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Merged
romainschotter merged 1 commit into from
Sep 3, 2025
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[PWGLF] Please consider the following formatting changes to #12842 #54

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4 changes: 2 additions & 2 deletions PWGLF/TableProducer/Strangeness/cascademlselection.cxx
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
// Copyright 2019-2020 CERN and copyright holders of ALICE O2.

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[doc/file] 

Provide mandatory file documentation.
// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
// All rights not expressly granted are reserved.
//
Expand All @@ -8,7 +8,7 @@
// In applying this license CERN does not waive the privileges and immunities
// granted to it by virtue of its status as an Intergovernmental Organization
// or submit itself to any jurisdiction.
//

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[doc/file] 

Documentation for \author is missing, incorrect or misplaced.

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[doc/file] 

Documentation for \brief is missing, incorrect or misplaced.

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[doc/file] 

Documentation for \file is missing, incorrect or misplaced.
// *+-+*+-+*+-+*+-+*+-+*+-+*+-+*+-+*
// Lambdakzero ML selection task
// *+-+*+-+*+-+*+-+*+-+*+-+*+-+*+-+*
Expand Down Expand Up @@ -46,9 +46,9 @@
#include <TFile.h>
#include <TH2F.h>
#include <TProfile.h>
#include <TLorentzVector.h>

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[root/lorentz-vector] 

Do not use the TLorentzVector legacy class. Use std::array with RecoDecay methods or the ROOT::Math::LorentzVector template instead.
#include <TPDGCode.h>
#include <TDatabasePDG.h>

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[pdg/database] 

Do not use TDatabasePDG directly. Use o2::constants::physics::Mass... or Service<o2::framework::O2DatabasePDG> instead.
#include "Tools/ML/MlResponse.h"
#include "Tools/ML/model.h"

Expand All @@ -67,7 +67,7 @@
// For derived data analysis
using CascDerivedDatas = soa::Join<aod::CascCores, aod::CascExtras, aod::CascCollRefs>;

struct cascademlselection {

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[name/struct] 

Use UpperCamelCase for names of structs.
o2::ml::OnnxModel mlModelXiMinus;
o2::ml::OnnxModel mlModelXiPlus;
o2::ml::OnnxModel mlModelOmegaMinus;
Expand Down Expand Up @@ -162,7 +162,7 @@
}

// function to load models for ML-based classifiers
void LoadMachines(int64_t timeStampML)

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[name/function-variable] 

Use lowerCamelCase for names of functions and variables.
{
if (mlConfigurations.loadModelsFromCCDB) {
ccdbApi.init(ccdbConfigurations.ccdburl);
Expand Down Expand Up @@ -278,10 +278,10 @@
initCCDB(collision);

histos.fill(HIST("hEventVertexZ"), collision.posZ());
for (std::size_t i = 0 ; i < cascadesGrouped[collision.globalIndex()].size() ; i++) {
for (std::size_t i = 0; i < cascadesGrouped[collision.globalIndex()].size(); i++) {
auto casc = cascades.rawIteratorAt(cascadesGrouped[collision.globalIndex()][i]);
nCandidates++;
if (nCandidates % 50000 == 0) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
LOG(info) << "Candidates processed: " << nCandidates;
}
processCandidate(casc);
Expand All @@ -302,10 +302,10 @@
initCCDB(collision);

histos.fill(HIST("hEventVertexZ"), collision.posZ());
for (std::size_t i = 0 ; i < cascadesGrouped[collision.globalIndex()].size() ; i++) {
for (std::size_t i = 0; i < cascadesGrouped[collision.globalIndex()].size(); i++) {
auto casc = cascades.rawIteratorAt(cascadesGrouped[collision.globalIndex()][i]);
nCandidates++;
if (nCandidates % 50000 == 0) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
LOG(info) << "Candidates processed: " << nCandidates;
}
processCandidate(casc);
Expand Down
167 changes: 84 additions & 83 deletions PWGLF/Tasks/Strangeness/derivedlambdakzeroanalysis.cxx
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Expand Up @@ -28,45 +28,46 @@
// david.dobrigkeit.chinellato@cern.ch
//

#include <Math/Vector4D.h>
#include <cmath>
#include <array>
#include <cstdlib>
#include <string>
#include <map>
#include <algorithm>
#include <vector>

#include <TFile.h>
#include <TH2D.h>
#include <TProfile.h>
#include <TLorentzVector.h>
#include <TPDGCode.h>

