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[PWGDQ] Add and fix configurable tag options for optimize memory issue #17272

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e5ae9f4
PWGDQ: Add and fix configurable options for optimize memory issue
dmallick2 Jul 30, 2026
29c8c21
PWGDQ: Add and fix configurable options for optimize memory issue
dmallick2 Jul 30, 2026
c98352c
PWGDQ: Add and fix configurable options for optimize memory issue
dmallick2 Jul 30, 2026
5b8446e
PWGDQ: Add and fix configurable options for optimize memory issue
dmallick2 Jul 30, 2026
652307e
PWGDQ: Add and fix configurable options for optimize memory issue
dmallick2 Jul 30, 2026
ec8037a
PWGDQ: Add and fix configurable options for optimize memory issue
dmallick2 Jul 30, 2026
10d5d38
PWGDQ: Add and fix configurable options for optimize memory issue
dmallick2 Jul 30, 2026
802d723
PWGDQ:Fix white space
dmallick2 Jul 30, 2026
9b5efbe
PWGDQ:Fix Megalinter initialization issue
dmallick2 Jul 31, 2026
e60e93d
PWGDQ:Fix Megalinter related
dmallick2 Jul 31, 2026
2b49184
PWGDQ:Fix Megalinter related
dmallick2 Jul 31, 2026
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16 changes: 13 additions & 3 deletions PWGDQ/Core/HistogramsLibrary.cxx
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Original file line number Diff line number Diff line change
Expand Up @@ -744,22 +744,22 @@
if (subGroupStr.Contains("tpcpid_fine")) {
// fine binning for pIN: steps in 10 MeV/c from 0 to 1 GeV/c and 100 MeV/c up to 10 GeV/c
std::array<double, 281> pIN_bins{};
for (int i = 0; i <= 200; i++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
pIN_bins[i] = 0.01 * i;
}
for (int i = 1; i <= 80; i++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
pIN_bins[200 + i] = 2. + 0.1 * i;
}
int nbins_pIN = static_cast<int>(pIN_bins.size()) - 1;

std::array<double, 201> TPCdEdx_bins{};
for (int i = 0; i <= 200; i++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
TPCdEdx_bins[i] = i;
}
int nbins_TPCdEdx = static_cast<int>(TPCdEdx_bins.size()) - 1;

std::array<double, 101> nSigma_bins{};
for (int i = 0; i <= 100; i++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
nSigma_bins[i] = -5. + 0.1 * i;
}
int nbins_nSigma = static_cast<int>(nSigma_bins.size()) - 1;
Expand Down Expand Up @@ -882,22 +882,22 @@
if (subGroupStr.Contains("tofpid_fine")) {
// fine binning for pIN: steps in 10 MeV/c from 0 to 1 GeV/c and 100 MeV/c up to 10 GeV/c
std::array<double, 281> pIN_bins{};
for (int i = 0; i <= 200; i++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
pIN_bins[i] = 0.01 * i;
}
for (int i = 1; i <= 80; i++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
pIN_bins[200 + i] = 2. + 0.1 * i;
}
int nbins_pIN = static_cast<int>(pIN_bins.size()) - 1;

std::array<double, 241> TOFbeta_bins{};
for (int i = 0; i <= 240; i++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
TOFbeta_bins[i] = 0.005 * i;
}
int nbins_TOFbeta = static_cast<int>(TOFbeta_bins.size()) - 1;

