/* $Id$ */
-//_________________________________________________________________________
-// Implementation version 1 of the clusterization algorithm
-//
-//*-- Author: Yves Schutz (SUBATECH)
+//*-- Author: Yves Schutz (SUBATECH) & Dmitri Peressounko (SUBATECH & Kurchatov Institute)
//////////////////////////////////////////////////////////////////////////////
+// Clusterization class. Performs clusterization (collects neighbouring active cells) and
+// unfolds the clusters having several local maxima.
+// Results are stored in TreeR#, branches PHOSEmcRP (EMC recPoints),
+// PHOSCpvRP (CPV RecPoints) and AliPHOSClusterizer (Clusterizer with all
+// parameters including input digits branch title, thresholds etc.)
+// This TTask is normally called from Reconstructioner, but can as well be used in
+// standalone mode.
+// Use Case:
+// root [0] AliPHOSClusterizerv1 * cl = new AliPHOSClusterizerv1("galice.root", "recpointsname", "digitsname")
+// Warning in <TDatabasePDG::TDatabasePDG>: object already instantiated
+// // reads gAlice from header file "galice.root", uses digits stored in the branch names "digitsname" (default = "Default")
+// // and saves recpoints in branch named "recpointsname" (default = "digitsname")
+// root [1] cl->ExecuteTask()
+// //finds RecPoints in all events stored in galice.root
+// root [2] cl->SetDigitsBranch("digits2")
+// //sets another title for Digitis (input) branch
+// root [3] cl->SetRecPointsBranch("recp2")
+// //sets another title four output branches
+// root [4] cl->SetEmcLocalMaxCut(0.03)
+// //set clusterization parameters
+// root [5] cl->ExecuteTask("deb all time")
+// //once more finds RecPoints options are
+// // deb - print number of found rec points
+// // deb all - print number of found RecPoints and some their characteristics
+// // time - print benchmarking results
// --- ROOT system ---
#include "TMath.h"
+#include "TMinuit.h"
+#include "TTree.h"
+#include "TBenchmark.h"
// --- Standard library ---
-#include <iostream.h>
-
// --- AliRoot header files ---
-
+#include "AliLog.h"
+#include "AliPHOSGetter.h"
+#include "AliPHOSGeometry.h"
#include "AliPHOSClusterizerv1.h"
-#include "AliPHOSDigit.h"
#include "AliPHOSEmcRecPoint.h"
-#include "AliPHOSPpsdRecPoint.h"
-#include "AliPHOSv0.h"
-#include "AliRun.h"
+#include "AliPHOSCpvRecPoint.h"
+#include "AliPHOSDigit.h"
+#include "AliPHOSDigitizer.h"
+#include "AliPHOSCalibrationDB.h"
ClassImp(AliPHOSClusterizerv1)
+
+//____________________________________________________________________________
+ AliPHOSClusterizerv1::AliPHOSClusterizerv1() : AliPHOSClusterizer()
+{
+ // default ctor (to be used mainly by Streamer)
+
+ InitParameters() ;
+ fDefaultInit = kTRUE ;
+}
+
+//____________________________________________________________________________
+AliPHOSClusterizerv1::AliPHOSClusterizerv1(const TString alirunFileName, const TString eventFolderName)
+:AliPHOSClusterizer(alirunFileName, eventFolderName)
+{
+ // ctor with the indication of the file where header Tree and digits Tree are stored
+
+ InitParameters() ;
+ Init() ;
+ fDefaultInit = kFALSE ;
+}
+
+//____________________________________________________________________________
+ AliPHOSClusterizerv1::~AliPHOSClusterizerv1()
+{
+ // dtor
+
+}
+//____________________________________________________________________________
+const TString AliPHOSClusterizerv1::BranchName() const
+{
+ return GetName();
+}
+
+//____________________________________________________________________________
+Float_t AliPHOSClusterizerv1::Calibrate(Int_t amp, Int_t absId) const
+{
+ //To be replaced later by the method, reading individual parameters from the database
+ if(fCalibrationDB){
+ return fCalibrationDB->Calibrate(amp,absId) ;
+ }
+ else{ //simulation
+ if(absId <= fEmcCrystals) //calibrate as EMC
+ return fADCpedestalEmc + amp*fADCchanelEmc ;
+ else //calibrate as CPV
+ return fADCpedestalCpv+ amp*fADCchanelCpv ;
+ }
+}
+
+//____________________________________________________________________________
+void AliPHOSClusterizerv1::Exec(Option_t *option)
+{
+ // Steering method to perform clusterization for events
+ // in the range from fFirstEvent to fLastEvent.
+ // This range is optionally set by SetEventRange().
+ // if fLastEvent=-1 (by default), then process events until the end.
+
+ if(strstr(option,"tim"))
+ gBenchmark->Start("PHOSClusterizer");
+
+ if(strstr(option,"print")) {
+ Print() ;
+ return ;
+ }
+
+ AliPHOSGetter * gime = AliPHOSGetter::Instance() ;
+ GetCalibrationParameters() ;
+
+ if (fLastEvent == -1)
+ fLastEvent = gime->MaxEvent() - 1 ;
+ else
+ fLastEvent = TMath::Min(fFirstEvent, gime->MaxEvent()); // one event at the time
+ Int_t nEvents = fLastEvent - fFirstEvent + 1;
+
+ Int_t ievent ;
+ for (ievent = fFirstEvent; ievent <= fLastEvent; ievent++) {
+ gime->Event(ievent, "D");
+
+ fNumberOfEmcClusters = fNumberOfCpvClusters = 0 ;
+
+ MakeClusters() ;
+
+ if(fToUnfold)
+ MakeUnfolding() ;
+
+ WriteRecPoints();
+
+ if(strstr(option,"deb"))
+ PrintRecPoints(option) ;
+
+ //increment the total number of recpoints per run
+ fRecPointsInRun += gime->EmcRecPoints()->GetEntriesFast() ;
+ fRecPointsInRun += gime->CpvRecPoints()->GetEntriesFast() ;
+ }
+
+ if(fWrite) //do not unload in "on flight" mode
+ Unload();
+
+ if(strstr(option,"tim")){
+ gBenchmark->Stop("PHOSClusterizer");
+ AliInfo(Form("took %f seconds for Clusterizing %f seconds per event \n",
+ gBenchmark->GetCpuTime("PHOSClusterizer"),
+ gBenchmark->GetCpuTime("PHOSClusterizer")/nEvents )) ;
+ }
+}
+
+//____________________________________________________________________________
+Bool_t AliPHOSClusterizerv1::FindFit(AliPHOSEmcRecPoint * emcRP, AliPHOSDigit ** maxAt, Float_t * maxAtEnergy,
+ Int_t nPar, Float_t * fitparameters) const
+{
+ // Calls TMinuit to fit the energy distribution of a cluster with several maxima
+ // The initial values for fitting procedure are set equal to the positions of local maxima.
