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Merged
nzardosh merged 3 commits into from
Oct 10, 2025
Merged

[PWGJE] Track efficiency in jet finder #13335

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70f1114
[PWGJE] jetFinder: make track efficiency option pt dependent
aimeric-landou Jun 20, 2025
aada780
apply reviewer comments, switch order of trackEFf values and binning …
aimeric-landou Oct 10, 2025
1edecc1
clang fixes
aimeric-landou Oct 10, 2025
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28 changes: 18 additions & 10 deletions PWGJE/Core/JetFindingUtilities.h
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@@ -1,4 +1,4 @@
// Copyright 2019-2020 CERN and copyright holders of ALICE O2.

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[name/file-cpp] 

Use lowerCamelCase or UpperCamelCase for names of C++ files. See the O2 naming conventions for details.
// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
// All rights not expressly granted are reserved.
//
Expand Down Expand Up @@ -92,9 +92,9 @@
*/

template <typename T, typename U>
void analyseTracks(std::vector<fastjet::PseudoJet>& inputParticles, T const& tracks, int trackSelection, double trackingEfficinecy, const U* candidate = nullptr)
void analyseTracks(std::vector<fastjet::PseudoJet>& inputParticles, T const& tracks, int trackSelection, bool applyTrackingEfficiency, std::vector<double> trackingEfficiency, std::vector<double> trackingEfficiencyPtBinning, const U* candidate = nullptr)
{
for (auto& track : tracks) {

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[const-ref-in-for-loop] 

Use constant references for non-modified iterators in range-based for loops.
if (!jetderiveddatautilities::selectTrack(track, trackSelection)) {
continue;
}
Expand All @@ -103,10 +103,14 @@
continue;
}
}
if (trackingEfficinecy < 0.999) { // this code is a bit ugly but it stops us needing to do the random generation unless asked for
TRandom3 randomNumber(0);
if (randomNumber.Rndm() > trackingEfficinecy) { // Is Rndm ok to use?
continue;
if (applyTrackingEfficiency) {
auto iter = std::upper_bound(trackingEfficiencyPtBinning.begin(), trackingEfficiencyPtBinning.end(), track.pt());
if (iter != trackingEfficiencyPtBinning.begin() && iter != trackingEfficiencyPtBinning.end()) {
std::size_t index = std::distance(trackingEfficiencyPtBinning.begin(), iter) - 1;
TRandom3 randomNumber(0);
if (randomNumber.Rndm() > trackingEfficiency[index]) {
continue;
}
}
}
fastjetutilities::fillTracks(track, inputParticles, track.globalIndex());
Expand All @@ -123,21 +127,25 @@
*/

template <typename T, typename U>
void analyseTracksMultipleCandidates(std::vector<fastjet::PseudoJet>& inputParticles, T const& tracks, int trackSelection, double trackingEfficinecy, U const& candidates)
void analyseTracksMultipleCandidates(std::vector<fastjet::PseudoJet>& inputParticles, T const& tracks, int trackSelection, bool applyTrackingEfficiency, std::vector<double> trackingEfficiency, std::vector<double> trackingEfficiencyPtBinning, U const& candidates)
{
for (auto& track : tracks) {

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[const-ref-in-for-loop] 

Use constant references for non-modified iterators in range-based for loops.
if (!jetderiveddatautilities::selectTrack(track, trackSelection)) {
continue;
}
for (auto& candidate : candidates) {

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[const-ref-in-for-loop] 

Use constant references for non-modified iterators in range-based for loops.
if (jetcandidateutilities::isDaughterTrack(track, candidate, tracks)) {
continue;
}
}
if (trackingEfficinecy < 0.999) { // this code is a bit ugly but it stops us needing to do the random generation unless asked for
TRandom3 randomNumber(0);
if (randomNumber.Rndm() > trackingEfficinecy) { // Is Rndm ok to use?
continue;
if (applyTrackingEfficiency) {
auto iter = std::upper_bound(trackingEfficiencyPtBinning.begin(), trackingEfficiencyPtBinning.end(), track.pt());
if (iter != trackingEfficiencyPtBinning.begin() && iter != trackingEfficiencyPtBinning.end()) {
std::size_t index = std::distance(trackingEfficiencyPtBinning.begin(), iter) - 1;
TRandom3 randomNumber(0);
if (randomNumber.Rndm() > trackingEfficiency[index]) {
continue;
}
}
}
fastjetutilities::fillTracks(track, inputParticles, track.globalIndex());
Expand All @@ -153,7 +161,7 @@
template <typename T>
void analyseClusters(std::vector<fastjet::PseudoJet>& inputParticles, T const& clusters, int hadronicCorrectionType = 0)
{
for (auto& cluster : *clusters) {