std::array<double, 101> nSigma_bins{};
for (int i = 0; i <= 100; i++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
nSigma_bins[i] = -5. + 0.1 * i;
}
int nbins_nSigma = static_cast<int>(nSigma_bins.size()) - 1;
Expand All @@ -919,10 +919,10 @@
const int kNvarsPID = 3;
const int kNbins_pIN = 169;
std::array<double, kNbins_pIN + 1> pIN_bins{};
for (int i = 0; i <= 140; i++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
pIN_bins[i] = 0.01 * i + 0.1;
}
for (int i = 1; i <= 15; i++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
pIN_bins[140 + i] = 1.5 + 0.1 * i;
}
for (int i = 1; i <= 14; i++) {
Expand Down Expand Up @@ -1257,15 +1257,25 @@
hm->AddHistogram(histClass, "Coschi", "", false, 25, coschiBins.data(), VarManager::kMCCosChi, 0, nullptr, -1, 0, nullptr, -1, "", "", "", -1, VarManager::kMCWeight);
}

if (groupStr.CompareTo("polarization-pseudoproper-gen") == 0) {
if (groupStr.CompareTo("polarization-pseudoproper-midy-he-gen") == 0) {
std::array<int, 4> varspTHE = {VarManager::kMCMass, VarManager::kMCPt, VarManager::kMCCosThetaHE, VarManager::kMCVertexingTauxyProjected};
std::array<int, 4> varspTCS = {VarManager::kMCMass, VarManager::kMCPt, VarManager::kMCCosThetaCS, VarManager::kMCVertexingTauxyProjected};
std::array<int, 4> varspTRM = {VarManager::kMCMass, VarManager::kMCPt, VarManager::kMCCosThetaRM, VarManager::kMCVertexingTauxyProjected};
std::array<int, 4> bins = {50, 20, 20, 1000};
std::array<double, 4> xmin = {2., 0., -1., -0.5};
std::array<double, 4> xmax = {4., 20., 1., 0.5};
hm->AddHistogram(histClass, "Mass_Pt_cosThetaHE_Tauxy", "", 4, varspTHE.data(), bins.data(), xmin.data(), xmax.data(), nullptr, -1, kFALSE);
}
if (groupStr.CompareTo("polarization-pseudoproper-midy-cs-gen") == 0) {
std::array<int, 4> varspTCS = {VarManager::kMCMass, VarManager::kMCPt, VarManager::kMCCosThetaCS, VarManager::kMCVertexingTauxyProjected};
std::array<int, 4> bins = {50, 20, 20, 1000};
std::array<double, 4> xmin = {2., 0., -1., -0.5};
std::array<double, 4> xmax = {4., 20., 1., 0.5};
hm->AddHistogram(histClass, "Mass_Pt_cosThetaCS_Tauxy", "", 4, varspTCS.data(), bins.data(), xmin.data(), xmax.data(), nullptr, -1, kFALSE);
}
if (groupStr.CompareTo("polarization-pseudoproper-midy-rand-gen") == 0) {
std::array<int, 4> varspTRM = {VarManager::kMCMass, VarManager::kMCPt, VarManager::kMCCosThetaRM, VarManager::kMCVertexingTauxyProjected};
std::array<int, 4> bins = {50, 20, 20, 1000};
std::array<double, 4> xmin = {2., 0., -1., -0.5};
std::array<double, 4> xmax = {4., 20., 1., 0.5};
hm->AddHistogram(histClass, "Mass_Pt_cosThetaRM_Tauxy", "", 4, varspTRM.data(), bins.data(), xmin.data(), xmax.data(), nullptr, -1, kFALSE);
}
if (groupStr.CompareTo("polarization-dielectron-pbpb-midy-he-gen") == 0) {
Expand Down
114 changes: 73 additions & 41 deletions PWGDQ/Tasks/dqEfficiency_withAssoc_direct.cxx
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Expand Up @@ -331,14 +331,14 @@ struct AnalysisEventSelection {

HistogramManager* fHistMan = nullptr;

AnalysisCompositeCut* fEventCut;
AnalysisCompositeCut* fEventCut = nullptr;

