//-------------------------------------------------------
// Implementation of the TPC clusterer
//
+// 1. The Input data for reconstruction - Options
+// 1.a Simulated data - TTree - invoked Digits2Clusters()
+// 1.b Raw data - Digits2Clusters(AliRawReader* rawReader);
+//
+// 2. The Output data
+// 2.a TTree with clusters - if SetOutput(TTree * tree) invoked
+// 2.b TObjArray - Faster option for HLT
+// 2.c TClonesArray - Faster option for HLT (smaller memory consumption), activate with fBClonesArray flag
+//
+// 3. Reconstruction setup
+// see AliTPCRecoParam for list of parameters
+// The reconstruction parameterization taken from the
+// AliTPCReconstructor::GetRecoParam()
+// Possible to setup it in reconstruction macro AliTPCReconstructor::SetRecoParam(...)
+//
+//
+//
// Origin: Marian Ivanov
//-------------------------------------------------------
#include <TGraph.h>
#include <TH1F.h>
#include <TObjArray.h>
+#include <TClonesArray.h>
#include <TRandom.h>
#include <TTree.h>
#include <TTreeStream.h>
-#include <TVirtualFFT.h>
#include "AliDigits.h"
#include "AliLoader.h"
#include "AliTPCClustersRow.h"
#include "AliTPCParam.h"
#include "AliTPCRawStream.h"
+#include "AliTPCRawStreamV3.h"
#include "AliTPCRecoParam.h"
#include "AliTPCReconstructor.h"
#include "AliTPCcalibDB.h"
#include "AliTPCclusterInfo.h"
#include "AliTPCclusterMI.h"
+#include "AliTPCTransform.h"
#include "AliTPCclustererMI.h"
ClassImp(AliTPCclustererMI)
AliTPCclustererMI::AliTPCclustererMI(const AliTPCParam* par, const AliTPCRecoParam * recoParam):
fBins(0),
- fResBins(0),
+ fSigBins(0),
+ fNSigBins(0),
fLoop(0),
fMaxBin(0),
- fMaxTime(0),
+ fMaxTime(1006), // 1000>940 so use 1000, add 3 virtual time bins before and 3 after
fMaxPad(0),
fSector(-1),
fRow(-1),
fPadLength(0),
fZWidth(0),
fPedSubtraction(kFALSE),
- fIsOldRCUFormat(kFALSE),
fEventHeader(0),
fTimeStamp(0),
fEventType(0),
fInput(0),
fOutput(0),
+ fOutputArray(0),
+ fOutputClonesArray(0),
fRowCl(0),
fRowDig(0),
fParam(0),
fNcluster(0),
- fAmplitudeHisto(0),
+ fNclusters(0),
fDebugStreamer(0),
fRecoParam(0),
fBDumpSignal(kFALSE),
- fFFTr2c(0)
+ fBClonesArray(kFALSE),
+ fAllBins(NULL),
+ fAllSigBins(NULL),
+ fAllNSigBins(NULL)
{
//
// COSNTRUCTOR
// param - tpc parameters for given file
// recoparam - reconstruction parameters
//
- fIsOldRCUFormat = kFALSE;
fInput =0;
- fOutput=0;
fParam = par;
if (recoParam) {
fRecoParam = recoParam;
fRecoParam = AliTPCReconstructor::GetRecoParam();
if (!fRecoParam) fRecoParam = AliTPCRecoParam::GetLowFluxParam();
}
- fDebugStreamer = new TTreeSRedirector("TPCsignal.root");
- fAmplitudeHisto = 0;
- Int_t nPoints = fRecoParam->GetLastBin()-fRecoParam->GetFirstBin();
- fFFTr2c = TVirtualFFT::FFT(1, &nPoints, "R2C K");
+
+ if(AliTPCReconstructor::StreamLevel()>0) {
+ fDebugStreamer = new TTreeSRedirector("TPCsignal.root");
+ }
+
+ // Int_t nPoints = fRecoParam->GetLastBin()-fRecoParam->GetFirstBin();
+ fRowCl= new AliTPCClustersRow("AliTPCclusterMI");
+
+ // Non-persistent arrays
+ //
+ //alocate memory for sector - maximal case
+ //
+ AliTPCROC * roc = AliTPCROC::Instance();
+ Int_t nRowsMax = roc->GetNRows(roc->GetNSector()-1);
+ Int_t nPadsMax = roc->GetNPads(roc->GetNSector()-1,nRowsMax-1);
+
+ fAllBins = new Float_t*[nRowsMax];
+ fAllSigBins = new Int_t*[nRowsMax];
+ fAllNSigBins = new Int_t[nRowsMax];
+ for (Int_t iRow = 0; iRow < nRowsMax; iRow++) {
+ //
+ Int_t maxBin = fMaxTime*(nPadsMax+6); // add 3 virtual pads before and 3 after
+ fAllBins[iRow] = new Float_t[maxBin];
+ memset(fAllBins[iRow],0,sizeof(Float_t)*maxBin);
+ fAllSigBins[iRow] = new Int_t[maxBin];
+ fAllNSigBins[iRow]=0;
+ }
}
//______________________________________________________________
AliTPCclustererMI::AliTPCclustererMI(const AliTPCclustererMI ¶m)
:TObject(param),
fBins(0),
- fResBins(0),
+ fSigBins(0),
+ fNSigBins(0),
fLoop(0),
fMaxBin(0),
fMaxTime(0),
fPadLength(0),
fZWidth(0),
fPedSubtraction(kFALSE),
- fIsOldRCUFormat(kFALSE),
fEventHeader(0),
fTimeStamp(0),
fEventType(0),
fInput(0),
fOutput(0),
+ fOutputArray(0),
+ fOutputClonesArray(0),
fRowCl(0),
fRowDig(0),
fParam(0),
fNcluster(0),
- fAmplitudeHisto(0),
+ fNclusters(0),
fDebugStreamer(0),
- fRecoParam(0)
+ fRecoParam(0),
+ fBDumpSignal(kFALSE),
+ fBClonesArray(kFALSE),
+ fAllBins(NULL),
+ fAllSigBins(NULL),
+ fAllNSigBins(NULL)
{
//
// dummy
}
//______________________________________________________________
AliTPCclustererMI::~AliTPCclustererMI(){
- DumpHistos();
- if (fAmplitudeHisto) delete fAmplitudeHisto;
+ //
+ //
+ //
if (fDebugStreamer) delete fDebugStreamer;
+ if (fOutputArray){
+ //fOutputArray->Delete();
+ delete fOutputArray;
+ }
+ if (fOutputClonesArray){
+ fOutputClonesArray->Delete();
+ delete fOutputClonesArray;
+ }
+
+ if (fRowCl) {
+ fRowCl->GetArray()->Delete();
+ delete fRowCl;
+ }
+
+ AliTPCROC * roc = AliTPCROC::Instance();
+ Int_t nRowsMax = roc->GetNRows(roc->GetNSector()-1);
+ for (Int_t iRow = 0; iRow < nRowsMax; iRow++) {
+ delete [] fAllBins[iRow];
+ delete [] fAllSigBins[iRow];
+ }
+ delete [] fAllBins;
+ delete [] fAllSigBins;
+ delete [] fAllNSigBins;
}
void AliTPCclustererMI::SetInput(TTree * tree)
void AliTPCclustererMI::SetOutput(TTree * tree)
{
//
+ // Set the output tree
+ // If not set the ObjArray used - Option for HLT
//
- fOutput= tree;
- AliTPCClustersRow clrow;
- AliTPCClustersRow *pclrow=&clrow;
- clrow.SetClass("AliTPCclusterMI");
- clrow.SetArray(1); // to make Clones array
+ if (!tree) return;
+ fOutput= tree;
+ AliTPCClustersRow clrow, *pclrow=&clrow;
+ pclrow = new AliTPCClustersRow("AliTPCclusterMI");
fOutput->Branch("Segment","AliTPCClustersRow",&pclrow,32000,200);
}
+void AliTPCclustererMI::FillRow(){
+ //
+ // fill the output container -
+ // 2 Options possible
+ // Tree
+ // TObjArray
+ //
+ if (fOutput) fOutput->Fill();
+ if (!fOutput && !fBClonesArray){
+ //
+ if (!fOutputArray) fOutputArray = new TObjArray(fParam->GetNRowsTotal());
+ if (fRowCl && fRowCl->GetArray()->GetEntriesFast()>0) fOutputArray->AddAt(fRowCl->Clone(), fRowCl->GetID());
+ }
+}
+
Float_t AliTPCclustererMI::GetSigmaY2(Int_t iz){
// sigma y2 = in digits - we don't know the angle
Float_t z = iz*fParam->GetZWidth()+fParam->GetNTBinsL1()*fParam->GetZWidth();
//sigma z2 = in digits - angle estimated supposing vertex constraint
