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detectorOccupancyQa.cxx
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1478 lines (1274 loc) · 108 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.
/// \file detectorOccupancyQa.cxx
/// \brief Occupancy QA task
///
/// \author Igor Altsybeev <Igor.Altsybeev@cern.ch>
#include <vector>
#include <map>
#include "Framework/runDataProcessing.h"
#include "Framework/AnalysisTask.h"
#include "Framework/AnalysisDataModel.h"
#include "Common/DataModel/EventSelection.h"
#include "Common/CCDB/EventSelectionParams.h"
#include "CCDB/BasicCCDBManager.h"
#include "Framework/HistogramRegistry.h"
#include "CommonDataFormat/BunchFilling.h"
#include "DataFormatsParameters/GRPLHCIFData.h"
#include "DataFormatsParameters/GRPECSObject.h"
#include "Common/Core/TrackSelection.h"
#include "Common/Core/TrackSelectionDefaults.h"
#include "Common/DataModel/TrackSelectionTables.h"
#include "Common/DataModel/Multiplicity.h"
#include "Common/DataModel/Centrality.h"
#include "DataFormatsParameters/AggregatedRunInfo.h"
#include "TH1F.h"
#include "TH2F.h"
#include "TH3.h"
using namespace o2;
using namespace o2::framework;
using namespace o2::aod::evsel;
// using BCsRun2 = soa::Join<aod::BCs, aod::Run2BCInfos, aod::Timestamps, aod::BcSels, aod::Run2MatchedToBCSparse>;
using BCsRun3 = soa::Join<aod::BCs, aod::Timestamps, aod::BcSels, aod::Run3MatchedToBCSparse>;
// using ColEvSels = soa::Join<aod::Collisions, aod::EvSels, aod::Mults>;
using ColEvSels = soa::Join<aod::Collisions, aod::EvSels, aod::Mults, aod::CentFT0Cs>;
// using FullTracksIU = soa::Join<aod::TracksIU, aod::TracksExtra, aod::TrackSelection>;
using FullTracksIU = soa::Join<aod::TracksIU, aod::TracksExtra, aod::TrackSelection, aod::TrackSelectionExtension, aod::TracksDCA>;
struct DetectorOccupancyQaTask {
// configurables for study of occupancy in time windows
Configurable<bool> confAddBasicQAhistos{"AddBasicQAhistos", true, "0 - add basic histograms, 1 - skip"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> confTimeIntervalForOccupancyCalculation{"TimeIntervalForOccupancyCalculation", 100, "Time interval for TPC occupancy calculation, us"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> confOccupancyHistCoeffNtracksForOccupancy{"HistCoeffNtracksForOccupancy", 1., "Coefficient for max nTracks in occupancy histos"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> confOccupancyHistCoeffNbins2D{"HistCoeffNbins2D", 1., "Coefficient for nBins in occupancy 2D histos"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> confOccupancyHistCoeffNbins3D{"HistCoeffNbins3D", 1., "Coefficient for nBins in occupancy 3D histos"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> confCoeffMaxNtracksThisEvent{"CoeffMaxNtracksThisEvent", 1., "Coefficient for max nTracks or FT0 ampl in histos in a given event"}; // o2-linter: disable=name/configurable (temporary fix)
// Configurable<bool> confFlagApplyROFborderCut{"ApplyROFborderCut", true, "Use ROF border cut for a current event"}; // o2-linter: disable=name/configurable (temporary fix)
// Configurable<bool> confFlagApplyTFborderCut{"ApplyTFborderCut", true, "Use TF border cut for a current event"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<int> confFlagWhichTimeRange{"FlagWhichTimeRange", 0, "Whicn time range for occupancy calculation: 0 - symmetric, 1 - only past, 2 - only future"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<bool> confFlagUseGlobalTracks{"FlagUseGlobalTracks", false, "For small time bins, use global tracks counter instead of ITSTPC tracks"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<bool> confFlagUseNoCollInRofStrict{"FlagUseNoCollInRofStrict", false, "Suppress same-ROF events for occupancy historams"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<bool> confFlagUseNoHighMultCollInPrevRof{"FlagUseNoHighMultCollInPrevRof", false, "Suppress high-multiplicity prev-ROF events for occupancy historams"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<bool> confFlagCentralityIsAvailable{"FlagCentralityIsAvailable", true, "Fill centrality-related historams"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<bool> confFlagManyHeavyHistos{"FlagManyHeavyHistos", true, "Fill more TH2, TH3, THn historams"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<bool> confFlagIsTOFIsTRDdtStudy{"FlagIsTOFIsTRDdtStudy", true, "Fill THn dt historams with isTOF and isTRD condition"}; // o2-linter: disable=name/configurable (temporary fix)
// configuration for small time binning
Configurable<float> confTimeIntervalForSmallBins{"TimeIntervalForSmallBins", 100, "Time interval for TPC occupancy calculation in small bins, +/-, us"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<int> confNumberOfSmallTimeBins{"nSmallTimeBins", 40, "Number of small time bins"}; // o2-linter: disable=name/configurable (temporary fix)
// event and track cuts for given event
Configurable<float> confCutVertZMinThisEvent{"VzMinThisEvent", -10, "vZ cut for a current event"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> confCutVertZMaxThisEvent{"VzMaxThisEvent", 10, "vZ cut for a current event"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> confCutPtMinThisEvent{"PtMinThisEvent", 0.2, "pt cut for particles in a current event"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> confCutPtMaxThisEvent{"PtMaxThisEvent", 100., "pt cut for particles in a current event"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> confCutEtaMinTracksThisEvent{"EtaMinTracksThisEvent", -0.8, "eta cut for particles in a current event"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> confCutEtaMaxTracksThisEvent{"EtaMaxTracksThisEvent", 0.8, "eta cut for particles in a current event"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<int> confCutMinTPCcls{"MinNumTPCcls", 70, "min number of TPC clusters for a current event"}; // o2-linter: disable=name/configurable (temporary fix)
// config for QA histograms
Configurable<bool> confAddTracksVsFwdHistos{"AddTracksVsFwdHistos", true, "0 - add histograms, 1 - skip"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<int> nBinsTracks{"nBinsTracks", 400, "N bins in n tracks histo"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<int> nMaxTracks{"nMaxTracks", 8000, "N max in n tracks histo"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<int> nMaxGlobalTracks{"nMaxGlobalTracks", 3000, "N max in n tracks histo"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<int> nBinsMultFwd{"nBinsMultFwd", 400, "N bins in mult fwd histo"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> nMaxMultFwd{"nMaxMultFwd", 200000, "N max in mult fwd histo"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<int> nBinsOccupancy{"nBinsOccupancy", 150, "N bins for occupancy axis"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<float> nMaxOccupancy{"nMaxOccupancy", 15000, "N for max of the occupancy axis"}; // o2-linter: disable=name/configurable (temporary fix)
Configurable<int> nMaxBcInTFforAnalysis{"nMaxBcInTFforAnalysis", -1, "When to stop taking collisions in TF, if -1: take all collisions"}; // o2-linter: disable=name/configurable (temporary fix)
uint64_t minGlobalBC = 0;
Service<o2::ccdb::BasicCCDBManager> ccdb;
HistogramRegistry histos{"Histos", {}, OutputObjHandlingPolicy::AnalysisObject};
bool* applySelection = NULL;
int nBCsPerOrbit = 3564;
int lastRunNumber = -1;
int nOrbits;
double minOrbit;
int64_t bcSOR = 0; // global bc of the start of the first orbit, setting 0 by default for unanchored MC
int64_t nBCsPerTF = 32 * nBCsPerOrbit; // duration of TF in bcs, should be 128*3564 or 32*3564, setting 128 orbits by default sfor unanchored MC
// save time "slices" for several collisions for QA
bool flagFillQAtimeOccupHist = false;
int nCollisionsForTimeBinQA = 40;
int counterQAtimeOccupHistos = 0;
void init(InitContext&)
{
// ccdb->setURL("http://ccdb-test.cern.ch:8080");
ccdb->setURL("http://alice-ccdb.cern.ch");
ccdb->setCaching(true);
ccdb->setLocalObjectValidityChecking();
const AxisSpec axisBCinTF{static_cast<int>(nBCsPerTF), 0, static_cast<double>(nBCsPerTF), "bc in TF"};
histos.add("hNcolVsBcInTF/hNcolVsBcInTF", ";bc in TF; n collisions", kTH1F, {axisBCinTF});
histos.add("hNcolVsBcInTF/hNcolVsBcInTF_vertexTOFmatched", ";bc in TF; n collisions", kTH1F, {axisBCinTF});
histos.add("hNcolVsBcInTF/hNcolVsBcInTFafterMaxBcCut", ";bc in TF; n collisions", kTH1F, {axisBCinTF});
// histograms for occupancy-in-time-window study
double kMaxOccup = confOccupancyHistCoeffNtracksForOccupancy;
double kMaxThisEv = confCoeffMaxNtracksThisEvent;
// 1D, dE/dx, etc.
