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dqEfficiency_withAssoc_direct.cxx
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3212 lines (2914 loc) · 177 KB
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// Copyright 2019-2020 CERN and copyright holders of ALICE O2.
// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
// All rights not expressly granted are reserved.
//
// This software is distributed under the terms of the GNU General Public
// License v3 (GPL Version 3), copied verbatim in the file "COPYING".
//
// 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.
//
// Contact: iarsene@cern.ch, i.c.arsene@fys.uio.no
// Configurable workflow for running several DQ or other PWG analyses
#include "PWGDQ/Core/AnalysisCompositeCut.h"
#include "PWGDQ/Core/AnalysisCut.h"
#include "PWGDQ/Core/CutsLibrary.h"
#include "PWGDQ/Core/HistogramManager.h"
#include "PWGDQ/Core/HistogramsLibrary.h"
#include "PWGDQ/Core/MCSignal.h"
#include "PWGDQ/Core/MCSignalLibrary.h"
#include "PWGDQ/Core/MixingHandler.h"
#include "PWGDQ/Core/MixingLibrary.h"
#include "PWGDQ/Core/VarManager.h"
#include "PWGDQ/DataModel/ReducedInfoTables.h"
#include "Common/Core/PID/PIDTOFParamService.h"
#include "Common/Core/TableHelper.h"
#include "Common/DataModel/CollisionAssociationTables.h"
#include "Common/DataModel/EventSelection.h"
#include "Common/DataModel/McCollisionExtra.h"
#include "Common/DataModel/Multiplicity.h"
#include "Common/DataModel/TrackSelectionTables.h"
#include "CCDB/BasicCCDBManager.h"
#include "DataFormatsParameters/GRPMagField.h"
#include "DataFormatsParameters/GRPObject.h"
#include "DetectorsBase/GeometryManager.h"
#include "DetectorsBase/Propagator.h"
#include "Field/MagneticField.h"
#include "Framework/ASoAHelpers.h"
#include "Framework/AnalysisDataModel.h"
#include "Framework/AnalysisHelpers.h"
#include "Framework/AnalysisTask.h"
#include "Framework/runDataProcessing.h"
#include "TGeoGlobalMagField.h"
#include <TH1F.h>
#include <TH3F.h>
#include <THashList.h>
#include <TList.h>
#include <TObjString.h>
#include <TString.h>
#include <algorithm>
#include <iostream>
#include <map>
#include <memory>
#include <string>
#include <utility>
#include <vector>
using std::cout;
using std::endl;
using std::string;
using namespace o2;
using namespace o2::framework;
using namespace o2::framework::expressions;
using namespace o2::aod;
// Some definitions
namespace o2::aod
{
namespace dqanalysisflags
{
DECLARE_SOA_COLUMN(MixingHash, mixingHash, int); //! Hash used in event mixing //need to understand
DECLARE_SOA_BITMAP_COLUMN(IsEventSelected, isEventSelected, 32); //! Event decision
DECLARE_SOA_BITMAP_COLUMN(IsBarrelSelected, isBarrelSelected, 32); //! Barrel track decisions
DECLARE_SOA_COLUMN(BarrelAmbiguityInBunch, barrelAmbiguityInBunch, int8_t); //! Barrel track in-bunch ambiguity
DECLARE_SOA_COLUMN(BarrelAmbiguityOutOfBunch, barrelAmbiguityOutOfBunch, int8_t); //! Barrel track out of bunch ambiguity
DECLARE_SOA_BITMAP_COLUMN(IsBarrelSelectedPrefilter, isBarrelSelectedPrefilter, 32); //! Barrel prefilter decisions (joinable to ReducedTracksAssoc)
/*
DECLARE_SOA_BITMAP_COLUMN(IsMuonSelected, isMuonSelected, 32); //! Muon track decisions (joinable to ReducedMuonsAssoc)
DECLARE_SOA_COLUMN(MuonAmbiguityInBunch, muonAmbiguityInBunch, int8_t); //! Muon track in-bunch ambiguity
DECLARE_SOA_COLUMN(MuonAmbiguityOutOfBunch, muonAmbiguityOutOfBunch, int8_t); //! Muon track out of bunch ambiguity
*/
// Bcandidate columns for ML analysis of B->Jpsi+K
DECLARE_SOA_COLUMN(RunNumber, runNumber, uint64_t);
DECLARE_SOA_COLUMN(EventIdx, eventIdx, uint64_t);
DECLARE_SOA_COLUMN(EventTimestamp, eventTimestamp, uint64_t);
DECLARE_SOA_COLUMN(massBcandidate, MBcandidate, float);
DECLARE_SOA_COLUMN(MassDileptonCandidate, massDileptonCandidate, float);
DECLARE_SOA_COLUMN(deltaMassBcandidate, deltaMBcandidate, float);
DECLARE_SOA_COLUMN(pTBcandidate, PtBcandidate, float);
DECLARE_SOA_COLUMN(EtaBcandidate, etaBcandidate, float);
DECLARE_SOA_COLUMN(PhiBcandidate, phiBcandidate, float);
DECLARE_SOA_COLUMN(RapBcandidate, rapBcandidate, float);
DECLARE_SOA_COLUMN(LxyBcandidate, lxyBcandidate, float);
DECLARE_SOA_COLUMN(LxyBcandidateErr, lxyBcandidateErr, float);
DECLARE_SOA_COLUMN(LxyzBcandidate, lxyzBcandidate, float);
DECLARE_SOA_COLUMN(LxyzBcandidateErr, lxyzBcandidateErr, float);
DECLARE_SOA_COLUMN(LzBcandidate, lzBcandidate, float);
DECLARE_SOA_COLUMN(LzBcandidateErr, lzBcandidateErr, float);
DECLARE_SOA_COLUMN(TauxyBcandidate, tauxyBcandidate, float);
DECLARE_SOA_COLUMN(TauxyBcandidateErr, tauxyBcandidateErr, float);
DECLARE_SOA_COLUMN(TauzBcandidate, tauzBcandidate, float);
DECLARE_SOA_COLUMN(TauzBcandidateErr, tauzBcandidateErr, float);
DECLARE_SOA_COLUMN(MCLxyBcandidate, MClxyBcandidate, float);
DECLARE_SOA_COLUMN(MCLxyzBcandidate, MClxyzBcandidate, float);
DECLARE_SOA_COLUMN(MCLzBcandidate, MClzBcandidate, float);
DECLARE_SOA_COLUMN(MCTauxyBcandidate, MCtauxyBcandidate, float);
DECLARE_SOA_COLUMN(MCTauzBcandidate, MCtauzBcandidate, float);
DECLARE_SOA_COLUMN(CosPBcandidate, cosPBcandidate, float);
DECLARE_SOA_COLUMN(MCCosPBcandidate, MCcosPBcandidate, float);
DECLARE_SOA_COLUMN(Chi2Bcandidate, chi2Bcandidate, float);
DECLARE_SOA_COLUMN(GlobalIndexassoc, globalIndexassoc, uint64_t);
DECLARE_SOA_COLUMN(GlobalIndexleg1, globalIndexleg1, uint64_t);
DECLARE_SOA_COLUMN(GlobalIndexleg2, globalIndexleg2, uint64_t);
DECLARE_SOA_COLUMN(Ptassoc, ptassoc, float);
DECLARE_SOA_COLUMN(PINassoc, pINassoc, float);
DECLARE_SOA_COLUMN(Etaassoc, etaassoc, float);
DECLARE_SOA_COLUMN(Phiassoc, phiassoc, float);
DECLARE_SOA_COLUMN(Ptpair, ptpair, float);
DECLARE_SOA_COLUMN(Etapair, etapair, float);
DECLARE_SOA_COLUMN(Ptleg1, ptleg1, float);
DECLARE_SOA_COLUMN(PINleg1, pINleg1, float);
DECLARE_SOA_COLUMN(Etaleg1, etaleg1, float);
DECLARE_SOA_COLUMN(Phileg1, phileg1, float);
DECLARE_SOA_COLUMN(Ptleg2, ptleg2, float);
DECLARE_SOA_COLUMN(PINleg2, pINleg2, float);
DECLARE_SOA_COLUMN(Etaleg2, etaleg2, float);
DECLARE_SOA_COLUMN(Phileg2, phileg2, float);
DECLARE_SOA_COLUMN(TPCnsigmaKaassoc, tpcnsigmaKaassoc, float);
DECLARE_SOA_COLUMN(TPCnsigmaPiassoc, tpcnsigmaPiassoc, float);
DECLARE_SOA_COLUMN(TPCnsigmaPrassoc, tpcnsigmaPrassoc, float);
DECLARE_SOA_COLUMN(TOFnsigmaKaassoc, tofnsigmaKaassoc, float);
DECLARE_SOA_COLUMN(TPCnsigmaElleg1, tpcnsigmaElleg1, float);