Service<o2::ccdb::BasicCCDBManager> fCCDB;
o2::ccdb::CcdbApi fCCDBApi;

std::map<int64_t, bool> fSelMap; // key: reduced event global index, value: event selection decision
std::map<uint64_t, std::vector<int64_t>> fBCCollMap; // key: global BC, value: vector of reduced event global indices
int fCurrentRun;
int fCurrentRun = 0;

void init(o2::framework::InitContext& context)
{
Expand Down Expand Up @@ -595,13 +595,13 @@ struct AnalysisTrackSelection {
Service<o2::ccdb::BasicCCDBManager> fCCDB;
Service<o2::pid::tof::TOFResponse> fTofResponse;

HistogramManager* fHistMan;
HistogramManager* fHistMan = nullptr;
std::vector<AnalysisCompositeCut*> fTrackCuts;
std::vector<MCSignal*> fMCSignals; // list of signals to be checked
std::vector<TString> fHistNamesReco;
std::vector<TString> fHistNamesMCMatched;

int fCurrentRun; // current run (needed to detect run changes for loading CCDB parameters)
int fCurrentRun = 0; // current run (needed to detect run changes for loading CCDB parameters)

std::map<int64_t, std::vector<int64_t>> fNAssocsInBunch; // key: track global index, value: vector of global index for events associated in-bunch (events that have in-bunch pileup or splitting)
std::map<int64_t, std::vector<int64_t>> fNAssocsOutOfBunch; // key: track global index, value: vector of global index for events associated out-of-bunch (events that have no in-bunch pileup)
Expand Down Expand Up @@ -938,9 +938,9 @@ struct AnalysisPrefilterSelection {
Configurable<bool> fPropTrack{"cfgPropTrack", false, "Propagate tracks to associated collision to recalculate DCA and momentum vector"};

std::map<uint32_t, uint32_t> fPrefilterMap;
AnalysisCompositeCut* fPairCut;
uint32_t fPrefilterMask;
int fPrefilterCutBit;
AnalysisCompositeCut* fPairCut = nullptr;
uint32_t fPrefilterMask = 0;
int fPrefilterCutBit = 0;

Preslice<aod::TrackAssoc> trackAssocsPerCollision = aod::track_association::collisionId;

Expand Down Expand Up @@ -1141,7 +1141,9 @@ struct AnalysisSameEventPairing {
Configurable<std::string> pair{"cfgPairCuts", "", "Comma separated list of pair cuts, !!! Use only if you know what you are doing, otherwise leave empty"};
Configurable<bool> fConfigQA{"cfgQA", false, "If true, fill QA histograms"};
Configurable<bool> fConfigMCtruthQA{"cfgMCtruthQA", false, "If true, fill QA histograms with default"};
Configurable<bool> fConfigPseudoQA{"cfgPseudoQA", false, "If true, fill QA histograms with pseudo-proper decay length analysis with polarization"};
Configurable<bool> fConfigPseudoHEQA{"cfgPseudoHEQA", false, "If true, fill QA histograms with pseudo-proper decay length analysis with polarization HE"};
Configurable<bool> fConfigPseudoCSQA{"cfgPseudoCSQA", false, "If true, fill QA histograms with pseudo-proper decay length analysis with polarization CS"};
Configurable<bool> fConfigPseudoRMQA{"cfgPseudoRMQA", false, "If true, fill QA histograms with pseudo-proper decay length analysis with polarization RM"};
Configurable<bool> fConfigTruthPbPbMIDYHE{"cfgTruthPbPbmidyHE", false, "If true, fill QA histograms with dielectron pairs in helicity frame"};
Configurable<bool> fConfigTruthPbPbMIDYCS{"cfgTruthPbPbmidyCS", false, "If true, fill QA histograms with dielectron pairs in collion-soper frame"};
Configurable<std::string> fConfigAddSEPHistogram{"cfgAddSEPHistogram", "", "Comma separated list of histograms"};
Expand Down Expand Up @@ -1204,14 +1206,14 @@ struct AnalysisSameEventPairing {
std::vector<AnalysisCut*> fMCGenAccCuts;
bool fUseMCGenAccCut = false;