if (confAddBasicQAhistos) {
int nMax1D = kMaxThisEv * 8000;
histos.add("hNumITS567tracksPerCollision", ";n tracks;n events", kTH1D, {{nMax1D, -0.5, nMax1D - 0.5}});
histos.add("hNumITS567tracksPerCollisionSel", ";n tracks;n events", kTH1D, {{nMax1D, -0.5, nMax1D - 0.5}});
histos.add("hNumITSTPCtracksPerCollision", ";n tracks;n events", kTH1D, {{nMax1D, -0.5, nMax1D - 0.5}});
histos.add("hNumITSTPCtracksPerCollisionSel", ";n tracks;n events", kTH1D, {{nMax1D, -0.5, nMax1D - 0.5}});
histos.add("hNumITS567tracksInTimeWindow", ";n tracks;n events", kTH1D, {{2500, -0.5, 25000.5}});
histos.add("hNumITSTPCtracksInTimeWindow", ";n tracks;n events", kTH1D, {{2500, -0.5, 25000.5}});
histos.add("hNumITS567tracksInTimeWindowSel", ";n tracks;n events", kTH1D, {{2500, -0.5, 25000.5}});
histos.add("hNumITSTPCtracksInTimeWindowSel", ";n tracks;n events", kTH1D, {{2500, -0.5, 25000.5}});
histos.add("hNumCollInTimeWindow", ";n collisions;n events", kTH1D, {{201, -0.5, 200.5}});
histos.add("hNumCollInTimeWindowSel", ";n collisions;n events", kTH1D, {{201, -0.5, 200.5}});
histos.add("hNumCollInTimeWindowSelITSTPC", ";n collisions;n events", kTH1D, {{201, -0.5, 200.5}});
histos.add("hNumCollInTimeWindowSelIfTOF", ";n collisions;n events", kTH1D, {{201, -0.5, 200.5}});
histos.add("hNumCollInTimeWindowVsOrbit", ";orbit id;n collisions;n events", kTH2F, {{128, -0.5, 127.5}, {201, -0.5, 200.5}});
histos.add("hNumUniqueBCInTimeWindow", ";n collisions;n events", kTH1D, {{201, -0.5, 200.5}});
// track QA counters
histos.add("nTrackCounter_after_cuts_QA", "", kTH1D, {{12, -0.5, 11.5, "track QA"}});
TAxis* axTrackCounters = reinterpret_cast<TAxis*>(histos.get<TH1>(HIST("nTrackCounter_after_cuts_QA"))->GetXaxis());
axTrackCounters->SetBinLabel(1, "all");
axTrackCounters->SetBinLabel(2, "PVcontrib");
axTrackCounters->SetBinLabel(3, "ptCut");
axTrackCounters->SetBinLabel(4, "etaCut");
axTrackCounters->SetBinLabel(5, "itsNCls>=5");
axTrackCounters->SetBinLabel(6, "isGlobal,nTPCcls>=70");
axTrackCounters->SetBinLabel(7, "passedTPCRefit");
axTrackCounters->SetBinLabel(8, "occupancy>=0");
axTrackCounters->SetBinLabel(9, "fracton nClsNoPID (0,0.8)");
axTrackCounters->SetBinLabel(10, "pos");
axTrackCounters->SetBinLabel(11, "neg");
// dE/dx
AxisSpec axisDeDx{800, 0.0, 800.0, "dE/dx (a. u.)"};
histos.add("dEdx_vs_Momentum", "dE/dx", kTH2F, {{1000, -5.0, 5.0, "#it{p}/Z (GeV/c)"}, axisDeDx});
histos.add("dEdx_vs_Momentum_occupBelow200", "dE/dx", kTH2F, {{1000, -5.0, 5.0, "#it{p}/Z (GeV/c)"}, axisDeDx});
histos.add("dEdx_vs_Momentum_occupBelow200_kNoCollStd", "dE/dx", kTH2F, {{1000, -5.0, 5.0, "#it{p}/Z (GeV/c)"}, axisDeDx});
histos.add("dEdx_vs_Momentum_occupAbove4000", "dE/dx", kTH2F, {{1000, -5.0, 5.0, "#it{p}/Z (GeV/c)"}, axisDeDx});
histos.add("dEdx_vs_Momentum_NegativeFractionNclsPID", "dE/dx", kTH2F, {{1000, -5.0, 5.0, "#it{p}/Z (GeV/c)"}, axisDeDx});
histos.add("dEdx_vs_Momentum_HighFractionNclsNonPID", "dE/dx", kTH2F, {{1000, -5.0, 5.0, "#it{p}/Z (GeV/c)"}, axisDeDx});
AxisSpec axisBinsOccupStudydEdx{{0., 500, 1000, 2000, 4000, 6000, 8000, 15000}, "p_{T}"};
histos.add("dEdx_vs_Momentum_vs_occup", "dE/dx", kTH3F, {{1000, -5.0, 5.0, "#it{p}/Z (GeV/c)"}, axisDeDx, axisBinsOccupStudydEdx});
if (confFlagManyHeavyHistos) {
histos.add("dEdx_vs_Momentum_vs_occup_eta_02_04", "dE/dx", kTH3F, {{1000, -5.0, 5.0, "#it{p}/Z (GeV/c)"}, axisDeDx, axisBinsOccupStudydEdx});
histos.add("dEdx_vs_Momentum_vs_occup_eta_04_02", "dE/dx", kTH3F, {{1000, -5.0, 5.0, "#it{p}/Z (GeV/c)"}, axisDeDx, axisBinsOccupStudydEdx});
}
AxisSpec axisOccupancyForDeDxStudies{60, 0, 15000, "occupancy"};
histos.add("dEdx_vs_centr_vs_occup_narrow_p_win", "dE/dx", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisDeDx});
histos.add("dEdx_vs_centr_vs_occup_narrow_p_win_pos", "dE/dx", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisDeDx});
histos.add("dEdx_vs_centr_vs_occup_narrow_p_win_neg", "dE/dx", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisDeDx});
histos.add("dEdx_vs_centr_vs_occup_narrow_p_win_pos_FractionPIDclsInRange", "dE/dx", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisDeDx});
histos.add("dEdx_vs_centr_vs_occup_narrow_p_win_neg_FractionPIDclsInRange", "dE/dx", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisDeDx});
AxisSpec axisNTPCcls{160, 0, 160, "n TPC clusters"};
histos.add("tpcNClsFound_vs_centr_vs_occup", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisNTPCcls});
histos.add("tpcNClsFindable_vs_centr_vs_occup", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisNTPCcls});
histos.add("tpcNClsShared_vs_centr_vs_occup", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisNTPCcls});
histos.add("tpcNClsShared_vs_centr_vs_occup_Aside", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisNTPCcls});
histos.add("tpcNClsShared_vs_centr_vs_occup_Cside", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisNTPCcls});
histos.add("tpcNClsShared_vs_centr_vs_occup_pos", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisNTPCcls});
histos.add("tpcNClsShared_vs_centr_vs_occup_neg", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisNTPCcls});
// July 2025: more for data vs MC
AxisSpec axisChi2TPC{150, 0, 15, "chi2Ncl TPC"};
histos.add("QA_noTPCcuts/nPV_10_200/tpcNClsFindable_vs_occup_pt_02_05", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_10_200/tpcNClsFindable_vs_occup_pt_05_10", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_10_200/tpcNClsFindable_vs_occup_pt_above1_0", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_10_200/tpcNClsFound_vs_occup_pt_02_05", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_10_200/tpcNClsFound_vs_occup_pt_05_10", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_10_200/tpcNClsFound_vs_occup_pt_above1_0", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_10_200/tpcChi2NCl_vs_occup_pt_02_05", "", kTH2F, {axisChi2TPC, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_10_200/tpcChi2NCl_vs_occup_pt_05_10", "", kTH2F, {axisChi2TPC, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_10_200/tpcChi2NCl_vs_occup_pt_above1_0", "", kTH2F, {axisChi2TPC, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_above2000/tpcNClsFindable_vs_occup_pt_02_05", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_above2000/tpcNClsFindable_vs_occup_pt_05_10", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_above2000/tpcNClsFindable_vs_occup_pt_above1_0", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_above2000/tpcNClsFound_vs_occup_pt_02_05", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_above2000/tpcNClsFound_vs_occup_pt_05_10", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_above2000/tpcNClsFound_vs_occup_pt_above1_0", "", kTH2F, {axisNTPCcls, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_above2000/tpcChi2NCl_vs_occup_pt_02_05", "", kTH2F, {axisChi2TPC, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_above2000/tpcChi2NCl_vs_occup_pt_05_10", "", kTH2F, {axisChi2TPC, axisOccupancyForDeDxStudies});
histos.add("QA_noTPCcuts/nPV_above2000/tpcChi2NCl_vs_occup_pt_above1_0", "", kTH2F, {axisChi2TPC, axisOccupancyForDeDxStudies});
AxisSpec axisFractionNclsFindableMinusPID{110, -1.1, 1.1, "TPC nClsFindableMinusPID / nClsFindable"};
histos.add("fraction_tpcNClsFindableMinusPID_vs_occup", "", kTH2D, {axisOccupancyForDeDxStudies, axisFractionNclsFindableMinusPID});
histos.add("fraction_tpcNClsFindableMinusPID_vs_occup_peripheralByV0A", "", kTH2D, {axisOccupancyForDeDxStudies, axisFractionNclsFindableMinusPID});
histos.add("fraction_tpcNClsFindableMinusPID_vs_occup_centralByV0A", "", kTH2D, {axisOccupancyForDeDxStudies, axisFractionNclsFindableMinusPID});
histos.add("fraction_tpcNClsFindableMinusPID_vs_occup_eta02", "", kTH2D, {axisOccupancyForDeDxStudies, axisFractionNclsFindableMinusPID});