DECLARE_SOA_COLUMN(TPCnsigmaPileg1, tpcnsigmaPileg1, float);
DECLARE_SOA_COLUMN(TPCnsigmaPrleg1, tpcnsigmaPrleg1, float);
DECLARE_SOA_COLUMN(TPCnsigmaElleg2, tpcnsigmaElleg2, float);
DECLARE_SOA_COLUMN(TPCnsigmaPileg2, tpcnsigmaPileg2, float);
DECLARE_SOA_COLUMN(TPCnsigmaPrleg2, tpcnsigmaPrleg2, float);
DECLARE_SOA_COLUMN(ITSClusterMapassoc, itsClusterMapassoc, uint8_t);
DECLARE_SOA_COLUMN(ITSClusterMapleg1, itsClusterMapleg1, uint8_t);
DECLARE_SOA_COLUMN(ITSClusterMapleg2, itsClusterMapleg2, uint8_t);
DECLARE_SOA_COLUMN(ITSChi2assoc, itsChi2assoc, float);
DECLARE_SOA_COLUMN(ITSChi2leg1, itsChi2leg1, float);
DECLARE_SOA_COLUMN(ITSChi2leg2, itsChi2leg2, float);
DECLARE_SOA_COLUMN(TPCNclsassoc, tpcNclsassoc, float);
DECLARE_SOA_COLUMN(TPCNclsleg1, tpcNclsleg1, float);
DECLARE_SOA_COLUMN(TPCNclsleg2, tpcNclsleg2, float);
DECLARE_SOA_COLUMN(TPCChi2assoc, tpcChi2assoc, float);
DECLARE_SOA_COLUMN(TPCChi2leg1, tpcChi2leg1, float);
DECLARE_SOA_COLUMN(TPCChi2leg2, tpcChi2leg2, float);
DECLARE_SOA_COLUMN(McFlag, mcFlag, int8_t);
DECLARE_SOA_BITMAP_COLUMN(IsJpsiFromBSelected, isJpsiFromBSelected, 32);
DECLARE_SOA_COLUMN(DeltaEta, deltaEta, float);
DECLARE_SOA_COLUMN(DeltaPhi, deltaPhi, float);
DECLARE_SOA_COLUMN(Massee, massee, float);
DECLARE_SOA_COLUMN(Etaee, etaee, float);
DECLARE_SOA_COLUMN(Rapee, rapee, float);
DECLARE_SOA_COLUMN(Phiee, phiee, float);
DECLARE_SOA_COLUMN(Ptee, ptee, float);
DECLARE_SOA_COLUMN(Lxyee, lxyee, float);
DECLARE_SOA_COLUMN(LxyeePoleMass, lxyeepolemass, float);
DECLARE_SOA_COLUMN(Lzee, lzee, float);
DECLARE_SOA_COLUMN(MultiplicityFT0A, multiplicityFT0AJPsi2ee, float);
DECLARE_SOA_COLUMN(MultiplicityFT0C, multiplicityFT0CJPsi2ee, float);
DECLARE_SOA_COLUMN(PercentileFT0M, percentileFT0MJPsi2ee, float);
DECLARE_SOA_COLUMN(MultiplicityNContrib, multiplicityNContribJPsi2ee, float);
DECLARE_SOA_COLUMN(AmbiguousInBunchPairs, AmbiguousJpsiPairsInBunch, bool);
DECLARE_SOA_COLUMN(AmbiguousOutOfBunchPairs, AmbiguousJpsiPairsOutOfBunch, bool);
DECLARE_SOA_COLUMN(Corrassoc, corrassoc, bool);
// Candidate columns efficiency calculation for prompt-non-prompt JPsi separation
DECLARE_SOA_COLUMN(OniaPt, oniaPt, float);
DECLARE_SOA_COLUMN(OniaY, oniaY, float);
DECLARE_SOA_COLUMN(OniaEta, oniaEta, float);
DECLARE_SOA_COLUMN(OniaPhi, oniaPhi, float);
DECLARE_SOA_COLUMN(OniaVz, oniaVz, float);
DECLARE_SOA_COLUMN(OniaVtxZ, oniaVtxZ, float);
} // namespace dqanalysisflags
DECLARE_SOA_TABLE(EventCuts, "AOD", "DQANAEVCUTS", dqanalysisflags::IsEventSelected); //! joinable to ReducedEvents
DECLARE_SOA_TABLE(MixingHashes, "AOD", "DQANAMIXHASHA", dqanalysisflags::MixingHash); //! joinable to ReducedEvents
DECLARE_SOA_TABLE(BarrelTrackCuts, "AOD", "DQANATRKCUTS", dqanalysisflags::IsBarrelSelected); //! joinable to ReducedTracksAssoc
DECLARE_SOA_TABLE(BarrelAmbiguities, "AOD", "DQBARRELAMB", dqanalysisflags::BarrelAmbiguityInBunch, dqanalysisflags::BarrelAmbiguityOutOfBunch); //! joinable to ReducedBarrelTracks
DECLARE_SOA_TABLE(Prefilter, "AOD", "DQPREFILTER", dqanalysisflags::IsBarrelSelectedPrefilter); //! joinable to ReducedTracksAssoc
DECLARE_SOA_TABLE(JPsieeCandidates, "AOD", "DQPSEUDOPROPER", dqanalysisflags::Massee, dqanalysisflags::Ptee, dqanalysisflags::Etaee, dqanalysisflags::Rapee, dqanalysisflags::Phiee, dqanalysisflags::Lxyee, dqanalysisflags::LxyeePoleMass, dqanalysisflags::Lzee, dqanalysisflags::AmbiguousInBunchPairs, dqanalysisflags::AmbiguousOutOfBunchPairs, dqanalysisflags::Corrassoc, dqanalysisflags::MultiplicityFT0A, dqanalysisflags::MultiplicityFT0C, dqanalysisflags::PercentileFT0M, dqanalysisflags::MultiplicityNContrib);
DECLARE_SOA_TABLE(OniaMCTruth, "AOD", "MCTRUTHONIA", dqanalysisflags::OniaPt, dqanalysisflags::OniaEta, dqanalysisflags::OniaY, dqanalysisflags::OniaPhi, dqanalysisflags::OniaVz, dqanalysisflags::OniaVtxZ, dqanalysisflags::MultiplicityFT0A, dqanalysisflags::MultiplicityFT0C, dqanalysisflags::PercentileFT0M, dqanalysisflags::MultiplicityNContrib);
/*DECLARE_SOA_TABLE(MuonTrackCuts, "AOD", "DQANAMUONCUTS", dqanalysisflags::IsMuonSelected); //! joinable to ReducedMuonsAssoc
DECLARE_SOA_TABLE(MuonAmbiguities, "AOD", "DQMUONAMB", dqanalysisflags::MuonAmbiguityInBunch, dqanalysisflags::MuonAmbiguityOutOfBunch); //! joinable to ReducedMuonTracks
*/
DECLARE_SOA_TABLE(BmesonCandidates, "AOD", "DQBMESONS",
dqanalysisflags::RunNumber, dqanalysisflags::EventIdx, dqanalysisflags::EventTimestamp,
dqanalysisflags::massBcandidate, dqanalysisflags::MassDileptonCandidate, dqanalysisflags::deltaMassBcandidate, dqanalysisflags::pTBcandidate, dqanalysisflags::EtaBcandidate, dqanalysisflags::PhiBcandidate, dqanalysisflags::RapBcandidate,
dqanalysisflags::LxyBcandidate, dqanalysisflags::LxyBcandidateErr, dqanalysisflags::LxyzBcandidate, dqanalysisflags::LxyzBcandidateErr, dqanalysisflags::LzBcandidate, dqanalysisflags::LzBcandidateErr,
dqanalysisflags::TauxyBcandidate, dqanalysisflags::TauxyBcandidateErr, dqanalysisflags::TauzBcandidate, dqanalysisflags::TauzBcandidateErr, dqanalysisflags::CosPBcandidate, dqanalysisflags::Chi2Bcandidate,
dqanalysisflags::MCLxyBcandidate, dqanalysisflags::MCLxyzBcandidate, dqanalysisflags::MCLzBcandidate,
dqanalysisflags::MCTauxyBcandidate, dqanalysisflags::MCTauzBcandidate, dqanalysisflags::MCCosPBcandidate,
dqanalysisflags::GlobalIndexassoc, dqanalysisflags::GlobalIndexleg1, dqanalysisflags::GlobalIndexleg2,
dqanalysisflags::PINassoc, dqanalysisflags::Etaassoc, dqanalysisflags::Ptpair, dqanalysisflags::Etapair,
dqanalysisflags::PINleg1, dqanalysisflags::Etaleg1, dqanalysisflags::PINleg2, dqanalysisflags::Etaleg2,
dqanalysisflags::TPCnsigmaKaassoc, dqanalysisflags::TPCnsigmaPiassoc, dqanalysisflags::TPCnsigmaPrassoc, dqanalysisflags::TOFnsigmaKaassoc,
dqanalysisflags::TPCnsigmaElleg1, dqanalysisflags::TPCnsigmaPileg1, dqanalysisflags::TPCnsigmaPrleg1,
dqanalysisflags::TPCnsigmaElleg2, dqanalysisflags::TPCnsigmaPileg2, dqanalysisflags::TPCnsigmaPrleg2,
dqanalysisflags::ITSClusterMapassoc, dqanalysisflags::ITSClusterMapleg1, dqanalysisflags::ITSClusterMapleg2,
dqanalysisflags::ITSChi2assoc, dqanalysisflags::ITSChi2leg1, dqanalysisflags::ITSChi2leg2,
dqanalysisflags::TPCNclsassoc, dqanalysisflags::TPCNclsleg1, dqanalysisflags::TPCNclsleg2,
dqanalysisflags::TPCChi2assoc, dqanalysisflags::TPCChi2leg1, dqanalysisflags::TPCChi2leg2,
dqanalysisflags::IsJpsiFromBSelected, dqanalysisflags::IsBarrelSelected, dqanalysisflags::McFlag);