uint32_t fTrackFilterMask; // mask for the track cuts required in this task to be applied on the barrel cuts produced upstream
uint32_t fMuonFilterMask; // mask for the muon cuts required in this task to be applied on the muon cuts produced upstream
int fNCutsBarrel;
int fNCutsMuon;
int fNPairCuts;
uint32_t fTrackFilterMask = 0; // mask for the track cuts required in this task to be applied on the barrel cuts produced upstream
uint32_t fMuonFilterMask = 0; // mask for the muon cuts required in this task to be applied on the muon cuts produced upstream
int fNCutsBarrel = 0;
int fNCutsMuon = 0;
int fNPairCuts = 0;
bool fHasTwoProngGenMCsignals = false;

bool fEnableBarrelHistos;
bool fEnableBarrelHistos = false;
// bool fEnableMuonHistos;

Preslice<soa::Join<aod::TrackAssoc, aod::BarrelTrackCuts, aod::Prefilter>> trackAssocsPerCollision = aod::track_association::collisionId;
Expand Down Expand Up @@ -1506,14 +1508,20 @@ struct AnalysisSameEventPairing {
if (fConfigOptions.fConfigMCtruthQA.value) {
histNames += Form("MCTruthGenPairSel_%s;", sig->GetName()); // after event selection
}
if (fConfigOptions.fConfigPseudoQA.value) {
histNames += Form("MCTruthGenPseudoPolPairSel_%s;", sig->GetName());
if (fConfigOptions.fConfigPseudoHEQA.value) {
histNames += Form("MCTruthGenPseudoPolPairHESel_%s;", sig->GetName());
}
if (fConfigOptions.fConfigPseudoCSQA.value) {
histNames += Form("MCTruthGenPseudoPolPairCSSel_%s;", sig->GetName());
}
if (fConfigOptions.fConfigPseudoRMQA.value) {
histNames += Form("MCTruthGenPseudoPolPairRMSel_%s;", sig->GetName());
}
if (fConfigOptions.fConfigTruthPbPbMIDYHE.value) {
histNames += Form("MCTruthGenPseudoPolPairSel_%s;", sig->GetName());
histNames += Form("MCTruthGenPoldielectronPbPbPairHESel_%s;", sig->GetName());
}
if (fConfigOptions.fConfigTruthPbPbMIDYCS.value) {
histNames += Form("MCTruthGenPseudoPolPairSel_%s;", sig->GetName());
histNames += Form("MCTruthGenPoldielectronPbPbPairCSSel_%s;", sig->GetName());
}
fHasTwoProngGenMCsignals = true;
}
Expand All @@ -1523,14 +1531,20 @@ struct AnalysisSameEventPairing {
if (fConfigOptions.fConfigMCtruthQA.value) {
histNames += Form("MCTruthGenPairSel_%s_%s;", sig->GetName(), cut->GetName()); // after event selection and MCgenAcc cut
}
if (fConfigOptions.fConfigPseudoQA.value) {
histNames += Form("MCTruthGenPseudoPolPairSel_%s_%s;", sig->GetName(), cut->GetName());
if (fConfigOptions.fConfigPseudoHEQA.value) {
histNames += Form("MCTruthGenPseudoPolPairHESel_%s_%s;", sig->GetName(), cut->GetName());
}
if (fConfigOptions.fConfigPseudoCSQA.value) {