histos.add("fraction_tpcNClsFindableMinusPID_vs_occup_pos", "", kTH2D, {axisOccupancyForDeDxStudies, axisFractionNclsFindableMinusPID});
histos.add("fraction_tpcNClsFindableMinusPID_vs_occup_neg", "", kTH2D, {axisOccupancyForDeDxStudies, axisFractionNclsFindableMinusPID});
histos.add("fraction_tpcNClsFindableMinusPID_vs_occup_lowPt", "", kTH2D, {axisOccupancyForDeDxStudies, axisFractionNclsFindableMinusPID});
histos.add("fraction_tpcNClsFindableMinusPID_vs_occup_highPt", "", kTH2D, {axisOccupancyForDeDxStudies, axisFractionNclsFindableMinusPID});
// more QA for TPC cls counting
histos.add("tpcNClsFindable", "", kTH1D, {{601, -300.5, 300.5}});
histos.add("tpcNClsFindableMinusFound", "", kTH1D, {{601, -300.5, 300.5}});
histos.add("tpcNClsFindableMinusCrossedRows", "", kTH1D, {{601, -300.5, 300.5}});
histos.add("tpcNClsShared", "", kTH1D, {{601, -300.5, 300.5}});
histos.add("tpcNClsFindableMinusPID", "", kTH1D, {{601, -300.5, 300.5}});
histos.add("tpcNClUsedForPID", "", kTH1D, {{601, -300.5, 300.5}});
histos.add("tpcNClsFound", "", kTH1D, {{601, -300.5, 300.5}});
histos.add("tpcNClsFoundAsDiffByHand", "", kTH1D, {{601, -300.5, 300.5}});
histos.add("tpcNClsFindableMinusPID_CORRECTED", "", kTH1D, {{601, -300.5, 300.5}});
histos.add("tpcNClsFoundMinusPID_BY_HAND", "", kTH1D, {{601, -300.5, 300.5}});
histos.add("tpcNClsUsedForPID_vs_Findable", ";tpcNClsFindable;tpcNClUsedForPID", kTH2D, {{601, -300.5, 300.5}, {601, -300.5, 300.5}});
histos.add("tpcNClsUsedForPID_vs_Findable_CORRECTED", ";tpcNClsFindable;tpcNClUsedForPID", kTH2D, {{601, -300.5, 300.5}, {601, -300.5, 300.5}});
histos.add("tpcNClsShared_vs_Findable", ";tpcNClsFindable;tpcNClsShared", kTH2D, {{601, -300.5, 300.5}, {601, -300.5, 300.5}});
histos.add("tpcNClsFound_vs_Findable", ";tpcNClsFindable;tpcNClsFound", kTH2D, {{601, -300.5, 300.5}, {601, -300.5, 300.5}});
histos.add("tpcNClsUsedForPID_vs_Shared", ";tpcNClsShared;tpcNClUsedForPID", kTH2D, {{601, -300.5, 300.5}, {601, -300.5, 300.5}});
histos.add("tpcNClsUsedForPID_vs_Found", ";tpcNClsFound;tpcNClUsedForPID", kTH2D, {{601, -300.5, 300.5}, {601, -300.5, 300.5}});
// ### kinematic distributions for events with high occupancy at specified dt ranges
histos.add("track_distr_nITStrThisEv_10_200/hEventCount", ";delta-time bin id;n events", kTH1D, {{5, -0.5, 4.5}});
histos.add("track_distr_nITStrThisEv_above_2000/hEventCount", ";delta-time bin id;n events", kTH1D, {{5, -0.5, 4.5}});
const int nEtaBins = 800;
AxisSpec axisEta{nEtaBins, -1.0, 1.0, "#eta"}; // o2-linter: disable=external-pi (temporary fix)
histos.add("track_distr_nITStrThisEv_10_200/hEta_lowOccupInTPC", ";#eta;n tracks", kTH1D, {axisEta});
histos.add("track_distr_nITStrThisEv_10_200/hEta_highOccupInRecentPast", ";#eta;n tracks", kTH1D, {axisEta});
histos.add("track_distr_nITStrThisEv_10_200/hEta_highOccupInCloseFuture", ";#eta;n tracks", kTH1D, {axisEta});
histos.add("track_distr_nITStrThisEv_10_200/hEta_highOccupInDistantFuture", ";#eta;n tracks", kTH1D, {axisEta});
histos.add("track_distr_nITStrThisEv_10_200/hEta_highOccupInNeighbourEvents", ";#eta;n tracks", kTH1D, {axisEta});
histos.add("track_distr_nITStrThisEv_above_2000/hEta_lowOccupInTPC", ";#eta;n tracks", kTH1D, {axisEta});
histos.add("track_distr_nITStrThisEv_above_2000/hEta_highOccupInRecentPast", ";#eta;n tracks", kTH1D, {axisEta});
histos.add("track_distr_nITStrThisEv_above_2000/hEta_highOccupInCloseFuture", ";#eta;n tracks", kTH1D, {axisEta});
histos.add("track_distr_nITStrThisEv_above_2000/hEta_highOccupInDistantFuture", ";#eta;n tracks", kTH1D, {axisEta});
histos.add("track_distr_nITStrThisEv_above_2000/hEta_highOccupInNeighbourEvents", ";#eta;n tracks", kTH1D, {axisEta});
const int nPhiBins = 800;
AxisSpec axisPhi{nPhiBins, 0, TMath::TwoPi(), "#varphi"}; // o2-linter: disable=external-pi (temporary fix)
histos.add("track_distr_nITStrThisEv_10_200/hPhi_lowOccupInTPC", ";#varphi;n tracks", kTH1D, {axisPhi});
histos.add("track_distr_nITStrThisEv_10_200/hPhi_highOccupInRecentPast", ";#varphi;n tracks", kTH1D, {axisPhi});
histos.add("track_distr_nITStrThisEv_10_200/hPhi_highOccupInCloseFuture", ";#varphi;n tracks", kTH1D, {axisPhi});
histos.add("track_distr_nITStrThisEv_10_200/hPhi_highOccupInDistantFuture", ";#varphi;n tracks", kTH1D, {axisPhi});
histos.add("track_distr_nITStrThisEv_10_200/hPhi_highOccupInNeighbourEvents", ";#varphi;n tracks", kTH1D, {axisPhi});
histos.add("track_distr_nITStrThisEv_above_2000/hPhi_lowOccupInTPC", ";#varphi;n tracks", kTH1D, {axisPhi});
histos.add("track_distr_nITStrThisEv_above_2000/hPhi_highOccupInRecentPast", ";#varphi;n tracks", kTH1D, {axisPhi});
histos.add("track_distr_nITStrThisEv_above_2000/hPhi_highOccupInCloseFuture", ";#varphi;n tracks", kTH1D, {axisPhi});
histos.add("track_distr_nITStrThisEv_above_2000/hPhi_highOccupInDistantFuture", ";#varphi;n tracks", kTH1D, {axisPhi});
histos.add("track_distr_nITStrThisEv_above_2000/hPhi_highOccupInNeighbourEvents", ";#varphi;n tracks", kTH1D, {axisPhi});
// const int nPtBins = 800;
AxisSpec axisLogPt{200, 0.05, 40, "p_{T}"};
axisLogPt.makeLogarithmic();
histos.add("track_distr_nITStrThisEv_10_200/hPt_lowOccupInTPC", ";p_{T};n tracks", kTH1D, {axisLogPt});
histos.add("track_distr_nITStrThisEv_10_200/hPt_highOccupInRecentPast", ";p_{T};n tracks", kTH1D, {axisLogPt});
histos.add("track_distr_nITStrThisEv_10_200/hPt_highOccupInCloseFuture", ";p_{T};n tracks", kTH1D, {axisLogPt});
histos.add("track_distr_nITStrThisEv_10_200/hPt_highOccupInDistantFuture", ";p_{T};n tracks", kTH1D, {axisLogPt});
histos.add("track_distr_nITStrThisEv_10_200/hPt_highOccupInNeighbourEvents", ";p_{T};n tracks", kTH1D, {axisLogPt});
histos.add("track_distr_nITStrThisEv_above_2000/hPt_lowOccupInTPC", ";p_{T};n tracks", kTH1D, {axisLogPt});
histos.add("track_distr_nITStrThisEv_above_2000/hPt_highOccupInRecentPast", ";p_{T};n tracks", kTH1D, {axisLogPt});
histos.add("track_distr_nITStrThisEv_above_2000/hPt_highOccupInCloseFuture", ";p_{T};n tracks", kTH1D, {axisLogPt});
histos.add("track_distr_nITStrThisEv_above_2000/hPt_highOccupInDistantFuture", ";p_{T};n tracks", kTH1D, {axisLogPt});
histos.add("track_distr_nITStrThisEv_above_2000/hPt_highOccupInNeighbourEvents", ";p_{T};n tracks", kTH1D, {axisLogPt});
// July 2025: to compare data and MC (pt, eta, phi)
AxisSpec axisOccupForKine{{0, 500, 1000, 2000, 4000, 6000, 20000}, "weighted occupancy"};
AxisSpec axisPtForKine{{0.2, 0.6, 1.0, 2.0, 10}, "centrality percentile"};
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/hPt_pos", ";p_{T};weighted occupancy", kTH2D, {axisLogPt, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/hPt_neg", ";p_{T};weighted occupancy", kTH2D, {axisLogPt, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/hEta_pos", ";#eta;weighted occupancy", kTH2D, {axisEta, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/hEta_neg", ";#eta;weighted occupancy", kTH2D, {axisEta, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/hPhi_pos", ";#varphi;n tracks", kTH3D, {axisPhi, axisOccupForKine, axisPtForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/hPhi_neg", ";#varphi;n tracks", kTH3D, {axisPhi, axisOccupForKine, axisPtForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/PV_hPt_pos", ";p_{T};weighted occupancy", kTH2D, {axisLogPt, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/PV_hPt_neg", ";p_{T};weighted occupancy", kTH2D, {axisLogPt, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/PV_hEta_pos", ";#eta;weighted occupancy", kTH2D, {axisEta, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/PV_hEta_neg", ";#eta;weighted occupancy", kTH2D, {axisEta, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/PV_hPhi_pos", ";#varphi;n tracks", kTH3D, {axisPhi, axisOccupForKine, axisPtForKine});
