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[PWGLF] Inclusion of conditions to evaluate systematic uncertainties #15957

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[PWGLF] Inclusion of conditions to evaluate systematic uncertainties #15957

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138 changes: 122 additions & 16 deletions PWGLF/Tasks/GlobalEventProperties/studyPnch.cxx
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@vkucera vkucera Apr 25, 2026

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@lucasjsilva You are supposed to test your changes with the latest O2Physics and know how to rebase. The fact that your PR does not compile and reverts fixes of includes indicates that was not the case.

Original file line number Diff line number Diff line change
Expand Up @@ -15,30 +15,34 @@
/// \author Abhi Modak ([email protected]), Lucas José ([email protected])
/// \since September 10, 2025

#include "PWGLF/DataModel/LFStrangenessTables.h"
#include "PWGMM/Mult/DataModel/Index.h"
#include "PWGMM/Mult/DataModel/bestCollisionTable.h"

#include "Common/CCDB/EventSelectionParams.h"
#include "Common/Core/TrackSelection.h"
#include "Common/Core/trackUtilities.h"
#include "Common/DataModel/Centrality.h"
#include "Common/DataModel/EventSelection.h"
#include "Common/DataModel/McCollisionExtra.h"
#include "Common/DataModel/Multiplicity.h"
#include "Common/DataModel/TrackSelectionTables.h"

#include <CommonConstants/MathConstants.h>
#include <Framework/AnalysisDataModel.h>
#include <Framework/AnalysisHelpers.h>
#include <Framework/AnalysisTask.h>
#include <Framework/Configurable.h>
#include <Framework/DataTypes.h>
#include <Framework/HistogramRegistry.h>
#include <Framework/HistogramSpec.h>
#include <Framework/InitContext.h>
#include <Framework/O2DatabasePDGPlugin.h>
#include <Framework/OutputObjHeader.h>
#include <Framework/runDataProcessing.h>

#include <TH1.h>
#include "CCDB/BasicCCDBManager.h"
#include "CommonConstants/MathConstants.h"
#include "Framework/ASoAHelpers.h"
#include "Framework/AnalysisDataModel.h"
#include "Framework/AnalysisTask.h"
#include "Framework/Configurable.h"
#include "Framework/O2DatabasePDGPlugin.h"
#include "Framework/runDataProcessing.h"
#include "ReconstructionDataFormats/GlobalTrackID.h"
#include "ReconstructionDataFormats/Track.h"

#include <TPDGCode.h>

#include <cmath>
#include <cstdint>
#include <cstdlib>
#include <unordered_map>
#include <vector>

using namespace o2;
Expand Down Expand Up @@ -74,6 +78,7 @@ AxisSpec axisEta{40, -2, 2, "#eta", "EtaAxis"};
AxisSpec axisPhi{629, 0, o2::constants::math::TwoPI, "#phi"};
AxisSpec axisCollSel{5, 0.5, 5.5, "#Event", "CollSelAxis"};
auto static constexpr kMinCharge = 3.f;
auto static constexpr kMinPtCut = 0.1f;

struct StudyPnch {

Expand Down Expand Up @@ -105,6 +110,12 @@ struct StudyPnch {
Configurable<bool> isApplyTVX{"isApplyTVX", false, "Enable TVX trigger sel"};
Configurable<bool> isApplyCheckID{"isApplyCheckID", true, "Select Tracks evaluating Collision ID"};
Configurable<bool> isApplyDuplicatedTrack{"isApplyDuplicatedTrack", true, "Select tracks that are not duplicated"};
Configurable<bool> isApplyPhiSelection{"isApplyPhiSelection", false, "Select tracks in specific phi range"};
Configurable<float> minPhi{"minPhi", 0.f, "Minimum phi value for track selection"};
Configurable<float> maxPhi{"maxPhi", 6.283185f, "Maximum phi value for track selection"};
Configurable<bool> ispTincrease{"ispTincrease", false, "Varies low pT particles by a conservative amount of +100%"};
Configurable<bool> ispTdecrease{"ispTdecrease", false, "Varies low pT particles by a conservative amount of -50%"};
Configurable<bool> isApplyStrangenessSysUncert{"isApplyStrangenessSysUncert", false, "Enable the evalution of systematics due to strange particle contribution"};