histNames += Form("MCTruthGenPseudoPolPairCSSel_%s_%s;", sig->GetName(), cut->GetName());
}
if (fConfigOptions.fConfigPseudoRMQA.value) {
histNames += Form("MCTruthGenPseudoPolPairRMSel_%s_%s;", sig->GetName(), cut->GetName());
}
if (fConfigOptions.fConfigTruthPbPbMIDYHE.value) {
histNames += Form("MCTruthGenPoldielectronPbPbPairHESel_%s_%s;", sig->GetName(), cut->GetName());
}
if (fConfigOptions.fConfigTruthPbPbMIDYCS.value) {
histNames += Form("MCTruthGenPseudoPolPairCSSel_%s_%s;", sig->GetName(), cut->GetName());
histNames += Form("MCTruthGenPoldielectronPbPbPairCSSel_%s_%s;", sig->GetName(), cut->GetName());
}
}
}
Expand Down Expand Up @@ -2189,8 +2203,14 @@ struct AnalysisSameEventPairing {
if (fConfigOptions.fConfigMCtruthQA.value) {
fHistMan->FillHistClass(Form("MCTruthGenPairSel_%s", sig->GetName()), VarManager::fgValues);
}
if (fConfigOptions.fConfigPseudoQA.value) {
fHistMan->FillHistClass(Form("MCTruthGenPseudoPolPairSel_%s", sig->GetName()), VarManager::fgValues);
if (fConfigOptions.fConfigPseudoHEQA.value) {
fHistMan->FillHistClass(Form("MCTruthGenPseudoPolPairHESel_%s", sig->GetName()), VarManager::fgValues);
}
if (fConfigOptions.fConfigPseudoCSQA.value) {
fHistMan->FillHistClass(Form("MCTruthGenPseudoPolPairCSSel_%s", sig->GetName()), VarManager::fgValues);
}
if (fConfigOptions.fConfigPseudoRMQA.value) {
fHistMan->FillHistClass(Form("MCTruthGenPseudoPolPairRMSel_%s", sig->GetName()), VarManager::fgValues);
}
if (fConfigOptions.fConfigTruthPbPbMIDYHE.value) {
fHistMan->FillHistClass(Form("MCTruthGenPoldielectronPbPbPairHESel_%s", sig->GetName()), VarManager::fgValues);
Expand All @@ -2205,8 +2225,14 @@ struct AnalysisSameEventPairing {
if (fConfigOptions.fConfigMCtruthQA.value) {
fHistMan->FillHistClass(Form("MCTruthGenPairSel_%s_%s", sig->GetName(), cut->GetName()), VarManager::fgValues);
}
if (fConfigOptions.fConfigPseudoQA.value) {
fHistMan->FillHistClass(Form("MCTruthGenPseudoPolPairSel_%s_%s", sig->GetName(), cut->GetName()), VarManager::fgValues);
if (fConfigOptions.fConfigPseudoHEQA.value) {
fHistMan->FillHistClass(Form("MCTruthGenPseudoPolPairHESel_%s_%s", sig->GetName(), cut->GetName()), VarManager::fgValues);
}
if (fConfigOptions.fConfigPseudoCSQA.value) {
fHistMan->FillHistClass(Form("MCTruthGenPseudoPolPairCSSel_%s_%s", sig->GetName(), cut->GetName()), VarManager::fgValues);
}
if (fConfigOptions.fConfigPseudoRMQA.value) {
fHistMan->FillHistClass(Form("MCTruthGenPseudoPolPairRMSel_%s_%s", sig->GetName(), cut->GetName()), VarManager::fgValues);
}