histos.add("track_distr_nITStrThisEv_10_200/kine_vs_weighted_occup/PV_hPhi_neg", ";#varphi;n tracks", kTH3D, {axisPhi, axisOccupForKine, axisPtForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/hPt_pos", ";p_{T};weighted occupancy", kTH2D, {axisLogPt, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/hPt_neg", ";p_{T};weighted occupancy", kTH2D, {axisLogPt, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/hEta_pos", ";#eta;weighted occupancy", kTH2D, {axisEta, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/hEta_neg", ";#eta;weighted occupancy", kTH2D, {axisEta, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/hPhi_pos", ";#varphi;n tracks", kTH3D, {axisPhi, axisOccupForKine, axisPtForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/hPhi_neg", ";#varphi;n tracks", kTH3D, {axisPhi, axisOccupForKine, axisPtForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/PV_hPt_pos", ";p_{T};weighted occupancy", kTH2D, {axisLogPt, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/PV_hPt_neg", ";p_{T};weighted occupancy", kTH2D, {axisLogPt, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/PV_hEta_pos", ";#eta;weighted occupancy", kTH2D, {axisEta, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/PV_hEta_neg", ";#eta;weighted occupancy", kTH2D, {axisEta, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/PV_hPhi_pos", ";#varphi;n tracks", kTH3D, {axisPhi, axisOccupForKine, axisPtForKine});
histos.add("track_distr_nITStrThisEv_above_2000/kine_vs_weighted_occup/PV_hPhi_neg", ";#varphi;n tracks", kTH3D, {axisPhi, axisOccupForKine, axisPtForKine});
AxisSpec axisLogPtFor2D{50, 0.05, 10, "p_{T}"};
AxisSpec axisLogPtTpcFor2D{50, 0.05, 10, "p_{T} TPC inner"};
histos.add("track_distr_nITStrThisEv_10_200/hPt_vs_tpcInnerPt_vs_occup", ";p_{T};p_{T} TPC inner;weighted occupancy", kTH3D, {axisLogPtFor2D, axisLogPtTpcFor2D, axisOccupForKine});
histos.add("track_distr_nITStrThisEv_above_2000/hPt_vs_tpcInnerPt_vs_occup", ";p_{T};p_{T} TPC inner;weighted occupancy", kTH3D, {axisLogPtFor2D, axisLogPtTpcFor2D, axisOccupForKine});
histos.add("hNcolVsBcInTF/hNcolVsBcInTF_vs_occupancy", ";bc in TF;weighted occupancy", kTH2F, {axisBCinTF, axisOccupForKine});
histos.add("hNcolVsBcInTF/hNcolVsBcInTF_vs_occupancy_vertexTOFmatched", ";bc in TF;weighted occupancy", kTH2F, {axisBCinTF, axisOccupForKine});
histos.add("hNcolVsBcInTF/hNcolVsBcInTF_vs_occupancy_nPV_10_200", ";bc in TF;weighted occupancy", kTH2F, {axisBCinTF, axisOccupForKine});
histos.add("hNcolVsBcInTF/hNcolVsBcInTF_vs_occupancy_nPV_above2000", ";bc in TF;weighted occupancy", kTH2F, {axisBCinTF, axisOccupForKine});
// end of July 2025: to compare data and MC (pt, eta, phi)
// 3D: pt vs centr vs occup
// if (confFlagManyHeavyHistos) {
// histos.add("ptGlobal_vs_centr_vs_occup", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisLogPt});
// histos.add("ptPV_vs_centr_vs_occup", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisLogPt});
// histos.add("ptGlobal_vs_centr_vs_occup_NoCollStd", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisLogPt});
// histos.add("ptPV_vs_centr_vs_occup_NoCollStd", "", kTH3F, {{20, 0, 4000, "nITStrk cls567"}, axisOccupancyForDeDxStudies, axisLogPt});
// }
}
// 2D
int nBins3D = 80 * confOccupancyHistCoeffNbins3D;
int nBins3DoccupancyAxis = 100 * confOccupancyHistCoeffNbins3D;
if (confAddBasicQAhistos) {
int nBins2D = 200 * confOccupancyHistCoeffNbins2D;
histos.add("hNumITSTPCtracksInTimeWindow_vs_TracksPerColl", ";n tracks this collision;n tracks in time window", kTH2D, {{nBins2D, 0, kMaxThisEv * 8000}, {nBins2D, 0, kMaxOccup * 25000}});
histos.add("hNumITSTPCtracksInTimeWindow_vs_TracksPerColl_withoutThisCol", ";n tracks this collision;n tracks in time window", kTH2D, {{nBins2D, 0, kMaxThisEv * 8000}, {nBins2D, 0, kMaxOccup * 25000}});
histos.add("hNumITS567tracksInTimeWindow_vs_TracksPerColl", ";n tracks this collision;n tracks in time window", kTH2D, {{nBins2D, 0, kMaxThisEv * 8000}, {nBins2D, 0, kMaxOccup * 25000}});
histos.add("hNumITS567tracksInTimeWindow_vs_TracksPerColl_withoutThisCol", ";n tracks this collision;n tracks in time window", kTH2D, {{nBins2D, 0, kMaxThisEv * 8000}, {nBins2D, 0, kMaxOccup * 25000}});
histos.add("hNumITS567tracksInTimeWindow_vs_FT0Campl", ";FT0C ampl. sum in time window;n ITS tracks with 5,6,7 hits in time window", kTH2D, {{nBins2D, 0, kMaxOccup * 250000}, {nBins2D, 0, kMaxOccup * 25000}});
histos.add("hNumITSTPCtracksInTimeWindow_vs_FT0Campl", ";FT0C ampl. sum in time window;n ITS-TPC tracks in time window", kTH2D, {{nBins2D, 0, kMaxOccup * 250000}, {nBins2D, 0, kMaxOccup * 25000}});
histos.add("hNumITSTPCtracksInTimeWindow_vs_ITS567tracks", ";n ITS tracks with 5,6,7 hits in time window;n ITS-TPC tracks in time window", kTH2D, {{nBins2D, 0, kMaxOccup * 25000}, {nBins2D, 0, kMaxOccup * 25000}});
histos.add("hNumITS567tracks_vs_FT0Campl_ThisEvent", ";FT0C ampl.;n ITS tracks with 5,6,7 hits", kTH2D, {{nBins2D, 0, kMaxThisEv * 100000}, {nBins2D, 0, kMaxThisEv * 8000}});
histos.add("hNumITSTPCtracks_vs_FT0Campl_ThisEvent", ";FT0C ampl.;n ITS-TPC tracks", kTH2D, {{nBins2D, 0, kMaxThisEv * 100000}, {nBins2D, 0, kMaxThisEv * 8000}});
histos.add("hNumITSTPCtracks_vs_ITS567tracks_ThisEvent", ";n ITS tracks with 5,6,7 hits;n ITS-TPC tracks", kTH2D, {{nBins2D, 0, kMaxThisEv * 8000}, {nBins2D, 0, kMaxThisEv * 8000}});
// 3D
histos.add("hNumITSTPC_vs_ITS567tracksThisCol_vs_ITS567tracksInTimeWindow_BEFORE_sel", ";n ITS tracks with 5,6,7 cls, this collision;n ITS-TPC tracks, this collision;ITS tracks with 5,6,7 cls in time window", kTH3D, {{nBins3D, 0, kMaxThisEv * 8000}, {nBins3D, 0, kMaxThisEv * 8000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 25000}});
histos.add("hNumITSTPC_vs_ITS567tracksThisCol_vs_FT0CamplInTimeWindow_BEFORE_sel", ";n ITS tracks with 5,6,7 cls, this collision;n ITS-TPC tracks, this collision;FT0C ampl. sum in time window", kTH3D, {{nBins3D, 0, kMaxThisEv * 8000}, {nBins3D, 0, kMaxThisEv * 8000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 250000}});
histos.add("hNumITSTPC_vs_ITS567tracksThisCol_vs_ITS567tracksInTimeWindow", ";n ITS tracks with 5,6,7 cls, this collision;n ITS-TPC tracks, this collision;ITS tracks with 5,6,7 cls in time window", kTH3D, {{nBins3D, 0, kMaxThisEv * 8000}, {nBins3D, 0, kMaxThisEv * 8000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 25000}});
histos.add("hNumITSTPC_vs_ITS567tracksThisCol_vs_FT0CamplInTimeWindow", ";n ITS tracks with 5,6,7 cls, this collision;n ITS-TPC tracks, this collision;FT0C ampl. sum in time window", kTH3D, {{nBins3D, 0, kMaxThisEv * 8000}, {nBins3D, 0, kMaxThisEv * 8000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 250000}});
histos.add("hNumITSTPC_vs_ITS567tracksThisCol_vs_FT0CamplInTimeWindow_kNoCollInTimeRangeNarrow", ";n ITS tracks with 5,6,7 cls, this collision;n ITS-TPC tracks, this collision;FT0C ampl. sum in time window", kTH3D, {{nBins3D, 0, kMaxThisEv * 8000}, {nBins3D, 0, kMaxThisEv * 8000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 250000}});
histos.add("hNumITSTPC_vs_FT0CthisCol_vs_FT0CamplInTimeWindow_kNoCollInTimeRangeNarrow", ";FT0C this collision;n ITS-TPC tracks, this collision;FT0C ampl. sum in time window", kTH3D, {{nBins3D, 0, kMaxThisEv * 80000}, {nBins3D, 0, kMaxThisEv * 8000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 250000}});
histos.add("hNumITS567_vs_FT0CthisCol_vs_FT0CamplInTimeWindow_kNoCollInTimeRangeNarrow", ";FT0C this collision;n ITS567cls tracks, this collision;FT0C ampl. sum in time window", kTH3D, {{nBins3D, 0, kMaxThisEv * 80000}, {nBins3D, 0, kMaxThisEv * 8000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 250000}});
}
// nD, time bins to cover the range -confTimeIntervalForSmallBins... +confTimeIntervalForSmallBins (us)
double timeBinSize = 2 * confTimeIntervalForSmallBins / confNumberOfSmallTimeBins;
std::vector<double> arrTimeBins;
for (int i = 0; i < confNumberOfSmallTimeBins + 1; i++)