/*DECLARE_SOA_TABLE(JPsiMuonCandidates, "AOD", "DQJPSIMUONA",
dqanalysisflags::DeltaEta, dqanalysisflags::DeltaPhi,
dqanalysisflags::MassDileptonCandidate, dqanalysisflags::Ptpair, dqanalysisflags::Etapair, dqanalysisflags::Ptassoc, dqanalysisflags::Etaassoc, dqanalysisflags::Phiassoc,
dqanalysisflags::Ptleg1, dqanalysisflags::Etaleg1, dqanalysisflags::Phileg1, dqanalysisflags::Ptleg2, dqanalysisflags::Etaleg2, dqanalysisflags::Phileg2,
dqanalysisflags::McFlag);*/
} // namespace o2::aod
// Declarations of various short names
// using MyEvents = soa::Join<aod::ReducedEvents, aod::ReducedEventsExtended, aod::ReducedMCEventLabels>;
/*using MyEventsSelected = soa::Join<aod::ReducedEvents, aod::ReducedEventsExtended, aod::EventCuts, aod::ReducedMCEventLabels>;
using MyEventsVtxCov = soa::Join<aod::ReducedEvents, aod::ReducedEventsExtended, aod::ReducedEventsVtxCov, aod::ReducedMCEventLabels>;
using MyEventsVtxCovSelectedMultExtra = soa::Join<aod::ReducedEvents, aod::ReducedEventsExtended, aod::ReducedEventsVtxCov, aod::EventCuts, aod::ReducedEventsMultPV, aod::ReducedEventsMultAll, aod::ReducedMCEventLabels>;
using MyEventsVtxCovSelectedQvector = soa::Join<aod::ReducedEvents, aod::ReducedEventsExtended, aod::ReducedEventsVtxCov, aod::EventCuts, aod::ReducedEventsQvector>;
using MyEventsQvector = soa::Join<aod::ReducedEvents, aod::ReducedEventsExtended, aod::ReducedEventsQvector>;
using MyEventsVtxCovHashSelected = soa::Join<aod::ReducedEvents, aod::ReducedEventsExtended, aod::ReducedEventsVtxCov, aod::EventCuts, aod::ReducedMCEventLabels, aod::MixingHashes>;
using MyBarrelTracks = soa::Join<aod::ReducedTracks, aod::ReducedTracksBarrel, aod::ReducedTracksBarrelPID, aod::ReducedTracksBarrelLabels>;
using MyBarrelTracksWithAmbiguities = soa::Join<aod::ReducedTracks, aod::ReducedTracksBarrel, aod::ReducedTracksBarrelPID, aod::BarrelAmbiguities, aod::ReducedTracksBarrelLabels>;
using MyBarrelTracksWithCov = soa::Join<aod::ReducedTracks, aod::ReducedTracksBarrel, aod::ReducedTracksBarrelCov, aod::ReducedTracksBarrelPID, aod::ReducedTracksBarrelLabels>;
using MyBarrelTracksWithCovWithAmbiguities = soa::Join<aod::ReducedTracks, aod::ReducedTracksBarrel, aod::ReducedTracksBarrelCov, aod::ReducedTracksBarrelPID, aod::BarrelAmbiguities, aod::ReducedTracksBarrelLabels>;
using MyBarrelTracksWithCovWithAmbiguitiesWithColl = soa::Join<aod::ReducedTracks, aod::ReducedTracksBarrel, aod::ReducedTracksBarrelCov, aod::ReducedTracksBarrelPID, aod::BarrelAmbiguities, aod::ReducedTracksBarrelLabels, aod::ReducedTracksBarrelInfo>;
using MyDitrackCandidates = soa::Join<aod::Ditracks, aod::DitracksExtra>;
using MyDimuonCandidates = soa::Join<aod::Dimuons, aod::DimuonsExtra>;
using MyMuonTracksWithCovWithAmbiguities = soa::Join<aod::ReducedMuons, aod::ReducedMuonsExtra, aod::ReducedMuonsCov, aod::MuonAmbiguities, aod::ReducedMuonsLabels>;
*/
// using MyMuonTracksSelectedWithColl = soa::Join<aod::ReducedMuons, aod::ReducedMuonsExtra, aod::ReducedMuonsInfo, aod::MuonTrackCuts>;
using MyEvents = soa::Join<aod::Collisions, aod::EvSels, aod::Mults, aod::MultsExtra, aod::McCollisionLabels>;
using MyEventsSelected = soa::Join<aod::Collisions, aod::EvSels, aod::Mults, aod::MultsExtra, aod::McCollisionLabels, aod::EventCuts>;
using MyEventsHashSelected = soa::Join<aod::Collisions, aod::EvSels, aod::Mults, aod::MultsExtra, aod::McCollisionLabels, aod::EventCuts, aod::MixingHashes>;
using MyBarrelTracksWithCov = soa::Join<aod::Tracks, aod::TracksExtra, aod::TracksCov, aod::TracksDCA,
aod::pidTPCFullEl, aod::pidTPCFullMu, aod::pidTPCFullPi,
aod::pidTPCFullKa, aod::pidTPCFullPr,
aod::pidTOFFullEl, aod::pidTOFFullMu, aod::pidTOFFullPi,
aod::pidTOFFullKa, aod::pidTOFFullPr, aod::pidTOFbeta,
aod::McTrackLabels>;
using MyBarrelTracksWithCovNoTOF = soa::Join<aod::Tracks, aod::TracksExtra, aod::TracksCov, aod::TracksDCA,
aod::pidTPCFullEl, aod::pidTPCFullMu, aod::pidTPCFullPi,
aod::pidTPCFullKa, aod::pidTPCFullPr,
aod::McTrackLabels>;
using MyBarrelTracksWithCovWithAmbiguities = soa::Join<aod::Tracks, aod::TracksExtra, aod::TracksCov, aod::TracksDCA,
aod::pidTPCFullEl, aod::pidTPCFullMu, aod::pidTPCFullPi,
aod::pidTPCFullKa, aod::pidTPCFullPr,
aod::McTrackLabels, aod::BarrelAmbiguities>;
using MyDielectronCandidates = soa::Join<aod::Dielectrons, aod::DielectronsExtra>;
// using MyMuons = soa::Join<aod::FwdTracks, aod::McFwdTrackLabels, aod::FwdTracksDCA>;
// using MyMuonsWithCov = soa::Join<aod::FwdTracks, aod::FwdTracksCov, aod::McFwdTrackLabels, aod::FwdTracksDCA>;
// bit maps used for the Fill functions of the VarManager
constexpr static uint32_t gkEventFillMapWithMults = VarManager::ObjTypes::BC | VarManager::ObjTypes::Collision | VarManager::ObjTypes::CollisionMult | VarManager::ObjTypes::CollisionMultExtra;
constexpr static uint32_t gkTrackFillMapWithCov = VarManager::ObjTypes::Track | VarManager::ObjTypes::TrackExtra | VarManager::ObjTypes::TrackDCA | VarManager::ObjTypes::TrackCov | VarManager::ObjTypes::TrackPID;
constexpr static uint32_t gkTrackFillMapWithCovNoTOF = VarManager::ObjTypes::Track | VarManager::ObjTypes::TrackExtra | VarManager::ObjTypes::TrackDCA | VarManager::ObjTypes::TrackCov | VarManager::ObjTypes::TrackTPCPID | VarManager::ObjTypes::TrackTOFService;
// constexpr static uint32_t gkTrackFillMap = VarManager::ObjTypes::ReducedTrack | VarManager::ObjTypes::ReducedTrackBarrel | VarManager::ObjTypes::ReducedTrackBarrelPID;
// constexpr static uint32_t gkTrackFillMapWithCov = VarManager::ObjTypes::ReducedTrack | VarManager::ObjTypes::ReducedTrackBarrel | VarManager::ObjTypes::ReducedTrackBarrelCov | VarManager::ObjTypes::ReducedTrackBarrelPID;
// constexpr static uint32_t gkTrackFillMapWithCovWithColl = VarManager::ObjTypes::ReducedTrack | VarManager::ObjTypes::ReducedTrackBarrel | VarManager::ObjTypes::ReducedTrackBarrelCov | VarManager::ObjTypes::ReducedTrackBarrelPID | VarManager::ObjTypes::ReducedTrackCollInfo;
// constexpr static uint32_t gkMuonFillMap = VarManager::ObjTypes::Muon;
// constexpr static uint32_t gkMuonFillMapWithCov = VarManager::ObjTypes::Muon | VarManager::ObjTypes::MuonCov;
constexpr static uint32_t gkDileptonFillMap = VarManager::ObjTypes::ReducedTrack | VarManager::ObjTypes::Pair; // fill map
// Global function used to define needed histogram classes
void DefineHistograms(HistogramManager* histMan, TString histClasses, const char* histGroups); // defines histograms for all tasks