+ // Cluster will be fitted as a superposition of nPar/3 electromagnetic showers
+
+
+ AliPHOSGetter * gime = AliPHOSGetter::Instance();
+ TClonesArray * digits = gime->Digits();
+
+
+ gMinuit->mncler(); // Reset Minuit's list of paramters
+ gMinuit->SetPrintLevel(-1) ; // No Printout
+ gMinuit->SetFCN(AliPHOSClusterizerv1::UnfoldingChiSquare) ;
+ // To set the address of the minimization function
+
+ TList * toMinuit = new TList();
+ toMinuit->AddAt(emcRP,0) ;
+ toMinuit->AddAt(digits,1) ;
+
+ gMinuit->SetObjectFit(toMinuit) ; // To tranfer pointer to UnfoldingChiSquare
+
+ // filling initial values for fit parameters
+ AliPHOSDigit * digit ;
+
+ Int_t ierflg = 0;
+ Int_t index = 0 ;
+ Int_t nDigits = (Int_t) nPar / 3 ;
+
+ Int_t iDigit ;
+
+ const AliPHOSGeometry * geom = gime->PHOSGeometry() ;
+
+ for(iDigit = 0; iDigit < nDigits; iDigit++){
+ digit = maxAt[iDigit];
+
+ Int_t relid[4] ;
+ Float_t x = 0.;
+ Float_t z = 0.;
+ geom->AbsToRelNumbering(digit->GetId(), relid) ;
+ geom->RelPosInModule(relid, x, z) ;
+
+ Float_t energy = maxAtEnergy[iDigit] ;
+
+ gMinuit->mnparm(index, "x", x, 0.1, 0, 0, ierflg) ;
+ index++ ;
+ if(ierflg != 0){
+ Warning("FindFit", "PHOS Unfolding unable to set initial value for fit procedure : x = %f\n", x ) ;
+ return kFALSE;
+ }
+ gMinuit->mnparm(index, "z", z, 0.1, 0, 0, ierflg) ;
+ index++ ;
+ if(ierflg != 0){
+ Warning("FindFit", "PHOS Unfolding unable to set initial value for fit procedure : z =%f\n", z ) ;
+ return kFALSE;
+ }
+ gMinuit->mnparm(index, "Energy", energy , 0.05*energy, 0., 4.*energy, ierflg) ;
+ index++ ;
+ if(ierflg != 0){
+ Warning("FindFit", "PHOS Unfolding unable to set initial value for fit procedure : energy = %f\n", energy ) ;
+ return kFALSE;
+ }
+ }
+
+ Double_t p0 = 0.1 ; // "Tolerance" Evaluation stops when EDM = 0.0001*p0 ; The number of function call slightly
+ // depends on it.
+ Double_t p1 = 1.0 ;
+ Double_t p2 = 0.0 ;
+
+ gMinuit->mnexcm("SET STR", &p2, 0, ierflg) ; // force TMinuit to reduce function calls
+ gMinuit->mnexcm("SET GRA", &p1, 1, ierflg) ; // force TMinuit to use my gradient
+ gMinuit->SetMaxIterations(5);
+ gMinuit->mnexcm("SET NOW", &p2 , 0, ierflg) ; // No Warnings
+
+ gMinuit->mnexcm("MIGRAD", &p0, 0, ierflg) ; // minimize
+
+ if(ierflg == 4){ // Minimum not found
+ Warning("FindFit", "PHOS Unfolding fit not converged, cluster abandoned\n" );
+ return kFALSE ;
+ }
+ for(index = 0; index < nPar; index++){
+ Double_t err ;
+ Double_t val ;
+ gMinuit->GetParameter(index, val, err) ; // Returns value and error of parameter index
+ fitparameters[index] = val ;
+ }
+
+ delete toMinuit ;
+ return kTRUE;
+
+}
//____________________________________________________________________________
-AliPHOSClusterizerv1::AliPHOSClusterizerv1()
+void AliPHOSClusterizerv1::GetCalibrationParameters()
{
- // default ctor (to be used)
- fA = 0.;
- fB = 0.01 ;
+ AliPHOSGetter * gime = AliPHOSGetter::Instance();
+ if(gime->IsRawDigits()){
+ fCalibrationDB = gime->CalibrationDB();
+ }
+ else{
+ if ( !gime->Digitizer() )
+ gime->LoadDigitizer();
+ AliPHOSDigitizer * dig = gime->Digitizer();
+ fADCchanelEmc = dig->GetEMCchannel() ;
+ fADCpedestalEmc = dig->GetEMCpedestal();
+
+ fADCchanelCpv = dig->GetCPVchannel() ;
+ fADCpedestalCpv = dig->GetCPVpedestal() ;
+ }
+}
+
+//____________________________________________________________________________
+void AliPHOSClusterizerv1::Init()
+{
+ // Make all memory allocations which can not be done in default constructor.
