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[DPG] Added TrackMeanOccupancy variable in the D0 daughter candidates #11743

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Merged
mfaggin merged 4 commits into from
Jun 24, 2025
Merged

[DPG] Added TrackMeanOccupancy variable in the D0 daughter candidates #11743

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c8eca5b
Update D0CalibTables.h
rahulverma012 Jun 24, 2025
dcf1290
Update derivedDataCreatorD0Calibration.cxx
rahulverma012 Jun 24, 2025
2302052
Update derivedDataCreatorD0Calibration.cxx
rahulverma012 Jun 24, 2025
e0ed3ae
Update derivedDataCreatorD0Calibration.cxx
rahulverma012 Jun 24, 2025
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26 changes: 23 additions & 3 deletions DPG/Tasks/AOTTrack/D0CalibTables.h
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Original file line number Diff line number Diff line change
Expand Up @@ -160,9 +160,9 @@
return getCompressedUint8(bdtScore, 1. / 255);
}

/// It compresses the number of sigma (0.1 sigma precision)
/// It compresses the occupancy value
///\param occupancy is the occupancy value
///\return The number of sigma compressed to a int8_t with 0.1 precision
///\return The number of occupancy compressed to a uint8_t
template <typename T>
uint8_t getCompressedOccupancy(T occupancy)
{
Expand Down Expand Up @@ -323,10 +323,20 @@
DECLARE_SOA_COLUMN(TpcNumSigmaKa, tpcNumSigmaKa, int8_t); //! compressed NsigmaTPC for kaons
DECLARE_SOA_COLUMN(TofNumSigmaPi, tofNumSigmaPi, int8_t); //! compressed NsigmaTOF for pions
DECLARE_SOA_COLUMN(TofNumSigmaKa, tofNumSigmaKa, int8_t); //! compressed NsigmaTOF for kaons
DECLARE_SOA_COLUMN(ITSChi2NCl, itsChi2NCl, uint8_t); //! compressed NsigmaTOF for kaons // o2-linter: disable=name/o2-column

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[name/o2-column] 

Use UpperCamelCase for names of O2 columns and matching lowerCamelCase names for their getters.
DECLARE_SOA_COLUMN(TPCChi2NCl, tpcChi2NCl, uint8_t); //! compressed NsigmaTOF for kaons // o2-linter: disable=name/o2-column

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[name/o2-column] 

Use UpperCamelCase for names of O2 columns and matching lowerCamelCase names for their getters.
DECLARE_SOA_COLUMN(TRDChi2, trdChi2, uint8_t); //! compressed NsigmaTOF for kaons // o2-linter: disable=name/o2-column

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[name/o2-column] 

Use UpperCamelCase for names of O2 columns and matching lowerCamelCase names for their getters.
DECLARE_SOA_COLUMN(TOFChi2, tofChi2, uint8_t); //! compressed NsigmaTOF for kaons // o2-linter: disable=name/o2-column

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[name/o2-column] 

Use UpperCamelCase for names of O2 columns and matching lowerCamelCase names for their getters.
DECLARE_SOA_COLUMN(CmoPrimUnfm80, cmoPrimUnfm80, uint8_t);
DECLARE_SOA_COLUMN(CmoFV0AUnfm80, cmoFV0AUnfm80, uint8_t);
DECLARE_SOA_COLUMN(CmoFT0AUnfm80, cmoFT0AUnfm80, uint8_t);
DECLARE_SOA_COLUMN(CmoFT0CUnfm80, cmoFT0CUnfm80, uint8_t);
DECLARE_SOA_COLUMN(CwmoPrimUnfm80, cwmoPrimUnfm80, uint8_t);
DECLARE_SOA_COLUMN(CwmoFV0AUnfm80, cwmoFV0AUnfm80, uint8_t);
DECLARE_SOA_COLUMN(CwmoFT0AUnfm80, cwmoFT0AUnfm80, uint8_t);
DECLARE_SOA_COLUMN(CwmoFT0CUnfm80, cwmoFT0CUnfm80, uint8_t);
DECLARE_SOA_COLUMN(CmoRobustT0V0PrimUnfm80, cmoRobustT0V0PrimUnfm80, uint8_t);
DECLARE_SOA_COLUMN(CwmoRobustT0V0PrimUnfm80, cwmoRobustT0V0PrimUnfm80, uint8_t);
} // namespace hf_calib