#include "Framework/runDataProcessing.h"
#include "Framework/AnalysisTask.h"
#include "Framework/AnalysisDataModel.h"
#include "Framework/ASoAHelpers.h"
#include "DataFormatsParameters/GRPMagField.h"
#include "ReconstructionDataFormats/Track.h"
#include "CommonConstants/MathConstants.h"
#include "CommonConstants/PhysicsConstants.h"
#include "Common/Core/trackUtilities.h"
#include "Common/CCDB/ctpRateFetcher.h"
#include "Common/DataModel/EventSelection.h"
#include "PWGLF/DataModel/LFStrangenessTables.h"
#include "PWGLF/DataModel/LFStrangenessMLTables.h"
#include "PWGLF/DataModel/LFStrangenessPIDTables.h"
#include "PWGLF/DataModel/LFStrangenessTables.h"
#include "PWGUD/Core/SGSelector.h"

#include "Common/CCDB/ctpRateFetcher.h"
#include "Common/Core/TrackSelection.h"
#include "Common/DataModel/TrackSelectionTables.h"
#include "Common/Core/trackUtilities.h"
#include "Common/DataModel/Centrality.h"
#include "Common/DataModel/EventSelection.h"
#include "Common/DataModel/Multiplicity.h"
#include "Common/DataModel/Centrality.h"
#include "Common/DataModel/PIDResponse.h"
#include "PWGUD/Core/SGSelector.h"
#include "Common/DataModel/TrackSelectionTables.h"
#include "Tools/ML/MlResponse.h"
#include "Tools/ML/model.h"

#include "CommonConstants/MathConstants.h"
#include "CommonConstants/PhysicsConstants.h"
#include "DataFormatsParameters/GRPMagField.h"
#include "Framework/ASoAHelpers.h"
#include "Framework/AnalysisDataModel.h"
#include "Framework/AnalysisTask.h"
#include "Framework/runDataProcessing.h"
#include "ReconstructionDataFormats/Track.h"

#include <Math/Vector4D.h>
#include <TFile.h>
#include <TH2D.h>
#include <TLorentzVector.h>
#include <TPDGCode.h>
#include <TProfile.h>

#include <algorithm>
#include <array>
#include <cmath>
#include <cstdlib>
#include <map>
#include <string>
#include <vector>

using namespace o2;
using namespace o2::framework;
using namespace o2::framework::expressions;
Expand Down Expand Up @@ -684,48 +685,48 @@ struct derivedlambdakzeroanalysis {