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[const-ref-in-for-loop] 

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// add cluster selections
fastjetutilities::fillClusters(cluster, inputParticles, cluster.globalIndex(), hadronicCorrectionType);
}
Expand Down Expand Up @@ -276,12 +284,12 @@
auto jetRValues = static_cast<std::vector<double>>(jetRadius);
jetFinder.jetPtMin = jetPtMin;
jetFinder.jetPtMax = jetPtMax;
for (auto R : jetRValues) {

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[const-ref-in-for-loop] 

Use constant references for non-modified iterators in range-based for loops.
jetFinder.jetR = R;
std::vector<fastjet::PseudoJet> jets;
fastjet::ClusterSequenceArea clusterSeq(jetFinder.findJets(inputParticles, jets));
for (const auto& jet : jets) {
if (jet.has_area() && jet.area() < jetAreaFractionMin * M_PI * R * R) {

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[external-pi] 

Use the PI constant (and its multiples and fractions) defined in o2::constants::math.
continue;
}
if (fillThnSparse) {
Expand Down Expand Up @@ -334,7 +342,7 @@
template <bool checkIsDaughter, typename T, typename U>
void analyseParticles(std::vector<fastjet::PseudoJet>& inputParticles, std::string particleSelection, int jetTypeParticleLevel, T const& particles, o2::framework::Service<o2::framework::O2DatabasePDG> pdgDatabase, const U* candidate = nullptr)
{
for (auto& particle : particles) {

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[const-ref-in-for-loop] 

Use constant references for non-modified iterators in range-based for loops.
if (particleSelection == "PhysicalPrimary" && !particle.isPhysicalPrimary()) { // CHECK : Does this exclude the HF hadron?
continue;
} else if (particleSelection == "HepMCStatus" && particle.getHepMCStatusCode() != 1) { // do we need isPhysicalPrimary as well? Note: Might give unforseen results if the generator isnt PYTHIA
Expand All @@ -349,7 +357,7 @@
}
auto pdgParticle = pdgDatabase->GetParticle(particle.pdgCode());
auto pdgCharge = pdgParticle ? std::abs(pdgParticle->Charge()) : -1.0;
if (jetTypeParticleLevel == static_cast<int>(JetType::charged) && pdgCharge < 3.0) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
continue;
}
if (jetTypeParticleLevel == static_cast<int>(JetType::neutral) && pdgCharge != 0.0) {
Expand Down Expand Up @@ -388,7 +396,7 @@
template <typename T>
bool isInEtaAcceptance(T const& jet, float jetEtaMin, float jetEtaMax, float etaMin = -0.9, float etaMax = 0.9)
{
if (jetEtaMin < -98.0) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
return (jet.eta() >= etaMin + (jet.r() / 100.0) && jet.eta() <= etaMax - (jet.r() / 100.0));
} else {
return (jet.eta() >= jetEtaMin && jet.eta() <= jetEtaMax);
Expand Down
20 changes: 16 additions & 4 deletions PWGJE/JetFinders/jetFinder.cxx
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Expand Up @@ -30,6 +30,7 @@
#include <Framework/HistogramRegistry.h>
#include <Framework/HistogramSpec.h>
#include <Framework/InitContext.h>
#include <Framework/Logger.h>
#include <Framework/O2DatabasePDGPlugin.h>
#include <Framework/runDataProcessing.h> // IWYU pragma: export

Expand Down Expand Up @@ -72,7 +73,9 @@ struct JetFinderTask {
Configurable<float> trackEtaMax{"trackEtaMax", 0.9, "maximum track eta"};
Configurable<float> trackPhiMin{"trackPhiMin", -999, "minimum track phi"};
Configurable<float> trackPhiMax{"trackPhiMax", 999, "maximum track phi"};
Configurable<double> trackingEfficiency{"trackingEfficiency", 1.0, "tracking efficiency applied to jet finding"};
Configurable<bool> applyTrackingEfficiency{"applyTrackingEfficiency", {false}, "configurable to decide whether to apply artificial tracking efficiency (discarding tracks) in jet finding"};
Configurable<std::vector<double>> trackingEfficiencyPtBinning{"trackingEfficiencyPtBinning", {0., 10, 999.}, "pt binning of tracking efficiency array if applyTrackingEfficiency is true"};
Configurable<std::vector<double>> trackingEfficiency{"trackingEfficiency", {1.0, 1.0}, "tracking efficiency array applied to jet finding if applyTrackingEfficiency is true"};
Configurable<std::string> trackSelections{"trackSelections", "globalTracks", "set track selections"};
Configurable<std::string> particleSelections{"particleSelections", "PhysicalPrimary", "set particle selections"};

