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[PWGUD] Update on personal PID Spectra analyzer (#8317)
Co-authored-by: ALICE Action Bot <alibuild@cern.ch>
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‎PWGUD/DataModel/SGTables.h‎

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// Copyright 2019-2020 CERN and copyright holders of ALICE O2.
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// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
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// All rights not expressly granted are reserved.
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//
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// This software is distributed under the terms of the GNU General Public
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// License v3 (GPL Version 3), copied verbatim in the file "COPYING".
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//
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// In applying this license CERN does not waive the privileges and immunities
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// granted to it by virtue of its status as an Intergovernmental Organization
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// or submit itself to any jurisdiction.
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#ifndef PWGUD_DATAMODEL_SGTABLES_H_
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#define PWGUD_DATAMODEL_SGTABLES_H_
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#include <vector>
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#include <cmath>
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#include "Framework/ASoA.h"
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#include "Framework/AnalysisDataModel.h"
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#include "Framework/DataTypes.h"
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#include "MathUtils/Utils.h"
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#include "Common/DataModel/PIDResponse.h"
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#include "Common/DataModel/TrackSelectionTables.h"
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namespace o2::aod
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{
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namespace sgevent
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{
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DECLARE_SOA_COLUMN(Run, run, int32_t);
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DECLARE_SOA_COLUMN(Flag, flag, int);
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DECLARE_SOA_COLUMN(GS, gs, int);
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DECLARE_SOA_COLUMN(ZNA, zna, float);
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DECLARE_SOA_COLUMN(ZNC, znc, float);
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DECLARE_SOA_COLUMN(Ntr, ntr, int);
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} // namespace sgevent
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DECLARE_SOA_TABLE(SGEvents, "AOD", "SGEVENT", // o2::soa::Index<>,
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sgevent::Run, sgevent::Flag, sgevent::GS, sgevent::ZNA, sgevent::ZNC, sgevent::Ntr);
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// sgevent::Run, sgevent::Flag);
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using SGEvent = SGEvents::iterator;
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namespace sgtrack
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{
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DECLARE_SOA_INDEX_COLUMN(SGEvent, sgEvent);
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DECLARE_SOA_COLUMN(Pt, pt, float);
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DECLARE_SOA_COLUMN(Eta, eta, float);
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DECLARE_SOA_COLUMN(Phi, phi, float);
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DECLARE_SOA_COLUMN(Sign, sign, float);
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DECLARE_SOA_COLUMN(TPCpi, tpcpi, float);
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DECLARE_SOA_COLUMN(TPCka, tpcka, float);
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DECLARE_SOA_COLUMN(TPCpr, tpcpr, float);
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DECLARE_SOA_COLUMN(TPCel, tpcel, float);
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DECLARE_SOA_COLUMN(TOFpi, tofpi, float);
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DECLARE_SOA_COLUMN(TOFka, tofka, float);
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DECLARE_SOA_COLUMN(TOFpr, tofpr, float);
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DECLARE_SOA_COLUMN(TOFel, tofel, float);
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} // namespace sgtrack
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DECLARE_SOA_TABLE(SGTracks, "AOD", "SGTRACK",
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o2::soa::Index<>, sgtrack::SGEventId,
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sgtrack::Pt, sgtrack::Eta, sgtrack::Phi, sgtrack::Sign, sgtrack::TPCpi, sgtrack::TPCka, sgtrack::TPCpr, sgtrack::TPCel, sgtrack::TOFpi, sgtrack::TOFka, sgtrack::TOFpr, sgtrack::TOFel);
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using SGTrack = SGTracks::iterator;
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} // namespace o2::aod
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#endif // PWGUD_DATAMODEL_SGTABLES_H_

‎PWGUD/Tasks/CMakeLists.txt‎

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PUBLIC_LINK_LIBRARIES O2::Framework O2Physics::AnalysisCore O2::DetectorsBase
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COMPONENT_NAME Analysis)
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o2physics_add_dpl_workflow(sg-pid-spectra-table
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SOURCES sgPIDSpectraTable.cxx
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PUBLIC_LINK_LIBRARIES O2::Framework O2Physics::AnalysisCore O2::DetectorsBase
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COMPONENT_NAME Analysis)
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o2physics_add_dpl_workflow(sg-pid-analyzer
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SOURCES sgPIDAnalyzer.cxx
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PUBLIC_LINK_LIBRARIES O2::Framework O2Physics::AnalysisCore O2::DetectorsBase
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COMPONENT_NAME Analysis)
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o2physics_add_dpl_workflow(sg-pid-spectra
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SOURCES sgPIDSpectra.cxx
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PUBLIC_LINK_LIBRARIES O2::Framework O2Physics::AnalysisCore O2::DetectorsBase

‎PWGUD/Tasks/sgPIDAnalyzer.cxx‎

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// Copyright 2019-2020 CERN and copyright holders of ALICE O2.