template <typename TMap>
void PrintBitMap(TMap map, int nbits)
{
for (int i = 0; i < nbits; i++) {
cout << ((map & (TMap(1) << i)) > 0 ? "1" : "0");
}
}
// Analysis task that produces event decisions and the Hash table used in event mixing
struct AnalysisEventSelection {
Produces<aod::EventCuts> eventSel;
Produces<aod::MixingHashes> hash;
OutputObj<THashList> fOutputList{"output"};
Configurable<std::string> fConfigMixingVariables{"cfgMixingVars", "", "Mixing configs separated by a comma, default no mixing"};
Configurable<std::string> fConfigEventCuts{"cfgEventCuts", "eventStandard", "Event selection"};
Configurable<std::string> fConfigEventCutsJSON{"cfgEventCutsJSON", "", "Additional event cuts specified in JSON format"};
Configurable<bool> fConfigQA{"cfgQA", false, "If true, fill QA histograms"};
Configurable<std::string> fConfigAddEventHistogram{"cfgAddEventHistogram", "", "Comma separated list of histograms"};
Configurable<std::string> fConfigAddEventMCHistogram{"cfgAddEventMCHistogram", "generator", "Comma separated list of histograms"};
Configurable<std::string> fConfigAddJSONHistograms{"cfgAddJSONHistograms", "", "Add event histograms defined via JSON formatting (see HistogramsLibrary)"};
Configurable<float> fConfigSplitCollisionsDeltaZ{"cfgSplitCollisionsDeltaZ", 1.0, "maximum delta-z (cm) between two collisions to consider them as split candidates"};
Configurable<unsigned int> fConfigSplitCollisionsDeltaBC{"cfgSplitCollisionsDeltaBC", 100, "maximum delta-BC between two collisions to consider them as split candidates; do not apply if value is negative"};
Configurable<bool> fConfigCheckSplitCollisions{"cfgCheckSplitCollisions", false, "If true, run the split collision check and fill histograms"};
Configurable<std::string> fConfigCcdbUrl{"ccdb-url", "http://alice-ccdb.cern.ch", "url of the ccdb repository"};
Configurable<int64_t> fConfigNoLaterThan{"ccdb-no-later-than", std::chrono::duration_cast<std::chrono::milliseconds>(std::chrono::system_clock::now().time_since_epoch()).count(), "latest acceptable timestamp of creation for the object"};
HistogramManager* fHistMan = nullptr;
MixingHandler* fMixHandler = nullptr;
AnalysisCompositeCut* fEventCut;
Service<o2::ccdb::BasicCCDBManager> fCCDB;
o2::ccdb::CcdbApi fCCDBApi;
std::map<int64_t, bool> fSelMap; // key: reduced event global index, value: event selection decision
std::map<uint64_t, std::vector<int64_t>> fBCCollMap; // key: global BC, value: vector of reduced event global indices
int fCurrentRun;
void init(o2::framework::InitContext& context)
{
cout << "AnalysisEventSelection::init() called" << endl;
if (context.mOptions.get<bool>("processDummy")) {
return;
}
VarManager::SetDefaultVarNames();
fEventCut = new AnalysisCompositeCut(true);
TString eventCutStr = fConfigEventCuts.value;
if (eventCutStr != "") {
AnalysisCut* cut = dqcuts::GetAnalysisCut(eventCutStr.Data());
if (cut != nullptr) {
fEventCut->AddCut(cut);
}
}
// Additional cuts via JSON
TString eventCutJSONStr = fConfigEventCutsJSON.value;
if (eventCutJSONStr != "") {
std::vector<AnalysisCut*> jsonCuts = dqcuts::GetCutsFromJSON(eventCutJSONStr.Data());
for (auto& cutIt : jsonCuts) {
fEventCut->AddCut(cutIt);
}
}
VarManager::SetUseVars(AnalysisCut::fgUsedVars); // provide the list of required variables so that VarManager knows what to fill
if (fConfigQA) {
fHistMan = new HistogramManager("analysisHistos", "", VarManager::kNVars);
fHistMan->SetUseDefaultVariableNames(true);
fHistMan->SetDefaultVarNames(VarManager::fgVariableNames, VarManager::fgVariableUnits);
DefineHistograms(fHistMan, "TimeFrameStats;Event_BeforeCuts;Event_AfterCuts;", fConfigAddEventHistogram.value.data());
if (fConfigCheckSplitCollisions) {
DefineHistograms(fHistMan, "OutOfBunchCorrelations;SameBunchCorrelations;", "");
}
DefineHistograms(fHistMan, "EventsMC", fConfigAddEventMCHistogram.value.data());
dqhistograms::AddHistogramsFromJSON(fHistMan, fConfigAddJSONHistograms.value.c_str()); // aditional histograms via JSON
VarManager::SetUseVars(fHistMan->GetUsedVars());
fOutputList.setObject(fHistMan->GetMainHistogramList());
}
TString mixVarsString = fConfigMixingVariables.value;
std::unique_ptr<TObjArray> objArray(mixVarsString.Tokenize(","));
if (objArray->GetEntries() > 0) {
fMixHandler = new MixingHandler("mixingHandler", "mixing handler");
fMixHandler->Init();
for (int iVar = 0; iVar < objArray->GetEntries(); ++iVar) {
dqmixing::SetUpMixing(fMixHandler, objArray->At(iVar)->GetName());
}
}
fCurrentRun = -1;
fCCDB->setURL(fConfigCcdbUrl.value);
fCCDB->setCaching(true);
fCCDB->setLocalObjectValidityChecking();
fCCDB->setCreatedNotAfter(fConfigNoLaterThan.value);
fCCDBApi.init(fConfigCcdbUrl.value);
cout << "AnalysisEventSelection::init() completed" << endl;
}
template <uint32_t TEventFillMap, typename TEvents, typename TEventsMC>
void runEventSelection(TEvents const& events, BCsWithTimestamps const& bcs, TEventsMC const& mcEvents)
{
cout << "AnalysisEventSelection::runEventSelection() called with " << events.size() << " events and " << bcs.size() << " BCs" << endl;
if (bcs.size() > 0 && bcs.begin().runNumber() != fCurrentRun) {
std::map<std::string, std::string> metadataRCT, header;
header = fCCDBApi.retrieveHeaders(Form("RCT/Info/RunInformation/%i", bcs.begin().runNumber()), metadataRCT, -1);
uint64_t sor = std::atol(header["SOR"].c_str());
uint64_t eor = std::atol(header["EOR"].c_str());
VarManager::SetSORandEOR(sor, eor);
}
cout << "Filling TimeFrame statistics histograms" << endl;
VarManager::ResetValues(0, VarManager::kNEventWiseVariables);
VarManager::FillTimeFrame(bcs);
VarManager::FillTimeFrame(events);
VarManager::FillTimeFrame(mcEvents);
if (fConfigQA) {
fHistMan->FillHistClass("TimeFrameStats", VarManager::fgValues);
}
fSelMap.clear();
fBCCollMap.clear();
// int iEvent = 0;
cout << "Starting event loop for event selection" << endl;
for (auto& event : events) {
auto bc = event.template bc_as<BCsWithTimestamps>();
// check if there is a mismatch between the collision associated BC and the recomputed one in event selection
// auto bcEvSel = event.template foundBC_as<BCsWithTimestamps>();
// cout << "Processing event with global index " << event.globalIndex() << " in BC " << bc.globalBC() << " (run " << bc.runNumber() << ", timestamp " << bc.timestamp() << ")" << endl;
// Reset the fValues array and fill event observables