+ // Attach the Clusterizer task to the list of PHOS tasks
+
+ AliPHOSGetter* gime = AliPHOSGetter::Instance() ;
+ if(!gime)
+ gime = AliPHOSGetter::Instance(GetTitle(), fEventFolderName.Data());
+
+ AliPHOSGeometry * geom = gime->PHOSGeometry();
+
+ fEmcCrystals = geom->GetNModules() * geom->GetNCristalsInModule() ;
+
+ if(!gMinuit)
+ gMinuit = new TMinuit(100);
+
+ if ( !gime->Clusterizer() ) {
+ gime->PostClusterizer(this);
+ }
+}
+
+//____________________________________________________________________________
+void AliPHOSClusterizerv1::InitParameters()
+{
+
+ fNumberOfCpvClusters = 0 ;
fNumberOfEmcClusters = 0 ;
- fNumberOfPpsdClusters = 0 ;
- fEmcClusteringThreshold = 0.1;
- fEmcEnergyThreshold = 0.01;
- fPpsdClusteringThreshold = 0.00000015;
- fPpsdEnergyThreshold = 0.0000001;
+
+ fCpvClusteringThreshold = 0.0;
+ fEmcClusteringThreshold = 0.2;
+
+ fEmcLocMaxCut = 0.03 ;
+ fCpvLocMaxCut = 0.03 ;
+
+ fEmcMinE = 0.01 ;
+ fCpvMinE = 0.0 ;
+
fW0 = 4.5 ;
- fLocMaxCut = 0.06 ;
+ fW0CPV = 4.0 ;
+
+ fEmcTimeGate = 1.e-8 ;
+
+ fToUnfold = kTRUE ;
+
+ fRecPointsInRun = 0 ;
+
+ fWrite = kTRUE ;
+
+ fCalibrationDB = 0 ;
+
+ SetEventRange(0,-1) ;
}
//____________________________________________________________________________
-Int_t AliPHOSClusterizerv1::AreNeighbours(AliPHOSDigit * d1, AliPHOSDigit * d2)
+Int_t AliPHOSClusterizerv1::AreNeighbours(AliPHOSDigit * d1, AliPHOSDigit * d2)const
{
// Gives the neighbourness of two digits = 0 are not neighbour but continue searching
// = 1 are neighbour
// = 2 are not neighbour but do not continue searching
- // neighbours are defined as digits having at least common vertex
+ // neighbours are defined as digits having at least a common vertex
// The order of d1 and d2 is important: first (d1) should be a digit already in a cluster
// which is compared to a digit (d2) not yet in a cluster
- Int_t rv = 0 ;
+ AliPHOSGeometry * geom = AliPHOSGetter::Instance()->PHOSGeometry() ;
- AliPHOSGeometry * geom = AliPHOSGeometry::GetInstance() ;
+ Int_t rv = 0 ;
Int_t relid1[4] ;
geom->AbsToRelNumbering(d1->GetId(), relid1) ;
Int_t relid2[4] ;
geom->AbsToRelNumbering(d2->GetId(), relid2) ;
- if ( (relid1[0] == relid2[0]) && (relid1[1]==relid2[1]) ) { // inside the same PHOS module and the same PPSD Module
+ if ( (relid1[0] == relid2[0]) && (relid1[1]==relid2[1]) ) { // inside the same PHOS module
Int_t rowdiff = TMath::Abs( relid1[2] - relid2[2] ) ;
Int_t coldiff = TMath::Abs( relid1[3] - relid2[3] ) ;
if (( coldiff <= 1 ) && ( rowdiff <= 1 )){
+ if((relid1[1] != 0) || (TMath::Abs(d1->GetTime() - d2->GetTime() ) < fEmcTimeGate))
rv = 1 ;
}
else {
if((relid2[2] > relid1[2]) && (relid2[3] > relid1[3]+1))
- rv = 2; // Difference in row numbers is too large to look further
+ rv = 2; // Difference in row numbers is too large to look further
}
}
else {
- if( (relid1[0] < relid2[0]) || (relid1[1] < relid2[1]) )
+ if( (relid1[0] < relid2[0]) || (relid1[1] != relid2[1]) )
rv=2 ;
}
-
+
return rv ;
}
+//____________________________________________________________________________
+void AliPHOSClusterizerv1::CleanDigits(TClonesArray * digits){
+ for(Int_t i=0; i<digits->GetEntriesFast(); i++){
+ AliPHOSDigit * digit = static_cast<AliPHOSDigit*>(digits->At(i)) ;
+ Float_t cut = IsInEmc(digit) ? fEmcMinE : fCpvMinE ;
+ if(Calibrate(digit->GetAmp(),digit->GetId()) < cut)
+ digits->RemoveAt(i) ;
+ }
+ digits->Compress() ;
+ for (Int_t i = 0 ; i < digits->GetEntriesFast() ; i++) {
+ AliPHOSDigit *digit = static_cast<AliPHOSDigit*>( digits->At(i) ) ;
+ digit->SetIndexInList(i) ;
+ }
+}
//____________________________________________________________________________
-void AliPHOSClusterizerv1::FillandSort(const DigitsList * dl, TObjArray * tl)
+Bool_t AliPHOSClusterizerv1::IsInEmc(AliPHOSDigit * digit) const
{
- // Copies the digits with energy above thershold and sorts the list
- // according to increasing Id number
-
- AliPHOSGeometry * geom = AliPHOSGeometry::GetInstance() ;
- Int_t relid[4] ;
-
- TIter next(dl) ;
- AliPHOSDigit * digit ;
-
-
+ // Tells if (true) or not (false) the digit is in a PHOS-EMC module
+ Bool_t rv = kFALSE ;
+ AliPHOSGeometry * geom = AliPHOSGetter::Instance()->PHOSGeometry() ;
- while ( (digit = (AliPHOSDigit *)next()) ) {
-
-// cout << " clusterizerv1 " << endl ;
-// int nprim = digit->GetNprimary() ;
-// int * aprim = digit->GetPrimary() ;
-// for ( int ii = 0 ; ii < nprim ; ii++)
-// cout << ii << " prim = " << aprim[ii] << endl ;
-
- Int_t id = digit->GetId() ;
- Float_t ene = Calibrate(digit->GetAmp()) ;
- geom->AbsToRelNumbering(id, relid) ;
- if(relid[1]==0){ // EMC
- if ( ene > fEmcEnergyThreshold )
- tl->Add(digit) ;
- }
+ Int_t nEMC = geom->GetNModules()*geom->GetNPhi()*geom->GetNZ();
- else { //Ppsd
- if ( ene > fPpsdEnergyThreshold )
- tl->Add(digit) ;
- }
+ if(digit->GetId() <= nEMC ) rv = kTRUE;
- }
- tl->Sort() ;
+ return rv ;
}
//____________________________________________________________________________
-void AliPHOSClusterizerv1:: GetNumberOfClustersFound(Int_t * numb)
+Bool_t AliPHOSClusterizerv1::IsInCpv(AliPHOSDigit * digit) const
{
- // Fills numb with the number of EMC (numb[0]) clusters found
- // PPSD (numb[1]) clusters found
+ // Tells if (true) or not (false) the digit is in a PHOS-CPV module
+
+ Bool_t rv = kFALSE ;
+
+ AliPHOSGeometry * geom = AliPHOSGetter::Instance()->PHOSGeometry() ;
- numb[0] = fNumberOfEmcClusters ;
- numb[1] = fNumberOfPpsdClusters ;
+ Int_t nEMC = geom->GetNModules()*geom->GetNPhi()*geom->GetNZ();
+
+ if(digit->GetId() > nEMC ) rv = kTRUE;
+
+ return rv ;
}
//____________________________________________________________________________
-Bool_t AliPHOSClusterizerv1::IsInEmc(AliPHOSDigit * digit)
+void AliPHOSClusterizerv1::Unload()
{
- // Tells if (true) or not (false) the digit is in a PHOS-EMC module
-
- Bool_t rv = kFALSE ;
+ AliPHOSGetter * gime = AliPHOSGetter::Instance() ;
+ gime->PhosLoader()->UnloadDigits() ;
+ gime->PhosLoader()->UnloadRecPoints() ;
+}
- AliPHOSGeometry * geom = AliPHOSGeometry::GetInstance() ;
+//____________________________________________________________________________
+void AliPHOSClusterizerv1::WriteRecPoints()
+{
- Int_t relid[4] ;
- geom->AbsToRelNumbering(digit->GetId(), relid) ;
+ // Creates new branches with given title
+ // fills and writes into TreeR.