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// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
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// All rights not expressly granted are reserved.
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//
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// This software is distributed under the terms of the GNU General Public
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// License v3 (GPL Version 3), copied verbatim in the file "COPYING".
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//
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// In applying this license CERN does not waive the privileges and immunities
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// granted to it by virtue of its status as an Intergovernmental Organization
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// or submit itself to any jurisdiction.
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//
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// \Single Gap Event Analyzer
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// \author Sasha Bylinkin, alexander.bylinkin@gmail.com
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// \since April 2023
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#include "Framework/runDataProcessing.h"
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#include "Framework/AnalysisTask.h"
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#include "TVector3.h"
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#include "TTree.h"
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#include "TFile.h"
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#include <TH1F.h>
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#include <TH2F.h>
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#include "Common/DataModel/PIDResponse.h"
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#include "PWGUD/DataModel/SGTables.h"
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#include "PWGUD/Core/UDHelpers.h"
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#include "PWGUD/Core/SGSelector.h"
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#include "PWGUD/Core/SGTrackSelector.h"
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using namespace o2;
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using namespace o2::framework;
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using namespace o2::framework::expressions;
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struct sgPIDAnalyzer {
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HistogramRegistry histos{"Histos", {}};
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ConfigurableAxis ptAxis{
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"ptAxis",
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{198, 0.1, 10.0},
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"Pt binning"};
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ConfigurableAxis sigmaAxis{"sigmaAxis", {100, -50, 50}, "nSigma TPC binning"};
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void init(InitContext&)
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{
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const AxisSpec ptBins{ptAxis, "p_{T} axis"};
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const AxisSpec nSigmaBins{sigmaAxis, "pseudo rapidity axis"};
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histos.add("TPC/pTPC_Pi", "Positive TPC Pi Tracks", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Pi", "Negative TPC Pi Tracks", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Ka", "Positive TPC Ka Tracks", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Ka", "Negative TPC Ka Tracks", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Pr", "Positive TPC Pr Tracks", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Pr", "Negative TPC Pr Tracks", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_El", "Positive TPC El Tracks", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_El", "Negative TPC El Tracks", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Pi_Ka", "Positive TPC Pi vs Ka", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Pi_Pr", "Positive TPC Pi vs Pr", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Pi_El", "Positive TPC Pi vs El", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Ka_Pi", "Positive TPC Ka vs Pi", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Ka_Pr", "Positive TPC Ka vs Pr", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Ka_El", "Positive TPC Ka vs El", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Pr_Pi", "Positive TPC Pr vs Pi", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Pr_Ka", "Positive TPC Pr vs Ka", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/pTPC_Pr_El", "Positive TPC Pr vs El", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Pi_Ka", "Positive TPC Pi vs Ka", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Pi_Pr", "Positive TPC Pi vs Pr", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Pi_El", "Positive TPC Pi vs El", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Ka_Pi", "Positive TPC Ka vs Pi", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Ka_Pr", "Positive TPC Ka vs Pr", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Ka_El", "Positive TPC Ka vs El", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Pr_Pi", "Positive TPC Pr vs Pi", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Pr_Ka", "Positive TPC Pr vs Ka", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TPC/nTPC_Pr_El", "Positive TPC Pr vs El", {HistType::kTH2F, {ptBins, nSigmaBins}});
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histos.add("TOF/pPi", "Positive TPC Pi vs TOF Pi vs pt", {HistType::kTH3F, {ptBins, nSigmaBins, nSigmaBins}});
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histos.add("TOF/nPi", "Negative TPC Pi vs TOF Pi vs pt", {HistType::kTH3F, {ptBins, nSigmaBins, nSigmaBins}});