VarManager::ResetValues(VarManager::kNTFWiseVariables, VarManager::kNEventWiseVariables);
VarManager::FillBC(bc);
VarManager::FillEvent<TEventFillMap>(event);
if (event.has_mcCollision()) {
auto mcCollision = event.template mcCollision_as<TEventsMC>();
VarManager::FillEvent<VarManager::ObjTypes::CollisionMC>(mcCollision);
}
// cout << "Filled event observables: " << endl;
bool decision = false;
// if QA is requested fill histograms before event selections
if (fConfigQA) {
fHistMan->FillHistClass("Event_BeforeCuts", VarManager::fgValues); // automatically fill all the histograms in the class Event
}
if (fEventCut->IsSelected(VarManager::fgValues)) {
if (fConfigQA) {
fHistMan->FillHistClass("Event_AfterCuts", VarManager::fgValues);
}
decision = true;
}
fSelMap[event.globalIndex()] = decision;
if (fBCCollMap.find(bc.globalBC()) == fBCCollMap.end()) {
std::vector<int64_t> evIndices = {event.globalIndex()};
fBCCollMap[bc.globalBC()] = evIndices;
} else {
auto& evIndices = fBCCollMap[bc.globalBC()];
evIndices.push_back(event.globalIndex());
}
if (fMixHandler != nullptr) {
int hh = fMixHandler->FindEventCategory(VarManager::fgValues);
hash(hh);
}
}
for (auto& event : mcEvents) {
// Reset the fValues array and fill event observables
VarManager::ResetValues(0, VarManager::kNEventWiseVariables);
VarManager::FillEvent<VarManager::ObjTypes::CollisionMC>(event);
if (fConfigQA) {
fHistMan->FillHistClass("EventsMC", VarManager::fgValues);
}
}
cout << "AnalysisEventSelection::runEventSelection() completed" << endl;
}
template <uint32_t TEventFillMap, typename TEvents>
void publishSelections(TEvents const& events)
{
cout << "AnalysisEventSelection::publishSelections() called" << endl;
std::map<int64_t, bool> collisionSplittingMap; // key: event global index, value: whether pileup event is a possible splitting
// Reset the fValues array and fill event observables
VarManager::ResetValues(0, VarManager::kNEventWiseVariables);
// loop over the BC map, get the collision vectors and make in-bunch and out of bunch 2-event correlations
for (auto bc1It = fBCCollMap.begin(); bc1It != fBCCollMap.end(); ++bc1It) {
uint64_t bc1 = bc1It->first;
auto const& bc1Events = bc1It->second;
// same bunch event correlations, if more than 1 collisions in this bunch
if (bc1Events.size() > 1) {
for (auto ev1It = bc1Events.begin(); ev1It != bc1Events.end(); ++ev1It) {
auto ev1 = events.rawIteratorAt(*ev1It);
for (auto ev2It = std::next(ev1It); ev2It != bc1Events.end(); ++ev2It) {
auto ev2 = events.rawIteratorAt(*ev2It);
// compute 2-event quantities and mark the candidate split collisions
VarManager::FillTwoEvents(ev1, ev2);
if (TMath::Abs(VarManager::fgValues[VarManager::kTwoEvDeltaZ]) < fConfigSplitCollisionsDeltaZ) { // this is a possible collision split
collisionSplittingMap[*ev1It] = true;
collisionSplittingMap[*ev2It] = true;
}
if (fConfigQA) {
fHistMan->FillHistClass("SameBunchCorrelations", VarManager::fgValues);
}
} // end second event loop
} // end first event loop
} // end if BC1 events > 1
// loop over the following BCs in the TF
for (auto bc2It = std::next(bc1It); bc2It != fBCCollMap.end(); ++bc2It) {
uint64_t bc2 = bc2It->first;
if ((bc2 > bc1 ? bc2 - bc1 : bc1 - bc2) > fConfigSplitCollisionsDeltaBC) {
break;
}
auto const& bc2Events = bc2It->second;
// loop over events in the first BC
for (auto ev1It : bc1Events) {
auto ev1 = events.rawIteratorAt(ev1It);
// loop over events in the second BC
for (auto ev2It : bc2Events) {
auto ev2 = events.rawIteratorAt(ev2It);
// compute 2-event quantities and mark the candidate split collisions
VarManager::FillTwoEvents(ev1, ev2);
if (TMath::Abs(VarManager::fgValues[VarManager::kTwoEvDeltaZ]) < fConfigSplitCollisionsDeltaZ) { // this is a possible collision split
collisionSplittingMap[ev1It] = true;
collisionSplittingMap[ev2It] = true;
}
if (fConfigQA) {
fHistMan->FillHistClass("OutOfBunchCorrelations", VarManager::fgValues);
}
}
}
}
}
// publish the table
uint32_t evSel = static_cast<uint32_t>(0);
for (auto& event : events) {
evSel = 0;
if (fSelMap[event.globalIndex()]) { // event passed the user cuts
evSel |= (static_cast<uint32_t>(1) << 0);
}
auto bc = event.template bc_as<BCsWithTimestamps>();
std::vector<int64_t> sameBunchEvents = fBCCollMap[bc.globalBC()];
if (sameBunchEvents.size() > 1) { // event with in-bunch pileup
evSel |= (static_cast<uint32_t>(1) << 1);
}
if (collisionSplittingMap.find(event.globalIndex()) != collisionSplittingMap.end()) { // event with possible fake in-bunch pileup (collision splitting)
evSel |= (static_cast<uint32_t>(1) << 2);
}
eventSel(evSel);
}
cout << "AnalysisEventSelection::publishSelections() completed" << endl;
}
void processDirect(MyEvents const& events, BCsWithTimestamps const& bcs, soa::Join<aod::McCollisions, aod::McCollsExtra, aod::MultMCExtras> const& mcEvents)
{
cout << "AnalysisEventSelection::processDirect() called" << endl;
runEventSelection<gkEventFillMapWithMults>(events, bcs, mcEvents);
publishSelections<gkEventFillMapWithMults>(events);
cout << "AnalysisEventSelection::processDirect() completed" << endl;
}
void processDummy(aod::Collisions&)
{
// do nothing
}
PROCESS_SWITCH(AnalysisEventSelection, processDirect, "Run event selection on framework AO2Ds", false);
PROCESS_SWITCH(AnalysisEventSelection, processDummy, "Dummy function", true);
};
struct AnalysisTrackSelection {
Produces<aod::BarrelTrackCuts> trackSel;
Produces<aod::BarrelAmbiguities> trackAmbiguities;
OutputObj<THashList> fOutputList{"output"};
Configurable<std::string> fConfigCuts{"cfgTrackCuts", "jpsiO2MCdebugCuts2", "Comma separated list of barrel track cuts"};
Configurable<std::string> fConfigCutsJSON{"cfgBarrelTrackCutsJSON", "", "Additional list of barrel track cuts in JSON format"};
Configurable<bool> fConfigQA{"cfgQA", false, "If true, fill QA histograms"};
Configurable<std::string> fConfigAddTrackHistogram{"cfgAddTrackHistogram", "", "Comma separated list of histograms"};
Configurable<std::string> fConfigAddJSONHistograms{"cfgAddJSONHistograms", "", "Histograms in JSON format"};
Configurable<bool> fConfigPublishAmbiguity{"cfgPublishAmbiguity", true, "If true, publish ambiguity table and fill QA histograms"};
Configurable<std::string> fConfigCcdbUrl{"ccdb-url", "http://alice-ccdb.cern.ch", "url of the ccdb repository"};
Configurable<std::string> fConfigCcdbPathTPC{"ccdb-path-tpc", "Users/z/zhxiong/TPCPID/PostCalib", "base path to the ccdb object"};
