximum, default values and set flags\r
+             //Double_t xCord,yCord;\r
+             //GetXY(iSec,iRow,iPad,xCord,yCord);\r
+             Double_t x[]={iRow,iPad,iTimeBin};\r
+             Int_t i[]={iSec};\r
+             //AliTPCTransform trafo;\r
+             //trafo.Transform(x,i,0,1);\r
+\r
+               AliTPCTransform *transform     = AliTPCcalibDB::Instance()->GetTransform() ;\r
+\r
+               transform->Transform(x,i,0,1);\r
+\r
+             AliPadMax *oneMaximum = new AliPadMax(AliTPCvtpr(valueMaximum,\r
+                                                              timeBinMax,\r
+                                                              iPad,\r
+                                                              iRow,\r
+                                                              x[0],//xCord,\r
+                                                              x[1],//yCord,\r
+                                                              x[2]/*timeBinMax*/),\r
+                                                   increaseBegin,\r
+                                                   iTimeBin-1,\r
+                                                   sumAdc);\r
+             maximaInSector->AddLast(oneMaximum);\r
+               \r
+             timeBinMax=-1;\r
+             valueMaximum=-1;\r
+             increaseBegin=-1;\r
+             sumAdc=0;\r
+             ifIncreaseBegin=true;\r
+             ifMaximum=false;\r
+             continue;\r
+           }\r
+           \r
+         }//end loop over timebins\r
+       }//end loop over pads\r
+//      }else{\r
+//     cout<<"Pointer does not exist!!"<<endl;\r
+      }//end if poiner exists\r
+    }//end loop over rows\r
+\r
+    MakeClusters(maximaInSector,iSec,clusterCounter);\r
+    //\r
+    maximaInSector->SetOwner(kTRUE);\r
+    maximaInSector->Delete();\r
+    delete maximaInSector;\r
+  }//end sector for\r
+  cout<<"Number of clusters in event: "<<clusterCounter<<endl;\r
+  return 0;\r
+}\r
+\r
+void AliTPCclustererKr::MakeClusters(TObjArray * maximaInSector, Int_t iSec, Int_t &clusterCounter){\r
+  //\r
+  // Make clusters\r
+  //\r
+\r
+  Int_t maxDig=0;\r
+  Int_t maxSumAdc=0;\r
+  Int_t maxTimeBin=0;\r
+  Int_t maxPad=0;\r
+  Int_t maxRow=0;\r
+  Double_t maxX=0;\r
+  Double_t maxY=0;\r
+  Double_t maxT=0;\r
+  Int_t entriesArr = maximaInSector->GetEntriesFast();\r
+  for(Int_t it1 = 0; it1 < entriesArr; ++it1 ) {\r
+    \r
+    AliPadMax *mp1=(AliPadMax *)maximaInSector->UncheckedAt(it1);\r
+    if (!mp1) continue;\r
+    AliTPCclusterKr clusterKr;\r
+    \r
+    Int_t nUsedPads=1;\r
+    Int_t clusterValue=0;\r
+    clusterValue+=(mp1)->GetSum();\r
+    list<Int_t> nUsedRows;\r
+    nUsedRows.push_back((mp1)->GetRow());\r
+    \r
+    maxDig      =(mp1)->GetAdc() ;\r
+    maxSumAdc   =(mp1)->GetSum() ;\r
+    maxTimeBin  =(mp1)->GetTime();\r
+    maxPad      =(mp1)->GetPad() ;\r
+    maxRow      =(mp1)->GetRow() ;\r
+    maxX        =(mp1)->GetX();\r
+    maxY        =(mp1)->GetY();\r
+    maxT        =(mp1)->GetT();\r
+    \r
+    AliSimDigits *digrowTmp;\r
+    if(fRawData){\r
+      digrowTmp = (AliSimDigits*)fDigarr->GetRow(iSec,(mp1)->GetRow());\r
+    }else{\r
+      digrowTmp = (AliSimDigits*)fDigarr->LoadRow(iSec,(mp1)->GetRow());\r
+    }\r
+    \r
+    digrowTmp->ExpandBuffer(); //decrunch\r
+    \r
+    for(Int_t itb=(mp1)->GetBegin(); itb<((mp1)->GetEnd())+1; itb++){\r
+      Int_t adcTmp = digrowTmp->GetDigitUnchecked(itb,(mp1)->GetPad());\r
+      AliTPCvtpr *vtpr=new AliTPCvtpr(adcTmp,itb,(mp1)->GetPad(),(mp1)->GetRow(),(mp1)->GetX(),(mp1)->GetY(),(mp1)->GetT());\r
+      clusterKr.AddDigitToCluster(vtpr);\r
+    }\r
+    clusterKr.SetCenter();//set centr of the cluster\r
+    \r
+    for(Int_t it2 = it1+1; it2 < entriesArr; ++it2 ) {\r
+      AliPadMax *mp2=(AliPadMax *)maximaInSector->UncheckedAt(it2);\r
+      if (!mp2) continue;\r
+      if (TMath::Abs(clusterKr.GetCenterX() - (mp2)->GetX()) > fMaxPadRangeCm) continue;\r
+      if (TMath::Abs(clusterKr.GetCenterY() - (mp2)->GetY()) > fMaxRowRangeCm) continue;      \r