arrTimeBins.push_back(-confTimeIntervalForSmallBins + i * timeBinSize);
const AxisSpec axisTimeBins{arrTimeBins, "#Delta t, #mus"};
int nBinsX = 20;
int nBinsY = 40;
histos.add("occupancyInTimeBins", ";time bin (#mus);n ITS tracks with 5,6,7 cls, this collision;n ITS-TPC tracks, this collision;ITS tracks with 5,6,7 cls in time window", kTHnF, {axisTimeBins, {nBinsX, 0, kMaxThisEv * 4000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 10000}});
histos.add("occupancyInTimeBins_vs_FT0thisCol_kNoCollInTimeRangeNarrow", ";time bin (#mus);FT0C this collision, this collision;n ITS-TPC tracks, this collision;ITS tracks with 5,6,7 cls in time window", kTHnF, {axisTimeBins, {nBins3D, 0, kMaxThisEv * 100000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 10000}});
histos.add("occupancyInTimeBins_nITS567_vs_FT0thisCol_kNoCollInTimeRangeNarrow", ";time bin (#mus);FT0C this collision, this collision;n ITS567cls tracks, this collision;ITS tracks with 5,6,7 cls in time window", kTHnF, {axisTimeBins, {nBins3D, 0, kMaxThisEv * 100000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 10000}});
if (confFlagManyHeavyHistos) {
histos.add("occupancyInTimeBins_BEFORE_sel", ";time bin (#mus);n ITS tracks with 5,6,7 cls, this collision;n ITS-TPC tracks, this collision;ITS tracks with 5,6,7 cls in time window", kTHnF, {axisTimeBins, {nBinsX, 0, kMaxThisEv * 4000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 10000}});
histos.add("occupancyInTimeBins_occupByFT0_BEFORE_sel", ";time bin (#mus);n ITS tracks with 5,6,7 cls, this collision;n ITS-TPC tracks, this collision;sum FT0 in time window", kTHnF, {axisTimeBins, {nBinsX, 0, kMaxThisEv * 4000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 100000}});
histos.add("occupancyInTimeBins_occupByFT0", ";time bin (#mus);n ITS tracks with 5,6,7 cls, this collision;n ITS-TPC tracks, this collision;sum FT0 in time window", kTHnF, {axisTimeBins, {nBinsX, 0, kMaxThisEv * 4000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 100000}});
histos.add("occupancyInTimeBins_occupByFT0_kNoCollInTimeRangeNarrow", ";time bin (#mus);n ITS tracks with 5,6,7 cls, this collision;n ITS-TPC tracks, this collision;sum FT0 in time window", kTHnF, {axisTimeBins, {nBinsX, 0, kMaxThisEv * 4000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 100000}});
histos.add("occupancyInTimeBins_vs_FT0thisCol_occupByFT0_kNoCollInTimeRangeNarrow", ";time bin (#mus);FT0C this collision, this collision;n ITS-TPC tracks, this collision;sum FT0 in time window", kTHnF, {axisTimeBins, {nBins3D, 0, kMaxThisEv * 100000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 100000}});
histos.add("occupancyInTimeBins_nITS567_vs_FT0thisCol_occupByFT0_kNoCollInTimeRangeNarrow", ";time bin (#mus);FT0C this collision, this collision;n ITS567cls tracks, this collision;sum FT0 in time window", kTHnF, {axisTimeBins, {nBins3D, 0, kMaxThisEv * 100000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 100000}});
histos.add("occupancyInTimeBins_nITS567_vs_FT0thisCol_occupByFT0_kNoCollInTimeRangeNarrow_NoCollInRofStrict", ";time bin (#mus);FT0C this collision, this collision;n ITS567cls tracks, this collision;sum FT0 in time window", kTHnF, {axisTimeBins, {nBins3D, 0, kMaxThisEv * 100000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 100000}});
}
if (confFlagIsTOFIsTRDdtStudy) {
histos.add("occupancyInTimeBins_nITSTOF_vs_FT0thisCol_kNoCollInTimeRangeNarrow", ";time bin (#mus);FT0C this collision, this collision;n ITSTOF tracks, this collision;ITS tracks with 5,6,7 cls in time window", kTHnF, {axisTimeBins, {nBins3D, 0, kMaxThisEv * 100000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 10000}});
histos.add("occupancyInTimeBins_nITSTRD_vs_FT0thisCol_kNoCollInTimeRangeNarrow", ";time bin (#mus);FT0C this collision, this collision;n ITSTRD tracks, this collision;ITS tracks with 5,6,7 cls in time window", kTHnF, {axisTimeBins, {nBins3D, 0, kMaxThisEv * 100000}, {nBinsY, 0, kMaxThisEv * 4000}, {nBins3DoccupancyAxis, 0, kMaxOccup * 10000}});
}
histos.add("thisEventITStracksInTimeBins", ";time bin (#mus);n tracks", kTH1F, {axisTimeBins});
histos.add("thisEventITSTPCtracksInTimeBins", ";time bin (#mus);n tracks", kTH1F, {axisTimeBins});
histos.add("thisEventFT0CInTimeBins", ";time bin (#mus);n tracks", kTH1F, {axisTimeBins});
histos.add("qaForHighOccupITStracksInTimeBinPast", ";time bin (#mus);n tracks", kTH1F, {axisTimeBins});
histos.add("qaForHighOccupITStracksInTimeBinFuture1", ";time bin (#mus);n tracks", kTH1F, {axisTimeBins});
histos.add("qaForHighOccupITStracksInTimeBinFuture2", ";time bin (#mus);n tracks", kTH1F, {axisTimeBins});
histos.add("qaForHighOccupITStracksForNeighbourEvents", ";time bin (#mus);n tracks", kTH1F, {axisTimeBins});
// save dt information for several first collisions for QA
histos.add<TH2>("histOccupInTimeBinsQA", ";dt;this coll id", kTH2F, {axisTimeBins, {nCollisionsForTimeBinQA, -0.5, nCollisionsForTimeBinQA - 0.5}});
// QA of occupancy-based event selection
histos.add("hOccupancy", "", kTH1D, {{15002, -1.5, 15000.5}});
histos.add("hOccupancyVsOrbit", ";orbit id;weighted occupancy;n events", kTH2F, {{128, -0.5, 127.5}, {600, 0, 15000}});
AxisSpec axisOccupancyTracks{nBinsOccupancy, 0., nMaxOccupancy, "occupancy (n ITS tracks weighted)"};
if (confFlagCentralityIsAvailable) {
AxisSpec axisCentrality{100, 0, 100, "centrality, %"};
histos.add("hCentrVsOccupancy", "hCentrVsOccupancy", kTH2F, {axisCentrality, axisOccupancyTracks});
histos.add("hCentrVsOccupancyNoCollStd", "hCentrVsOccupancyNoCollStd", kTH2F, {axisCentrality, axisOccupancyTracks});
}
if (confAddTracksVsFwdHistos) {
AxisSpec axisNtracks{nBinsTracks, -0.5, nMaxTracks - 0.5, "n tracks"};
AxisSpec axisNtracksGlobal{nBinsTracks, -0.5, nMaxGlobalTracks - 0.5, "n tracks"};
AxisSpec axisMultV0A{nBinsMultFwd, 0., static_cast<float>(nMaxMultFwd), "mult V0A"};
AxisSpec axisMultFT0C{nBinsMultFwd, 0., static_cast<float>(nMaxMultFwd * 0.4), "mult FT0C"};
histos.add("nTracksPV_vs_V0A_kNoCollInTimeRangeStandard", "nTracksPV_vs_V0A_kNoCollInTimeRangeStandard", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_kNoCollInTimeRangeNarrow", "nTracksPV_vs_V0A_kNoCollInTimeRangeNarrow", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_occup_0_250", "nTracksPV_vs_V0A_occup_0_250", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_occup_0_500", "nTracksPV_vs_V0A_occup_0_500", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_occup_0_750", "nTracksPV_vs_V0A_occup_0_750", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_occup_0_500_kNoCollInTimeRangeStandard", "nTracksPV_vs_V0A_occup_0_500_kNoCollInTimeRangeStandard", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_occup_0_500_kNoCollInTimeRangeNarrow", "nTracksPV_vs_V0A_occup_0_500_kNoCollInTimeRangeNarrow", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_noOccupSel", "nTracksPV_vs_V0A_noOccupSel", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_occup_0_500_kNoCollInTimeRangeStandard_extraCuts", "nTracksPV_vs_V0A_occup_0_500_kNoCollInTimeRangeStandard_extraCuts", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_occup_ABOVE_750", "nTracksPV_vs_V0A_occup_ABOVE_750", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_occup_Minus1", "nTracksPV_vs_V0A_occup_Minus1", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_AntiNoCollInTimeRangeStandard", "nTracksPV_vs_V0A_AntiNoCollInTimeRangeStandard", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksPV_vs_V0A_AntiNoCollInTimeRangeNarrow", "nTracksPV_vs_V0A_AntiNoCollInTimeRangeNarrow", kTH2F, {axisMultV0A, axisNtracks});