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histos.add("TOF/pKa", "Positive TPC Ka vs TOF Ka vs pt", {HistType::kTH3F, {ptBins, nSigmaBins, nSigmaBins}});
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histos.add("TOF/nKa", "Negative TPC Ka vs TOF Ka vs pt", {HistType::kTH3F, {ptBins, nSigmaBins, nSigmaBins}});
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histos.add("TOF/pPr", "Positive TPC Pr vs TOF Pr vs pt", {HistType::kTH3F, {ptBins, nSigmaBins, nSigmaBins}});
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histos.add("TOF/nPr", "Negative TPC Pr vs TOF Pr vs pt", {HistType::kTH3F, {ptBins, nSigmaBins, nSigmaBins}});
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histos.add("TOF/pEl", "Positive TPC El vs TOF El vs pt", {HistType::kTH3F, {ptBins, nSigmaBins, nSigmaBins}});
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histos.add("TOF/nEl", "Negative TPC El vs TOF El vs pt", {HistType::kTH3F, {ptBins, nSigmaBins, nSigmaBins}});
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}
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void process(aod::SGEvents const& events, aod::SGTracks const& tracks)
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{
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int eventIndex = 0; // Sequential index for SGEvents
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for (auto event : events) {
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for (auto track : tracks) {
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if (track.sgEventId() != eventIndex)
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continue; // Match track to the current event index
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bool isPositive = (track.sign() > 0);
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if (track.tofpi() == -999) {
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// Directly fill histograms without a local variable for histName
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if (isPositive) {
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histos.fill(HIST("TPC/pTPC_Pi"), track.pt(), track.tpcpi());
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histos.fill(HIST("TPC/pTPC_Ka"), track.pt(), track.tpcka());
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histos.fill(HIST("TPC/pTPC_Pr"), track.pt(), track.tpcpr());
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histos.fill(HIST("TPC/pTPC_El"), track.pt(), track.tpcel());
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if (abs(track.tpcpi()) < 1) {
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histos.fill(HIST("TPC/pTPC_Pi_Ka"), track.pt(), track.tpcka());
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histos.fill(HIST("TPC/pTPC_Pi_Pr"), track.pt(), track.tpcpr());
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histos.fill(HIST("TPC/pTPC_Pi_El"), track.pt(), track.tpcel());
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}
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if (abs(track.tpcka()) < 1) {
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histos.fill(HIST("TPC/pTPC_Ka_Pi"), track.pt(), track.tpcpi());
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histos.fill(HIST("TPC/pTPC_Ka_Pr"), track.pt(), track.tpcpr());
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histos.fill(HIST("TPC/pTPC_Ka_El"), track.pt(), track.tpcel());
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}
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if (abs(track.tpcpr()) < 1) {
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histos.fill(HIST("TPC/pTPC_Pr_Pi"), track.pt(), track.tpcpi());
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histos.fill(HIST("TPC/pTPC_Pr_Ka"), track.pt(), track.tpcka());
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histos.fill(HIST("TPC/pTPC_Pr_El"), track.pt(), track.tpcel());
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}
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} else {
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histos.fill(HIST("TPC/nTPC_Pi"), track.pt(), track.tpcpi());
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histos.fill(HIST("TPC/nTPC_Ka"), track.pt(), track.tpcka());
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histos.fill(HIST("TPC/nTPC_Pr"), track.pt(), track.tpcpr());
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histos.fill(HIST("TPC/nTPC_El"), track.pt(), track.tpcel());
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if (abs(track.tpcpi()) < 1) {
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histos.fill(HIST("TPC/nTPC_Pi_Ka"), track.pt(), track.tpcka());
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histos.fill(HIST("TPC/nTPC_Pi_Pr"), track.pt(), track.tpcpr());
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histos.fill(HIST("TPC/nTPC_Pi_El"), track.pt(), track.tpcel());
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}
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if (abs(track.tpcka()) < 1) {
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histos.fill(HIST("TPC/nTPC_Ka_Pi"), track.pt(), track.tpcpi());
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histos.fill(HIST("TPC/nTPC_Ka_Pr"), track.pt(), track.tpcpr());
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histos.fill(HIST("TPC/nTPC_Ka_El"), track.pt(), track.tpcel());
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}
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if (abs(track.tpcpr()) < 1) {
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histos.fill(HIST("TPC/nTPC_Pr_Pi"), track.pt(), track.tpcpi());
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histos.fill(HIST("TPC/nTPC_Pr_Ka"), track.pt(), track.tpcka());
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histos.fill(HIST("TPC/nTPC_Pr_El"), track.pt(), track.tpcel());