- if ( relid[1] == 0 )
- rv = kTRUE;
+ AliPHOSGetter * gime = AliPHOSGetter::Instance();
- return rv ;
+ TObjArray * emcRecPoints = gime->EmcRecPoints() ;
+ TObjArray * cpvRecPoints = gime->CpvRecPoints() ;
+ TClonesArray * digits = gime->Digits() ;
+
+
+ Int_t index ;
+ //Evaluate position, dispersion and other RecPoint properties..
+ Int_t nEmc = emcRecPoints->GetEntriesFast();
+ for(index = 0; index < nEmc; index++){
+ AliPHOSEmcRecPoint * rp = dynamic_cast<AliPHOSEmcRecPoint *>( emcRecPoints->At(index) );
+ rp->Purify(fEmcMinE) ;
+ if(rp->GetMultiplicity()>0.) //If this RP is not empty
+ rp->EvalAll(fW0,digits) ;
+ else{
+ emcRecPoints->RemoveAt(index) ;
+ delete rp ;
+ }
+ }
+ emcRecPoints->Compress() ;
+ emcRecPoints->Sort() ;
+ // emcRecPoints->Expand(emcRecPoints->GetEntriesFast()) ;
+ for(index = 0; index < emcRecPoints->GetEntries(); index++){
+ dynamic_cast<AliPHOSEmcRecPoint *>( emcRecPoints->At(index) )->SetIndexInList(index) ;
+ }
+
+ //Now the same for CPV
+ for(index = 0; index < cpvRecPoints->GetEntries(); index++){
+ AliPHOSCpvRecPoint * rp = dynamic_cast<AliPHOSCpvRecPoint *>( cpvRecPoints->At(index) );
+ rp->EvalAll(fW0CPV,digits) ;
+ }
+ cpvRecPoints->Sort() ;
+
+ for(index = 0; index < cpvRecPoints->GetEntries(); index++)
+ dynamic_cast<AliPHOSCpvRecPoint *>( cpvRecPoints->At(index) )->SetIndexInList(index) ;
+
+ cpvRecPoints->Expand(cpvRecPoints->GetEntriesFast()) ;
+
+ if(fWrite){ //We write TreeR
+ TTree * treeR = gime->TreeR();
+
+ Int_t bufferSize = 32000 ;
+ Int_t splitlevel = 0 ;
+
+ //First EMC
+ TBranch * emcBranch = treeR->Branch("PHOSEmcRP","TObjArray",&emcRecPoints,bufferSize,splitlevel);
+ emcBranch->SetTitle(BranchName());
+
+ //Now CPV branch
+ TBranch * cpvBranch = treeR->Branch("PHOSCpvRP","TObjArray",&cpvRecPoints,bufferSize,splitlevel);
+ cpvBranch->SetTitle(BranchName());
+
+ emcBranch ->Fill() ;
+ cpvBranch ->Fill() ;
+
+ gime->WriteRecPoints("OVERWRITE");
+ gime->WriteClusterizer("OVERWRITE");
+ }
}
//____________________________________________________________________________
-void AliPHOSClusterizerv1::MakeClusters(const DigitsList * dl, RecPointsList * emcl, RecPointsList * ppsdl)
+void AliPHOSClusterizerv1::MakeClusters()
{
// Steering method to construct the clusters stored in a list of Reconstructed Points
// A cluster is defined as a list of neighbour digits
+
- // Fill and sort the working digits list
- TObjArray tempodigitslist( dl->GetEntries() ) ;
- FillandSort(dl, &tempodigitslist) ;
+ AliPHOSGetter * gime = AliPHOSGetter::Instance();
+
+ TObjArray * emcRecPoints = gime->EmcRecPoints() ;
+ TObjArray * cpvRecPoints = gime->CpvRecPoints() ;
+
+ emcRecPoints->Delete() ;
+ cpvRecPoints->Delete() ;
+
+ TClonesArray * digits = gime->Digits() ;
+
+ //Remove digits below threshold
+ CleanDigits(digits) ;
+
+ TClonesArray * digitsC = static_cast<TClonesArray*>( digits->Clone() ) ;
+
+
// Clusterization starts
- TIter nextdigit(&tempodigitslist) ;
+
+ TIter nextdigit(digitsC) ;
AliPHOSDigit * digit ;
Bool_t notremoved = kTRUE ;
- while ( (digit = (AliPHOSDigit *)nextdigit()) ) { // scan over the list of digits
- AliPHOSRecPoint * clu ;
-
- AliPHOSDigit ** clusterdigitslist = new AliPHOSDigit*[dl->GetEntries()] ;
- Int_t index ;
- if (( ( IsInEmc(digit) ) && ( Calibrate(digit->GetAmp() ) > fEmcClusteringThreshold ) ) ||
- ( ( !IsInEmc(digit) ) && ( Calibrate(digit->GetAmp() ) > fPpsdClusteringThreshold ) ) ) {
-
- Int_t iDigitInCluster = 0 ;