histos.add("nTracksGlobal_vs_V0A_kNoCollInTimeRangeStandard", "nTracksGlobal_vs_V0A_kNoCollInTimeRangeStandard", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_kNoCollInTimeRangeNarrow", "nTracksGlobal_vs_V0A_kNoCollInTimeRangeNarrow", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_occup_0_250", "nTracksGlobal_vs_V0A_occup_0_250", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_occup_0_500", "nTracksGlobal_vs_V0A_occup_0_500", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_occup_0_750", "nTracksGlobal_vs_V0A_occup_0_750", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_occup_0_500_kNoCollInTimeRangeStandard", "nTracksGlobal_vs_V0A_occup_0_500_kNoCollInTimeRangeStandard", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_occup_0_500_kNoCollInTimeRangeNarrow", "nTracksGlobal_vs_V0A_occup_0_500_kNoCollInTimeRangeNarrow", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_noOccupSel", "nTracksGlobal_vs_V0A_noOccupSel", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_occup_0_500_kNoCollInTimeRangeStandard_extraCuts", "nTracksGlobal_vs_V0A_occup_0_500_kNoCollInTimeRangeStandard_extraCuts", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_occup_ABOVE_750", "nTracksGlobal_vs_V0A_occup_ABOVE_750", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_occup_Minus1", "nTracksGlobal_vs_V0A_occup_Minus1", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_AntiNoCollInTimeRangeStandard", "nTracksGlobal_vs_V0A_AntiNoCollInTimeRangeStandard", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_V0A_AntiNoCollInTimeRangeNarrow", "nTracksGlobal_vs_V0A_AntiNoCollInTimeRangeNarrow", kTH2F, {axisMultV0A, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_kNoCollInTimeRangeStandard", "nTracksGlobal_vs_nPV_kNoCollInTimeRangeStandard", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_kNoCollInTimeRangeNarrow", "nTracksGlobal_vs_nPV_kNoCollInTimeRangeNarrow", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occup_0_250", "nTracksGlobal_vs_nPV_occup_0_250", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occup_0_500", "nTracksGlobal_vs_nPV_occup_0_500", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occup_0_750", "nTracksGlobal_vs_nPV_occup_0_750", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occup_0_2000", "nTracksGlobal_vs_nPV_occup_0_2000", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occup_0_500_kNoCollInTimeRangeStandard", "nTracksGlobal_vs_nPV_occup_0_500_kNoCollInTimeRangeStandard", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occup_0_500_kNoCollInTimeRangeNarrow", "nTracksGlobal_vs_nPV_occup_0_500_kNoCollInTimeRangeNarrow", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_noOccupSel", "nTracksGlobal_vs_nPV_noOccupSel", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occup_0_500_kNoCollInTimeRangeStandard_extraCuts", "nTracksGlobal_vs_nPV_occup_0_500_kNoCollInTimeRangeStandard_extraCuts", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occup_0_2000_kNoCollInTimeRangeStandard_extraCuts", "nTracksGlobal_vs_nPV_occup_0_2000_kNoCollInTimeRangeStandard_extraCuts", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occup_ABOVE_750", "nTracksGlobal_vs_nPV_occup_ABOVE_750", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occup_Minus1", "nTracksGlobal_vs_nPV_occup_Minus1", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_AntiNoCollInTimeRangeStandard", "nTracksGlobal_vs_nPV_AntiNoCollInTimeRangeStandard", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_AntiNoCollInTimeRangeNarrow", "nTracksGlobal_vs_nPV_AntiNoCollInTimeRangeNarrow", kTH2F, {axisNtracks, axisNtracksGlobal});
// histos.add("nTracksGlobal_vs_nPV_QA_onlyVzCut_noTFROFborderCuts", "nTracksGlobal_vs_nPV_QA_onlyVzCut_noTFROFborderCuts", kTH2F, {axisNtracks, axisNtracksGlobal});
// histos.add("nTracksGlobal_vs_nPV_QA_after_TFborderCut", "nTracksGlobal_vs_nPV_QA_after_TFborderCut", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occupByFT0C_0_2500", "nTracksGlobal_vs_nPV_occupByFT0C_0_2500", kTH2F, {axisNtracks, axisNtracksGlobal});
histos.add("nTracksGlobal_vs_nPV_occupByFT0C_0_20000", "nTracksGlobal_vs_nPV_occupByFT0C_0_20000", kTH2F, {axisNtracks, axisNtracksGlobal});
// 3D histograms with occupancy axis
histos.add("nTracksGlobal_vs_nPV_vs_occup_pure", "nTracksGlobal_vs_nPV_vs_occup_pure", kTH3F, {axisNtracks, axisNtracksGlobal, axisOccupancyTracks});
histos.add("nTracksGlobal_vs_nPV_vs_occup_kNoCollInTimeRangeStandard", "nTracksGlobal_vs_nPV_vs_occup_kNoCollInTimeRangeStandard", kTH3F, {axisNtracks, axisNtracksGlobal, axisOccupancyTracks});
histos.add("nTracksGlobal_vs_nPV_vs_occup_kNoCollInTimeRangeNarrow", "nTracksGlobal_vs_nPV_vs_occup_kNoCollInTimeRangeNarrow", kTH3F, {axisNtracks, axisNtracksGlobal, axisOccupancyTracks});
histos.add("nTracksGlobal_vs_nPV_vs_occup_kNoCollInTimeRangeStandard_extraCuts", "nTracksGlobal_vs_nPV_vs_occup_kNoCollInTimeRangeStandard_extraCuts", kTH3F, {axisNtracks, axisNtracksGlobal, axisOccupancyTracks});
// 3D histograms: nGlobalTracks with cls567 as y-axis, V0A as x-axis:
histos.add("nTracksGlobal_vs_V0A_vs_occup_pure", "", kTH3F, {axisMultV0A, axisNtracksGlobal, axisOccupancyTracks});
histos.add("nTracksGlobal_vs_V0A_vs_occup_kNoCollInTimeRangeNarrow", "", kTH3F, {axisMultV0A, axisNtracksGlobal, axisOccupancyTracks});
histos.add("nTracksGlobal_vs_V0A_vs_occup_kNoCollInTimeRangeStandard_extraCuts", "", kTH3F, {axisMultV0A, axisNtracksGlobal, axisOccupancyTracks});
// FT0C as x-axis:
histos.add("nTracksGlobal_vs_FT0C_vs_occup_pure", "", kTH3F, {axisMultFT0C, axisNtracksGlobal, axisOccupancyTracks});
histos.add("nTracksGlobal_vs_FT0C_vs_occup_kNoCollInTimeRangeStandard_extraCuts", "", kTH3F, {axisMultFT0C, axisNtracksGlobal, axisOccupancyTracks});
// 3D histograms: now - nITStracks with cls567 as y-axis, V0A as x-axis:
histos.add("nPV_vs_V0A_vs_occup_pure", "", kTH3F, {axisMultV0A, axisNtracks, axisOccupancyTracks});
histos.add("nPV_vs_V0A_vs_occup_kNoCollInTimeRangeNarrow", "", kTH3F, {axisMultV0A, axisNtracks, axisOccupancyTracks});
histos.add("nPV_vs_V0A_vs_occup_kNoCollInTimeRangeStandard_extraCuts", "", kTH3F, {axisMultV0A, axisNtracks, axisOccupancyTracks});
// FT0C as x-axis:
histos.add("nPV_vs_FT0C_vs_occup_pure", "", kTH3F, {axisMultFT0C, axisNtracks, axisOccupancyTracks});
histos.add("nPV_vs_FT0C_vs_occup_kNoCollInTimeRangeStandard_extraCuts", "", kTH3F, {axisMultFT0C, axisNtracks, axisOccupancyTracks});
}
}
Preslice<FullTracksIU> perCollision = aod::track::collisionId;
void processRun3(
ColEvSels const& cols,
FullTracksIU const& tracks,
BCsRun3 const& bcs,
aod::FT0s const&)
{
int runNumber = bcs.iteratorAt(0).runNumber();
if (runNumber != lastRunNumber) {
lastRunNumber = runNumber; // do it only once
if (runNumber >= 500000) {
auto runInfo = o2::parameters::AggregatedRunInfo::buildAggregatedRunInfo(o2::ccdb::BasicCCDBManager::instance(), runNumber);
// first bc of the first orbit
bcSOR = runInfo.orbitSOR * o2::constants::lhc::LHCMaxBunches;
// duration of TF in bcs
nBCsPerTF = runInfo.orbitsPerTF * o2::constants::lhc::LHCMaxBunches;
LOGP(info, "bcSOR = {}, nBCsPerTF = {}", bcSOR, nBCsPerTF);
}
}
// vectors with info for the occupancy study
std::vector<int> vFoundBCindex(cols.size(), -1); // indices of found bcs
std::vector<int64_t> vFoundGlobalBC(cols.size(), 0); // global BCs for collisions
std::vector<bool> vIsVertexTOFmatched(cols.size(), 0); // at least one of vertex contributors is matched to TOF
std::vector<int> vTracksITS567perColl(cols.size(), 0); // counter of tracks per found bc for occupancy studies
std::vector<int> vTracksITS567perCollPtEtaCuts(cols.size(), 0); // counter of tracks per found bc for occupancy studies
std::vector<int> vTracksGlobalPerCollPtEtaCuts(cols.size(), 0); // counter of tracks per found bc for occupancy studies
std::vector<int> vTracksITSTPCperColl(cols.size(), 0); // counter of tracks per found bc for occupancy studies
std::vector<int> vTracksITSTPCperCollPtEtaCuts(cols.size(), 0); // counter of tracks per found bc for occupancy studies