Expand Down Expand Up @@ -161,6 +164,15 @@ struct JetFinderTask {
registry.add("hJetEWS", "sparse for data or mcd event-wise subtracted jets", {HistType::kTHnD, {{jetRadiiBins, ""}, {jetPtBinNumber, jetPtMinDouble, jetPtMaxDouble}, {40, -1.0, 1.0}, {18, 0.0, 7.0}}});
registry.add("hJetMCP", "sparse for mcp jets", {HistType::kTHnD, {{jetRadiiBins, ""}, {jetPtBinNumber, jetPtMinDouble, jetPtMaxDouble}, {40, -1.0, 1.0}, {18, 0.0, 7.0}}});
}

if (applyTrackingEfficiency) {
if (trackingEfficiencyPtBinning->size() < 2) {
LOGP(fatal, "jetFinder workflow: trackingEfficiencyPtBinning configurable should have at least two bin edges");
}
if (trackingEfficiency->size() + 1 != trackingEfficiencyPtBinning->size()) {
LOGP(fatal, "jetFinder workflow: trackingEfficiency configurable should have exactly one less entry than the number of bin edges set in trackingEfficiencyPtBinning configurable");
}
}
}

aod::EMCALClusterDefinition clusterDefinition = aod::emcalcluster::getClusterDefinitionFromString(clusterDefinitionS.value);
Expand All @@ -177,7 +189,7 @@ struct JetFinderTask {
return;
}
inputParticles.clear();
jetfindingutilities::analyseTracks<soa::Filtered<aod::JetTracks>, soa::Filtered<aod::JetTracks>::iterator>(inputParticles, tracks, trackSelection, trackingEfficiency);
jetfindingutilities::analyseTracks<soa::Filtered<aod::JetTracks>, soa::Filtered<aod::JetTracks>::iterator>(inputParticles, tracks, trackSelection, applyTrackingEfficiency, trackingEfficiency, trackingEfficiencyPtBinning);
jetfindingutilities::findJets(jetFinder, inputParticles, jetPtMin, jetPtMax, jetRadius, jetAreaFractionMin, collision, jetsTable, constituentsTable, fillTHnSparse ? registry.get<THn>(HIST("hJet")) : std::shared_ptr<THn>(nullptr), fillTHnSparse);
}

Expand All @@ -190,7 +202,7 @@ struct JetFinderTask {
return;
}
inputParticles.clear();
jetfindingutilities::analyseTracks<soa::Filtered<aod::JetTracksSub>, soa::Filtered<aod::JetTracksSub>::iterator>(inputParticles, tracks, trackSelection, trackingEfficiency);
jetfindingutilities::analyseTracks<soa::Filtered<aod::JetTracksSub>, soa::Filtered<aod::JetTracksSub>::iterator>(inputParticles, tracks, trackSelection, applyTrackingEfficiency, trackingEfficiency, trackingEfficiencyPtBinning);
jetfindingutilities::findJets(jetFinder, inputParticles, jetEWSPtMin, jetEWSPtMax, jetRadius, jetAreaFractionMin, collision, jetsEvtWiseSubTable, constituentsEvtWiseSubTable, fillTHnSparse ? registry.get<THn>(HIST("hJetEWS")) : std::shared_ptr<THn>(nullptr), fillTHnSparse);
}