Float_t z = iz*fZWidth+fParam->GetNTBinsL1()*fParam->GetZWidth();
Float_t sd2 = (z*fParam->GetDiffL()*fParam->GetDiffL())/(fZWidth*fZWidth);
- Float_t angular = fPadLength*(fParam->GetZLength()-z)/(fRx*fZWidth);
+ Float_t angular = fPadLength*(fParam->GetZLength(fSector)-z)/(fRx*fZWidth);
angular*=angular;
angular/=12.;
Float_t sres = fParam->GetZSigma()/fZWidth;
// set pointers to data
//Int_t dummy[5] ={0,0,0,0,0};
Float_t * matrix[5]; //5x5 matrix with digits - indexing i = 0 ..4 j = -2..2
- Float_t * resmatrix[5];
for (Int_t di=-2;di<=2;di++){
matrix[di+2] = &bins[k+di*max];
- resmatrix[di+2] = &fResBins[k+di*max];
}
//build matrix with virtual charge
Float_t sigmay2= GetSigmaY2(j0);
//
if ( ( (ry<0.6) || (rz<0.6) ) && fLoop==2) return;
- if ( (ry <1.2) && (rz<1.2) || (!fRecoParam->GetDoUnfold())) {
+ if ( ((ry <1.2) && (rz<1.2)) || (!fRecoParam->GetDoUnfold())) {
//
//if cluster looks like expected or Unfolding not switched on
//standard COG is used
meanj +=j0;
//set cluster parameters
c.SetQ(sumw);
- c.SetY(meani*fPadWidth);
- c.SetZ(meanj*fZWidth);
- c.SetPad(meani);
- c.SetTimeBin(meanj);
+ c.SetPad(meani-2.5);
+ c.SetTimeBin(meanj-3);
c.SetSigmaY2(mi2);
c.SetSigmaZ2(mj2);
+ c.SetType(0);
AddCluster(c,(Float_t*)vmatrix,k);
- //remove cluster data from data
- for (Int_t di=-2;di<=2;di++)
- for (Int_t dj=-2;dj<=2;dj++){
- resmatrix[di+2][dj] -= vmatrix[di+2][dj+2];
- if (resmatrix[di+2][dj]<0) resmatrix[di+2][dj]=0;
- }
- resmatrix[2][0] =0;
-
return;
}
//
meanj +=j0;
//set cluster parameters
c.SetQ(sumu);
- c.SetY(meani*fPadWidth);
- c.SetZ(meanj*fZWidth);
- c.SetPad(meani);
- c.SetTimeBin(meanj);
+ c.SetPad(meani-2.5);
+ c.SetTimeBin(meanj-3);
c.SetSigmaY2(mi2);
c.SetSigmaZ2(mj2);
c.SetType(Char_t(overlap)+1);
//unfolding 2
meani-=i0;
meanj-=j0;
- if (gDebug>4)
- printf("%f\t%f\n", vmatrix2[2][2], vmatrix[2][2]);
}
else{
Float_t ratio =1;
if ( ( ((sum3i[dk+3]+3)/(sum3i[3]-3))+1 < (sum3i[2*dk+3]-3)/(sum3i[dk+3]+3))||
- sum3i[dk+3]<=sum3i[2*dk+3] && sum3i[dk+3]>2 ){
+ (sum3i[dk+3]<=sum3i[2*dk+3] && sum3i[dk+3]>2 )){
Float_t xm2 = sum3i[-dk+3];
Float_t xm1 = sum3i[+3];
Float_t x1 = sum3i[2*dk+3];
}
}
}
- if (gDebug>4)
- printf("%f\n", recmatrix[2][2]);
}
return max;
}
-void AliTPCclustererMI::AddCluster(AliTPCclusterMI &c, Float_t * matrix, Int_t pos){
+void AliTPCclustererMI::AddCluster(AliTPCclusterMI &c, Float_t * /*matrix*/, Int_t /*pos*/){
//
- // transform cluster to the global coordinata
- // add the cluster to the array
//
- Float_t meani = c.GetY()/fPadWidth;
- Float_t meanj = c.GetZ()/fZWidth;
+ // Transform cluster to the rotated global coordinata
+ // Assign labels to the cluster
+ // add the cluster to the array
+ // for more details - See AliTPCTranform::Transform(x,i,0,1)
+ Float_t meani = c.GetPad();
+ Float_t meanj = c.GetTimeBin();
- Int_t ki = TMath::Nint(meani-3);
+ Int_t ki = TMath::Nint(meani);
if (ki<0) ki=0;
if (ki>=fMaxPad) ki = fMaxPad-1;
- Int_t kj = TMath::Nint(meanj-3);
+ Int_t kj = TMath::Nint(meanj);
if (kj<0) kj=0;
if (kj>=fMaxTime-3) kj=fMaxTime-4;
- // ki and kj shifted to "real" coordinata
+ // ki and kj shifted as integers coordinata
if (fRowDig) {
c.SetLabel(fRowDig->GetTrackIDFast(kj,ki,0)-2,0);
c.SetLabel(fRowDig->GetTrackIDFast(kj,ki,1)-2,1);
c.SetLabel(fRowDig->GetTrackIDFast(kj,ki,2)-2,2);
}
-
+ c.SetRow(fRow);
+ c.SetDetector(fSector);
Float_t s2 = c.GetSigmaY2();
Float_t w=fParam->GetPadPitchWidth(fSector);
-
c.SetSigmaY2(s2*w*w);
s2 = c.GetSigmaZ2();
- w=fZWidth;
- c.SetSigmaZ2(s2*w*w);
- c.SetY((meani - 2.5 - 0.5*fMaxPad)*fParam->GetPadPitchWidth(fSector));
- if (!fRecoParam->GetBYMirror()){
- if (fSector%36>17){
- c.SetY(-(meani - 2.5 - 0.5*fMaxPad)*fParam->GetPadPitchWidth(fSector));
- }
+ c.SetSigmaZ2(s2*fZWidth*fZWidth);
+ //
+ //
+ //
+
+ AliTPCTransform *transform = AliTPCcalibDB::Instance()->GetTransform() ;
+ if (!transform) {
+ AliFatal("Tranformations not in calibDB");
+ return;
}
- c.SetZ(fZWidth*(meanj-3));
- c.SetZ(c.GetZ() - 3.*fParam->GetZSigma() + fParam->GetNTBinsL1()*fParam->GetZWidth()); // PASA delay + L1 delay
- c.SetZ(fSign*(fParam->GetZLength() - c.GetZ()));
- c.SetX(fRx);
- c.SetDetector(fSector);
- c.SetRow(fRow);
-
+ transform->SetCurrentRecoParam((AliTPCRecoParam*)fRecoParam);
+ Double_t x[3]={c.GetRow(),c.GetPad(),c.GetTimeBin()};
+ Int_t i[1]={fSector};
+ transform->Transform(x,i,0,1);
+ c.SetX(x[0]);
+ c.SetY(x[1]);
+ c.SetZ(x[2]);
+ //
+ //
if (ki<=1 || ki>=fMaxPad-1 || kj==1 || kj==fMaxTime-2) {
- //c.SetSigmaY2(c.GetSigmaY2()*25.);
- //c.SetSigmaZ2(c.GetSigmaZ2()*4.);
c.SetType(-(c.GetType()+3)); //edge clusters
}
if (fLoop==2) c.SetType(100);
+ if (!AcceptCluster(&c)) return;
- TClonesArray * arr = fRowCl->GetArray();
- AliTPCclusterMI * cl = new ((*arr)[fNcluster]) AliTPCclusterMI(c);
- if (matrix ) {
- Int_t nbins=0;
- Float_t *graph =0;
- if (fRecoParam->GetCalcPedestal() && cl->GetMax()>fRecoParam->GetDumpAmplitudeMin() &&fBDumpSignal){
- nbins = fMaxTime;
- graph = &(fBins[fMaxTime*(pos/fMaxTime)]);
- }
- AliTPCclusterInfo * info = new AliTPCclusterInfo(matrix,nbins,graph);
- cl->SetInfo(info);
+ // select output
+ TClonesArray * arr = 0;
+ AliTPCclusterMI * cl = 0;
+
+ if(fBClonesArray==kFALSE) {
+ arr = fRowCl->GetArray();
+ cl = new ((*arr)[fNcluster]) AliTPCclusterMI(c);
+ } else {
+ cl = new ((*fOutputClonesArray)[fNclusters+fNcluster]) AliTPCclusterMI(c);
+ }
+
+ // if (fRecoParam->DumpSignal() &&matrix ) {
+// Int_t nbins=0;
+// Float_t *graph =0;
+// if (fRecoParam->GetCalcPedestal() && cl->GetMax()>fRecoParam->GetDumpAmplitudeMin() &&fBDumpSignal){
+// nbins = fMaxTime;
+// graph = &(fBins[fMaxTime*(pos/fMaxTime)]);
+// }
+// AliTPCclusterInfo * info = new AliTPCclusterInfo(matrix,nbins,graph);
+// cl->SetInfo(info);
+// }
+ if (!fRecoParam->DumpSignal()) {
+ cl->SetInfo(0);
+ }
+
+ if (AliTPCReconstructor::StreamLevel()>1) {
+ Float_t xyz[3];
+ cl->GetGlobalXYZ(xyz);
+ (*fDebugStreamer)<<"Clusters"<<
+ "Cl.="<<cl<<
+ "gx="<<xyz[0]<<
+ "gy="<<xyz[1]<<
+ "gz="<<xyz[2]<<
+ "\n";
}
fNcluster++;
Error("Digits2Clusters", "input tree not initialised");
return;
}
-
- if (!fOutput) {
- Error("Digits2Clusters", "output tree not initialised");
- return;
+ fRecoParam = AliTPCReconstructor::GetRecoParam();
+ if (!fRecoParam){
+ AliFatal("Can not get the reconstruction parameters");
+ }