DECLARE_SOA_TABLE(D0CalibTrack, "AOD", "D0CALIBTRACKS",
Expand Down Expand Up @@ -383,7 +393,17 @@
hf_calib::TpcNumSigmaPi,
hf_calib::TpcNumSigmaKa,
hf_calib::TofNumSigmaPi,
hf_calib::TofNumSigmaKa);
hf_calib::TofNumSigmaKa,
hf_calib::CmoPrimUnfm80,
hf_calib::CmoFV0AUnfm80,
hf_calib::CmoFT0AUnfm80,
hf_calib::CmoFT0CUnfm80,
hf_calib::CwmoPrimUnfm80,
hf_calib::CwmoFV0AUnfm80,
hf_calib::CwmoFT0AUnfm80,
hf_calib::CwmoFT0CUnfm80,
hf_calib::CmoRobustT0V0PrimUnfm80,
hf_calib::CwmoRobustT0V0PrimUnfm80);

namespace hf_calib
{
Expand Down
56 changes: 43 additions & 13 deletions DPG/Tasks/AOTTrack/derivedDataCreatorD0Calibration.cxx
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Original file line number Diff line number Diff line change
Expand Up @@ -26,17 +26,18 @@
#include "Common/DataModel/Centrality.h"
#include "Common/DataModel/CollisionAssociationTables.h"
#include "Common/DataModel/Multiplicity.h"
#include "Common/DataModel/OccupancyTables.h"
#include "Common/DataModel/PIDResponseTOF.h"
#include "Common/DataModel/PIDResponseTPC.h"
#include "Common/DataModel/TrackSelectionTables.h"
#include "CommonDataFormat/InteractionRecord.h"
#include "Tools/ML/MlResponse.h"

#include "CommonDataFormat/InteractionRecord.h"
#include <CommonConstants/PhysicsConstants.h>
#include <DCAFitter/DCAFitterN.h>
#include <Framework/AnalysisTask.h>
#include <Framework/runDataProcessing.h>
#include <Framework/RunningWorkflowInfo.h>
#include <Framework/runDataProcessing.h>
#include <ReconstructionDataFormats/DCA.h>

#include <TH1D.h>
Expand Down Expand Up @@ -101,8 +102,9 @@ struct DerivedDataCreatorD0Calibration {
std::string prefix = "ml";
} cfgMl;

using TracksWCovExtraPid = soa::Join<aod::Tracks, aod::TracksCov, aod::TracksExtra, aod::TrackSelection, aod::pidTPCFullPi, aod::pidTOFFullPi, aod::pidTPCFullKa, aod::pidTOFFullKa>;
using TracksWCovExtraPid = soa::Join<aod::Tracks, aod::TrackToTmo, aod::TracksCov, aod::TracksExtra, aod::TrackSelection, aod::pidTPCFullPi, aod::pidTOFFullPi, aod::pidTPCFullKa, aod::pidTOFFullKa>;
using CollisionsWEvSel = soa::Join<aod::Collisions, aod::CentFT0Cs, aod::EvSels>;
using TrackMeanOccs = soa::Join<aod::TmoTrackIds, aod::TmoPrim, aod::TmoT0V0, aod::TmoRT0V0Prim, aod::TwmoPrim, aod::TwmoT0V0, aod::TwmoRT0V0Prim>;