Expand All @@ -216,7 +228,7 @@ struct JetFinderTask {
return;
}
inputParticles.clear();
jetfindingutilities::analyseTracks<soa::Filtered<aod::JetTracks>, soa::Filtered<aod::JetTracks>::iterator>(inputParticles, tracks, trackSelection, trackingEfficiency);
jetfindingutilities::analyseTracks<soa::Filtered<aod::JetTracks>, soa::Filtered<aod::JetTracks>::iterator>(inputParticles, tracks, trackSelection, applyTrackingEfficiency, trackingEfficiency, trackingEfficiencyPtBinning);
jetfindingutilities::analyseClusters(inputParticles, &clusters, hadronicCorrectionType);
jetfindingutilities::findJets(jetFinder, inputParticles, jetPtMin, jetPtMax, jetRadius, jetAreaFractionMin, collision, jetsTable, constituentsTable, fillTHnSparse ? registry.get<THn>(HIST("hJet")) : std::shared_ptr<THn>(nullptr), fillTHnSparse);
}
Expand Down
18 changes: 15 additions & 3 deletions PWGJE/JetFinders/jetFinderHF.cxx
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Expand Up @@ -29,6 +29,7 @@
#include <Framework/HistogramRegistry.h>
#include <Framework/HistogramSpec.h>
#include <Framework/InitContext.h>
#include <Framework/Logger.h>
#include <Framework/O2DatabasePDGPlugin.h>
#include <Framework/runDataProcessing.h> // IWYU pragma: export

Expand Down Expand Up @@ -70,7 +71,9 @@ struct JetFinderHFTask {
Configurable<float> trackEtaMax{"trackEtaMax", 0.9, "maximum track eta"};
Configurable<float> trackPhiMin{"trackPhiMin", -999, "minimum track phi"};
Configurable<float> trackPhiMax{"trackPhiMax", 999, "maximum track phi"};
Configurable<double> trackingEfficiency{"trackingEfficiency", 1.0, "tracking efficiency applied to jet finding"};
Configurable<bool> applyTrackingEfficiency{"applyTrackingEfficiency", {false}, "configurable to decide whether to apply artificial tracking efficiency (discarding tracks) in jet finding"};
Configurable<std::vector<double>> trackingEfficiencyPtBinning{"trackingEfficiencyPtBinning", {0., 10, 999.}, "pt binning of tracking efficiency array if applyTrackingEfficiency is true"};
Configurable<std::vector<double>> trackingEfficiency{"trackingEfficiency", {1.0, 1.0}, "tracking efficiency array applied to jet finding if applyTrackingEfficiency is true"};
Configurable<std::string> trackSelections{"trackSelections", "globalTracks", "set track selections"};
Configurable<std::string> particleSelections{"particleSelections", "PhysicalPrimary", "set particle selections"};

Expand Down Expand Up @@ -165,6 +168,15 @@ struct JetFinderHFTask {

registry.add("hJet", "sparse for data or mcd jets", {HistType::kTHnD, {{jetRadiiBins, ""}, {jetPtBinNumber, jetPtMinDouble, jetPtMaxDouble}, {40, -1.0, 1.0}, {18, 0.0, 7.0}}});
registry.add("hJetMCP", "sparse for mcp jets", {HistType::kTHnD, {{jetRadiiBins, ""}, {jetPtBinNumber, jetPtMinDouble, jetPtMaxDouble}, {40, -1.0, 1.0}, {18, 0.0, 7.0}}});

if (applyTrackingEfficiency) {
if (trackingEfficiencyPtBinning->size() < 2) {
LOGP(fatal, "jetFinderHF workflow: trackingEfficiencyPtBinning configurable should have at least two bin edges");
}
if (trackingEfficiency->size() + 1 != trackingEfficiencyPtBinning->size()) {
LOGP(fatal, "jetFinderHF workflow: trackingEfficiency configurable should have exactly one less entry than the number of bin edges set in trackingEfficiencyPtBinning configurable");
}
}
}

aod::EMCALClusterDefinition clusterDefinition = aod::emcalcluster::getClusterDefinitionFromString(clusterDefinitionS.value);
Expand Down Expand Up @@ -215,9 +227,9 @@ struct JetFinderHFTask {
}
}
if constexpr (isEvtWiseSub) {
jetfindingutilities::analyseTracks<U, typename U::iterator>(inputParticles, tracks, trackSelection, trackingEfficiency);
jetfindingutilities::analyseTracks<U, typename U::iterator>(inputParticles, tracks, trackSelection, applyTrackingEfficiency, trackingEfficiency, trackingEfficiencyPtBinning);
} else {
jetfindingutilities::analyseTracks(inputParticles, tracks, trackSelection, trackingEfficiency, &candidate);
jetfindingutilities::analyseTracks(inputParticles, tracks, trackSelection, applyTrackingEfficiency, trackingEfficiency, trackingEfficiencyPtBinning, &candidate);
}
jetfindingutilities::findJets(jetFinder, inputParticles, minJetPt, maxJetPt, jetRadius, jetAreaFractionMin, collision, jetsTableInput, constituentsTableInput, registry.get<THn>(HIST("hJet")), fillTHnSparse, true);
}
Expand Down
16 changes: 14 additions & 2 deletions PWGJE/JetFinders/jetFinderV0.cxx
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Expand Up @@ -25,6 +25,7 @@
#include <Framework/HistogramRegistry.h>
#include <Framework/HistogramSpec.h>
#include <Framework/InitContext.h>
#include <Framework/Logger.h>
#include <Framework/O2DatabasePDGPlugin.h>
#include <Framework/runDataProcessing.h> // IWYU pragma: export