+ while ( (digit = dynamic_cast<AliPHOSDigit *>( nextdigit()) ) ) { // scan over the list of digitsC
+
- if ( IsInEmc(digit) ) {
- // start a new EMC RecPoint
- // new ((*emcl)[fNumberOfEmcClusters]) AliPHOSEmcRecPoint(fW0, fLocMaxCut) ; if TClonesArray
- (*emcl)[fNumberOfEmcClusters] = new AliPHOSEmcRecPoint(fW0, fLocMaxCut) ;
+ AliPHOSRecPoint * clu = 0 ;
- clu = (AliPHOSEmcRecPoint *) (*emcl)[fNumberOfEmcClusters] ;
- fNumberOfEmcClusters++ ;
- clu->AddDigit(*digit, Calibrate(digit->GetAmp())) ;
+ TArrayI clusterdigitslist(1500) ;
+ Int_t index ;
- clusterdigitslist[iDigitInCluster] = digit ;
- iDigitInCluster++ ;
- tempodigitslist.Remove(digit) ;
+ if (( IsInEmc (digit) && Calibrate(digit->GetAmp(),digit->GetId()) > fEmcClusteringThreshold ) ||
+ ( IsInCpv (digit) && Calibrate(digit->GetAmp(),digit->GetId()) > fCpvClusteringThreshold ) ) {
+ Int_t iDigitInCluster = 0 ;
+
+ if ( IsInEmc(digit) ) {
+ // start a new EMC RecPoint
+ if(fNumberOfEmcClusters >= emcRecPoints->GetSize())
+ emcRecPoints->Expand(2*fNumberOfEmcClusters+1) ;
+
+ emcRecPoints->AddAt(new AliPHOSEmcRecPoint(""), fNumberOfEmcClusters) ;
+ clu = dynamic_cast<AliPHOSEmcRecPoint *>( emcRecPoints->At(fNumberOfEmcClusters) ) ;
+ fNumberOfEmcClusters++ ;
+ clu->AddDigit(*digit, Calibrate(digit->GetAmp(),digit->GetId())) ;
+ clusterdigitslist[iDigitInCluster] = digit->GetIndexInList() ;
+ iDigitInCluster++ ;
+ digitsC->Remove(digit) ;
+ } else {
+
+ // start a new CPV cluster
+ if(fNumberOfCpvClusters >= cpvRecPoints->GetSize())
+ cpvRecPoints->Expand(2*fNumberOfCpvClusters+1);
- }
+ cpvRecPoints->AddAt(new AliPHOSCpvRecPoint(""), fNumberOfCpvClusters) ;
- else {
-
- // start a new PPSD cluster
- // new ((*ppsdl)[fNumberOfPpsdClusters]) AliPHOSPpsdRecPoint() ; if TClonesArray
- (*ppsdl)[fNumberOfPpsdClusters] = new AliPHOSPpsdRecPoint() ;
-
- clu = (AliPHOSPpsdRecPoint *) ppsdl->At(fNumberOfPpsdClusters) ;
- fNumberOfPpsdClusters++ ;
- clu->AddDigit(*digit, Calibrate(digit->GetAmp()) ) ;
- clusterdigitslist[iDigitInCluster] = digit ;
- iDigitInCluster++ ;
- tempodigitslist.Remove(digit) ;
+ clu = dynamic_cast<AliPHOSCpvRecPoint *>( cpvRecPoints->At(fNumberOfCpvClusters) ) ;
+ fNumberOfCpvClusters++ ;
+ clu->AddDigit(*digit, Calibrate(digit->GetAmp(),digit->GetId()) ) ;
+ clusterdigitslist[iDigitInCluster] = digit->GetIndexInList() ;
+ iDigitInCluster++ ;
+ digitsC->Remove(digit) ;
nextdigit.Reset() ;
-
- // Here we remove resting EMC digits, which cannot make cluster
-
+
+ // Here we remove remaining EMC digits, which cannot make a cluster
+
if( notremoved ) {
-
- while( ( digit = (AliPHOSDigit *)nextdigit() ) ) {
-
+ while( ( digit = dynamic_cast<AliPHOSDigit *>( nextdigit() ) ) ) {
if( IsInEmc(digit) )
- tempodigitslist.Remove(digit) ;
+ digitsC->Remove(digit) ;
else
- break ;
-
- } // while digit
-
- } // if notremoved
-
+ break ;
+ }
+ notremoved = kFALSE ;
+ }
+
} // else
nextdigit.Reset() ;
-
+
AliPHOSDigit * digitN ;
index = 0 ;
while (index < iDigitInCluster){ // scan over digits already in cluster
- digit = clusterdigitslist[index] ;
- index++ ;
- while ( (digitN = (AliPHOSDigit *)nextdigit()) ) { // scan over the reduced list of digits
- Int_t ineb = AreNeighbours(digit, digitN); // call (digit,digitN) in THAT oder !!!!!
+ digit = dynamic_cast<AliPHOSDigit*>( digits->At(clusterdigitslist[index]) ) ;
+ index++ ;
+ while ( (digitN = dynamic_cast<AliPHOSDigit *>( nextdigit() ) ) ) { // scan over the reduced list of digits
+ Int_t ineb = AreNeighbours(digit, digitN); // call (digit,digitN) in THAT oder !!!!!