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

Expand Down Expand Up @@ -448,20 +450,48 @@ struct DerivedDataCreatorD0Calibration {
// tracks
if (!selectedTracks.count(trackPos.globalIndex())) {
// fill track table with positive track if not yet present
trackTable(selectedCollisions[collision.globalIndex()],
trackPos.x(), trackPos.alpha(), trackPos.y(), trackPos.z(), trackPos.snp(), trackPos.tgl(), trackPos.signed1Pt(), // stored at PV
trackPos.cYY(), trackPos.cZY(), trackPos.cZZ(), trackPos.cSnpY(), trackPos.cSnpZ(), trackPos.cSnpSnp(), trackPos.cTglY(), trackPos.cTglZ(), trackPos.cTglSnp(), trackPos.cTglTgl(), trackPos.c1PtY(), trackPos.c1PtZ(), trackPos.c1PtSnp(), trackPos.c1PtTgl(), trackPos.c1Pt21Pt2(),
trackPos.tpcInnerParam(), trackPos.flags(), trackPos.itsClusterSizes(), trackPos.tpcNClsFindable(), trackPos.tpcNClsFindableMinusFound(), trackPos.tpcNClsFindableMinusCrossedRows(), trackPos.tpcNClsShared(), trackPos.trdPattern(), getCompressedChi2(trackPos.itsChi2NCl()), getCompressedChi2(trackPos.tpcChi2NCl()), getCompressedChi2(trackPos.trdChi2()), getCompressedChi2(trackPos.tofChi2()), trackPos.tpcSignal(), trackPos.trdSignal(), trackPos.length(), trackPos.tofExpMom(), trackPos.trackTime(), trackPos.trackTimeRes(),
dcaPos.getY(), dcaPos.getZ(), getCompressedNumSigmaPid(trackPos.tpcNSigmaPi()), getCompressedNumSigmaPid(trackPos.tpcNSigmaKa()), getCompressedNumSigmaPid(trackPos.tofNSigmaPi()), getCompressedNumSigmaPid(trackPos.tofNSigmaKa()));
if (trackPos.tmoId() != -1) {
auto tmoFromTrack = trackPos.tmo_as<TrackMeanOccs>(); // obtain track mean occupancies
trackTable(selectedCollisions[collision.globalIndex()],
trackPos.x(), trackPos.alpha(), trackPos.y(), trackPos.z(), trackPos.snp(), trackPos.tgl(), trackPos.signed1Pt(), // stored at PV
trackPos.cYY(), trackPos.cZY(), trackPos.cZZ(), trackPos.cSnpY(), trackPos.cSnpZ(), trackPos.cSnpSnp(), trackPos.cTglY(), trackPos.cTglZ(), trackPos.cTglSnp(), trackPos.cTglTgl(), trackPos.c1PtY(), trackPos.c1PtZ(), trackPos.c1PtSnp(), trackPos.c1PtTgl(), trackPos.c1Pt21Pt2(),
trackPos.tpcInnerParam(), trackPos.flags(), trackPos.itsClusterSizes(), trackPos.tpcNClsFindable(), trackPos.tpcNClsFindableMinusFound(), trackPos.tpcNClsFindableMinusCrossedRows(), trackPos.tpcNClsShared(), trackPos.trdPattern(), getCompressedChi2(trackPos.itsChi2NCl()), getCompressedChi2(trackPos.tpcChi2NCl()), getCompressedChi2(trackPos.trdChi2()), getCompressedChi2(trackPos.tofChi2()), trackPos.tpcSignal(), trackPos.trdSignal(), trackPos.length(), trackPos.tofExpMom(), trackPos.trackTime(), trackPos.trackTimeRes(),
dcaPos.getY(), dcaPos.getZ(), getCompressedNumSigmaPid(trackPos.tpcNSigmaPi()), getCompressedNumSigmaPid(trackPos.tpcNSigmaKa()), getCompressedNumSigmaPid(trackPos.tofNSigmaPi()), getCompressedNumSigmaPid(trackPos.tofNSigmaKa()),
getCompressedOccupancy(tmoFromTrack.tmoPrimUnfm80()), getCompressedOccupancy(tmoFromTrack.tmoFV0AUnfm80()), getCompressedOccupancy(tmoFromTrack.tmoFT0AUnfm80()), getCompressedOccupancy(tmoFromTrack.tmoFT0CUnfm80()),