Expand Down Expand Up @@ -65,7 +66,9 @@ struct JetFinderV0Task {
Configurable<float> trackEtaMax{"trackEtaMax", 0.9, "maximum track eta"};
Configurable<float> trackPhiMin{"trackPhiMin", -999, "minimum track phi"};
Configurable<float> trackPhiMax{"trackPhiMax", 999, "maximum track phi"};
Configurable<double> trackingEfficiency{"trackingEfficiency", 1.0, "tracking efficiency applied to jet finding"};
Configurable<bool> applyTrackingEfficiency{"applyTrackingEfficiency", {false}, "configurable to decide whether to apply artificial tracking efficiency (discarding tracks) in jet finding"};
Configurable<std::vector<double>> trackingEfficiencyPtBinning{"trackingEfficiencyPtBinning", {0., 10, 999.}, "pt binning of tracking efficiency array if applyTrackingEfficiency is true"};
Configurable<std::vector<double>> trackingEfficiency{"trackingEfficiency", {1.0, 1.0}, "tracking efficiency array applied to jet finding if applyTrackingEfficiency is true"};
Configurable<std::string> trackSelections{"trackSelections", "globalTracks", "set track selections"};
Configurable<std::string> particleSelections{"particleSelections", "PhysicalPrimary", "set particle selections"};

Expand Down Expand Up @@ -156,6 +159,15 @@ struct JetFinderV0Task {

registry.add("hJet", "sparse for data or mcd jets", {HistType::kTHnD, {{jetRadiiBins, ""}, {jetPtBinNumber, jetPtMinDouble, jetPtMaxDouble}, {40, -1.0, 1.0}, {18, 0.0, 7.0}}});
registry.add("hJetMCP", "sparse for mcp jets", {HistType::kTHnD, {{jetRadiiBins, ""}, {jetPtBinNumber, jetPtMinDouble, jetPtMaxDouble}, {40, -1.0, 1.0}, {18, 0.0, 7.0}}});

if (applyTrackingEfficiency) {
if (trackingEfficiencyPtBinning->size() < 2) {
LOGP(fatal, "jetFinderV0 workflow: trackingEfficiencyPtBinning configurable should have at least two bin edges");
}
if (trackingEfficiency->size() + 1 != trackingEfficiencyPtBinning->size()) {
LOGP(fatal, "jetFinderV0 workflow: trackingEfficiency configurable should have exactly one less entry than the number of bin edges set in trackingEfficiencyPtBinning configurable");
}
}
}

Filter collisionFilter = (nabs(aod::jcollision::posZ) < vertexZCut && aod::jcollision::centFT0M >= centralityMin && aod::jcollision::centFT0M < centralityMax && aod::jcollision::trackOccupancyInTimeRange <= trackOccupancyInTimeRangeMax && ((skipMBGapEvents.node() == false) || (aod::jcollision::subGeneratorId != static_cast<int>(jetderiveddatautilities::JCollisionSubGeneratorId::mbGap))));
Expand Down Expand Up @@ -184,7 +196,7 @@ struct JetFinderV0Task {
}
}
*/
jetfindingutilities::analyseTracksMultipleCandidates(inputParticles, tracks, trackSelection, trackingEfficiency, candidates);
jetfindingutilities::analyseTracksMultipleCandidates(inputParticles, tracks, trackSelection, applyTrackingEfficiency, trackingEfficiency, trackingEfficiencyPtBinning, candidates);

jetfindingutilities::findJets(jetFinder, inputParticles, minJetPt, maxJetPt, jetRadius, jetAreaFractionMin, collision, jetsTableInput, constituentsTableInput, registry.get<THn>(HIST("hJet")), fillTHnSparse, saveJetsWithCandidatesOnly);
}
Expand Down
18 changes: 15 additions & 3 deletions PWGJE/TableProducer/eventwiseConstituentSubtractor.cxx
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Expand Up @@ -26,6 +26,7 @@
#include <Framework/AnalysisHelpers.h>
#include <Framework/Configurable.h>
#include <Framework/InitContext.h>
#include <Framework/Logger.h>
#include <Framework/runDataProcessing.h>