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}
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}
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} else {
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if (isPositive) {
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histos.fill(HIST("TOF/pPi"), track.pt(), track.tpcpi(), track.tofpi());
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histos.fill(HIST("TOF/pKa"), track.pt(), track.tpcka(), track.tofka());
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histos.fill(HIST("TOF/pPr"), track.pt(), track.tpcpr(), track.tofpr());
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histos.fill(HIST("TOF/pEl"), track.pt(), track.tpcel(), track.tofel());
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} else {
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histos.fill(HIST("TOF/nPi"), track.pt(), track.tpcpi(), track.tofpi());
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histos.fill(HIST("TOF/nKa"), track.pt(), track.tpcka(), track.tofka());
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histos.fill(HIST("TOF/nPr"), track.pt(), track.tpcpr(), track.tofpr());
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histos.fill(HIST("TOF/nEl"), track.pt(), track.tpcel(), track.tofel());
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}
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}
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}
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eventIndex++;
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}
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}
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};
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WorkflowSpec defineDataProcessing(ConfigContext const& cfgc)
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{
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return WorkflowSpec{
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adaptAnalysisTask<sgPIDAnalyzer>(cfgc, TaskName{"sgpidanalyzer"})};
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}

‎PWGUD/Tasks/sgPIDSpectraTable.cxx‎

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// Copyright 2019-2020 CERN and copyright holders of ALICE O2.
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// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
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// All rights not expressly granted are reserved.
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//
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// This software is distributed under the terms of the GNU General Public
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// License v3 (GPL Version 3), copied verbatim in the file "COPYING".
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//
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// In applying this license CERN does not waive the privileges and immunities
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// granted to it by virtue of its status as an Intergovernmental Organization
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// or submit itself to any jurisdiction.
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//
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// \Single Gap Event Analyzer
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// \author Sasha Bylinkin, alexander.bylinkin@gmail.com
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// \since April 2023
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#include <vector>
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#include "Framework/runDataProcessing.h"
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#include "Framework/AnalysisTask.h"
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#include "TVector3.h"
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#include "TTree.h"
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#include "TFile.h"
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#include "Common/DataModel/PIDResponse.h"
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#include "PWGUD/DataModel/UDTables.h"
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#include "PWGUD/DataModel/SGTables.h"
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#include "PWGUD/Core/UDHelpers.h"
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#include "PWGUD/Core/SGSelector.h"
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#include "PWGUD/Core/SGTrackSelector.h"
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using namespace o2;
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using namespace o2::framework;
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using namespace o2::framework::expressions;
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struct SGPIDSpectraTable {
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Produces<aod::SGEvents> SGevents;
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Produces<aod::SGTracks> SGtracks;
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SGSelector sgSelector;
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// configurables
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Configurable<float> FV0_cut{"FV0", 50., "FV0A threshold"};
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Configurable<float> ZDC_cut{"ZDC", .1, "ZDC threshold"};
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Configurable<float> FT0A_cut{"FT0A", 100., "FT0A threshold"};
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Configurable<float> FT0C_cut{"FT0C", 50., "FT0C threshold"};
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Configurable<float> FDDA_cut{"FDDA", 10000., "FDDA threshold"};
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Configurable<float> FDDC_cut{"FDDC", 10000., "FDDC threshold"};