+ if(AliTPCReconstructor::StreamLevel()>5) {
+ AliInfo("Parameter Dumps");
+ fParam->Dump();
+ fRecoParam->Dump();
}
AliTPCCalPad * gainTPC = AliTPCcalibDB::Instance()->GetPadGainFactor();
AliTPCCalPad * noiseTPC = AliTPCcalibDB::Instance()->GetPadNoise();
-
AliSimDigits digarr, *dummy=&digarr;
fRowDig = dummy;
fInput->GetBranch("Segment")->SetAddress(&dummy);
Stat_t nentries = fInput->GetEntries();
- fMaxTime=fParam->GetMaxTBin()+6; // add 3 virtual time bins before and 3 after
+ fMaxTime=fRecoParam->GetLastBin()+6; // add 3 virtual time bins before and 3 after
Int_t nclusters = 0;
AliTPCCalROC * gainROC = gainTPC->GetCalROC(fSector); // pad gains per given sector
AliTPCCalROC * noiseROC = noiseTPC->GetCalROC(fSector); // noise per given sector
//
- AliTPCClustersRow *clrow= new AliTPCClustersRow();
- fRowCl = clrow;
- clrow->SetClass("AliTPCclusterMI");
- clrow->SetArray(1);
- clrow->SetID(digarr.GetID());
- fOutput->GetBranch("Segment")->SetAddress(&clrow);
+ fRowCl->SetID(digarr.GetID());
+ if (fOutput) fOutput->GetBranch("Segment")->SetAddress(&fRowCl);
fRx=fParam->GetPadRowRadii(fSector,row);
fMaxBin=fMaxTime*(fMaxPad+6); // add 3 virtual pads before and 3 after
fBins =new Float_t[fMaxBin];
- fResBins =new Float_t[fMaxBin]; //fBins with residuals after 1 finder loop
+ fSigBins =new Int_t[fMaxBin];
+ fNSigBins = 0;
memset(fBins,0,sizeof(Float_t)*fMaxBin);
- memset(fResBins,0,sizeof(Float_t)*fMaxBin);
if (digarr.First()) //MI change
do {
if (dig<=fParam->GetZeroSup()) continue;
Int_t j=digarr.CurrentRow()+3, i=digarr.CurrentColumn()+3;
Float_t gain = gainROC->GetValue(row,digarr.CurrentColumn());
- fBins[i*fMaxTime+j]=dig/gain;
+ Int_t bin = i*fMaxTime+j;
+ if (gain>0){
+ fBins[bin]=dig/gain;
+ }else{
+ fBins[bin]=0;
+ }
+ fSigBins[fNSigBins++]=bin;
} while (digarr.Next());
digarr.ExpandTrackBuffer();
FindClusters(noiseROC);
-
- fOutput->Fill();
- delete clrow;
+ FillRow();
+ fRowCl->GetArray()->Clear("C");
nclusters+=fNcluster;
- delete[] fBins;
- delete[] fResBins;
- }
+ delete[] fBins;
+ delete[] fSigBins;
+ }
+
Info("Digits2Clusters", "Number of found clusters : %d", nclusters);
}
+void AliTPCclustererMI::ProcessSectorData(){
+ //
+ // Process the data for the current sector
+ //
+
+ AliTPCCalPad * pedestalTPC = AliTPCcalibDB::Instance()->GetPedestals();
+ AliTPCCalPad * noiseTPC = AliTPCcalibDB::Instance()->GetPadNoise();
+ AliTPCCalROC * pedestalROC = pedestalTPC->GetCalROC(fSector); // pedestal per given sector
+ AliTPCCalROC * noiseROC = noiseTPC->GetCalROC(fSector); // noise per given sector
+ //check the presence of the calibration
+ if (!noiseROC ||!pedestalROC ) {
+ AliError(Form("Missing calibration per sector\t%d\n",fSector));
+ return;
+ }
+ Int_t nRows=fParam->GetNRow(fSector);
+ Bool_t calcPedestal = fRecoParam->GetCalcPedestal();
+ Int_t zeroSup = fParam->GetZeroSup();
+ // if (calcPedestal) {
+ if (kFALSE ) {
+ for (Int_t iRow = 0; iRow < nRows; iRow++) {
+ Int_t maxPad = fParam->GetNPads(fSector, iRow);
+
+ for (Int_t iPad = 3; iPad < maxPad + 3; iPad++) {
+ //
+ // Temporary fix for data production - !!!! MARIAN
+ // The noise calibration should take mean and RMS - currently the Gaussian fit used
+ // In case of double peak - the pad should be rejected
+ //
+ // Line mean - if more than given digits over threshold - make a noise calculation
+ // and pedestal substration
+ if (!calcPedestal && fAllBins[iRow][iPad*fMaxTime+0]<50) continue;
+ //
+ if (fAllBins[iRow][iPad*fMaxTime+0] <1 ) continue; // no data
+ Float_t *p = &fAllBins[iRow][iPad*fMaxTime+3];
+ //Float_t pedestal = TMath::Median(fMaxTime, p);
+ Int_t id[3] = {fSector, iRow, iPad-3};
+ // calib values
+ Double_t rmsCalib= noiseROC->GetValue(iRow,iPad-3);
+ Double_t pedestalCalib = pedestalROC->GetValue(iRow,iPad-3);
+ Double_t rmsEvent = rmsCalib;
+ Double_t pedestalEvent = pedestalCalib;
+ ProcesSignal(p, fMaxTime, id, rmsEvent, pedestalEvent);
+ if (rmsEvent<rmsCalib) rmsEvent = rmsCalib; // take worst scenario
+ if (TMath::Abs(pedestalEvent-pedestalCalib)<1.0) pedestalEvent = pedestalCalib;
+
+ //
+ for (Int_t iTimeBin = 0; iTimeBin < fMaxTime; iTimeBin++) {
+ Int_t bin = iPad*fMaxTime+iTimeBin;
+ fAllBins[iRow][bin] -= pedestalEvent;
+ if (iTimeBin < fRecoParam->GetFirstBin())
+ fAllBins[iRow][bin] = 0;
+ if (iTimeBin > fRecoParam->GetLastBin())
+ fAllBins[iRow][bin] = 0;
+ if (fAllBins[iRow][iPad*fMaxTime+iTimeBin] < zeroSup)
+ fAllBins[iRow][bin] = 0;
+ if (fAllBins[iRow][bin] < 3.0*rmsEvent) // 3 sigma cut on RMS
+ fAllBins[iRow][bin] = 0;
+ if (fAllBins[iRow][bin]) fAllSigBins[iRow][fAllNSigBins[iRow]++] = bin;
+ }
+ }
+ }
+ }
+
+ if (AliTPCReconstructor::StreamLevel()>5) {
+ for (Int_t iRow = 0; iRow < nRows; iRow++) {
+ Int_t maxPad = fParam->GetNPads(fSector,iRow);
+
+ for (Int_t iPad = 3; iPad < maxPad + 3; iPad++) {
+ for (Int_t iTimeBin = 0; iTimeBin < fMaxTime; iTimeBin++) {
+ Int_t bin = iPad*fMaxTime+iTimeBin;
+ Float_t signal = fAllBins[iRow][bin];
+ if (AliTPCReconstructor::StreamLevel()>3 && signal>3) {
+ Double_t x[]={iRow,iPad-3,iTimeBin-3};
+ Int_t i[]={fSector};
+ AliTPCTransform trafo;
+ trafo.Transform(x,i,0,1);
+ Double_t gx[3]={x[0],x[1],x[2]};
+ trafo.RotatedGlobal2Global(fSector,gx);
+ // fAllSigBins[iRow][fAllNSigBins[iRow]++]
+ Int_t rowsigBins = fAllNSigBins[iRow];
+ Int_t first=fAllSigBins[iRow][0];
+ Int_t last= 0;
+ // if (rowsigBins>0) fAllSigBins[iRow][fAllNSigBins[iRow]-1];
+
+ if (AliTPCReconstructor::StreamLevel()>5) {
+ (*fDebugStreamer)<<"Digits"<<
+ "sec="<<fSector<<
+ "row="<<iRow<<
+ "pad="<<iPad<<
+ "time="<<iTimeBin<<
+ "sig="<<signal<<
+ "x="<<x[0]<<
+ "y="<<x[1]<<
+ "z="<<x[2]<<
+ "gx="<<gx[0]<<
+ "gy="<<gx[1]<<
+ "gz="<<gx[2]<<
+ //
+ "rowsigBins="<<rowsigBins<<
+ "first="<<first<<
+ "last="<<last<<
+ "\n";
+ }
+ }
+ }
+ }
+ }
+ }
+
+ // Now loop over rows and find clusters
+ for (fRow = 0; fRow < nRows; fRow++) {
+ fRowCl->SetID(fParam->GetIndex(fSector, fRow));
+ if (fOutput) fOutput->GetBranch("Segment")->SetAddress(&fRowCl);
+
+ fRx = fParam->GetPadRowRadii(fSector, fRow);
+ fPadLength = fParam->GetPadPitchLength(fSector, fRow);
+ fPadWidth = fParam->GetPadPitchWidth();
+ fMaxPad = fParam->GetNPads(fSector,fRow);
+ fMaxBin = fMaxTime*(fMaxPad+6); // add 3 virtual pads before and 3 after
+
+ fBins = fAllBins[fRow];
+ fSigBins = fAllSigBins[fRow];