Configurable<int64_t> fConfigNoLaterThan{"ccdb-no-later-than", std::chrono::duration_cast<std::chrono::milliseconds>(std::chrono::system_clock::now().time_since_epoch()).count(), "latest acceptable timestamp of creation for the object"};
Configurable<bool> fConfigComputeTPCpostCalib{"cfgTPCpostCalib", false, "If true, compute TPC post-calibrated n-sigmas"};
Configurable<std::string> grpmagPath{"grpmagPath", "GLO/Config/GRPMagField", "CCDB path of the GRPMagField object"};
Configurable<std::string> fConfigMCSignals{"cfgTrackMCSignals", "", "Comma separated list of MC signals"};
Configurable<std::string> fConfigMCSignalsJSON{"cfgTrackMCsignalsJSON", "", "Additional list of MC signals via JSON"};
Service<o2::ccdb::BasicCCDBManager> fCCDB;
Service<o2::pid::tof::TOFResponse> fTofResponse;
HistogramManager* fHistMan;
std::vector<AnalysisCompositeCut*> fTrackCuts;
std::vector<MCSignal*> fMCSignals; // list of signals to be checked
std::vector<TString> fHistNamesReco;
std::vector<TString> fHistNamesMCMatched;
int fCurrentRun; // current run (needed to detect run changes for loading CCDB parameters)
std::map<int64_t, std::vector<int64_t>> fNAssocsInBunch; // key: track global index, value: vector of global index for events associated in-bunch (events that have in-bunch pileup or splitting)
std::map<int64_t, std::vector<int64_t>> fNAssocsOutOfBunch; // key: track global index, value: vector of global index for events associated out-of-bunch (events that have no in-bunch pileup)
void init(o2::framework::InitContext& context)
{
cout << "AnalysisTrackSelection::init() called" << endl;
if (context.mOptions.get<bool>("processDummy")) {
return;
}
VarManager::SetDefaultVarNames();
fCurrentRun = 0;
TString cutNamesStr = fConfigCuts.value;
if (!cutNamesStr.IsNull()) {
std::unique_ptr<TObjArray> objArray(cutNamesStr.Tokenize(","));
for (int icut = 0; icut < objArray->GetEntries(); ++icut) {
fTrackCuts.push_back(dqcuts::GetCompositeCut(objArray->At(icut)->GetName()));
}
}
// add extra cuts from JSON
TString addTrackCutsStr = fConfigCutsJSON.value;
if (addTrackCutsStr != "") {
std::vector<AnalysisCut*> addTrackCuts = dqcuts::GetCutsFromJSON(addTrackCutsStr.Data());
for (auto& t : addTrackCuts) {
fTrackCuts.push_back(reinterpret_cast<AnalysisCompositeCut*>(t));
}
}
VarManager::SetUseVars(AnalysisCut::fgUsedVars); // provide the list of required variables so that VarManager knows what to fill
TString configSigNamesStr = fConfigMCSignals.value;
std::unique_ptr<TObjArray> sigNamesArray(configSigNamesStr.Tokenize(","));
// Setting the MC signals
for (int isig = 0; isig < sigNamesArray->GetEntries(); ++isig) {
MCSignal* sig = o2::aod::dqmcsignals::GetMCSignal(sigNamesArray->At(isig)->GetName());
if (sig) {
if (sig->GetNProngs() != 1) { // NOTE: only 1 prong signals
continue;
}
fMCSignals.push_back(sig);
}
}
// Add the MCSignals from the JSON config
TString addMCSignalsStr = fConfigMCSignalsJSON.value;
if (addMCSignalsStr != "") {
std::vector<MCSignal*> addMCSignals = dqmcsignals::GetMCSignalsFromJSON(addMCSignalsStr.Data());
for (auto& mcIt : addMCSignals) {
if (mcIt->GetNProngs() != 1) { // NOTE: only 1 prong signals
continue;
}
fMCSignals.push_back(mcIt);
}
}
if (fConfigQA) {
fHistMan = new HistogramManager("analysisHistos", "aa", VarManager::kNVars);
fHistMan->SetUseDefaultVariableNames(kTRUE);
fHistMan->SetDefaultVarNames(VarManager::fgVariableNames, VarManager::fgVariableUnits);
// Configure histogram classes for each track cut;
// Add histogram classes for each track cut and for each requested MC signal (reconstructed tracks with MC truth)
TString histClasses = "TimeFrameStats;AssocsBarrel_BeforeCuts;";
for (auto& cut : fTrackCuts) {
TString nameStr = Form("AssocsBarrel_%s", cut->GetName());
fHistNamesReco.push_back(nameStr);
histClasses += Form("%s;", nameStr.Data());
for (auto& sig : fMCSignals) {
TString nameStr2 = Form("AssocsCorrectBarrel_%s_%s", cut->GetName(), sig->GetName());
fHistNamesMCMatched.push_back(nameStr2);
histClasses += Form("%s;", nameStr2.Data());
nameStr2 = Form("AssocsIncorrectBarrel_%s_%s", cut->GetName(), sig->GetName());
fHistNamesMCMatched.push_back(nameStr2);
histClasses += Form("%s;", nameStr2.Data());
}
}
DefineHistograms(fHistMan, histClasses.Data(), fConfigAddTrackHistogram.value.data());
if (fConfigPublishAmbiguity) {
DefineHistograms(fHistMan, "TrackBarrel_AmbiguityInBunch;TrackBarrel_AmbiguityOutOfBunch;", "ambiguity");
}
dqhistograms::AddHistogramsFromJSON(fHistMan, fConfigAddJSONHistograms.value.c_str()); // ad-hoc histograms via JSON
VarManager::SetUseVars(fHistMan->GetUsedVars()); // provide the list of required variables so that VarManager knows what to fill
fOutputList.setObject(fHistMan->GetMainHistogramList());
}
fCCDB->setURL(fConfigCcdbUrl.value);
fCCDB->setCaching(true);
fCCDB->setLocalObjectValidityChecking();
fCCDB->setCreatedNotAfter(fConfigNoLaterThan.value);
fTofResponse->initSetup(fCCDB, context);
cout << "AnalysisTrackSelection::init() completed" << endl;
}
template <uint32_t TEventFillMap, uint32_t TTrackFillMap, typename TEvents, typename TTracks>
void runTrackSelection(TrackAssoc const& assocs, BCsWithTimestamps const& bcs, TEvents const& events, TTracks const& tracks, McCollisions const& /*eventsMC*/, McParticles const& tracksMC)
{
cout << "AnalysisTrackSelection::runTrackSelection() called with " << events.size() << " events, " << tracks.size() << " tracks and " << assocs.size() << " associations" << endl;
// determine if TEvents table contains aod::Collisions
// bool hasCollisions = std::is_same<typename TEvents::BaseType, aod::Collisions>::value;
fNAssocsInBunch.clear();
fNAssocsOutOfBunch.clear();
VarManager::ResetValues(0, VarManager::kNVars);
VarManager::FillTimeFrame(events);
VarManager::FillTimeFrame(tracks);
if (fConfigQA) {
fHistMan->FillHistClass("TimeFrameStats", VarManager::fgValues);
}
cout << "After filling TimeFrame statistics" << endl;
// TODO: Check if postcalibration needed for MC
if (bcs.size() > 0 && fCurrentRun != bcs.begin().runNumber()) {
if (fConfigComputeTPCpostCalib) {
auto calibList = fCCDB->getForTimeStamp<TList>(fConfigCcdbPathTPC.value, bcs.begin().timestamp());
VarManager::SetCalibrationObject(VarManager::kTPCElectronMean, calibList->FindObject("mean_map_electron"));