auto hSelectionV0s = histos.add<TH1>("GeneralQA/hSelectionV0s", "hSelectionV0s", kTH1D, {{static_cast<int>(selPhysPrimAntiLambda) + 3, -0.5f, static_cast<double>(selPhysPrimAntiLambda) + 2.5f}});
hSelectionV0s->GetXaxis()->SetBinLabel(1, "All");
hSelectionV0s->GetXaxis()->SetBinLabel(selCosPA+2, "cosPA");
hSelectionV0s->GetXaxis()->SetBinLabel(selRadius+2, "Radius min.");
hSelectionV0s->GetXaxis()->SetBinLabel(selRadiusMax+2, "Radius max.");
hSelectionV0s->GetXaxis()->SetBinLabel(selDCANegToPV+2, "DCA neg. to PV");
hSelectionV0s->GetXaxis()->SetBinLabel(selDCAPosToPV+2, "DCA pos. to PV");
hSelectionV0s->GetXaxis()->SetBinLabel(selDCAV0Dau+2, "DCA V0 dau.");
hSelectionV0s->GetXaxis()->SetBinLabel(selK0ShortRapidity+2, "K^{0}_{S} rapidity");
hSelectionV0s->GetXaxis()->SetBinLabel(selLambdaRapidity+2, "#Lambda rapidity");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDPositivePion+2, "TPC PID #pi^{+}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDNegativePion+2, "TPC PID #pi^{-}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDPositiveProton+2, "TPC PID p");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDNegativeProton+2, "TPC PID #bar{p}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTPositiveProtonLambda+2, "TOF #Delta t p from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTPositivePionLambda+2, "TOF #Delta t #pi^{+} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTPositivePionK0Short+2, "TOF #Delta t #pi^{+} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTNegativeProtonLambda+2, "TOF #Delta t #bar{p} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTNegativePionLambda+2, "TOF #Delta t #pi^{-} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTNegativePionK0Short+2, "TOF #Delta t #pi^{-} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaPositiveProtonLambda+2, "TOF PID p from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaPositivePionLambda+2, "TOF PID #pi^{+} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaPositivePionK0Short+2, "TOF PID #pi^{+} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaNegativeProtonLambda+2, "TOF PID #bar{p} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaNegativePionLambda+2, "TOF PID #pi^{-} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaNegativePionK0Short+2, "TOF PID #pi^{-} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selK0ShortCTau+2, "K^{0}_{S} lifetime");
hSelectionV0s->GetXaxis()->SetBinLabel(selLambdaCTau+2, "#Lambda lifetime");
hSelectionV0s->GetXaxis()->SetBinLabel(selK0ShortArmenteros+2, "Arm. pod. cut");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosGoodTPCTrack+2, "Pos. good TPC track");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegGoodTPCTrack+2, "Neg. good TPC track");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosGoodITSTrack+2, "Pos. good ITS track");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegGoodITSTrack+2, "Neg. good ITS track");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosItsOnly+2, "Pos. ITS-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegItsOnly+2, "Neg. ITS-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosNotTPCOnly+2, "Pos. not TPC-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegNotTPCOnly+2, "Neg. not TPC-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selConsiderK0Short+2, "True K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selConsiderLambda+2, "True #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selConsiderAntiLambda+2, "True #bar{#Lambda}");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimK0Short+2, "Phys. prim. K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimLambda+2, "Phys. prim. #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimAntiLambda+2, "Phys. prim. #bar{#Lambda}");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimAntiLambda+3, "Cand. selected");
hSelectionV0s->GetXaxis()->SetBinLabel(selCosPA + 2, "cosPA");
hSelectionV0s->GetXaxis()->SetBinLabel(selRadius + 2, "Radius min.");
hSelectionV0s->GetXaxis()->SetBinLabel(selRadiusMax + 2, "Radius max.");
hSelectionV0s->GetXaxis()->SetBinLabel(selDCANegToPV + 2, "DCA neg. to PV");
hSelectionV0s->GetXaxis()->SetBinLabel(selDCAPosToPV + 2, "DCA pos. to PV");
hSelectionV0s->GetXaxis()->SetBinLabel(selDCAV0Dau + 2, "DCA V0 dau.");
hSelectionV0s->GetXaxis()->SetBinLabel(selK0ShortRapidity + 2, "K^{0}_{S} rapidity");
hSelectionV0s->GetXaxis()->SetBinLabel(selLambdaRapidity + 2, "#Lambda rapidity");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDPositivePion + 2, "TPC PID #pi^{+}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDNegativePion + 2, "TPC PID #pi^{-}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDPositiveProton + 2, "TPC PID p");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDNegativeProton + 2, "TPC PID #bar{p}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTPositiveProtonLambda + 2, "TOF #Delta t p from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTPositivePionLambda + 2, "TOF #Delta t #pi^{+} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTPositivePionK0Short + 2, "TOF #Delta t #pi^{+} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTNegativeProtonLambda + 2, "TOF #Delta t #bar{p} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTNegativePionLambda + 2, "TOF #Delta t #pi^{-} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTNegativePionK0Short + 2, "TOF #Delta t #pi^{-} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaPositiveProtonLambda + 2, "TOF PID p from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaPositivePionLambda + 2, "TOF PID #pi^{+} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaPositivePionK0Short + 2, "TOF PID #pi^{+} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaNegativeProtonLambda + 2, "TOF PID #bar{p} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaNegativePionLambda + 2, "TOF PID #pi^{-} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaNegativePionK0Short + 2, "TOF PID #pi^{-} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selK0ShortCTau + 2, "K^{0}_{S} lifetime");
hSelectionV0s->GetXaxis()->SetBinLabel(selLambdaCTau + 2, "#Lambda lifetime");
hSelectionV0s->GetXaxis()->SetBinLabel(selK0ShortArmenteros + 2, "Arm. pod. cut");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosGoodTPCTrack + 2, "Pos. good TPC track");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegGoodTPCTrack + 2, "Neg. good TPC track");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosGoodITSTrack + 2, "Pos. good ITS track");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegGoodITSTrack + 2, "Neg. good ITS track");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosItsOnly + 2, "Pos. ITS-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegItsOnly + 2, "Neg. ITS-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosNotTPCOnly + 2, "Pos. not TPC-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegNotTPCOnly + 2, "Neg. not TPC-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selConsiderK0Short + 2, "True K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selConsiderLambda + 2, "True #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selConsiderAntiLambda + 2, "True #bar{#Lambda}");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimK0Short + 2, "Phys. prim. K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimLambda + 2, "Phys. prim. #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimAntiLambda + 2, "Phys. prim. #bar{#Lambda}");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimAntiLambda + 3, "Cand. selected");