+ fNSigBins = fAllNSigBins[fRow];
+
+ FindClusters(noiseROC);
+
+ FillRow();
+ if(fBClonesArray == kFALSE) fRowCl->GetArray()->Clear("C");
+ fNclusters += fNcluster;
+
+ } // End of loop to find clusters
+}
+
+
void AliTPCclustererMI::Digits2Clusters(AliRawReader* rawReader)
{
//-----------------------------------------------------------------
// The pedestal subtraction can be switched on and off
// using an option of the TPC reconstructor
//-----------------------------------------------------------------
+ fRecoParam = AliTPCReconstructor::GetRecoParam();
+ if (!fRecoParam){
+ AliFatal("Can not get the reconstruction parameters");
+ }
+ if(AliTPCReconstructor::StreamLevel()>5) {
+ AliInfo("Parameter Dumps");
+ fParam->Dump();
+ fRecoParam->Dump();
+ }
+ fRowDig = NULL;
- if (!fOutput) {
- Error("Digits2Clusters", "output tree not initialised");
- return;
+ AliTPCCalPad * gainTPC = AliTPCcalibDB::Instance()->GetPadGainFactor();
+ AliTPCAltroMapping** mapping =AliTPCcalibDB::Instance()->GetMapping();
+ //
+ AliTPCRawStreamV3 input(rawReader,(AliAltroMapping**)mapping);
+ fEventHeader = (AliRawEventHeaderBase*)rawReader->GetEventHeader();
+ if (fEventHeader){
+ fTimeStamp = fEventHeader->Get("Timestamp");
+ fEventType = fEventHeader->Get("Type");
+ AliTPCTransform *transform = AliTPCcalibDB::Instance()->GetTransform() ;
+ transform->SetCurrentTimeStamp(fTimeStamp);
+ transform->SetCurrentRun(rawReader->GetRunNumber());
+ }
+
+ // creaate one TClonesArray for all clusters
+ if(fBClonesArray && !fOutputClonesArray) fOutputClonesArray = new TClonesArray("AliTPCclusterMI",1000);
+ // reset counter
+ fNclusters = 0;
+
+ fMaxTime = fRecoParam->GetLastBin() + 6; // add 3 virtual time bins before and 3 after
+// const Int_t kNIS = fParam->GetNInnerSector();
+// const Int_t kNOS = fParam->GetNOuterSector();
+// const Int_t kNS = kNIS + kNOS;
+ fZWidth = fParam->GetZWidth();
+ Int_t zeroSup = fParam->GetZeroSup();
+ //
+ // Clean-up
+ //
+ AliTPCROC * roc = AliTPCROC::Instance();
+ Int_t nRowsMax = roc->GetNRows(roc->GetNSector()-1);
+ Int_t nPadsMax = roc->GetNPads(roc->GetNSector()-1,nRowsMax-1);
+ for (Int_t iRow = 0; iRow < nRowsMax; iRow++) {
+ //
+ Int_t maxBin = fMaxTime*(nPadsMax+6); // add 3 virtual pads before and 3 after
+ memset(fAllBins[iRow],0,sizeof(Float_t)*maxBin);
+ fAllNSigBins[iRow]=0;
}
+ Int_t prevSector=-1;
+ rawReader->Reset();
+ Int_t digCounter=0;
+ //
+ // Loop over DDLs
+ //
+ const Int_t kNIS = fParam->GetNInnerSector();
+ const Int_t kNOS = fParam->GetNOuterSector();
+ const Int_t kNS = kNIS + kNOS;
+
+ for(fSector = 0; fSector < kNS; fSector++) {
+
+ Int_t nRows = 0;
+ Int_t nDDLs = 0, indexDDL = 0;
+ if (fSector < kNIS) {
+ nRows = fParam->GetNRowLow();
+ fSign = (fSector < kNIS/2) ? 1 : -1;
+ nDDLs = 2;
+ indexDDL = fSector * 2;
+ }
+ else {
+ nRows = fParam->GetNRowUp();
+ fSign = ((fSector-kNIS) < kNOS/2) ? 1 : -1;
+ nDDLs = 4;
+ indexDDL = (fSector-kNIS) * 4 + kNIS * 2;
+ }
+
+ // load the raw data for corresponding DDLs
+ rawReader->Reset();
+ rawReader->Select("TPC",indexDDL,indexDDL+nDDLs-1);
+
+ while (input.NextDDL()){
+ if (input.GetSector() != fSector)
+ AliFatal(Form("Sector index mismatch ! Expected (%d), but got (%d) !",fSector,input.GetSector()));
+
+ //Int_t nRows = fParam->GetNRow(fSector);
+
+ AliTPCCalROC * gainROC = gainTPC->GetCalROC(fSector); // pad gains per given sector
+ // Begin loop over altro data
+ Bool_t calcPedestal = fRecoParam->GetCalcPedestal();
+ Float_t gain =1;
+
+ //loop over pads
+ while ( input.NextChannel() ) {
+ Int_t iRow = input.GetRow();
+ if (iRow < 0){
+ continue;
+ }
+ if (iRow >= nRows){
+ AliError(Form("Pad-row index (%d) outside the range (%d -> %d) !",
+ iRow, 0, nRows -1));
+ continue;
+ }
+ //pad
+ Int_t iPad = input.GetPad();
+ if (iPad < 0 || iPad >= nPadsMax) {
+ AliError(Form("Pad index (%d) outside the range (%d -> %d) !",
+ iPad, 0, nPadsMax-1));
+ continue;
+ }
+ gain = gainROC->GetValue(iRow,iPad);
+ iPad+=3;
+
+ //loop over bunches
+ while ( input.NextBunch() ){
+ Int_t startTbin = (Int_t)input.GetStartTimeBin();
+ Int_t bunchlength = (Int_t)input.GetBunchLength();
+ const UShort_t *sig = input.GetSignals();
+ for (Int_t iTime = 0; iTime<bunchlength; iTime++){
+ Int_t iTimeBin=startTbin-iTime;
+ if ( iTimeBin < fRecoParam->GetFirstBin() || iTimeBin >= fRecoParam->GetLastBin()){
+ continue;
+ AliFatal(Form("Timebin index (%d) outside the range (%d -> %d) !",
+ iTimeBin, 0, iTimeBin -1));
+ }
+ iTimeBin+=3;
+ //signal
+ Float_t signal=(Float_t)sig[iTime];
+ if (!calcPedestal && signal <= zeroSup) continue;
+
+ if (!calcPedestal) {
+ Int_t bin = iPad*fMaxTime+iTimeBin;
+ if (gain>0){
+ fAllBins[iRow][bin] = signal/gain;
+ }else{
+ fAllBins[iRow][bin] =0;
+ }
+ fAllSigBins[iRow][fAllNSigBins[iRow]++] = bin;
+ }else{
+ fAllBins[iRow][iPad*fMaxTime+iTimeBin] = signal;
+ }
+ fAllBins[iRow][iPad*fMaxTime+0]+=1.; // pad with signal
+
+ // Temporary
+ digCounter++;
+ }// end loop signals in bunch
+ }// end loop bunches
+ } // end loop pads
+ //
+ //
+ //
+ //
+ // Now loop over rows and perform pedestal subtraction
+ if (digCounter==0) continue;
+ } // End of loop over sectors
+ //process last sector
+ if ( digCounter>0 ){
+ ProcessSectorData();
+ for (Int_t iRow = 0; iRow < fParam->GetNRow(fSector); iRow++) {
+ Int_t maxPad = fParam->GetNPads(fSector,iRow);
+ Int_t maxBin = fMaxTime*(maxPad+6); // add 3 virtual pads before and 3 after
+ memset(fAllBins[iRow],0,sizeof(Float_t)*maxBin);
+ fAllNSigBins[iRow] = 0;
+ }
+ prevSector=fSector;
+ digCounter=0;
+ }
+ }
+
+ if (rawReader->GetEventId() && fOutput ){
+ Info("Digits2Clusters", "File %s Event\t%u\tNumber of found clusters : %d\n", fOutput->GetName(),*(rawReader->GetEventId()), fNclusters);
+ }
+
+ if(rawReader->GetEventId()) {
+ Info("Digits2Clusters", "Event\t%u\tNumber of found clusters : %d\n",*(rawReader->GetEventId()), fNclusters);
+ }
+
+ if(fBClonesArray) {
+ //Info("Digits2Clusters", "Number of found clusters : %d\n",fOutputClonesArray->GetEntriesFast());
+ }
+}
+
+
+
+
+
+void AliTPCclustererMI::Digits2ClustersOld
+(AliRawReader* rawReader)
+{
+//-----------------------------------------------------------------
+// This is a cluster finder for the TPC raw data.
+// The method assumes NO ordering of the altro channels.
