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[PWGEM/Dilepton] update treeCreatorMuonML.cxx to reduce data size #15959

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Merged
dsekihat merged 1 commit into from
Apr 24, 2026
+157 −266
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[PWGEM/Dilepton] update treeCreatorMuonML.cxx to reduce data size #15959

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27 changes: 14 additions & 13 deletions PWGEM/Dilepton/DataModel/lmeeMLTables.h
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Original file line number Diff line number Diff line change
Expand Up @@ -46,11 +46,11 @@
{
DECLARE_SOA_COLUMN(CollisionId, collisionId, int); //!
DECLARE_SOA_COLUMN(HadronicRate, hadronicRate, float); //!
DECLARE_SOA_COLUMN(PIDLabel, pidlabel, uint8_t); //!

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[name/o2-column] 

Use UpperCamelCase for names of O2 columns and matching lowerCamelCase names for their getters.
DECLARE_SOA_COLUMN(TrackType, tracktype, uint8_t); //!

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[name/o2-column] 

Use UpperCamelCase for names of O2 columns and matching lowerCamelCase names for their getters.
DECLARE_SOA_COLUMN(TPCNClsFound, tpcNClsFound, uint8_t); //!

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[name/o2-column] 

Use UpperCamelCase for names of O2 columns and matching lowerCamelCase names for their getters.
DECLARE_SOA_COLUMN(TPCNClsCrossedRows, tpcNClsCrossedRows, uint8_t); //!

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[name/o2-column] 

Use UpperCamelCase for names of O2 columns and matching lowerCamelCase names for their getters.
DECLARE_SOA_COLUMN(TPCNClsPID, tpcNClsPID, uint8_t); //!

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[name/o2-column] 

Use UpperCamelCase for names of O2 columns and matching lowerCamelCase names for their getters.
DECLARE_SOA_COLUMN(IsForValidation, isForValidation, bool); //!
DECLARE_SOA_COLUMN(Sign, sign, short); //!
DECLARE_SOA_COLUMN(P, p, float); //!
Expand All @@ -61,7 +61,7 @@
// DECLARE_SOA_DYNAMIC_COLUMN(P, p, [](float pt, float eta) -> float { return pt * std::cosh(eta); });
DECLARE_SOA_DYNAMIC_COLUMN(MeanClusterSizeITS, meanClusterSizeITS, [](uint32_t itsClusterSizes) -> float {
int total_cluster_size = 0, nl = 0;
for (unsigned int layer = 0; layer < 7; layer++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
int cluster_size_per_layer = (itsClusterSizes >> (layer * 4)) & 0xf;
if (cluster_size_per_layer > 0) {
nl++;
Expand All @@ -76,7 +76,7 @@
});
DECLARE_SOA_DYNAMIC_COLUMN(MeanClusterSizeITSob, meanClusterSizeITSob, [](uint32_t itsClusterSizes) -> float {
int total_cluster_size = 0, nl = 0;
for (unsigned int layer = 3; layer < 7; layer++) {

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[magic-number] 

Avoid magic numbers in expressions. Assign the value to a clearly named variable or constant.
int cluster_size_per_layer = (itsClusterSizes >> (layer * 4)) & 0xf;
if (cluster_size_per_layer > 0) {
nl++;
Expand Down Expand Up @@ -153,39 +153,40 @@
DECLARE_SOA_COLUMN(XErrMFTatMP, xErrMFTatMP, float); //! x error of MFT track in MFT-MCH-MID track at matching plane
DECLARE_SOA_COLUMN(YErrMFTatMP, yErrMFTatMP, float); //! y error of MFT track in MFT-MCH-MID track at matching plane