// histograms versus mass
if (analyseK0Short) {
Expand Down Expand Up @@ -1172,7 +1173,7 @@ struct derivedlambdakzeroanalysis {
phi = TMath::TwoPi() - phi;
if (sign < 0) // for negative charge
phi = TMath::TwoPi() - phi;
if (phi < 0)
if (phi < 0)
LOGF(warning, "phi < 0: %g", phi);

phi += TMath::Pi() / 18.0; // to center gap in the middle
Expand All @@ -1187,7 +1188,7 @@ struct derivedlambdakzeroanalysis {
return true; // keep track
if (phiModn < fPhiCutLow->Eval(trackPt))
return true; // keep track
return false; // reject track
return false; // reject track
}

template <typename TV0, typename TCollision>
Expand Down Expand Up @@ -1242,12 +1243,12 @@ struct derivedlambdakzeroanalysis {
posTrackExtra.tpcFractionSharedCls() < v0Selections.maxFractionTPCSharedClusters && // check the maximum fraction of allowed shared TPC clusters
(!v0Selections.rejectTPCsectorBoundary || isTrackFarFromTPCBoundary(v0.positivept(), v0.positivephi(), 1))) // reject track far from TPC sector boundary or not
BITSET(bitMap, selPosGoodTPCTrack);
if (negTrackExtra.tpcCrossedRows() >= v0Selections.minTPCrows && // check minimum TPC crossed rows
negTrackExtra.tpcChi2NCl() < v0Selections.maxTPCchi2PerNcls && // check maximum TPC chi2 per clusters
negTrackExtra.tpcCrossedRowsOverFindableCls() >= v0Selections.minTPCrowsOverFindableClusters && // check minimum fraction of TPC rows over findable
negTrackExtra.tpcFoundOverFindableCls() >= v0Selections.minTPCfoundOverFindableClusters && // check minimum fraction of found over findable TPC clusters
negTrackExtra.tpcFractionSharedCls() < v0Selections.maxFractionTPCSharedClusters && // check the maximum fraction of allowed shared TPC clusters
(!v0Selections.rejectTPCsectorBoundary || isTrackFarFromTPCBoundary(v0.negativept(), v0.negativephi(), -1)))// reject track far from TPC sector boundary or not
if (negTrackExtra.tpcCrossedRows() >= v0Selections.minTPCrows && // check minimum TPC crossed rows
negTrackExtra.tpcChi2NCl() < v0Selections.maxTPCchi2PerNcls && // check maximum TPC chi2 per clusters
negTrackExtra.tpcCrossedRowsOverFindableCls() >= v0Selections.minTPCrowsOverFindableClusters && // check minimum fraction of TPC rows over findable
negTrackExtra.tpcFoundOverFindableCls() >= v0Selections.minTPCfoundOverFindableClusters && // check minimum fraction of found over findable TPC clusters
negTrackExtra.tpcFractionSharedCls() < v0Selections.maxFractionTPCSharedClusters && // check the maximum fraction of allowed shared TPC clusters
(!v0Selections.rejectTPCsectorBoundary || isTrackFarFromTPCBoundary(v0.negativept(), v0.negativephi(), -1))) // reject track far from TPC sector boundary or not
BITSET(bitMap, selNegGoodTPCTrack);

// TPC PID
Expand Down Expand Up @@ -1595,7 +1596,7 @@ struct derivedlambdakzeroanalysis {
// __________________________________________
// main analysis
if (passK0ShortSelections && analyseK0Short) {
histos.fill(HIST("GeneralQA/hSelectionV0s"), selPhysPrimAntiLambda+2); //
histos.fill(HIST("GeneralQA/hSelectionV0s"), selPhysPrimAntiLambda + 2); //
histos.fill(HIST("GeneralQA/h2dArmenterosSelected"), v0.alpha(), v0.qtarm()); // cross-check
histos.fill(HIST("h3dMassK0Short"), centrality, pt, v0.mK0Short());
if (gapSide == 0)
Expand Down Expand Up @@ -1679,7 +1680,7 @@ struct derivedlambdakzeroanalysis {
nK0Shorts++;
}
if (passLambdaSelections && analyseLambda) {
histos.fill(HIST("GeneralQA/hSelectionV0s"), selPhysPrimAntiLambda+2); //
histos.fill(HIST("GeneralQA/hSelectionV0s"), selPhysPrimAntiLambda + 2); //
histos.fill(HIST("h3dMassLambda"), centrality, pt, v0.mLambda());
if (gapSide == 0)
histos.fill(HIST("h3dMassLambdaSGA"), centrality, pt, v0.mLambda());
Expand Down Expand Up @@ -1762,7 +1763,7 @@ struct derivedlambdakzeroanalysis {
nLambdas++;
}
if (passAntiLambdaSelections && analyseAntiLambda) {
histos.fill(HIST("GeneralQA/hSelectionV0s"), selPhysPrimAntiLambda+2); //
histos.fill(HIST("GeneralQA/hSelectionV0s"), selPhysPrimAntiLambda + 2); //
histos.fill(HIST("h3dMassAntiLambda"), centrality, pt, v0.mAntiLambda());
if (gapSide == 0)
histos.fill(HIST("h3dMassAntiLambdaSGA"), centrality, pt, v0.mAntiLambda());
Expand Down
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