+// The pedestal subtraction can be switched on and off
+// using an option of the TPC reconstructor
+//-----------------------------------------------------------------
+ fRecoParam = AliTPCReconstructor::GetRecoParam();
+ if (!fRecoParam){
+ AliFatal("Can not get the reconstruction parameters");
+ }
+ if(AliTPCReconstructor::StreamLevel()>5) {
+ AliInfo("Parameter Dumps");
+ fParam->Dump();
+ fRecoParam->Dump();
+ }
fRowDig = NULL;
- AliTPCROC * roc = AliTPCROC::Instance();
+
AliTPCCalPad * gainTPC = AliTPCcalibDB::Instance()->GetPadGainFactor();
- AliTPCCalPad * pedestalTPC = AliTPCcalibDB::Instance()->GetPedestals();
- AliTPCCalPad * noiseTPC = AliTPCcalibDB::Instance()->GetPadNoise();
- AliTPCRawStream input(rawReader);
+ AliTPCAltroMapping** mapping =AliTPCcalibDB::Instance()->GetMapping();
+ //
+ AliTPCRawStream input(rawReader,(AliAltroMapping**)mapping);
fEventHeader = (AliRawEventHeaderBase*)rawReader->GetEventHeader();
if (fEventHeader){
fTimeStamp = fEventHeader->Get("Timestamp");
fEventType = fEventHeader->Get("Type");
}
-
- Int_t nclusters = 0;
+ // creaate one TClonesArray for all clusters
+ if(fBClonesArray && !fOutputClonesArray) fOutputClonesArray = new TClonesArray("AliTPCclusterMI",1000);
+ // reset counter
+ fNclusters = 0;
- fMaxTime = fParam->GetMaxTBin() + 6; // add 3 virtual time bins before and 3 after
+ fMaxTime = fRecoParam->GetLastBin() + 6; // add 3 virtual time bins before and 3 after
const Int_t kNIS = fParam->GetNInnerSector();
const Int_t kNOS = fParam->GetNOuterSector();
const Int_t kNS = kNIS + kNOS;
fZWidth = fParam->GetZWidth();
Int_t zeroSup = fParam->GetZeroSup();
//
- //alocate memory for sector - maximal case
+ // Clean-up
//
- Float_t** allBins = NULL;
- Float_t** allBinsRes = NULL;
+
+ AliTPCROC * roc = AliTPCROC::Instance();
Int_t nRowsMax = roc->GetNRows(roc->GetNSector()-1);
Int_t nPadsMax = roc->GetNPads(roc->GetNSector()-1,nRowsMax-1);
- allBins = new Float_t*[nRowsMax];
- allBinsRes = new Float_t*[nRowsMax];
for (Int_t iRow = 0; iRow < nRowsMax; iRow++) {
//
Int_t maxBin = fMaxTime*(nPadsMax+6); // add 3 virtual pads before and 3 after
- allBins[iRow] = new Float_t[maxBin];
- allBinsRes[iRow] = new Float_t[maxBin];
- memset(allBins[iRow],0,sizeof(Float_t)*maxBin);
+ memset(fAllBins[iRow],0,sizeof(Float_t)*maxBin);
+ fAllNSigBins[iRow]=0;
}
//
// Loop over sectors
//
for(fSector = 0; fSector < kNS; fSector++) {
- AliTPCCalROC * gainROC = gainTPC->GetCalROC(fSector); // pad gains per given sector
- AliTPCCalROC * pedestalROC = pedestalTPC->GetCalROC(fSector); // pedestal per given sector
- AliTPCCalROC * noiseROC = noiseTPC->GetCalROC(fSector); // noise per given sector
-
Int_t nRows = 0;
Int_t nDDLs = 0, indexDDL = 0;
if (fSector < kNIS) {
indexDDL = (fSector-kNIS) * 4 + kNIS * 2;
}
+ // load the raw data for corresponding DDLs
+ rawReader->Reset();
+ rawReader->Select("TPC",indexDDL,indexDDL+nDDLs-1);
+
+ // select only good sector
+ if (!input.Next()) continue;
+ if(input.GetSector() != fSector) continue;
+
+ AliTPCCalROC * gainROC = gainTPC->GetCalROC(fSector); // pad gains per given sector
+
for (Int_t iRow = 0; iRow < nRows; iRow++) {
Int_t maxPad;
if (fSector < kNIS)
- maxPad = fParam->GetNPadsLow(iRow);
+ maxPad = fParam->GetNPadsLow(iRow);
else
- maxPad = fParam->GetNPadsUp(iRow);
+ maxPad = fParam->GetNPadsUp(iRow);
Int_t maxBin = fMaxTime*(maxPad+6); // add 3 virtual pads before and 3 after
- memset(allBins[iRow],0,sizeof(Float_t)*maxBin);
+ memset(fAllBins[iRow],0,sizeof(Float_t)*maxBin);
+ fAllNSigBins[iRow] = 0;
}
- // Loas the raw data for corresponding DDLs
- rawReader->Reset();
- input.SetOldRCUFormat(fIsOldRCUFormat);
- rawReader->Select("TPC",indexDDL,indexDDL+nDDLs-1);
Int_t digCounter=0;
// Begin loop over altro data
Bool_t calcPedestal = fRecoParam->GetCalcPedestal();
Float_t gain =1;
Int_t lastPad=-1;
+
+ input.Reset();
while (input.Next()) {
- digCounter++;
if (input.GetSector() != fSector)
- AliFatal(Form("Sector index mismatch ! Expected (%d), but got (%d) !",fSector,input.GetSector()));
+ AliFatal(Form("Sector index mismatch ! Expected (%d), but got (%d) !",fSector,input.GetSector()));
+
-
Int_t iRow = input.GetRow();
- if (iRow < 0 || iRow >= nRows)
- AliFatal(Form("Pad-row index (%d) outside the range (%d -> %d) !",
+ 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;
+ }
//pad
Int_t iPad = input.GetPad();
- if (iPad < 0 || iPad >= nPadsMax)
- AliFatal(Form("Pad index (%d) outside the range (%d -> %d) !",
+ if (iPad < 0 || iPad >= nPadsMax) {
+ AliError(Form("Pad index (%d) outside the range (%d -> %d) !",
iPad, 0, nPadsMax-1));
+ continue;
+ }
if (iPad!=lastPad){
- gain = gainROC->GetValue(iRow,iPad);
- lastPad = iPad;
+ gain = gainROC->GetValue(iRow,iPad);
+ lastPad = iPad;
}
iPad+=3;
//time
Int_t iTimeBin = input.GetTime();
- if ( iTimeBin < 0 || iTimeBin >= fParam->GetMaxTBin())
- AliFatal(Form("Timebin index (%d) outside the range (%d -> %d) !",
+ if ( iTimeBin < fRecoParam->GetFirstBin() || iTimeBin >= fRecoParam->GetLastBin()){
+ continue;
+ AliFatal(Form("Timebin index (%d) outside the range (%d -> %d) !",
iTimeBin, 0, iTimeBin -1));
+ }
iTimeBin+=3;
+
//signal
Float_t signal = input.GetSignal();
- if (!calcPedestal && signal <= zeroSup) continue;
+ if (!calcPedestal && signal <= zeroSup) continue;
+
if (!calcPedestal) {
- allBins[iRow][iPad*fMaxTime+iTimeBin] = signal/gain;
+ Int_t bin = iPad*fMaxTime+iTimeBin;
+ if (gain>0){
+ fAllBins[iRow][bin] = signal/gain;
+ }else{
+ fAllBins[iRow][bin] =0;
+ }
+ fAllSigBins[iRow][fAllNSigBins[iRow]++] = bin;
}else{
- allBins[iRow][iPad*fMaxTime+iTimeBin] = signal;
+ fAllBins[iRow][iPad*fMaxTime+iTimeBin] = signal;
}
- allBins[iRow][iPad*fMaxTime+0]=1.; // pad with signal
+ fAllBins[iRow][iPad*fMaxTime+0]+=1.; // pad with signal
+
+ // Temporary
+ digCounter++;
} // End of the loop over altro data
//
//
+ //
+ //
// Now loop over rows and perform pedestal subtraction
if (digCounter==0) continue;
- // if (fPedSubtraction) {
- if (calcPedestal) {
- for (Int_t iRow = 0; iRow < nRows; iRow++) {
- Int_t maxPad;
- if (fSector < kNIS)
- maxPad = fParam->GetNPadsLow(iRow);
- else
- maxPad = fParam->GetNPadsUp(iRow);
-
- for (Int_t iPad = 3; iPad < maxPad + 3; iPad++) {
- if (allBins[iRow][iPad*fMaxTime+0] <1 ) continue; // no data
- Float_t *p = &allBins[iRow][iPad*fMaxTime+3];
- //Float_t pedestal = TMath::Median(fMaxTime, p);
- Int_t id[3] = {fSector, iRow, iPad-3};
- // calib values
- Double_t rmsCalib= noiseROC->GetValue(iRow,iPad-3);
- Double_t pedestalCalib = pedestalROC->GetValue(iRow,iPad-3);
- Double_t rmsEvent = rmsCalib;
- Double_t pedestalEvent = pedestalCalib;
- ProcesSignal(p, fMaxTime, id, rmsEvent, pedestalEvent);