std::vector<int> vTracksITSTOFperCollPtEtaCuts(cols.size(), 0); // counter of tracks per found bc for occupancy studies
std::vector<int> vTracksITSTRDperCollPtEtaCuts(cols.size(), 0); // counter of tracks per found bc for occupancy studies
std::vector<float> vAmpFT0CperColl(cols.size(), 0); // amplitude FT0C per collision
std::vector<int> vTFids(cols.size(), 0);
std::vector<bool> vIsFullInfoForOccupancy(cols.size(), 0);
std::vector<bool> vIsMarkedCollForAnalysis(cols.size(), 0); // cut on the max bcId in the time frame
std::vector<int> vFlagsForEtaQAvsOccupancyInDeltaTimeWins(cols.size(), 0);
const double timeWinOccupancyCalcNS = confTimeIntervalForOccupancyCalculation * 1e3; // ns, to be compared with TPC drift time
const double bcNS = o2::constants::lhc::LHCBunchSpacingNS;
for (const auto& col : cols) {
const auto& bc = col.foundBC_as<BCsRun3>();
// count tracks of different types
int nITS567cls = 0;
int nITS567clsPtEtaCuts = 0;
int nGlobalPtEtaCuts = 0;
int nITSTPCtracks = 0;
int nITSTPCtracksPtEtaCuts = 0;
int nITSTOFtracksPtEtaCuts = 0;
int nITSTRDtracksPtEtaCuts = 0;
int nTOFtracks = 0;
// int nTRDtracks = 0;
auto tracksGrouped = tracks.sliceBy(perCollision, col.globalIndex());
for (const auto& track : tracksGrouped) {
if (!track.isPVContributor()) {
continue;
}
if (track.itsNCls() < 5)
continue;
nITS567cls++;
nITSTPCtracks += track.hasITS() && track.hasTPC();
nTOFtracks += track.hasTOF();
if (track.pt() < confCutPtMinThisEvent || track.pt() > confCutPtMaxThisEvent)
continue;
if (track.eta() < confCutEtaMinTracksThisEvent || track.eta() > confCutEtaMaxTracksThisEvent)
continue;
nITS567clsPtEtaCuts++;
nITSTOFtracksPtEtaCuts += track.hasITS() && track.hasTOF();
nITSTRDtracksPtEtaCuts += track.hasITS() && track.hasTRD();
if (track.tpcNClsFound() < confCutMinTPCcls)
continue;
nITSTPCtracksPtEtaCuts += track.hasITS() && track.hasTPC();
nGlobalPtEtaCuts += track.isGlobalTrack();
}
int32_t foundBC = bc.globalIndex();
int32_t colIndex = col.globalIndex();
vFoundBCindex[colIndex] = foundBC;
vFoundGlobalBC[colIndex] = bc.globalBC();
if (bc.has_foundFT0())
vAmpFT0CperColl[colIndex] = bc.foundFT0().sumAmpC();
vIsVertexTOFmatched[colIndex] = nTOFtracks > 0;
vTracksITS567perColl[colIndex] = nITS567cls;
vTracksITS567perCollPtEtaCuts[colIndex] = nITS567clsPtEtaCuts;
vTracksGlobalPerCollPtEtaCuts[colIndex] = nGlobalPtEtaCuts;
vTracksITSTPCperColl[colIndex] = nITSTPCtracks;
vTracksITSTPCperCollPtEtaCuts[colIndex] = nITSTPCtracksPtEtaCuts;
vTracksITSTOFperCollPtEtaCuts[colIndex] = nITSTOFtracksPtEtaCuts;
vTracksITSTRDperCollPtEtaCuts[colIndex] = nITSTRDtracksPtEtaCuts;
// TF ids within a given cols table
int tfId = (bc.globalBC() - bcSOR) / nBCsPerTF;
vTFids[colIndex] = tfId;
// check that this collision has full information inside the time window (taking into account TF borders)
int64_t bcInTF = (bc.globalBC() - bcSOR) % nBCsPerTF;
vIsFullInfoForOccupancy[colIndex] = ((bcInTF - 300) * bcNS > timeWinOccupancyCalcNS) && ((nBCsPerTF - 4000 - bcInTF) * bcNS > timeWinOccupancyCalcNS) ? true : false;
// cut on the max bc in the time frame
vIsMarkedCollForAnalysis[colIndex] = nMaxBcInTFforAnalysis == -1 ? 1 : (bcInTF >= 300 && bcInTF < nMaxBcInTFforAnalysis);
LOGP(debug, "### check bcInTF cut: colIndex={} bcInTF={} vIsFullInfoForOccupancy={}", colIndex, bcInTF, static_cast<int>(vIsFullInfoForOccupancy[colIndex]));
}
// find for each collision all collisions within the defined time window
std::vector<std::vector<int>> vCollsInTimeWin;
std::vector<std::vector<float>> vTimeDeltaForColls; // delta time wrt a given collision
for (const auto& col : cols) {
int32_t colIndex = col.globalIndex();
std::vector<int> vCollsAssocToGivenColl;
std::vector<float> vCollsTimeDeltaWrtGivenColl;
// protection against the TF borders
if (!vIsFullInfoForOccupancy[colIndex]) {
vCollsInTimeWin.push_back(vCollsAssocToGivenColl);
vTimeDeltaForColls.push_back(vCollsTimeDeltaWrtGivenColl);
continue;
}
int64_t foundGlobalBC = vFoundGlobalBC[colIndex];
int64_t tfId = (foundGlobalBC - bcSOR) / nBCsPerTF;
// find all collisions in time window before the current one (start with the current collision)
int32_t minColIndex = colIndex;
while (minColIndex >= 0) {
int64_t thisBC = vFoundGlobalBC[minColIndex];
// check if this is still the same TF
int64_t thisTfId = (thisBC - bcSOR) / nBCsPerTF;
if (thisTfId != tfId)
break;
float dt = (thisBC - foundGlobalBC) * bcNS; // ns
if (confFlagWhichTimeRange == 2 && dt < 0)
break;
// check if we are within the chosen time range
if (dt < -timeWinOccupancyCalcNS)
break;
vCollsAssocToGivenColl.push_back(minColIndex);
vCollsTimeDeltaWrtGivenColl.push_back(dt);
minColIndex--;
}
// find all collisions in time window after the current one
int32_t maxColIndex = colIndex + 1;
while (maxColIndex < cols.size() && confFlagWhichTimeRange != 1) {
int64_t thisBC = vFoundGlobalBC[maxColIndex];
int64_t thisTfId = (thisBC - bcSOR) / nBCsPerTF;
if (thisTfId != tfId)
break;
float dt = (thisBC - foundGlobalBC) * bcNS; // ns
if (dt > timeWinOccupancyCalcNS)
break;
vCollsAssocToGivenColl.push_back(maxColIndex);
vCollsTimeDeltaWrtGivenColl.push_back(dt);
maxColIndex++;
}
vCollsInTimeWin.push_back(vCollsAssocToGivenColl);
vTimeDeltaForColls.push_back(vCollsTimeDeltaWrtGivenColl);
}
// perform the occupancy calculation in the pre-defined time window
uint32_t orbitAtCollIndexZero = 0;
for (const auto& col : cols) {
int32_t colIndex = col.globalIndex();
// protection against the TF borders
if (!vIsFullInfoForOccupancy[colIndex])
continue;
// cut on the max bcId in the time frame (to avoid the artificial fade-out tail in the MC productions)
if (!vIsMarkedCollForAnalysis[colIndex])
continue;
// cut on vZ for a given collision
if (col.posZ() < confCutVertZMinThisEvent || col.posZ() > confCutVertZMaxThisEvent)
continue;
// skip if collision is close to TF border
if (!col.selection_bit(kNoTimeFrameBorder))
continue;
// skip if collision is close to ROF border
if (!col.selection_bit(kNoITSROFrameBorder))
continue;
std::vector<int> vCollsAssocToGivenColl = vCollsInTimeWin[colIndex];
std::vector<float> vCollsTimeDeltaWrtGivenColl = vTimeDeltaForColls[colIndex];
LOGP(debug, " >> vCollsAssocToGivenColl.size={}", vCollsAssocToGivenColl.size());
int64_t foundGlobalBC = vFoundGlobalBC[colIndex];
uint32_t orbit = foundGlobalBC / o2::constants::lhc::LHCMaxBunches;
if (colIndex == 0)
orbitAtCollIndexZero = orbit;
int nITS567tracksInTimeWindow = 0;
int nITSTPCtracksInTimeWindow = 0;
int nITS567tracksInTimeWindowSel = 0;
int nITSTPCtracksInTimeWindowSel = 0;
int nCollInTimeWindow = 0;
int nCollInTimeWindowSel = 0;
int nCollInTimeWindowSelITSTPC = 0;
int nCollInTimeWindowSelIfTOF = 0;
double multFT0CmainCollision = 0.f;
double multFT0CInTimeWindow = 0.f;
map<int64_t, int32_t> mUniqueBC;
bool sel = col.selection_bit(kIsTriggerTVX);
// loop over nearby collisions
for (unsigned int iCol = 0; iCol < vCollsAssocToGivenColl.size(); iCol++) {
int thisColIndex = vCollsAssocToGivenColl[iCol];
int64_t thisGlobBC = vFoundGlobalBC[thisColIndex];
float thisColTimeDiff = vCollsTimeDeltaWrtGivenColl[iCol] / 1e3; // ns -> us
// fill this-event time bins
if (thisColIndex != colIndex && std::fabs(thisColTimeDiff) < confTimeIntervalForSmallBins) {
LOGP(debug, " iCol={}/{}, thisColIndex={}, colIndex={}, thisColTimeDiff={} nITS={}", iCol, vCollsAssocToGivenColl.size(), thisColIndex, colIndex, thisColTimeDiff, vTracksITS567perColl[thisColIndex]);
histos.fill(HIST("thisEventITStracksInTimeBins"), thisColTimeDiff, vTracksITS567perColl[thisColIndex]);
histos.fill(HIST("thisEventFT0CInTimeBins"), thisColTimeDiff, vAmpFT0CperColl[thisColIndex]);
// histos.fill(HIST("thisEventITSTPCtracksInTimeBins"), thisColTimeDiff, vTracksITSTPCperColl[thisColIndex]);
}
nCollInTimeWindow++;
nITS567tracksInTimeWindow += vTracksITS567perColl[thisColIndex];