if (fConfigOptions.fConfigTruthPbPbMIDYHE.value) {
Expand Down Expand Up @@ -2311,13 +2337,13 @@ struct AnalysisDileptonTrack {
Configurable<std::string> fConfigMCGenSignalHadronJSON{"cfgMCGenSignalHadronJSON", "", "generator level hadron signal (JSON format), used for MC level combinatorics"};
} fConfigMCOptions;

int fCurrentRun; // needed to detect if the run changed and trigger update of calibrations etc.
int fNCuts;
int fNLegCuts;
int fNPairCuts;
int fNCommonTrackCuts;
int fCurrentRun = 0; // needed to detect if the run changed and trigger update of calibrations etc.
int fNCuts = 0;
int fNLegCuts = 0;
int fNPairCuts = 0;
int fNCommonTrackCuts = 0;
std::map<int, int> fCommonTrackCutMap;
uint32_t fTrackCutBitMap; // track cut bit mask to be used in the selection of tracks associated with dileptons
uint32_t fTrackCutBitMap = 0; // track cut bit mask to be used in the selection of tracks associated with dileptons
// vector for single-lepton and track cut names for easy access when calling FillHistogramList()
std::vector<TString> fTrackCutNames;
std::vector<TString> fLegCutNames;
Expand All @@ -2334,14 +2360,14 @@ struct AnalysisDileptonTrack {
// Filter filterMuon = aod::dqanalysisflags::isMuonSelected > static_cast<uint32_t>(0);

// use two values array to avoid mixing up the quantities
float* fValuesDilepton;
float* fValuesHadron;
HistogramManager* fHistMan;
float* fValuesDilepton = nullptr;
float* fValuesHadron = nullptr;
HistogramManager* fHistMan = nullptr;

std::vector<MCSignal*> fRecMCSignals;
std::vector<MCSignal*> fGenMCSignals;
MCSignal* fDileptonLegSignal;
MCSignal* fHadronSignal;
MCSignal* fDileptonLegSignal = nullptr;
MCSignal* fHadronSignal = nullptr;

void init(o2::framework::InitContext& context)
{
Expand All @@ -2353,7 +2379,7 @@ struct AnalysisDileptonTrack {
bool isDummy = context.mOptions.get<bool>("processDummy");

if (isDummy) {
if (isBarrel || isMCGen /*|| isBarrelAsymmetric*/ /*|| isMuon*/) {
if (isBarrel || isMCGen) {
LOG(fatal) << "Dummy function is enabled even if there are normal process functions running! Fix your config!" << endl;
} else {
LOG(info) << "Dummy function is enabled. Skipping the rest of the init function" << endl;
Expand Down Expand Up @@ -2576,13 +2602,13 @@ struct AnalysisDileptonTrack {
fNLegCuts = fNCuts;

// loop over single lepton cuts
if (isBarrel /*|| isBarrelAsymmetric*/ /* || isMuon*/) {
if (isBarrel) {
for (int icut = 0; icut < fNLegCuts; ++icut) {

TString pairLegCutName;

// here we check that this cut is one of those used for building the dileptons
if (isBarrel /*|| isMuon*/) {
if (isBarrel) {
if (!cfgPairing_objArrayTrackCuts->FindObject(fTrackCutNames[icut].Data())) {
continue;
}
Expand Down Expand Up @@ -3215,8 +3241,14 @@ void DefineHistograms(HistogramManager* histMan, TString histClasses, const char
if (classStr.Contains("MCTruthGenPair")) {
dqhistograms::DefineHistograms(histMan, objArray->At(iclass)->GetName(), "mctruth_pair", histName);
}
if (classStr.Contains("MCTruthGenPseudoPolPair")) {
dqhistograms::DefineHistograms(histMan, objArray->At(iclass)->GetName(), "polarization-pseudoproper-gen", histName);
if (classStr.Contains("MCTruthGenPseudoPolPairHE")) {
dqhistograms::DefineHistograms(histMan, objArray->At(iclass)->GetName(), "polarization-pseudoproper-midy-he-gen", histName);
}
if (classStr.Contains("MCTruthGenPseudoPolPairCS")) {
dqhistograms::DefineHistograms(histMan, objArray->At(iclass)->GetName(), "polarization-pseudoproper-midy-cs-gen", histName);
}
if (classStr.Contains("MCTruthGenPseudoPolPairRM")) {
dqhistograms::DefineHistograms(histMan, objArray->At(iclass)->GetName(), "polarization-pseudoproper-midy-rand-gen", histName);
}
if (classStr.Contains("MCTruthGenPoldielectronPbPbPairHE")) {
dqhistograms::DefineHistograms(histMan, objArray->At(iclass)->GetName(), "polarization-dielectron-pbpb-midy-he-gen", histName);
Expand Down
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