#include <fastjet/PseudoJet.hh>
Expand Down Expand Up @@ -67,7 +68,9 @@ struct eventWiseConstituentSubtractorTask {
Configurable<float> trackEtaMax{"trackEtaMax", 0.9, "maximum track eta"};
Configurable<float> trackPhiMin{"trackPhiMin", -999, "minimum track phi"};
Configurable<float> trackPhiMax{"trackPhiMax", 999, "maximum track phi"};
Configurable<double> trackingEfficiency{"trackingEfficiency", 1.0, "tracking efficiency applied to jet finding"};
Configurable<bool> applyTrackingEfficiency{"applyTrackingEfficiency", {false}, "configurable to decide whether to apply artificial tracking efficiency (discarding tracks) in the collision analysed by this task"};
Configurable<std::vector<double>> trackingEfficiencyPtBinning{"trackingEfficiencyPtBinning", {0., 10, 999.}, "pt binning of tracking efficiency array if applyTrackingEfficiency is true"};
Configurable<std::vector<double>> trackingEfficiency{"trackingEfficiency", {1.0, 1.0}, "tracking efficiency array applied if applyTrackingEfficiency is true"};
Configurable<std::string> trackSelections{"trackSelections", "globalTracks", "set track selections"};

Configurable<std::string> particleSelections{"particleSelections", "PhysicalPrimary", "set particle selections"};
Expand Down Expand Up @@ -95,6 +98,15 @@ struct eventWiseConstituentSubtractorTask {
eventWiseConstituentSubtractor.setDoRhoMassSub(doRhoMassSub);
eventWiseConstituentSubtractor.setConstSubAlphaRMax(alpha, rMax);
eventWiseConstituentSubtractor.setMaxEtaEvent(eventEtaMax);

if (applyTrackingEfficiency) {
if (trackingEfficiencyPtBinning->size() < 2) {
LOGP(fatal, "eventWiseConstituentSubtractor workflow: trackingEfficiencyPtBinning configurable should have at least two bin edges");
}
if (trackingEfficiency->size() + 1 != trackingEfficiencyPtBinning->size()) {
LOGP(fatal, "eventWiseConstituentSubtractor workflow: trackingEfficiency configurable should have exactly one less entry than the number of bin edges set in trackingEfficiencyPtBinning configurable");
}
}
}

Filter trackCuts = (aod::jtrack::pt >= trackPtMin && aod::jtrack::pt < trackPtMax && aod::jtrack::eta > trackEtaMin && aod::jtrack::eta < trackEtaMax && aod::jtrack::phi >= trackPhiMin && aod::jtrack::phi <= trackPhiMax);
Expand All @@ -106,7 +118,7 @@ struct eventWiseConstituentSubtractorTask {
for (auto& candidate : candidates) {
inputParticles.clear();
tracksSubtracted.clear();
jetfindingutilities::analyseTracks(inputParticles, tracks, trackSelection, trackingEfficiency, &candidate);
jetfindingutilities::analyseTracks(inputParticles, tracks, trackSelection, applyTrackingEfficiency, trackingEfficiency, trackingEfficiencyPtBinning, &candidate);

tracksSubtracted = eventWiseConstituentSubtractor.JetBkgSubUtils::doEventConstSub(inputParticles, candidate.rho(), candidate.rhoM());
for (auto const& trackSubtracted : tracksSubtracted) {
Expand Down Expand Up @@ -137,7 +149,7 @@ struct eventWiseConstituentSubtractorTask {
}
inputParticles.clear();
tracksSubtracted.clear();
jetfindingutilities::analyseTracks<soa::Filtered<aod::JetTracks>, soa::Filtered<aod::JetTracks>::iterator>(inputParticles, tracks, trackSelection, trackingEfficiency);
jetfindingutilities::analyseTracks<soa::Filtered<aod::JetTracks>, soa::Filtered<aod::JetTracks>::iterator>(inputParticles, tracks, trackSelection, applyTrackingEfficiency, trackingEfficiency, trackingEfficiencyPtBinning);

tracksSubtracted = eventWiseConstituentSubtractor.JetBkgSubUtils::doEventConstSub(inputParticles, collision.rho(), collision.rhoM());

Expand Down
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