switch (ineb ) {
case 0 : // not a neighbour
- break ;
- case 1 : // are neighbours
- clu->AddDigit(*digitN, Calibrate( digitN->GetAmp() ) ) ;
- clusterdigitslist[iDigitInCluster] = digitN ;
- iDigitInCluster++ ;
- tempodigitslist.Remove(digitN) ;
- break ;
+ break ;
+ case 1 : // are neighbours
+ clu->AddDigit(*digitN, Calibrate( digitN->GetAmp(), digitN->GetId() ) ) ;
+ clusterdigitslist[iDigitInCluster] = digitN->GetIndexInList() ;
+ iDigitInCluster++ ;
+ digitsC->Remove(digitN) ;
+ break ;
case 2 : // too far from each other
- goto endofloop;
- } // switch
-
- } // while digitN
-
+ goto endofloop;
+ } // switch
+
+ } // while digitN
+
endofloop: ;
- nextdigit.Reset() ;
-
+ nextdigit.Reset() ;
+
} // loop over cluster
-
- } //below energy theshold
-
- delete[] clusterdigitslist ;
+
+ } // energy theshold
+
} // while digit
- tempodigitslist.Clear() ;
+ delete digitsC ;
+
+}
+
+//____________________________________________________________________________
+void AliPHOSClusterizerv1::MakeUnfolding()
+{
+ // Unfolds clusters using the shape of an ElectroMagnetic shower
+ // Performs unfolding of all EMC/CPV clusters
+
+ AliPHOSGetter * gime = AliPHOSGetter::Instance();
+
+ const AliPHOSGeometry * geom = gime->PHOSGeometry() ;
+
+ TObjArray * emcRecPoints = gime->EmcRecPoints() ;
+ TObjArray * cpvRecPoints = gime->CpvRecPoints() ;
+ TClonesArray * digits = gime->Digits() ;
+
+ // Unfold first EMC clusters
+ if(fNumberOfEmcClusters > 0){
+
+ Int_t nModulesToUnfold = geom->GetNModules() ;
+
+ Int_t numberofNotUnfolded = fNumberOfEmcClusters ;
+ Int_t index ;
+ for(index = 0 ; index < numberofNotUnfolded ; index++){
+
+ AliPHOSEmcRecPoint * emcRecPoint = dynamic_cast<AliPHOSEmcRecPoint *>( emcRecPoints->At(index) ) ;
+ if(emcRecPoint->GetPHOSMod()> nModulesToUnfold)
+ break ;
+
+ Int_t nMultipl = emcRecPoint->GetMultiplicity() ;
+ AliPHOSDigit ** maxAt = new AliPHOSDigit*[nMultipl] ;
+ Float_t * maxAtEnergy = new Float_t[nMultipl] ;
+ Int_t nMax = emcRecPoint->GetNumberOfLocalMax(maxAt, maxAtEnergy,fEmcLocMaxCut,digits) ;
+
+ if( nMax > 1 ) { // if cluster is very flat (no pronounced maximum) then nMax = 0
+ UnfoldCluster(emcRecPoint, nMax, maxAt, maxAtEnergy) ;
+ emcRecPoints->Remove(emcRecPoint);
+ emcRecPoints->Compress() ;
+ index-- ;
+ fNumberOfEmcClusters -- ;
+ numberofNotUnfolded-- ;
+ }
+
+ delete[] maxAt ;
+ delete[] maxAtEnergy ;
+ }
+ }
+ // Unfolding of EMC clusters finished
+
+
+ // Unfold now CPV clusters
+ if(fNumberOfCpvClusters > 0){
+
+ Int_t nModulesToUnfold = geom->GetNModules() ;
+
+ Int_t numberofCpvNotUnfolded = fNumberOfCpvClusters ;
+ Int_t index ;
+ for(index = 0 ; index < numberofCpvNotUnfolded ; index++){
+
+ AliPHOSRecPoint * recPoint = dynamic_cast<AliPHOSRecPoint *>( cpvRecPoints->At(index) ) ;
+
+ if(recPoint->GetPHOSMod()> nModulesToUnfold)
+ break ;
+
+ AliPHOSEmcRecPoint * emcRecPoint = dynamic_cast<AliPHOSEmcRecPoint*>(recPoint) ;
+
+ Int_t nMultipl = emcRecPoint->GetMultiplicity() ;
+ AliPHOSDigit ** maxAt = new AliPHOSDigit*[nMultipl] ;
+ Float_t * maxAtEnergy = new Float_t[nMultipl] ;
+ Int_t nMax = emcRecPoint->GetNumberOfLocalMax(maxAt, maxAtEnergy,fCpvLocMaxCut,digits) ;
+
+ if( nMax > 1 ) { // if cluster is very flat (no pronounced maximum) then nMax = 0
+ UnfoldCluster(emcRecPoint, nMax, maxAt, maxAtEnergy) ;
+ cpvRecPoints->Remove(emcRecPoint);
+ cpvRecPoints->Compress() ;
+ index-- ;
+ numberofCpvNotUnfolded-- ;
+ fNumberOfCpvClusters-- ;
+ }
+
+ delete[] maxAt ;
+ delete[] maxAtEnergy ;
+ }
+ }
+ //Unfolding of Cpv clusters finished
+
+}
+
+//____________________________________________________________________________
+Double_t AliPHOSClusterizerv1::ShowerShape(Double_t r)
+{
+ // Shape of the shower (see PHOS TDR)
+ // If you change this function, change also the gradient evaluation in ChiSquare()
+
+ Double_t r4 = r*r*r*r ;
+ Double_t r295 = TMath::Power(r, 2.95) ;
+ Double_t shape = TMath::Exp( -r4 * (1. / (2.32 + 0.26 * r4) + 0.0316 / (1 + 0.0652 * r295) ) ) ;
+ return shape ;
+}
+
+//____________________________________________________________________________
+void AliPHOSClusterizerv1::UnfoldCluster(AliPHOSEmcRecPoint * iniEmc,
+ Int_t nMax,
+ AliPHOSDigit ** maxAt,
+ Float_t * maxAtEnergy)
+{
+ // Performs the unfolding of a cluster with nMax overlapping showers
+
+ AliPHOSGetter * gime = AliPHOSGetter::Instance();
+
+ const AliPHOSGeometry * geom = gime->PHOSGeometry() ;
+
+ const TClonesArray * digits = gime->Digits() ;
+ TObjArray * emcRecPoints = gime->EmcRecPoints() ;
+ TObjArray * cpvRecPoints = gime->CpvRecPoints() ;
+
+ Int_t nPar = 3 * nMax ;
+ Float_t * fitparameters = new Float_t[nPar] ;
+ Bool_t rv = FindFit(iniEmc, maxAt, maxAtEnergy, nPar, fitparameters) ;
+ if( !rv ) {
+ // Fit failed, return and remove cluster
+ delete[] fitparameters ;
+ return ;
+ }
+
+ // create ufolded rec points and fill them with new energy lists
+ // First calculate energy deposited in each sell in accordance with fit (without fluctuations): efit[]
+ // and later correct this number in acordance with actual energy deposition
+
+ Int_t nDigits = iniEmc->GetMultiplicity() ;
+ Float_t * efit = new Float_t[nDigits] ;
+ Float_t xDigit=0.,zDigit=0.,distance=0. ;
+ Float_t xpar=0.,zpar=0.,epar=0. ;
+ Int_t relid[4] ;
+ AliPHOSDigit * digit = 0 ;
+ Int_t * emcDigits = iniEmc->GetDigitsList() ;
+
+ Int_t iparam ;
+ Int_t iDigit ;
+ for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){
+ digit = dynamic_cast<AliPHOSDigit*>( digits->At(emcDigits[iDigit] ) ) ;
+ geom->AbsToRelNumbering(digit->GetId(), relid) ;
+ geom->RelPosInModule(relid, xDigit, zDigit) ;
+ efit[iDigit] = 0;
+
+ iparam = 0 ;
+ while(iparam < nPar ){
+ xpar = fitparameters[iparam] ;
+ zpar = fitparameters[iparam+1] ;
+ epar = fitparameters[iparam+2] ;
+ iparam += 3 ;
+ distance = (xDigit - xpar) * (xDigit - xpar) + (zDigit - zpar) * (zDigit - zpar) ;
+ distance = TMath::Sqrt(distance) ;
+ efit[iDigit] += epar * ShowerShape(distance) ;
+ }
+ }
+
+
+ // Now create new RecPoints and fill energy lists with efit corrected to fluctuations
+ // so that energy deposited in each cell is distributed betwin new clusters proportionally
+ // to its contribution to efit
+
+ Float_t * emcEnergies = iniEmc->GetEnergiesList() ;
+ Float_t ratio ;
+
+ iparam = 0 ;
+ while(iparam < nPar ){
+ xpar = fitparameters[iparam] ;
+ zpar = fitparameters[iparam+1] ;
+ epar = fitparameters[iparam+2] ;
+ iparam += 3 ;
+
+ AliPHOSEmcRecPoint * emcRP = 0 ;
+
+ if(iniEmc->IsEmc()){ //create new entries in fEmcRecPoints...