- if (rmsEvent<rmsCalib) rmsEvent = rmsCalib; // take worst scenario
- if (TMath::Abs(pedestalEvent-pedestalCalib)<1.0) pedestalEvent = pedestalCalib;
-
- //
- for (Int_t iTimeBin = 0; iTimeBin < fMaxTime; iTimeBin++) {
- allBins[iRow][iPad*fMaxTime+iTimeBin] -= pedestalEvent;
- if (iTimeBin < AliTPCReconstructor::GetRecoParam()->GetFirstBin())
- allBins[iRow][iPad*fMaxTime+iTimeBin] = 0;
- if (iTimeBin > AliTPCReconstructor::GetRecoParam()->GetLastBin())
- allBins[iRow][iPad*fMaxTime+iTimeBin] = 0;
- if (allBins[iRow][iPad*fMaxTime+iTimeBin] < zeroSup)
- allBins[iRow][iPad*fMaxTime+iTimeBin] = 0;
- if (allBins[iRow][iPad*fMaxTime+iTimeBin] < 3.0*rmsEvent) // 3 sigma cut on RMS
- allBins[iRow][iPad*fMaxTime+iTimeBin] = 0;
- }
- }
- }
- }
- // Now loop over rows and find clusters
- for (fRow = 0; fRow < nRows; fRow++) {
- fRowCl = new AliTPCClustersRow;
- fRowCl->SetClass("AliTPCclusterMI");
- fRowCl->SetArray(1);
- fRowCl->SetID(fParam->GetIndex(fSector, fRow));
- fOutput->GetBranch("Segment")->SetAddress(&fRowCl);
-
- fRx = fParam->GetPadRowRadii(fSector, fRow);
- fPadLength = fParam->GetPadPitchLength(fSector, fRow);
- fPadWidth = fParam->GetPadPitchWidth();
- if (fSector < kNIS)
- fMaxPad = fParam->GetNPadsLow(fRow);
- else
- fMaxPad = fParam->GetNPadsUp(fRow);
- fMaxBin = fMaxTime*(fMaxPad+6); // add 3 virtual pads before and 3 after
-
- fBins = allBins[fRow];
- fResBins = allBinsRes[fRow];
-
- FindClusters(noiseROC);
-
- fOutput->Fill();
- delete fRowCl;
- nclusters += fNcluster;
- } // End of loop to find clusters
+ ProcessSectorData();
} // End of loop over sectors
+
+ if (rawReader->GetEventId() && fOutput ){
+ Info("Digits2Clusters", "File %s Event\t%d\tNumber of found clusters : %d\n", fOutput->GetName(),*(rawReader->GetEventId()), fNclusters);
+ }
- for (Int_t iRow = 0; iRow < nRowsMax; iRow++) {
- delete [] allBins[iRow];
- delete [] allBinsRes[iRow];
- }
- delete [] allBins;
- delete [] allBinsRes;
-
- Info("Digits2Clusters", "File %s Event\t%d\tNumber of found clusters : %d\n", fOutput->GetName(),*(rawReader->GetEventId()), nclusters);
+ if(rawReader->GetEventId()) {
+ Info("Digits2Clusters", "Event\t%d\tNumber of found clusters : %d\n",*(rawReader->GetEventId()), fNclusters);
+ }
+ if(fBClonesArray) {
+ //Info("Digits2Clusters", "Number of found clusters : %d\n",fOutputClonesArray->GetEntriesFast());
+ }
}
void AliTPCclustererMI::FindClusters(AliTPCCalROC * noiseROC)
// add virtual charge at the edge
//
Double_t kMaxDumpSize = 500000;
- if (fRecoParam->GetCalcPedestal() && fOutput->GetZipBytes()< kMaxDumpSize) fBDumpSignal =kTRUE; //dump signal flag
- //
- if (0) for (Int_t i=0; i<fMaxTime; i++){
- Float_t amp1 = fBins[i+3*fMaxTime];
- Float_t amp0 =0;
- if (amp1>0){
- Float_t amp2 = fBins[i+4*fMaxTime];
- if (amp2==0) amp2=0.5;
- Float_t sigma2 = GetSigmaY2(i);
- amp0 = (amp1*amp1/amp2)*TMath::Exp(-1./sigma2);
- if (gDebug>4) printf("\n%f\n",amp0);
- }
- fBins[i+2*fMaxTime] = amp0;
- amp0 = 0;
- amp1 = fBins[(fMaxPad+2)*fMaxTime+i];
- if (amp1>0){
- Float_t amp2 = fBins[i+(fMaxPad+1)*fMaxTime];
- if (amp2==0) amp2=0.5;
- Float_t sigma2 = GetSigmaY2(i);
- amp0 = (amp1*amp1/amp2)*TMath::Exp(-1./sigma2);
- if (gDebug>4) printf("\n%f\n",amp0);
- }
- fBins[(fMaxPad+3)*fMaxTime+i] = amp0;
+ if (!fOutput) {
+ fBDumpSignal =kFALSE;
+ }else{
+ if (fRecoParam->GetCalcPedestal() && fOutput->GetZipBytes()< kMaxDumpSize) fBDumpSignal =kTRUE; //dump signal flag
}
- memcpy(fResBins,fBins, fMaxBin*sizeof(Float_t));
- //
- //
- //
+
fNcluster=0;
fLoop=1;
- Float_t *b=&fBins[-1]+2*fMaxTime;
- Int_t crtime = Int_t((fParam->GetZLength()-fRecoParam->GetCtgRange()*fRx)/fZWidth-fParam->GetNTBinsL1()-5);
+ Int_t crtime = Int_t((fParam->GetZLength(fSector)-fRecoParam->GetCtgRange()*fRx)/fZWidth-fParam->GetNTBinsL1()-5);
Float_t minMaxCutAbs = fRecoParam->GetMinMaxCutAbs();
Float_t minLeftRightCutAbs = fRecoParam->GetMinLeftRightCutAbs();
Float_t minUpDownCutAbs = fRecoParam->GetMinUpDownCutAbs();
Float_t minMaxCutSigma = fRecoParam->GetMinMaxCutSigma();
Float_t minLeftRightCutSigma = fRecoParam->GetMinLeftRightCutSigma();
Float_t minUpDownCutSigma = fRecoParam->GetMinUpDownCutSigma();
- for (Int_t i=2*fMaxTime; i<fMaxBin-2*fMaxTime; i++) {
- b++;
- if (i%fMaxTime<crtime) {
- Int_t delta = -(i%fMaxTime)+crtime;
- b+=delta;
- i+=delta;
- continue;
- }
+ Int_t useOnePadCluster = fRecoParam->GetUseOnePadCluster();
+ for (Int_t iSig = 0; iSig < fNSigBins; iSig++) {
+ Int_t i = fSigBins[iSig];
+ if (i%fMaxTime<=crtime) continue;
+ Float_t *b = &fBins[i];
//absolute custs
if (b[0]<minMaxCutAbs) continue; //threshold for maxima
//
- if (b[-1]+b[1]+b[-fMaxTime]+b[fMaxTime]<=0) continue; // cut on isolated clusters
- // if (b[-1]+b[1]<=0) continue; // cut on isolated clusters
- //if (b[-fMaxTime]+b[fMaxTime]<=0) continue; // cut on isolated clusters
+ if (useOnePadCluster==0){
+ if (b[-1]+b[1]+b[-fMaxTime]+b[fMaxTime]<=0) continue; // cut on isolated clusters
+ if (b[-1]+b[1]<=0) continue; // cut on isolated clusters
+ if (b[-fMaxTime]+b[fMaxTime]<=0) continue; // cut on isolated clusters
+ }
//
if ((b[0]+b[-1]+b[1])<minUpDownCutAbs) continue; //threshold for up down (TRF)
if ((b[0]+b[-fMaxTime]+b[fMaxTime])<minLeftRightCutAbs) continue; //threshold for left right (PRF)
if (!IsMaximum(*b,fMaxTime,b)) continue;
//
Float_t noise = noiseROC->GetValue(fRow, i/fMaxTime);
+ if (noise>fRecoParam->GetMaxNoise()) continue;
// sigma cuts
if (b[0]<minMaxCutSigma*noise) continue; //threshold form maxima
if ((b[0]+b[-1]+b[1])<minUpDownCutSigma*noise) continue; //threshold for up town TRF
if ((b[0]+b[-fMaxTime]+b[fMaxTime])<minLeftRightCutSigma*noise) continue; //threshold for left right (PRF)
- AliTPCclusterMI c(kFALSE); // default cosntruction without info
+ AliTPCclusterMI c; // default cosntruction without info
Int_t dummy=0;
MakeCluster(i, fMaxTime, fBins, dummy,c);
}
}
+Bool_t AliTPCclustererMI::AcceptCluster(AliTPCclusterMI *cl){
+ //
+ // Currently hack to filter digital noise (15.06.2008)
+ // To be parameterized in the AliTPCrecoParam
+ // More inteligent way to be used in future
+ // Acces to the proper pedestal file needed
+ //
+ if (cl->GetMax()<400) return kTRUE;
+ Double_t ratio = cl->GetQ()/cl->GetMax();
+ if (cl->GetMax()>700){
+ if ((ratio - int(ratio)>0.8)) return kFALSE;
+ }
+ if ((ratio - int(ratio)<0.95)) return kTRUE;
+ return kFALSE;
+}
+
Double_t AliTPCclustererMI::ProcesSignal(Float_t *signal, Int_t nchannels, Int_t id[3], Double_t &rmsEvent, Double_t &pedestalEvent){
//
// ESTIMATE pedestal and the noise
//
const Int_t kPedMax = 100;
- Double_t kMaxDebugSize = 5000000.;
Float_t max = 0;
Float_t maxPos = 0;
Int_t median = -1;
Int_t count1 = 0;