VarManager::SetCalibrationObject(VarManager::kTPCElectronSigma, calibList->FindObject("sigma_map_electron"));
VarManager::SetCalibrationObject(VarManager::kTPCPionMean, calibList->FindObject("mean_map_pion"));
VarManager::SetCalibrationObject(VarManager::kTPCPionSigma, calibList->FindObject("sigma_map_pion"));
VarManager::SetCalibrationObject(VarManager::kTPCProtonMean, calibList->FindObject("mean_map_proton"));
VarManager::SetCalibrationObject(VarManager::kTPCProtonSigma, calibList->FindObject("sigma_map_proton"));
}
o2::parameters::GRPMagField* grpmag = fCCDB->getForTimeStamp<o2::parameters::GRPMagField>(grpmagPath, bcs.begin().timestamp());
if (grpmag != nullptr) {
VarManager::SetMagneticField(grpmag->getNominalL3Field());
} else {
LOGF(fatal, "GRP object is not available in CCDB at timestamp=%llu", bcs.begin().timestamp());
}
fCurrentRun = bcs.begin().runNumber();
}
cout << "Starting loop over track associations" << endl;
trackSel.reserve(assocs.size());
trackAmbiguities.reserve(tracks.size());
// Loop over associations
for (auto& assoc : assocs) {
auto event = assoc.template collision_as<TEvents>();
if (!event.isEventSelected_bit(0)) {
trackSel(0);
continue;
}
// cout << "Processing association: event global index " << event.globalIndex() << endl;
VarManager::ResetValues(VarManager::kNTFWiseVariables, VarManager::kNBarrelTrackVariables);
// fill event information which might be needed in histograms/cuts that combine track and event properties
VarManager::FillEvent<TEventFillMap>(event);
if (event.has_mcCollision()) {
VarManager::FillEvent<VarManager::ObjTypes::CollisionMC>(event.mcCollision());
}
// cout << "Filled event observables for association" << endl;
auto track = tracks.rawIteratorAt(assoc.trackId());
VarManager::FillTrack<TTrackFillMap>(track);
// compute quantities which depend on the associated collision, such as DCA
VarManager::FillTrackCollision<TTrackFillMap>(track, event);
// cout << "Filled track observables for association" << endl;
bool isCorrectAssoc = false;
if (track.has_mcParticle()) {
auto trackMC = track.mcParticle();
auto eventMCfromTrack = trackMC.mcCollision();
if (event.has_mcCollision()) {
isCorrectAssoc = (eventMCfromTrack.globalIndex() == event.mcCollision().globalIndex());
}
VarManager::FillTrackMC(tracksMC, trackMC);
}
// cout << "Filled MC observables for association" << endl;
if (fConfigQA) {
fHistMan->FillHistClass("AssocsBarrel_BeforeCuts", VarManager::fgValues);
}
// cout << "Filled AssocsBarrel_BeforeCuts histograms" << endl;
int iCut = 0;
uint32_t filterMap = static_cast<uint32_t>(0);
for (auto cut = fTrackCuts.begin(); cut != fTrackCuts.end(); cut++, iCut++) {
if ((*cut)->IsSelected(VarManager::fgValues)) {
filterMap |= (static_cast<uint32_t>(1) << iCut);
if (fConfigQA) {
fHistMan->FillHistClass(fHistNamesReco[iCut], VarManager::fgValues);
}
}
} // end loop over cuts
trackSel(filterMap);
// cout << "Computed track cut filter map: " << endl;
// compute MC matching decisions and fill histograms for matched associations
int isig = 0;
if (fConfigQA) {
if (filterMap > 0 && track.has_mcParticle()) {
// cout << "Filling MC matched histograms for association" << endl;
// loop over all MC signals
for (auto sig = fMCSignals.begin(); sig != fMCSignals.end(); sig++, isig++) {
// cout << " Checking MC signal: " << (*sig)->GetName() << endl;
// check if this MC signal is matched
if ((*sig)->CheckSignal(true, track.mcParticle())) {
// cout << " Signal matched" << endl;
// loop over cuts and fill histograms for the cuts that are fulfilled
for (unsigned int icut = 0; icut < fTrackCuts.size(); icut++) {
// cout << " Checking track cut: " << fTrackCuts[icut]->GetName() << endl;
if (filterMap & (static_cast<uint32_t>(1) << icut)) {
// cout << " Cut matched, filling histograms" << endl;
if (isCorrectAssoc) {
// cout << " Correct association" << endl;
fHistMan->FillHistClass(fHistNamesMCMatched[icut * 2 * fMCSignals.size() + 2 * isig].Data(), VarManager::fgValues);
// cout << " Filled histogram dir: " << fHistNamesMCMatched[icut * 2 * fMCSignals.size() + 2 * isig].Data() << endl;
} else {
// cout << " Incorrect association" << endl;
fHistMan->FillHistClass(fHistNamesMCMatched[icut * 2 * fMCSignals.size() + 2 * isig + 1].Data(), VarManager::fgValues);
// cout << " Filled histogram dir: " << fHistNamesMCMatched[icut * 2 * fMCSignals.size() + 2 * isig + 1].Data() << endl;
}
}
} // end loop over cuts
}
} // end loop over MC signals
} // end if (filterMap > 0)
} // end if (fConfigQA)
// cout << "Completed filling MC matched histograms for association" << endl;
// count the number of associations per track
if (fConfigPublishAmbiguity && filterMap > 0) {
if (event.isEventSelected_bit(1)) {
// for this track, count the number of associated collisions with in-bunch pileup and out of bunch associations
if (fNAssocsInBunch.find(track.globalIndex()) == fNAssocsInBunch.end()) {
std::vector<int64_t> evVector = {event.globalIndex()};
fNAssocsInBunch[track.globalIndex()] = evVector;
} else {
auto& evVector = fNAssocsInBunch[track.globalIndex()];
evVector.push_back(event.globalIndex());
}
} else {
if (fNAssocsOutOfBunch.find(track.globalIndex()) == fNAssocsOutOfBunch.end()) {
std::vector<int64_t> evVector = {event.globalIndex()};
fNAssocsOutOfBunch[track.globalIndex()] = evVector;
} else {
auto& evVector = fNAssocsOutOfBunch[track.globalIndex()];
evVector.push_back(event.globalIndex());
}
}
}
} // end loop over associations
// cout << "Completed loop over track associations" << endl;
// QA the collision-track associations
// TODO: some tracks can be associated to both collisions that have in bunch pileup and collisions from different bunches
// So one could QA these tracks separately
if (fConfigPublishAmbiguity) {
if (fConfigQA) {
for (auto& [trackIdx, evIndices] : fNAssocsInBunch) {
if (evIndices.size() == 1) {
continue;
}
auto track = tracks.rawIteratorAt(trackIdx);
VarManager::ResetValues(0, VarManager::kNBarrelTrackVariables);
VarManager::FillTrack<TTrackFillMap>(track);
VarManager::fgValues[VarManager::kBarrelNAssocsInBunch] = static_cast<float>(evIndices.size());
fHistMan->FillHistClass("TrackBarrel_AmbiguityInBunch", VarManager::fgValues);
} // end loop over in-bunch ambiguous tracks
for (auto& [trackIdx, evIndices] : fNAssocsOutOfBunch) {
if (evIndices.size() == 1) {
continue;
}
auto track = tracks.rawIteratorAt(trackIdx);
VarManager::ResetValues(0, VarManager::kNBarrelTrackVariables);