+
+ if(fNumberOfEmcClusters >= emcRecPoints->GetSize())
+ emcRecPoints->Expand(2*fNumberOfEmcClusters) ;
+
+ (*emcRecPoints)[fNumberOfEmcClusters] = new AliPHOSEmcRecPoint("") ;
+ emcRP = dynamic_cast<AliPHOSEmcRecPoint *>( emcRecPoints->At(fNumberOfEmcClusters) ) ;
+ fNumberOfEmcClusters++ ;
+ }
+ else{//create new entries in fCpvRecPoints
+ if(fNumberOfCpvClusters >= cpvRecPoints->GetSize())
+ cpvRecPoints->Expand(2*fNumberOfCpvClusters) ;
+
+ (*cpvRecPoints)[fNumberOfCpvClusters] = new AliPHOSCpvRecPoint("") ;
+ emcRP = dynamic_cast<AliPHOSEmcRecPoint *>( cpvRecPoints->At(fNumberOfCpvClusters) ) ;
+ fNumberOfCpvClusters++ ;
+ }
+
+ Float_t eDigit ;
+ for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){
+ digit = dynamic_cast<AliPHOSDigit*>( digits->At( emcDigits[iDigit] ) ) ;
+ geom->AbsToRelNumbering(digit->GetId(), relid) ;
+ geom->RelPosInModule(relid, xDigit, zDigit) ;
+ distance = (xDigit - xpar) * (xDigit - xpar) + (zDigit - zpar) * (zDigit - zpar) ;
+ distance = TMath::Sqrt(distance) ;
+ ratio = epar * ShowerShape(distance) / efit[iDigit] ;
+ eDigit = emcEnergies[iDigit] * ratio ;
+ emcRP->AddDigit( *digit, eDigit ) ;
+ }
+ }
+
+ delete[] fitparameters ;
+ delete[] efit ;
+
}
+//_____________________________________________________________________________
+void AliPHOSClusterizerv1::UnfoldingChiSquare(Int_t & nPar, Double_t * Grad, Double_t & fret, Double_t * x, Int_t iflag)
+{
+ // Calculates the Chi square for the cluster unfolding minimization
+ // Number of parameters, Gradient, Chi squared, parameters, what to do
+
+ TList * toMinuit = dynamic_cast<TList*>( gMinuit->GetObjectFit() ) ;
+
+ AliPHOSEmcRecPoint * emcRP = dynamic_cast<AliPHOSEmcRecPoint*>( toMinuit->At(0) ) ;
+ TClonesArray * digits = dynamic_cast<TClonesArray*>( toMinuit->At(1) ) ;
+
+
+
+ // AliPHOSEmcRecPoint * emcRP = dynamic_cast<AliPHOSEmcRecPoint *>( gMinuit->GetObjectFit() ) ; // EmcRecPoint to fit
+
+ Int_t * emcDigits = emcRP->GetDigitsList() ;
+
+ Int_t nOdigits = emcRP->GetDigitsMultiplicity() ;
+
+ Float_t * emcEnergies = emcRP->GetEnergiesList() ;
+
+ const AliPHOSGeometry * geom = AliPHOSGetter::Instance()->PHOSGeometry() ;
+ fret = 0. ;
+ Int_t iparam ;
+
+ if(iflag == 2)
+ for(iparam = 0 ; iparam < nPar ; iparam++)
+ Grad[iparam] = 0 ; // Will evaluate gradient
+
+ Double_t efit ;
+
+ AliPHOSDigit * digit ;
+ Int_t iDigit ;
+
+ for( iDigit = 0 ; iDigit < nOdigits ; iDigit++) {
+
+ digit = dynamic_cast<AliPHOSDigit*>( digits->At( emcDigits[iDigit] ) );
+
+ Int_t relid[4] ;
+ Float_t xDigit ;
+ Float_t zDigit ;
+
+ geom->AbsToRelNumbering(digit->GetId(), relid) ;
+
+ geom->RelPosInModule(relid, xDigit, zDigit) ;
+
+ if(iflag == 2){ // calculate gradient
+ Int_t iParam = 0 ;
+ efit = 0 ;
+ while(iParam < nPar ){
+ Double_t distance = (xDigit - x[iParam]) * (xDigit - x[iParam]) ;
+ iParam++ ;
+ distance += (zDigit - x[iParam]) * (zDigit - x[iParam]) ;
+ distance = TMath::Sqrt( distance ) ;
+ iParam++ ;
+ efit += x[iParam] * ShowerShape(distance) ;
+ iParam++ ;
+ }
+ Double_t sum = 2. * (efit - emcEnergies[iDigit]) / emcEnergies[iDigit] ; // Here we assume, that sigma = sqrt(E)
+ iParam = 0 ;
+ while(iParam < nPar ){
+ Double_t xpar = x[iParam] ;
+ Double_t zpar = x[iParam+1] ;
+ Double_t epar = x[iParam+2] ;
+ Double_t dr = TMath::Sqrt( (xDigit - xpar) * (xDigit - xpar) + (zDigit - zpar) * (zDigit - zpar) );
+ Double_t shape = sum * ShowerShape(dr) ;
+ Double_t r4 = dr*dr*dr*dr ;
+ Double_t r295 = TMath::Power(dr,2.95) ;
+ Double_t deriv =-4. * dr*dr * ( 2.32 / ( (2.32 + 0.26 * r4) * (2.32 + 0.26 * r4) ) +
+ 0.0316 * (1. + 0.0171 * r295) / ( ( 1. + 0.0652 * r295) * (1. + 0.0652 * r295) ) ) ;
+
+ Grad[iParam] += epar * shape * deriv * (xpar - xDigit) ; // Derivative over x
+ iParam++ ;
+ Grad[iParam] += epar * shape * deriv * (zpar - zDigit) ; // Derivative over z
+ iParam++ ;
+ Grad[iParam] += shape ; // Derivative over energy
+ iParam++ ;
+ }
+ }
+ efit = 0;
+ iparam = 0 ;
+
+ while(iparam < nPar ){
+ Double_t xpar = x[iparam] ;
+ Double_t zpar = x[iparam+1] ;