getCompressedOccupancy(tmoFromTrack.twmoPrimUnfm80()), getCompressedOccupancy(tmoFromTrack.twmoFV0AUnfm80()), getCompressedOccupancy(tmoFromTrack.twmoFT0AUnfm80()), getCompressedOccupancy(tmoFromTrack.twmoFT0CUnfm80()),
getCompressedOccupancy(tmoFromTrack.tmoRobustT0V0PrimUnfm80()), getCompressedOccupancy(tmoFromTrack.twmoRobustT0V0PrimUnfm80()));
} else {
// if track doesn't have occupancies stored for it
trackTable(selectedCollisions[collision.globalIndex()],
trackPos.x(), trackPos.alpha(), trackPos.y(), trackPos.z(), trackPos.snp(), trackPos.tgl(), trackPos.signed1Pt(), // stored at PV
trackPos.cYY(), trackPos.cZY(), trackPos.cZZ(), trackPos.cSnpY(), trackPos.cSnpZ(), trackPos.cSnpSnp(), trackPos.cTglY(), trackPos.cTglZ(), trackPos.cTglSnp(), trackPos.cTglTgl(), trackPos.c1PtY(), trackPos.c1PtZ(), trackPos.c1PtSnp(), trackPos.c1PtTgl(), trackPos.c1Pt21Pt2(),
trackPos.tpcInnerParam(), trackPos.flags(), trackPos.itsClusterSizes(), trackPos.tpcNClsFindable(), trackPos.tpcNClsFindableMinusFound(), trackPos.tpcNClsFindableMinusCrossedRows(), trackPos.tpcNClsShared(), trackPos.trdPattern(), getCompressedChi2(trackPos.itsChi2NCl()), getCompressedChi2(trackPos.tpcChi2NCl()), getCompressedChi2(trackPos.trdChi2()), getCompressedChi2(trackPos.tofChi2()), trackPos.tpcSignal(), trackPos.trdSignal(), trackPos.length(), trackPos.tofExpMom(), trackPos.trackTime(), trackPos.trackTimeRes(),
dcaPos.getY(), dcaPos.getZ(), getCompressedNumSigmaPid(trackPos.tpcNSigmaPi()), getCompressedNumSigmaPid(trackPos.tpcNSigmaKa()), getCompressedNumSigmaPid(trackPos.tofNSigmaPi()), getCompressedNumSigmaPid(trackPos.tofNSigmaKa()),
0, 0, 0, 0, 0, 0, 0, 0, 0, 0);
}
selectedTracks[trackPos.globalIndex()] = trackTable.lastIndex();
}
if (!selectedTracks.count(trackNeg.globalIndex())) {
// fill track table with negative track if not yet present
trackTable(selectedCollisions[collision.globalIndex()],
trackNeg.x(), trackNeg.alpha(), trackNeg.y(), trackNeg.z(), trackNeg.snp(), trackNeg.tgl(), trackNeg.signed1Pt(), // stored at PV
trackNeg.cYY(), trackNeg.cZY(), trackNeg.cZZ(), trackNeg.cSnpY(), trackNeg.cSnpZ(), trackNeg.cSnpSnp(), trackNeg.cTglY(), trackNeg.cTglZ(), trackNeg.cTglSnp(), trackNeg.cTglTgl(), trackNeg.c1PtY(), trackNeg.c1PtZ(), trackNeg.c1PtSnp(), trackNeg.c1PtTgl(), trackNeg.c1Pt21Pt2(),
trackNeg.tpcInnerParam(), trackNeg.flags(), trackNeg.itsClusterSizes(), trackNeg.tpcNClsFindable(), trackNeg.tpcNClsFindableMinusFound(), trackNeg.tpcNClsFindableMinusCrossedRows(), trackNeg.tpcNClsShared(), trackNeg.trdPattern(), getCompressedChi2(trackNeg.itsChi2NCl()), getCompressedChi2(trackNeg.tpcChi2NCl()), getCompressedChi2(trackNeg.trdChi2()), getCompressedChi2(trackNeg.tofChi2()), trackNeg.tpcSignal(), trackNeg.trdSignal(), trackNeg.length(), trackNeg.tofExpMom(), trackNeg.trackTime(), trackNeg.trackTimeRes(),
dcaNeg.getY(), dcaNeg.getZ(), getCompressedNumSigmaPid(trackNeg.tpcNSigmaPi()), getCompressedNumSigmaPid(trackNeg.tpcNSigmaKa()), getCompressedNumSigmaPid(trackNeg.tofNSigmaPi()), getCompressedNumSigmaPid(trackNeg.tofNSigmaKa()));
if (trackNeg.tmoId() != -1) {
auto tmoFromTrack = trackNeg.tmo_as<TrackMeanOccs>();
trackTable(selectedCollisions[collision.globalIndex()],