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Configurable<float> GS_cut{"GS", 0., "Gap-side A=0, C=1, AC = 2, No Gap = -1, All events = 3"};
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// Track Selections
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Configurable<float> PV_cut{"PV_cut", 1.0, "Use Only PV tracks"};
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Configurable<float> dcaZ_cut{"dcaZ_cut", 2.0, "dcaZ cut"};
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Configurable<float> dcaXY_cut{"dcaXY_cut", 0.0, "dcaXY cut (0 for Pt-function)"};
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Configurable<float> tpcChi2_cut{"tpcChi2_cut", 4, "Max tpcChi2NCl"};
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Configurable<float> tpcNClsFindable_cut{"tpcNClsFindable_cut", 70, "Min tpcNClsFindable"};
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Configurable<float> itsChi2_cut{"itsChi2_cut", 36, "Max itsChi2NCl"};
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Configurable<float> eta_cut{"eta_cut", 0.9, "Track Pseudorapidity"};
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Configurable<float> pt_cut{"pt_cut", 0.1, "Track Pt"};
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// initialize histogram registry
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HistogramRegistry registry{
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"registry",
59+
{}};
60+
61+
void init(InitContext&)
62+
{
63+
// Collision histograms
64+
}
65+
66+
// define data types
67+
using UDCollisionsFull = soa::Join<aod::UDCollisions, aod::SGCollisions, aod::UDCollisionsSels, aod::UDZdcsReduced>; // UDCollisions
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using UDCollisionFull = UDCollisionsFull::iterator;
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using UDTracksFull = soa::Join<aod::UDTracks, aod::UDTracksPID, aod::UDTracksExtra, aod::UDTracksFlags, aod::UDTracksDCA>;
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void process(UDCollisionFull const& coll, UDTracksFull const& tracks)
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{
73+
float FIT_cut[5] = {FV0_cut, FT0A_cut, FT0C_cut, FDDA_cut, FDDC_cut};
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int truegapSide = sgSelector.trueGap(coll, FIT_cut[0], FIT_cut[1], FIT_cut[2], ZDC_cut);
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if (GS_cut != 3) {
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if (truegapSide != GS_cut)
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return;
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}
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// fill collision histograms
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// int truegapSide = sgSelector.trueGap(dgcand, FV0_cut, ZDC_cut);
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// select PV contributors
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std::vector<float> parameters = {PV_cut, dcaZ_cut, dcaXY_cut, tpcChi2_cut, tpcNClsFindable_cut, itsChi2_cut, eta_cut, pt_cut};
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// check rho0 signals
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float tpcpi, tpcka, tpcel, tpcpr, tofpi, tofka, tofpr, tofel;
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TVector3 a;
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int goodtracks = 0;
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for (auto t : tracks) {
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if (trackselector(t, parameters)) {
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goodtracks++;
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}
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}
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if (!goodtracks)
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return;
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SGevents(coll.runNumber(), coll.flags(), truegapSide, coll.energyCommonZNA(), coll.energyCommonZNC(), goodtracks);
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// SGevents(coll.runNumber(), coll.flags());
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for (auto t : tracks) {
97+
if (trackselector(t, parameters)) {
98+
a.SetXYZ(t.px(), t.py(), t.pz());
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tpcpi = t.hasTPC() ? t.tpcNSigmaPi() : -999;
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tpcka = t.hasTPC() ? t.tpcNSigmaKa() : -999;
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tpcpr = t.hasTPC() ? t.tpcNSigmaPr() : -999;
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tpcel = t.hasTPC() ? t.tpcNSigmaEl() : -999;
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tofpi = t.hasTOF() ? t.tofNSigmaPi() : -999;
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tofka = t.hasTOF() ? t.tofNSigmaKa() : -999;
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tofpr = t.hasTOF() ? t.tofNSigmaPr() : -999;
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tofel = t.hasTOF() ? t.tofNSigmaEl() : -999;
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SGtracks(SGevents.lastIndex(), a.Pt(), a.Eta(), a.Phi(), t.sign(), tpcpi, tpcka, tpcpr, tpcel, tofpi, tofka, tofpr, tofel);
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}
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}
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}
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};
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WorkflowSpec defineDataProcessing(ConfigContext const& cfgc)
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{
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return WorkflowSpec{
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adaptAnalysisTask<SGPIDSpectraTable>(cfgc, TaskName{"sgpidspectratable"}),
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};
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}

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