+ Double_t epar = x[iparam+2] ;
+ iparam += 3 ;
+ Double_t distance = (xDigit - xpar) * (xDigit - xpar) + (zDigit - zpar) * (zDigit - zpar) ;
+ distance = TMath::Sqrt(distance) ;
+ efit += epar * ShowerShape(distance) ;
+ }
+
+ fret += (efit-emcEnergies[iDigit])*(efit-emcEnergies[iDigit])/emcEnergies[iDigit] ;
+ // Here we assume, that sigma = sqrt(E)
+ }
+
+}
+
+//____________________________________________________________________________
+void AliPHOSClusterizerv1::Print()const
+{
+ // Print clusterizer parameters
+
+ TString message ;
+ TString taskName(GetName()) ;
+ taskName.ReplaceAll(Version(), "") ;
+
+ if( strcmp(GetName(), "") !=0 ) {
+ // Print parameters
+ message = "\n--------------- %s %s -----------\n" ;
+ message += "Clusterizing digits from the file: %s\n" ;
+ message += " Branch: %s\n" ;
+ message += " EMC Clustering threshold = %f\n" ;
+ message += " EMC Local Maximum cut = %f\n" ;
+ message += " EMC Logarothmic weight = %f\n" ;
+ message += " CPV Clustering threshold = %f\n" ;
+ message += " CPV Local Maximum cut = %f\n" ;
+ message += " CPV Logarothmic weight = %f\n" ;
+ if(fToUnfold)
+ message += " Unfolding on\n" ;
+ else
+ message += " Unfolding off\n" ;
+
+ message += "------------------------------------------------------------------" ;
+ }
+ else
+ message = " AliPHOSClusterizerv1 not initialized " ;
+
+ AliInfo(Form("%s, %s %s %s %s %s %s %s %s %s %s", message.Data(),
+ taskName.Data(),
+ GetTitle(),
+ taskName.Data(),
+ GetName(),
+ fEmcClusteringThreshold,
+ fEmcLocMaxCut,
+ fW0,
+ fCpvClusteringThreshold,
+ fCpvLocMaxCut,
+ fW0CPV )) ;
+}
+
+
//____________________________________________________________________________
-void AliPHOSClusterizerv1::PrintParameters()
+void AliPHOSClusterizerv1::PrintRecPoints(Option_t * option)
{
- // Print the energy thresholds
+ // Prints list of RecPoints produced at the current pass of AliPHOSClusterizer
+
+ AliPHOSGetter * gime = AliPHOSGetter::Instance();
+
+ TObjArray * emcRecPoints = gime->EmcRecPoints() ;
+ TObjArray * cpvRecPoints = gime->CpvRecPoints() ;
+
+ AliInfo(Form("\nevent %d \n Found %d EMC RecPoints and %d CPV RecPoints",
+ gAlice->GetEvNumber(),
+ emcRecPoints->GetEntriesFast(),
+ cpvRecPoints->GetEntriesFast() )) ;
+
+ fRecPointsInRun += emcRecPoints->GetEntriesFast() ;
+ fRecPointsInRun += cpvRecPoints->GetEntriesFast() ;
+
+
+ if(strstr(option,"all")) {
+ printf("\n EMC clusters \n") ;
+ printf("Index Ene(MeV) Multi Module X Y Z Lambdas_1 Lambda_2 # of prim Primaries list\n") ;
+ Int_t index ;
+ for (index = 0 ; index < emcRecPoints->GetEntries() ; index++) {
+ AliPHOSEmcRecPoint * rp = (AliPHOSEmcRecPoint * )emcRecPoints->At(index) ;
+ TVector3 locpos;
+ rp->GetLocalPosition(locpos);
+ Float_t lambda[2];
+ rp->GetElipsAxis(lambda);
+ Int_t * primaries;
+ Int_t nprimaries;
+ primaries = rp->GetPrimaries(nprimaries);
+ printf("\n%6d %8.2f %3d %2d %4.1f %4.1f %4.1f %4f %4f %2d : ",
+ rp->GetIndexInList(), rp->GetEnergy(), rp->GetMultiplicity(), rp->GetPHOSMod(),
+ locpos.X(), locpos.Y(), locpos.Z(), lambda[0], lambda[1], nprimaries) ;
+
+ for (Int_t iprimary=0; iprimary<nprimaries; iprimary++) {
+ printf("%d ", primaries[iprimary] ) ;
+ }
+ printf("\n") ;
+ }
- cout << "PHOS Clusterizer version 1 :" << endl
- << " EMC Clustering threshold = " << fEmcClusteringThreshold << endl
- << " EMC Energy threshold = " << fEmcEnergyThreshold << endl
- << " PPSD Clustering threshold = " << fPpsdClusteringThreshold << endl
- << " PPSD Energy threshold = " << fPpsdEnergyThreshold << endl ;
+ //Now plot CPV recPoints
+ printf("\n CPV clusters \n") ;
+ printf("Index Ene(MeV) Module X Y Z \n") ;
+ for (index = 0 ; index < cpvRecPoints->GetEntries() ; index++) {
+ AliPHOSCpvRecPoint * rp = (AliPHOSCpvRecPoint * )cpvRecPoints->At(index) ;
+
+ TVector3 locpos;
+ rp->GetLocalPosition(locpos);
+
+ printf("\n%6d %8.2f %2d %4.1f %4.1f %4.1f \n",
+ rp->GetIndexInList(), rp->GetEnergy(), rp->GetPHOSMod(),
+ locpos.X(), locpos.Y(), locpos.Z()) ;
+ }
+ }
}
+
git://git.uio.no / u / mrichter / AliRoot.git / blobdiff