+      if (TMath::Abs(clusterKr.GetCenterT() - (mp2)->GetT()) > fMaxTimeRange) continue;\r
+\r
+      {\r
+       clusterValue+=(mp2)->GetSum();\r
+       \r
+       nUsedPads++;\r
+       nUsedRows.push_back((mp2)->GetRow());\r
+       \r
+       AliSimDigits *digrowTmp1;\r
+       if(fRawData){\r
+         digrowTmp1 = (AliSimDigits*)fDigarr->GetRow(iSec,(mp2)->GetRow());\r
+       }else{\r
+         digrowTmp1 = (AliSimDigits*)fDigarr->LoadRow(iSec,(mp2)->GetRow());\r
+       }\r
+       digrowTmp1->ExpandBuffer(); //decrunch\r
+       \r
+       for(Int_t itb=(mp2)->GetBegin(); itb<(mp2)->GetEnd()+1; itb++){\r
+         Int_t adcTmp = digrowTmp1->GetDigitUnchecked(itb,(mp2)->GetPad());\r
+         AliTPCvtpr *vtpr=new AliTPCvtpr(adcTmp,itb,(mp2)->GetPad(),(mp2)->GetRow(),(mp2)->GetX(),(mp2)->GetY(),(mp2)->GetT());\r
+         clusterKr.AddDigitToCluster(vtpr);\r
+       }\r
+       \r
+       clusterKr.SetCenter();//set center of the cluster\r
+       \r
+       //which one is bigger\r
+       if( (mp2)->GetAdc() > maxDig ){\r
+         maxDig      =(mp2)->GetAdc() ;\r
+         maxSumAdc   =(mp2)->GetSum() ;\r
+         maxTimeBin  =(mp2)->GetTime();\r
+         maxPad      =(mp2)->GetPad() ;\r
+         maxRow      =(mp2)->GetRow() ;\r
+         maxX        =(mp2)->GetX() ;\r
+         maxY        =(mp2)->GetY() ;\r
+         maxT        =(mp2)->GetT() ;\r
+       } else if ( (mp2)->GetAdc() == maxDig ){\r
+         if( (mp2)->GetSum() > maxSumAdc){\r
+           maxDig      =(mp2)->GetAdc() ;\r
+           maxSumAdc   =(mp2)->GetSum() ;\r
+           maxTimeBin  =(mp2)->GetTime();\r
+           maxPad      =(mp2)->GetPad() ;\r
+           maxRow      =(mp2)->GetRow() ;\r
+           maxX        =(mp2)->GetX() ;\r
+           maxY        =(mp2)->GetY() ;\r
+           maxT        =(mp2)->GetT() ;\r
+         }\r
+       }\r
+       delete maximaInSector->RemoveAt(it2);\r
+      }\r
+    }//inside loop\r
+    delete maximaInSector->RemoveAt(it1);          \r
+    clusterKr.SetSize();\r
+    //through out clusters on the edge and noise\r
+    //if(clusterValue/clusterKr.fCluster.size()<fValueToSize)continue;\r
+    if(clusterValue/(clusterKr.GetSize())<fValueToSize)continue;\r
+    \r
+    clusterKr.SetADCcluster(clusterValue);\r
+    clusterKr.SetNPads(nUsedPads);\r
+    clusterKr.SetMax(AliTPCvtpr(maxDig,maxTimeBin,maxPad,maxRow,maxX,maxY,maxT));\r
+    clusterKr.SetSec(iSec);\r
+    clusterKr.SetSize();\r
+    \r
+    nUsedRows.sort();\r
+    nUsedRows.unique();\r
+    clusterKr.SetNRows(nUsedRows.size());\r
+    clusterKr.SetCenter();\r
+    \r
+    clusterKr.SetRMS();//Set pad,row,timebin RMS\r
+    clusterKr.Set1D();//Set size in pads and timebins\r
+\r
+    clusterKr.SetTimeStamp(fTimeStamp);\r
+    clusterKr.SetRun(fRun);\r
+\r
+    clusterCounter++;\r
+    \r
+    \r
+    //save each cluster into file\r
+    if (fOutput){\r
+      (*fOutput)<<"Kr"<<\r
+       "Cl.="<<&clusterKr<<\r
+       "\n";\r
+    }\r
+    //end of save each cluster into file adc.root\r
+  }//outer loop\r
+}\r
+\r
+\r
+\r
+////____________________________________________________________________________\r
+\r
+\r
+void AliTPCclustererKr::GetXY(Int_t sec,Int_t row,Int_t pad,Double_t& xGlob,Double_t& yGlob){\r
+  //\r
+  //gives global XY coordinate of the pad\r
+  //\r
+\r
+  Double_t yLocal = fParam->GetPadRowRadii(sec,row);//radius of row in sector in cm\r
+\r
+  Int_t padmax = fParam->GetNPads(sec,row);//number of pads in a given row\r
+  Float_t padXSize;\r
+  if(sec<fParam->GetNInnerSector())padXSize=0.4;\r
+  else padXSize=0.6;\r
+  Double_t xLocal=(pad+0.5-padmax/2.)*padXSize;//x-value of the center of pad\r
+\r
+  Float_t sin,cos;\r
+  fParam->AdjustCosSin((Int_t)sec,cos,sin);//return sinus and cosinus of the sector\r
+\r
+  Double_t xGlob1 =  xLocal * cos + yLocal * sin;\r
+  Double_t yGlob1 = -xLocal * sin + yLocal * cos;\r
+\r
+\r
+  Double_t rot=0;\r
+  rot=TMath::Pi()/2.;\r
+\r
+  xGlob =  xGlob1 * TMath::Cos(rot) + yGlob1 * TMath::Sin(rot);\r
+  yGlob = -xGlob1 * TMath::Sin(rot) + yGlob1 * TMath::Cos(rot);\r
+\r
+   yGlob=-1*yGlob;\r
+   if(sec<18||(sec>=36&&sec<54)) xGlob =-1*xGlob;\r
+\r
+\r
+  return;\r
+}\r