trackNeg.x(), trackNeg.alpha(), trackNeg.y(), trackNeg.z(), trackNeg.snp(), trackNeg.tgl(), trackNeg.signed1Pt(), // stored at PV
trackNeg.cYY(), trackNeg.cZY(), trackNeg.cZZ(), trackNeg.cSnpY(), trackNeg.cSnpZ(), trackNeg.cSnpSnp(), trackNeg.cTglY(), trackNeg.cTglZ(), trackNeg.cTglSnp(), trackNeg.cTglTgl(), trackNeg.c1PtY(), trackNeg.c1PtZ(), trackNeg.c1PtSnp(), trackNeg.c1PtTgl(), trackNeg.c1Pt21Pt2(),
trackNeg.tpcInnerParam(), trackNeg.flags(), trackNeg.itsClusterSizes(), trackNeg.tpcNClsFindable(), trackNeg.tpcNClsFindableMinusFound(), trackNeg.tpcNClsFindableMinusCrossedRows(), trackNeg.tpcNClsShared(), trackNeg.trdPattern(), getCompressedChi2(trackNeg.itsChi2NCl()), getCompressedChi2(trackNeg.tpcChi2NCl()), getCompressedChi2(trackNeg.trdChi2()), getCompressedChi2(trackNeg.tofChi2()), trackNeg.tpcSignal(), trackNeg.trdSignal(), trackNeg.length(), trackNeg.tofExpMom(), trackNeg.trackTime(), trackNeg.trackTimeRes(),
dcaNeg.getY(), dcaNeg.getZ(), getCompressedNumSigmaPid(trackNeg.tpcNSigmaPi()), getCompressedNumSigmaPid(trackNeg.tpcNSigmaKa()), getCompressedNumSigmaPid(trackNeg.tofNSigmaPi()), getCompressedNumSigmaPid(trackNeg.tofNSigmaKa()),
getCompressedOccupancy(tmoFromTrack.tmoPrimUnfm80()), getCompressedOccupancy(tmoFromTrack.tmoFV0AUnfm80()), getCompressedOccupancy(tmoFromTrack.tmoFT0AUnfm80()), getCompressedOccupancy(tmoFromTrack.tmoFT0CUnfm80()),
getCompressedOccupancy(tmoFromTrack.twmoPrimUnfm80()), getCompressedOccupancy(tmoFromTrack.twmoFV0AUnfm80()), getCompressedOccupancy(tmoFromTrack.twmoFT0AUnfm80()), getCompressedOccupancy(tmoFromTrack.twmoFT0CUnfm80()),
getCompressedOccupancy(tmoFromTrack.tmoRobustT0V0PrimUnfm80()), getCompressedOccupancy(tmoFromTrack.twmoRobustT0V0PrimUnfm80()));
} else {
// if track doesn't have occupancies stored for it
trackTable(selectedCollisions[collision.globalIndex()],
trackNeg.x(), trackNeg.alpha(), trackNeg.y(), trackNeg.z(), trackNeg.snp(), trackNeg.tgl(), trackNeg.signed1Pt(), // stored at PV
trackNeg.cYY(), trackNeg.cZY(), trackNeg.cZZ(), trackNeg.cSnpY(), trackNeg.cSnpZ(), trackNeg.cSnpSnp(), trackNeg.cTglY(), trackNeg.cTglZ(), trackNeg.cTglSnp(), trackNeg.cTglTgl(), trackNeg.c1PtY(), trackNeg.c1PtZ(), trackNeg.c1PtSnp(), trackNeg.c1PtTgl(), trackNeg.c1Pt21Pt2(),
trackNeg.tpcInnerParam(), trackNeg.flags(), trackNeg.itsClusterSizes(), trackNeg.tpcNClsFindable(), trackNeg.tpcNClsFindableMinusFound(), trackNeg.tpcNClsFindableMinusCrossedRows(), trackNeg.tpcNClsShared(), trackNeg.trdPattern(), getCompressedChi2(trackNeg.itsChi2NCl()), getCompressedChi2(trackNeg.tpcChi2NCl()), getCompressedChi2(trackNeg.trdChi2()), getCompressedChi2(trackNeg.tofChi2()), trackNeg.tpcSignal(), trackNeg.trdSignal(), trackNeg.length(), trackNeg.tofExpMom(), trackNeg.trackTime(), trackNeg.trackTimeRes(),
dcaNeg.getY(), dcaNeg.getZ(), getCompressedNumSigmaPid(trackNeg.tpcNSigmaPi()), getCompressedNumSigmaPid(trackNeg.tpcNSigmaKa()), getCompressedNumSigmaPid(trackNeg.tofNSigmaPi()), getCompressedNumSigmaPid(trackNeg.tofNSigmaKa()),
0, 0, 0, 0, 0, 0, 0, 0, 0, 0);
}
selectedTracks[trackNeg.globalIndex()] = trackTable.lastIndex();
}

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