Float_t rmsCalib = rmsEvent; // backup initial value ( from calib)
Float_t pedestalCalib = pedestalEvent;// backup initial value ( from calib)
- Int_t firstBin = AliTPCReconstructor::GetRecoParam()->GetFirstBin();
+ Int_t firstBin = fRecoParam->GetFirstBin();
//
UShort_t histo[kPedMax];
- memset(histo,0,kPedMax*sizeof(UShort_t));
+ //memset(histo,0,kPedMax*sizeof(UShort_t));
+ for (Int_t i=0; i<kPedMax; i++) histo[i]=0;
for (Int_t i=0; i<fMaxTime; i++){
if (signal[i]<=0) continue;
if (signal[i]>max && i>firstBin) {
rms +=histo[median+idelta]*(median+idelta)*(median+idelta);
}
}
- mean /=count10;
- mean06/=count06;
- mean09/=count09;
- rms = TMath::Sqrt(TMath::Abs(rms/count10-mean*mean));
- rms06 = TMath::Sqrt(TMath::Abs(rms06/count06-mean06*mean06));
- rms09 = TMath::Sqrt(TMath::Abs(rms09/count09-mean09*mean09));
+ if (count10) {
+ mean /=count10;
+ rms = TMath::Sqrt(TMath::Abs(rms/count10-mean*mean));
+ }
+ if (count06) {
+ mean06/=count06;
+ rms06 = TMath::Sqrt(TMath::Abs(rms06/count06-mean06*mean06));
+ }
+ if (count09) {
+ mean09/=count09;
+ rms09 = TMath::Sqrt(TMath::Abs(rms09/count09-mean09*mean09));
+ }
rmsEvent = rms09;
//
pedestalEvent = median;
//
// Dump mean signal info
//
- (*fDebugStreamer)<<"Signal"<<
+ if (AliTPCReconstructor::StreamLevel()>0) {
+ (*fDebugStreamer)<<"Signal"<<
"TimeStamp="<<fTimeStamp<<
"EventType="<<fEventType<<
"Sector="<<uid[0]<<
"RMSCalib="<<rmsCalib<<
"PedCalib="<<pedestalCalib<<
"\n";
+ }
//
// fill pedestal histogram
//
- AliTPCROC * roc = AliTPCROC::Instance();
- if (!fAmplitudeHisto){
- fAmplitudeHisto = new TObjArray(72);
- }
- //
- if (uid[0]<roc->GetNSectors()
- && uid[1]< roc->GetNRows(uid[0]) &&
- uid[2] <roc->GetNPads(uid[0], uid[1])){
- TObjArray * sectorArray = (TObjArray*)fAmplitudeHisto->UncheckedAt(uid[0]);
- if (!sectorArray){
- Int_t npads =roc->GetNChannels(uid[0]);
- sectorArray = new TObjArray(npads);
- fAmplitudeHisto->AddAt(sectorArray, uid[0]);
- }
- Int_t position = uid[2]+roc->GetRowIndexes(uid[0])[uid[1]];
- TH1F * histo = (TH1F*)sectorArray->UncheckedAt(position);
- if (!histo){
- char hname[100];
- sprintf(hname,"Amp_%d_%d_%d",uid[0],uid[1],uid[2]);
- TFile * backup = gFile;
- fDebugStreamer->GetFile()->cd();
- histo = new TH1F(hname, hname, 100, 5,100);
- //histo->SetDirectory(0); // histogram not connected to directory -(File)
- sectorArray->AddAt(histo, position);
- if (backup) backup->cd();
- }
- for (Int_t i=0; i<nchannels; i++){
- histo->Fill(signal[i]);
- }
- }
//
//
//
dtime[i] = i;
dsignal[i] = signal[i];
}
- //
- // Digital noise
- //
- if (max-median>30.*TMath::Max(1.,Double_t(rms06)) && (((*fDebugStreamer)<<"SignalDN").GetSize()<kMaxDebugSize)){
- //
- //
- TGraph * graph =new TGraph(nchannels, dtime, dsignal);
- //
- //
- // jumps left - right
- Int_t njumps0=0;
- Double_t deltaT0[2000];
- Double_t deltaA0[2000];
- Int_t lastJump0 = fRecoParam->GetFirstBin();
- Int_t njumps1=0;
- Double_t deltaT1[2000];
- Double_t deltaA1[2000];
- Int_t lastJump1 = fRecoParam->GetFirstBin();
- Int_t njumps2=0;
- Double_t deltaT2[2000];
- Double_t deltaA2[2000];
- Int_t lastJump2 = fRecoParam->GetFirstBin();
-
- for (Int_t itime=fRecoParam->GetFirstBin()+1; itime<fRecoParam->GetLastBin()-1; itime++){
- if (TMath::Abs(dsignal[itime]-dsignal[itime-1])>30.*TMath::Max(1.,Double_t(rms06)) &&
- TMath::Abs(dsignal[itime]-dsignal[itime+1])>30.*TMath::Max(1.,Double_t(rms06)) &&
- (dsignal[itime-1]-median<5.*rms06) &&
- (dsignal[itime+1]-median<5.*rms06)
- ){
- deltaA0[njumps0] = dsignal[itime]-dsignal[itime-1];
- deltaT0[njumps0] = itime-lastJump0;
- lastJump0 = itime;
- njumps0++;
- }
- if (TMath::Abs(dsignal[itime]-dsignal[itime-1])>30.*TMath::Max(1.,Double_t(rms06)) &&
- (dsignal[itime-1]-median<5.*rms06)
- ) {
- deltaA1[njumps1] = dsignal[itime]-dsignal[itime-1];
- deltaT1[njumps1] = itime-lastJump1;
- lastJump1 = itime;
- njumps1++;
- }
- if (TMath::Abs(dsignal[itime]-dsignal[itime+1])>30.*TMath::Max(1.,Double_t(rms06)) &&
- (dsignal[itime+1]-median<5.*rms06)
- ) {
- deltaA2[njumps2] = dsignal[itime]-dsignal[itime+1];
- deltaT2[njumps2] = itime-lastJump2;
- lastJump2 = itime;
- njumps2++;
- }
- }
- //
- if (njumps0>0 || njumps1>0 || njumps2>0){
- TGraph *graphDN0 = new TGraph(njumps0, deltaT0, deltaA0);
- TGraph *graphDN1 = new TGraph(njumps1, deltaT1, deltaA1);
- TGraph *graphDN2 = new TGraph(njumps2, deltaT2, deltaA2);
- (*fDebugStreamer)<<"SignalDN"<< //digital - noise pads - or random sample of pads
- "TimeStamp="<<fTimeStamp<<
- "EventType="<<fEventType<<
- "Sector="<<uid[0]<<
- "Row="<<uid[1]<<
- "Pad="<<uid[2]<<
- "Graph="<<graph<<
- "Max="<<max<<
- "MaxPos="<<maxPos<<
- "Graph.="<<graph<<
- "P0GraphDN0.="<<graphDN0<<
- "P1GraphDN1.="<<graphDN1<<
- "P2GraphDN2.="<<graphDN2<<
- //
- "Median="<<median<<
- "Mean="<<mean<<
- "RMS="<<rms<<
- "Mean06="<<mean06<<
- "RMS06="<<rms06<<
- "Mean09="<<mean09<<
- "RMS09="<<rms09<<
- "\n";
- delete graphDN0;
- delete graphDN1;
- delete graphDN2;
- }
- delete graph;
- }
-
- //
- // NOISE STUDY Fourier transform
- //
- TGraph * graph;
- Bool_t random = (gRandom->Rndm()<0.0003);
- if (((*fDebugStreamer)<<"SignalN").GetSize()<kMaxDebugSize)
- if (max-median>kMin || rms06>1.*fParam->GetZeroSup() || random){
- graph =new TGraph(nchannels, dtime, dsignal);
- if (rms06>1.*fParam->GetZeroSup() || random){
- //Double_t *input, Double_t threshold, Bool_t locMax, Double_t *freq, Double_t *re, Double_t *im, Double_t *mag, Double_t *phi);
- Float_t * input = &(dsignal[fRecoParam->GetFirstBin()]);
- Float_t freq[2000], re[2000], im[2000], mag[2000], phi[2000];
- Int_t npoints = TransformFFT(input, -1,kFALSE, freq, re, im, mag, phi);
- TGraph *graphMag0 = new TGraph(npoints, freq, mag);
- TGraph *graphPhi0 = new TGraph(npoints, freq, phi);
- npoints = TransformFFT(input, 0.5,kTRUE, freq, re, im, mag, phi);
- TGraph *graphMag1 = new TGraph(npoints, freq, mag);
- TGraph *graphPhi1 = new TGraph(npoints, freq, phi);
-
- (*fDebugStreamer)<<"SignalN"<< //noise pads - or random sample of pads
- "TimeStamp="<<fTimeStamp<<
- "EventType="<<fEventType<<
- "Sector="<<uid[0]<<
- "Row="<<uid[1]<<
- "Pad="<<uid[2]<<
- "Graph.="<<graph<<
- "Max="<<max<<
- "MaxPos="<<maxPos<<
- //
- "Median="<<median<<
- "Mean="<<mean<<
- "RMS="<<rms<<
- "Mean06="<<mean06<<
- "RMS06="<<rms06<<
- "Mean09="<<mean09<<
- "RMS09="<<rms09<<
- // FFT part
- "Mag0.="<<graphMag0<<
- "Mag1.="<<graphMag1<<
- "Phi0.="<<graphPhi0<<
- "Phi1.="<<graphPhi1<<
- "\n";
- delete graphMag0;
- delete graphMag1;
- delete graphPhi0;
- delete graphPhi1;
- }
- //
- // Big signals dumping
- //
-
- if (max-median>kMin &&maxPos>AliTPCReconstructor::GetRecoParam()->GetFirstBin())
- (*fDebugStreamer)<<"SignalB"<< // pads with signal
- "TimeStamp="<<fTimeStamp<<