VarManager::FillTrack<TTrackFillMap>(track);
VarManager::fgValues[VarManager::kBarrelNAssocsOutOfBunch] = static_cast<float>(evIndices.size());
fHistMan->FillHistClass("TrackBarrel_AmbiguityOutOfBunch", VarManager::fgValues);
} // end loop over out-of-bunch ambiguous tracks
}
// publish the ambiguity table
for (auto& track : tracks) {
int8_t nInBunch = 0;
if (fNAssocsInBunch.find(track.globalIndex()) != fNAssocsInBunch.end()) {
nInBunch = fNAssocsInBunch[track.globalIndex()].size();
}
int8_t nOutOfBunch = 0;
if (fNAssocsOutOfBunch.find(track.globalIndex()) != fNAssocsOutOfBunch.end()) {
nOutOfBunch = fNAssocsOutOfBunch[track.globalIndex()].size();
}
trackAmbiguities(nInBunch, nOutOfBunch);
}
}
cout << "AnalysisTrackSelection::runTrackSelection() completed" << endl;
} // end runTrackSelection()
void processWithCov(TrackAssoc const& assocs, BCsWithTimestamps const& bcs, MyEventsSelected const& events, MyBarrelTracksWithCov const& tracks,
McCollisions const& eventsMC, McParticles const& tracksMC)
{
cout << "AnalysisTrackSelection::processWithCov() called" << endl;
runTrackSelection<gkEventFillMapWithMults, gkTrackFillMapWithCov>(assocs, bcs, events, tracks, eventsMC, tracksMC);
cout << "AnalysisTrackSelection::processWithCov() completed" << endl;
}
void processWithCovTOFService(TrackAssoc const& assocs, BCsWithTimestamps const& bcs, MyEventsSelected const& events, MyBarrelTracksWithCovNoTOF const& tracks,
McCollisions const& eventsMC, McParticles const& tracksMC)
{
cout << "AnalysisTrackSelection::processWithCov() called" << endl;
fTofResponse->processSetup(bcs.iteratorAt(0));
auto tracksWithTOFservice = soa::Attach<MyBarrelTracksWithCovNoTOF, o2::aod::TOFNSigmaDynEl, o2::aod::TOFNSigmaDynPi, o2::aod::TOFNSigmaDynKa, o2::aod::TOFNSigmaDynPr>(tracks);
runTrackSelection<gkEventFillMapWithMults, gkTrackFillMapWithCovNoTOF>(assocs, bcs, events, tracksWithTOFservice, eventsMC, tracksMC);
cout << "AnalysisTrackSelection::processWithCov() completed" << endl;
}
void processDummy(MyEvents&)
{
// do nothing
}
PROCESS_SWITCH(AnalysisTrackSelection, processWithCov, "Run barrel track selection on DQ skimmed tracks w/ cov matrix associations", false);
PROCESS_SWITCH(AnalysisTrackSelection, processWithCovTOFService, "Run barrel track selection on DQ skimmed tracks w/ cov matrix associations, with TOF service", false);
PROCESS_SWITCH(AnalysisTrackSelection, processDummy, "Dummy function", true);
};
struct AnalysisPrefilterSelection {
Produces<aod::Prefilter> prefilter; // joinable with TracksAssoc
// Configurables
Configurable<std::string> fConfigPrefilterTrackCut{"cfgPrefilterTrackCut", "", "Prefilter track cut"};
Configurable<std::string> fConfigPrefilterPairCut{"cfgPrefilterPairCut", "", "Prefilter pair cut"};
Configurable<std::string> fConfigTrackCuts{"cfgTrackCuts", "", "Track cuts for which to run the prefilter"};
// Track related options
Configurable<bool> fPropTrack{"cfgPropTrack", false, "Propagate tracks to associated collision to recalculate DCA and momentum vector"};
std::map<uint32_t, uint32_t> fPrefilterMap;
AnalysisCompositeCut* fPairCut;
uint32_t fPrefilterMask;
int fPrefilterCutBit;
Preslice<aod::TrackAssoc> trackAssocsPerCollision = aod::track_association::collisionId;
void init(o2::framework::InitContext& context)
{
cout << "AnalysisPrefilterSelection::init() called" << endl;
if (context.mOptions.get<bool>("processDummy")) {
return;
}
bool runPrefilter = true;
// get the list of track cuts to be prefiltered
TString trackCutsStr = fConfigTrackCuts.value;
TObjArray* objArrayTrackCuts = nullptr;
if (!trackCutsStr.IsNull()) {
objArrayTrackCuts = trackCutsStr.Tokenize(",");
if (objArrayTrackCuts == nullptr) {
runPrefilter = false;
}
} else {
LOG(warn) << " No track cuts to prefilter! Prefilter will not be run";
runPrefilter = false;
}
// get the cut to be used as loose selection
TString prefilterTrackCutStr = fConfigPrefilterTrackCut.value;
if (prefilterTrackCutStr.IsNull()) {
LOG(warn) << " No prefilter loose selection specified! Prefilter will not be run";
runPrefilter = false;
}
fPrefilterMask = 0;
fPrefilterCutBit = -1;
if (runPrefilter) {
// get the list of cuts that were computed in the barrel track-selection task and create a bit mask
// to mark just the ones we want to apply a prefilter on
string trackCuts;
getTaskOptionValue<string>(context, "analysis-track-selection", "cfgTrackCuts", trackCuts, false);
TString allTrackCutsStr = trackCuts;
// check also the cuts added via JSON and add them to the string of cuts
getTaskOptionValue<string>(context, "analysis-track-selection", "cfgBarrelTrackCutsJSON", trackCuts, false);
TString addTrackCutsStr = trackCuts;
if (addTrackCutsStr != "") {
std::vector<AnalysisCut*> addTrackCuts = dqcuts::GetCutsFromJSON(addTrackCutsStr.Data());
for (auto& t : addTrackCuts) {
allTrackCutsStr += Form(",%s", t->GetName());
}
}
std::unique_ptr<TObjArray> objArray(allTrackCutsStr.Tokenize(","));
if (objArray == nullptr) {
LOG(fatal) << " Not getting any track cuts from the barrel-track-selection ";
}
if (objArray->FindObject(prefilterTrackCutStr.Data()) == nullptr) {
LOG(fatal) << " Prefilter track cut not among the cuts calculated by the track-selection task! ";
}
for (int icut = 0; icut < objArray->GetEntries(); ++icut) {
TString tempStr = objArray->At(icut)->GetName();
if (objArrayTrackCuts->FindObject(tempStr.Data()) != nullptr) {
fPrefilterMask |= (static_cast<uint32_t>(1) << icut);
}
if (tempStr.CompareTo(fConfigPrefilterTrackCut.value) == 0) {
fPrefilterCutBit = icut;
}
}
// setup the prefilter pair cut
fPairCut = new AnalysisCompositeCut(true);
TString pairCutStr = fConfigPrefilterPairCut.value;
if (!pairCutStr.IsNull()) {
fPairCut = dqcuts::GetCompositeCut(pairCutStr.Data());
}
}
if (fPrefilterMask == static_cast<uint32_t>(0) || fPrefilterCutBit < 0) {
LOG(warn) << "No specified loose cut or track cuts for prefiltering. This task will do nothing.";
}
VarManager::SetUseVars(AnalysisCut::fgUsedVars); // provide the list of required variables so that VarManager knows what to fill
VarManager::SetDefaultVarNames();
VarManager::SetupTwoProngDCAFitter(5.0f, true, 200.0f, 4.0f, 1.0e-3f, 0.9f, true); // TODO: get these parameters from Configurables
VarManager::SetupTwoProngFwdDCAFitter(5.0f, true, 200.0f, 1.0e-3f, 0.9f, true);
cout << "AnalysisPrefilterSelection::init() completed" << endl;
}