DECLARE_SOA_COLUMN(Chi2MFT, chi2MFT, float); //! chi2/ndf of MFT track
DECLARE_SOA_COLUMN(Chi2MCHMID, chi2MCHMID, float); //! chi2/ndf of MCH-MID track
DECLARE_SOA_COLUMN(Chi2MFTMCHMID, chi2MFTMCHMID, float); //! chi2/ndf of MFT-MCH-MID track
DECLARE_SOA_COLUMN(NClustersMFT, nClustersMFT, uint8_t); //!
DECLARE_SOA_COLUMN(IsPrimary, isPrimary, bool); //!
DECLARE_SOA_COLUMN(IsCorrectMatch, isCorrectMatch, bool); //!
DECLARE_SOA_COLUMN(Chi2MFT, chi2MFT, float); //! chi2/ndf of MFT track
DECLARE_SOA_COLUMN(Chi2MCHMID, chi2MCHMID, float); //! chi2/ndf of MCH-MID track
DECLARE_SOA_COLUMN(Chi2MFTMCHMID, chi2MFTMCHMID, float); //! chi2/ndf of MFT-MCH-MID track
DECLARE_SOA_COLUMN(NClustersMFT, nClustersMFT, uint8_t); //!
DECLARE_SOA_COLUMN(IsPrimaryMFT, isPrimaryMFT, bool); //!
DECLARE_SOA_COLUMN(IsPrimaryMCHMID, isPrimaryMCHMID, bool); //!
DECLARE_SOA_COLUMN(IsCorrectMatch, isCorrectMatch, bool); //!
DECLARE_SOA_COLUMN(PdgCodeMFT, pdgCodeMFT, int); //!
DECLARE_SOA_COLUMN(PdgCodeMCHMID, pdgCodeMCHMID, int); //!

DECLARE_SOA_COLUMN(MultMFT, multMFT, uint16_t); //! number of MFTsa tracks per collision
} // namespace emmlfwdtrack

DECLARE_SOA_TABLE(EMFwdTracksForML, "AOD", "EMFWDTRKML", //!
o2::soa::Index<>, collision::PosZ, /*collision::NumContrib,*/ mult::MultFT0C, /*evsel::NumTracksInTimeRange,*/ evsel::SumAmpFT0CInTimeRange, emmltrack::HadronicRate, emmlfwdtrack::MultMFT,
// fwdtrack::TrackType,

emmlfwdtrack::Signed1PtMFTatMP, emmlfwdtrack::TglMFTatMP, emmlfwdtrack::PhiMFTatMP,
emmlfwdtrack::XMFTatMP, emmlfwdtrack::YMFTatMP,

emmlfwdtrack::Signed1PtMCHMIDatMP, emmlfwdtrack::TglMCHMIDatMP, emmlfwdtrack::PhiMCHMIDatMP,
emmlfwdtrack::XMCHMIDatMP, emmlfwdtrack::YMCHMIDatMP,

// fwdtrack::NClusters, fwdtrack::PDca, fwdtrack::RAtAbsorberEnd,
// fwdtrack::Chi2MatchMCHMID,
fwdtrack::Chi2MatchMCHMFT,
// fwdtrack::MFTClusterSizesAndTrackFlags, emmlfwdtrack::Chi2MFTMCHMID, emmlfwdtrack::Chi2MCHMID, emmlfwdtrack::Chi2MFT, emmlfwdtrack::NClustersMFT,
mcparticle::PdgCode, emmlfwdtrack::IsPrimary, emmlfwdtrack::IsCorrectMatch, mcparticle::Pt, mcparticle::Eta, mcparticle::Phi);
emmlfwdtrack::PdgCodeMFT, emmlfwdtrack::IsPrimaryMFT,
emmlfwdtrack::PdgCodeMCHMID, emmlfwdtrack::IsPrimaryMCHMID,
emmlfwdtrack::IsCorrectMatch);

// iterators
using EMFwdTrackForML = EMFwdTracksForML::iterator;

DECLARE_SOA_TABLE(EMFwdTrackErrsForML, "AOD", "EMFWDTRKERRML", //! Joinable with EMFwdTracksForML
emmlfwdtrack::Signed1PtErrMFTatMP, emmlfwdtrack::TglErrMFTatMP, emmlfwdtrack::PhiErrMFTatMP,
/*emmlfwdtrack::Signed1PtErrMFTatMP,*/ emmlfwdtrack::TglErrMFTatMP, emmlfwdtrack::PhiErrMFTatMP,
emmlfwdtrack::XErrMFTatMP, emmlfwdtrack::YErrMFTatMP,
emmlfwdtrack::Signed1PtErrMCHMIDatMP, emmlfwdtrack::TglErrMCHMIDatMP, emmlfwdtrack::PhiErrMCHMIDatMP,
/*emmlfwdtrack::Signed1PtErrMCHMIDatMP,*/ emmlfwdtrack::TglErrMCHMIDatMP, emmlfwdtrack::PhiErrMCHMIDatMP,
emmlfwdtrack::XErrMCHMIDatMP, emmlfwdtrack::YErrMCHMIDatMP);

// iterators
Expand Down
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