void init(InitContext const&)
{
Expand Down Expand Up @@ -163,6 +174,16 @@ struct StudyPnch {
histos.add("hResponseMatrix", "hResponseMatrix", kTH2F, {axisMult, axisMult}, true);
histos.add("hCountNTracks", "hCountNTracks", kTH1F, {axisCountNumberTracks}, true);
}
if (ispTincrease || ispTdecrease) {
histos.add("hMultiplicityMCgenPtCut", "hMultiplicityMCgenPtCut", kTH1F, {axisMult}, true);
histos.add("hResponseMatrixPtCut", "hResponseMatrixPtCut", kTH2F, {axisMult, axisMult}, true);
}
if (isApplyStrangenessSysUncert) {
histos.add("hMultiplicityMCStangeDecay", "hMultiplicityMCStangeDecay", kTH1F, {axisMult}, true);
histos.add("hMultiplicityMCSubtractionSDecay", "hMultiplicityMCSubtractionSDecay", kTH1F, {axisMult}, true);
histos.add("hResponseMatrixStrangeDecay", "hResponseMatrixStrangeDecay", kTH2F, {axisMult, axisMult}, true);
histos.add("hResponseMatrixSubtractionSDecay", "hResponseMatrixSubtractionSDecay", kTH2F, {axisMult, axisMult}, true);
}
if (doprocessEvtLossSigLossMC) {
histos.add("MCEventHist", "MCEventHist", kTH1F, {axisEvent}, false);
auto hstat = histos.get<TH1>(HIST("MCEventHist"));
Expand Down Expand Up @@ -251,6 +272,9 @@ struct StudyPnch {
if (!isTrackSelected(track)) {
continue;
}
if (isApplyPhiSelection && (track.phi() < minPhi || track.phi() > maxPhi)) {
continue;
}
histos.fill(HIST("hdcaxy"), track.dcaXY());
histos.fill(HIST("hdcaz"), track.dcaZ());
histos.fill(HIST("EtaHist"), track.eta());
Expand All @@ -272,6 +296,9 @@ struct StudyPnch {
if (track.mcCollisionId() != McCol.mcCollisionId()) {
continue;
}
if (isApplyPhiSelection && (track.phi() < minPhi || track.phi() > maxPhi)) {
continue;
}
histos.fill(HIST("EtaGenHist"), track.eta());
histos.fill(HIST("PhiGenHist"), track.phi());
histos.fill(HIST("PhiVsEtaGenHist"), track.phi(), track.eta());
Expand All @@ -298,6 +325,9 @@ struct StudyPnch {
continue;
}
mcRecIDs.push_back(particle.globalIndex());
if (isApplyPhiSelection && (track.phi() < minPhi || track.phi() > maxPhi)) {
continue;
}
nTrk++;
}
histos.fill(HIST("hdcaxy"), track.dcaXY());
Expand All @@ -309,6 +339,65 @@ struct StudyPnch {
return nTrk;
}

template <typename countTrk, typename McColType>
int countStrangeTracksMcCol(countTrk const& tracks, McColType const& McCol)
{
auto nTrk_strange = 0;
std::vector<int> mcRecIDs;
for (const auto& track : tracks) {
if (!isTrackSelected(track)) {
continue;
}
if (track.has_mcParticle()) {
auto particle = track.mcParticle();
if (isApplyCheckID && particle.mcCollisionId() != McCol.mcCollisionId()) {
continue;
}
if (isApplyDuplicatedTrack && find(mcRecIDs.begin(), mcRecIDs.end(), particle.globalIndex()) != mcRecIDs.end()) {
continue;
}
mcRecIDs.push_back(particle.globalIndex());
if (particle.has_mothers()) {
auto mcMother = particle.template mothers_as<aod::McParticles>().front();
if (mcMother.pdgCode() == PDG_t::kK0Short || std::abs(mcMother.pdgCode() == PDG_t::kLambda0)) {
nTrk_strange++;
}
}
}
}
return nTrk_strange;
}

template <typename countTrk, typename McColType>
int countTracksPtCut(countTrk const& tracks, McColType const& McCol)
{
auto nTrk_lowpT = 0;
auto nTrk_highpT = 0;
auto nTrk = 0;
for (const auto& track : tracks) {
if (!isGenTrackSelected(track)) {
continue;
}
if (track.mcCollisionId() != McCol.mcCollisionId()) {
continue;
}
// Evaluate low pT extrapolation
if (track.pt() < kMinPtCut) {
// nTrk_lowpT++;
if (ispTincrease) {
nTrk_lowpT += 2 - 10 * track.pt();
}
if (ispTdecrease) {
nTrk_lowpT += 0.5 + 5 * track.pt();
}
} else {
nTrk_highpT++;
}
}
nTrk = nTrk_lowpT + nTrk_highpT;
return nTrk;
}

Filter fTrackSelectionITS = ncheckbit(aod::track::v001::detectorMap, (uint8_t)o2::aod::track::ITS) &&
ncheckbit(aod::track::trackCutFlag, TrackSelectionIts);
Filter fTrackSelectionTPC = ifnode(ncheckbit(aod::track::v001::detectorMap, (uint8_t)o2::aod::track::TPC),
Expand Down Expand Up @@ -366,6 +455,23 @@ struct StudyPnch {
histos.fill(HIST("hMultiplicityMCgen"), multgen);
histos.fill(HIST("hResponseMatrix"), multrec, multgen);
}
if (ispTincrease || ispTdecrease) {
auto nTrkPtCut = countTracksPtCut(GenParticles, RecCol);
if (nTrkPtCut > 0) {
histos.fill(HIST("hMultiplicityMCgenPtCut"), nTrkPtCut);
histos.fill(HIST("hResponseMatrixPtCut"), multrec, nTrkPtCut);
}
}
if (isApplyStrangenessSysUncert) {
auto nTrk_strange = countStrangeTracksMcCol(recTracksPart, RecCol);
auto nSubtract_strange = multrec - nTrk_strange;
if (multrec > 0) {
histos.fill(HIST("hMultiplicityMCStangeDecay"), nTrk_strange);
histos.fill(HIST("hMultiplicityMCSubtractionSDecay"), nSubtract_strange);
histos.fill(HIST("hResponseMatrixStrangeDecay"), nTrk_strange, multgen);
histos.fill(HIST("hResponseMatrixSubtractionSDecay"), nSubtract_strange, multgen);
}
}
}
}

Expand Down
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