- "EventType="<<fEventType<<
- "Sector="<<uid[0]<<
- "Row="<<uid[1]<<
- "Pad="<<uid[2]<<
- "Graph="<<graph<<
- "Max="<<max<<
- "MaxPos="<<maxPos<<
- //
- "Median="<<median<<
- "Mean="<<mean<<
- "RMS="<<rms<<
- "Mean06="<<mean06<<
- "RMS06="<<rms06<<
- "Mean09="<<mean09<<
- "RMS09="<<rms09<<
- "\n";
- delete graph;
- }
-
- //
- //
- // Central Electrode signal analysis
- //
- Float_t ceQmax =0, ceQsum=0, ceTime=0;
- Float_t cemean = mean06, cerms=rms06 ;
- Int_t cemaxpos= 0;
- Float_t ceThreshold=5.*cerms;
- Float_t ceSumThreshold=8.*cerms;
- const Int_t kCemin=5; // range for the analysis of the ce signal +- channels from the peak
- const Int_t kCemax=5;
- for (Int_t i=nchannels-2; i>nchannels/2; i--){
- if ( (dsignal[i]-mean06)>ceThreshold && dsignal[i]>=dsignal[i+1] && dsignal[i]>=dsignal[i-1] ){
- cemaxpos=i;
- break;
- }
- }
- if (cemaxpos!=0){
- ceQmax = 0;
- Int_t cemaxpos2=0;
- for (Int_t i=cemaxpos-20; i<cemaxpos+5; i++){
- if (i<0 || i>nchannels-1) continue;
- Double_t val=dsignal[i]- cemean;
- if (val>ceQmax){
- cemaxpos2=i;
- ceQmax = val;
- }
- }
- cemaxpos = cemaxpos2;
-
- for (Int_t i=cemaxpos-kCemin; i<cemaxpos+kCemax; i++){
- if (i>0 && i<nchannels&&dsignal[i]- cemean>0){
- Double_t val=dsignal[i]- cemean;
- ceTime+=val*dtime[i];
- ceQsum+=val;
- if (val>ceQmax) ceQmax=val;
- }
- }
- if (ceQmax&&ceQsum>ceSumThreshold) {
- ceTime/=ceQsum;
- (*fDebugStreamer)<<"Signalce"<<
- "TimeStamp="<<fTimeStamp<<
- "EventType="<<fEventType<<
- "Sector="<<uid[0]<<
- "Row="<<uid[1]<<
- "Pad="<<uid[2]<<
- "Max="<<ceQmax<<
- "Qsum="<<ceQsum<<
- "Time="<<ceTime<<
- "RMS06="<<rms06<<
- //
- "\n";
- }
- }
- // end of ce signal analysis
- //
//
- // Gating grid signal analysis
- //
- Double_t ggQmax =0, ggQsum=0, ggTime=0;
- Double_t ggmean = mean06, ggrms=rms06 ;
- Int_t ggmaxpos= 0;
- Double_t ggThreshold=5.*ggrms;
- Double_t ggSumThreshold=8.*ggrms;
-
- for (Int_t i=1; i<nchannels/4; i++){
- if ( (dsignal[i]-mean06)>ggThreshold && dsignal[i]>=dsignal[i+1] && dsignal[i]>=dsignal[i-1] &&
- (dsignal[i]+dsignal[i+1]+dsignal[i-1]-3*mean06)>ggSumThreshold){
- ggmaxpos=i;
- if (dsignal[i-1]>dsignal[i+1]) ggmaxpos=i-1;
- break;
- }
- }
- if (ggmaxpos!=0){
- for (Int_t i=ggmaxpos-1; i<ggmaxpos+3; i++){
- if (i>0 && i<nchannels && dsignal[i]-ggmean>0){
- Double_t val=dsignal[i]- ggmean;
- ggTime+=val*dtime[i];
- ggQsum+=val;
- if (val>ggQmax) ggQmax=val;
- }
- }
- if (ggQmax&&ggQsum>ggSumThreshold) {
- ggTime/=ggQsum;
- (*fDebugStreamer)<<"Signalgg"<<
- "TimeStamp="<<fTimeStamp<<
- "EventType="<<fEventType<<
- "Sector="<<uid[0]<<
- "Row="<<uid[1]<<
- "Pad="<<uid[2]<<
- "Max="<<ggQmax<<
- "Qsum="<<ggQsum<<
- "Time="<<ggTime<<
- "RMS06="<<rms06<<
- //
- "\n";
- }
+ // Big signals dumping
+ //
+ if (AliTPCReconstructor::StreamLevel()>0) {
+ if (max-median>kMin &&maxPos>fRecoParam->GetFirstBin())
+ (*fDebugStreamer)<<"SignalB"<< // pads with signal
+ "TimeStamp="<<fTimeStamp<<
+ "EventType="<<fEventType<<
+ "Sector="<<uid[0]<<
+ "Row="<<uid[1]<<
+ "Pad="<<uid[2]<<
+ // "Graph="<<graph<<
+ "Max="<<max<<
+ "MaxPos="<<maxPos<<
+ //
+ "Median="<<median<<
+ "Mean="<<mean<<
+ "RMS="<<rms<<
+ "Mean06="<<mean06<<
+ "RMS06="<<rms06<<
+ "Mean09="<<mean09<<
+ "RMS09="<<rms09<<
+ "\n";
}
- // end of gg signal analysis
-
delete [] dsignal;
delete [] dtime;
-void AliTPCclustererMI::DumpHistos(){
- //
- // Dump histogram information
- //
- if (!fAmplitudeHisto) return;
- AliTPCROC * roc = AliTPCROC::Instance();
- for (UInt_t isector=0; isector<AliTPCROC::Instance()->GetNSectors(); isector++){
- TObjArray * array = (TObjArray*)fAmplitudeHisto->UncheckedAt(isector);
- if (!array) continue;
- for (UInt_t ipad = 0; ipad <(UInt_t)array->GetEntriesFast(); ipad++){
- TH1F * histo = (TH1F*) array->UncheckedAt(ipad);
- if (!histo) continue;
- if (histo->GetEntries()<100) continue;
- histo->Fit("gaus","q");
- Float_t mean = histo->GetMean();
- Float_t rms = histo->GetRMS();
- Float_t gmean = histo->GetFunction("gaus")->GetParameter(1);
- Float_t gsigma = histo->GetFunction("gaus")->GetParameter(2);
- Float_t gmeanErr = histo->GetFunction("gaus")->GetParError(1);
- Float_t gsigmaErr = histo->GetFunction("gaus")->GetParError(2);
- Float_t max = histo->GetFunction("gaus")->GetParameter(0);
-
- // get pad number
- UInt_t row=0, pad =0;
- const UInt_t *indexes =roc->GetRowIndexes(isector);
- for (UInt_t irow=0; irow<roc->GetNRows(isector); irow++){
- if (indexes[irow]<=ipad){
- row = irow;
- pad = ipad-indexes[irow];
- }
- }
- Int_t rpad = pad - (AliTPCROC::Instance()->GetNPads(isector,row))/2;
- //
- (*fDebugStreamer)<<"Fit"<<
- "TimeStamp="<<fTimeStamp<<
- "EventType="<<fEventType<<
- "Sector="<<isector<<
- "Row="<<row<<
- "Pad="<<pad<<
- "RPad="<<rpad<<
- "Max="<<max<<
- "Mean="<<mean<<
- "RMS="<<rms<<
- "GMean="<<gmean<<
- "GSigma="<<gsigma<<
- "GMeanErr="<<gmeanErr<<
- "GSigmaErr="<<gsigmaErr<<
- "\n";
- if (array->UncheckedAt(ipad)) fDebugStreamer->StoreObject(array->UncheckedAt(ipad));
- }
- }
-}
-
-
-Int_t AliTPCclustererMI::TransformFFT(Float_t *input, Float_t threshold, Bool_t locMax, Float_t *freq, Float_t *re, Float_t *im, Float_t *mag, Float_t *phi)
-{
- //
- // calculate fourrie transform
- // return only frequncies with mag over threshold
- // if locMax is spectified only freque with local maxima over theshold is returned
-
- if (! fFFTr2c) return kFALSE;
- if (!freq) return kFALSE;
-
- Int_t current=0;
- Int_t nPoints = fRecoParam->GetLastBin()-fRecoParam->GetFirstBin();
- Double_t *in = new Double_t[nPoints];
- Double_t *rfft = new Double_t[nPoints];
- Double_t *ifft = new Double_t[nPoints];
- for (Int_t i=0; i<nPoints; i++){in[i]=input[i];}
- fFFTr2c->SetPoints(in);
- fFFTr2c->Transform();
- fFFTr2c->GetPointsComplex(rfft, ifft);
- for (Int_t i=3; i<nPoints/2-3; i++){
- Float_t lmag = TMath::Sqrt(rfft[i]*rfft[i]+ifft[i]*ifft[i])/nPoints;
- if (lmag<threshold) continue;
- if (locMax){
- if ( TMath::Sqrt(rfft[i-1]*rfft[i-1]+ifft[i-1]*ifft[i-1])/nPoints>lmag) continue;
- if ( TMath::Sqrt(rfft[i+1]*rfft[i+1]+ifft[i+1]*ifft[i+1])/nPoints>lmag) continue;
- if ( TMath::Sqrt(rfft[i-2]*rfft[i-2]+ifft[i-2]*ifft[i-2])/nPoints>lmag) continue;
- if ( TMath::Sqrt(rfft[i+2]*rfft[i+2]+ifft[i+2]*ifft[i+2])/nPoints>lmag) continue;
- if ( TMath::Sqrt(rfft[i-3]*rfft[i-3]+ifft[i-3]*ifft[i-3])/nPoints>lmag) continue;
- if ( TMath::Sqrt(rfft[i+3]*rfft[i+3]+ifft[i+3]*ifft[i+3])/nPoints>lmag) continue;
- }
-
- freq[current] = Float_t(i)/Float_t(nPoints);
- //
- re[current] = rfft[i];
- im[current] = ifft[i];
- mag[current]=lmag;
- phi[current]=TMath::ATan2(ifft[i],rfft[i]);
- current++;
- }
- delete [] in;
- delete [] rfft;
- delete [] ifft;
- return current;
-}
git://git.uio.no / u / mrichter / AliRoot.git / blobdiff