nITSTPCtracksInTimeWindow += vTracksITSTPCperColl[thisColIndex];
auto thisBC = bcs.iteratorAt(vFoundBCindex[thisColIndex]);
bool selThisBCsel = thisBC.selection_bit(kIsTriggerTVX);
if (sel && selThisBCsel) {
nCollInTimeWindowSel++;
nITS567tracksInTimeWindowSel += vTracksITS567perColl[thisColIndex];
nITSTPCtracksInTimeWindowSel += vTracksITSTPCperColl[thisColIndex];
mUniqueBC[thisGlobBC] = thisColIndex;
if (vTracksITSTPCperColl[thisColIndex] >= 2)
nCollInTimeWindowSelITSTPC++;
if (vIsVertexTOFmatched[thisColIndex])
nCollInTimeWindowSelIfTOF++;
}
if (thisBC.has_foundFT0()) {
float multFT0C = thisBC.foundFT0().sumAmpC();
if (iCol == 0) // the "middle" collision we study
multFT0CmainCollision = multFT0C;
multFT0CInTimeWindow += multFT0C;
}
LOGP(debug, "### Occupancy in time window study: colIndex={} thisColIndex={} thisGlobBC={} nTrThisCol={} nITSTPCtracksInTimeWindow={} timeDiff={} deltaBC={}", colIndex, thisColIndex, thisGlobBC, vTracksITSTPCperColl[thisColIndex], nITSTPCtracksInTimeWindow, (foundGlobalBC - thisGlobBC) * bcNS, foundGlobalBC - thisGlobBC);
}
LOGP(debug, " --> ### summary: colIndex={}/{} BC={} orbit={} nCollInTimeWindow={} nCollInTimeWindowSel={} nITSTPCtracksInTimeWindow={} ", colIndex, cols.size(), foundGlobalBC, orbit - orbitAtCollIndexZero, nCollInTimeWindow, nCollInTimeWindowSel, nITSTPCtracksInTimeWindow);
if (confAddBasicQAhistos) {
histos.fill(HIST("hNumITS567tracksInTimeWindow"), nITS567tracksInTimeWindow);
histos.fill(HIST("hNumITSTPCtracksInTimeWindow"), nITSTPCtracksInTimeWindow);
histos.fill(HIST("hNumITSTPCtracksPerCollision"), vTracksITSTPCperColl[colIndex]);
histos.fill(HIST("hNumITS567tracksPerCollision"), vTracksITS567perColl[colIndex]);
histos.fill(HIST("hNumITSTPCtracksInTimeWindow_vs_TracksPerColl"), vTracksITSTPCperColl[colIndex], nITSTPCtracksInTimeWindow);
histos.fill(HIST("hNumITSTPCtracksInTimeWindow_vs_TracksPerColl_withoutThisCol"), vTracksITSTPCperColl[colIndex], nITSTPCtracksInTimeWindow - vTracksITSTPCperColl[colIndex]);
histos.fill(HIST("hNumITS567tracksInTimeWindow_vs_TracksPerColl"), vTracksITS567perColl[colIndex], nITS567tracksInTimeWindow);
histos.fill(HIST("hNumITS567tracksInTimeWindow_vs_TracksPerColl_withoutThisCol"), vTracksITS567perColl[colIndex], nITS567tracksInTimeWindow - vTracksITS567perColl[colIndex]);
histos.fill(HIST("hNumCollInTimeWindow"), nCollInTimeWindow);
int64_t bcInTF = (vFoundGlobalBC[colIndex] - bcSOR) % nBCsPerTF;
int orbitId = bcInTF / o2::constants::lhc::LHCMaxBunches;
histos.fill(HIST("hNumCollInTimeWindowVsOrbit"), orbitId, nCollInTimeWindow);
histos.fill(HIST("hNumUniqueBCInTimeWindow"), mUniqueBC.size());
// 3D before ev quality cut:
histos.fill(HIST("hNumITSTPC_vs_ITS567tracksThisCol_vs_ITS567tracksInTimeWindow_BEFORE_sel"), vTracksITS567perCollPtEtaCuts[colIndex], vTracksITSTPCperCollPtEtaCuts[colIndex], nITS567tracksInTimeWindow - vTracksITS567perColl[colIndex]);
histos.fill(HIST("hNumITSTPC_vs_ITS567tracksThisCol_vs_FT0CamplInTimeWindow_BEFORE_sel"), vTracksITS567perCollPtEtaCuts[colIndex], vTracksITSTPCperCollPtEtaCuts[colIndex], multFT0CInTimeWindow - multFT0CmainCollision);
if (sel && std::fabs(col.posZ()) < 10) {
histos.fill(HIST("hNumITS567tracksInTimeWindowSel"), nITS567tracksInTimeWindowSel);
histos.fill(HIST("hNumITSTPCtracksInTimeWindowSel"), nITSTPCtracksInTimeWindowSel);
histos.fill(HIST("hNumITS567tracksPerCollisionSel"), vTracksITS567perColl[colIndex]);
histos.fill(HIST("hNumITSTPCtracksPerCollisionSel"), vTracksITSTPCperCollPtEtaCuts[colIndex]);
histos.fill(HIST("hNumCollInTimeWindowSel"), nCollInTimeWindowSel);
histos.fill(HIST("hNumCollInTimeWindowSelITSTPC"), nCollInTimeWindowSelITSTPC);
histos.fill(HIST("hNumCollInTimeWindowSelIfTOF"), nCollInTimeWindowSelIfTOF);
// 3D histograms: ITS vs ITSTPC in this event vs occupancy from other events
histos.fill(HIST("hNumITSTPC_vs_ITS567tracksThisCol_vs_ITS567tracksInTimeWindow"), vTracksITS567perCollPtEtaCuts[colIndex], vTracksITSTPCperCollPtEtaCuts[colIndex], nITS567tracksInTimeWindow - vTracksITS567perColl[colIndex]);
histos.fill(HIST("hNumITSTPC_vs_ITS567tracksThisCol_vs_FT0CamplInTimeWindow"), vTracksITS567perCollPtEtaCuts[colIndex], vTracksITSTPCperCollPtEtaCuts[colIndex], multFT0CInTimeWindow - multFT0CmainCollision);
if (col.selection_bit(kNoCollInTimeRangeNarrow)) {
histos.fill(HIST("hNumITSTPC_vs_ITS567tracksThisCol_vs_FT0CamplInTimeWindow_kNoCollInTimeRangeNarrow"), vTracksITS567perCollPtEtaCuts[colIndex], vTracksITSTPCperCollPtEtaCuts[colIndex], multFT0CInTimeWindow - multFT0CmainCollision);
histos.fill(HIST("hNumITSTPC_vs_FT0CthisCol_vs_FT0CamplInTimeWindow_kNoCollInTimeRangeNarrow"), multFT0CmainCollision, vTracksITSTPCperCollPtEtaCuts[colIndex], multFT0CInTimeWindow - multFT0CmainCollision);
histos.fill(HIST("hNumITS567_vs_FT0CthisCol_vs_FT0CamplInTimeWindow_kNoCollInTimeRangeNarrow"), multFT0CmainCollision, vTracksITS567perCollPtEtaCuts[colIndex], multFT0CInTimeWindow - multFT0CmainCollision);
}
}
// 2D histograms
histos.fill(HIST("hNumITS567tracksInTimeWindow_vs_FT0Campl"), multFT0CInTimeWindow, nITS567tracksInTimeWindow);
histos.fill(HIST("hNumITSTPCtracksInTimeWindow_vs_FT0Campl"), multFT0CInTimeWindow, nITSTPCtracksInTimeWindow);
histos.fill(HIST("hNumITSTPCtracksInTimeWindow_vs_ITS567tracks"), nITS567tracksInTimeWindow, nITSTPCtracksInTimeWindow);
histos.fill(HIST("hNumITS567tracks_vs_FT0Campl_ThisEvent"), multFT0CmainCollision, vTracksITS567perCollPtEtaCuts[colIndex]);
histos.fill(HIST("hNumITSTPCtracks_vs_FT0Campl_ThisEvent"), multFT0CmainCollision, vTracksITSTPCperCollPtEtaCuts[colIndex]);
histos.fill(HIST("hNumITSTPCtracks_vs_ITS567tracks_ThisEvent"), vTracksITS567perCollPtEtaCuts[colIndex], vTracksITSTPCperCollPtEtaCuts[colIndex]);
}
// counters of occupancy in specified delta-time ranges, to monitor eta, phi, pt distributions later
float integralFullDeltaTime = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->Integral();
int binMin = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->FindBin(-39.5); // us
int binMax = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->FindBin(-10.5);
float integralPast = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->Integral(binMin, binMax);
binMin = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->FindBin(20.5);
binMax = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->FindBin(49.5);
float integralFuture1 = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->Integral(binMin, binMax);
binMin = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->FindBin(50.5);
binMax = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->FindBin(79.5);
float integralFuture2 = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->Integral(binMin, binMax);
binMin = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->FindBin(-9.5);
binMax = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->FindBin(19.5);
float integralNeighbourEvents = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->Integral(binMin, binMax);
// recent past
if (integralFullDeltaTime < 200) // ~empty detector
vFlagsForEtaQAvsOccupancyInDeltaTimeWins[colIndex] = 1;
// recent past
if (integralPast > /*3000*/ 2500 && (integralFullDeltaTime - integralPast) < 180) // low occupancy outside the dt region of interest
vFlagsForEtaQAvsOccupancyInDeltaTimeWins[colIndex] = 2;
// close future
if (integralFuture1 > /*3000*/ 2500 && (integralFullDeltaTime - integralFuture1) < 180)
vFlagsForEtaQAvsOccupancyInDeltaTimeWins[colIndex] = 3;
// distant future
if (integralFuture2 > /*3000*/ 2500 && (integralFullDeltaTime - integralFuture2) < 180)
vFlagsForEtaQAvsOccupancyInDeltaTimeWins[colIndex] = 4;
// neighbour events
if (integralNeighbourEvents > /*3000*/ 2500 && (integralFullDeltaTime - integralNeighbourEvents) < 180)
vFlagsForEtaQAvsOccupancyInDeltaTimeWins[colIndex] = 5;
// loop over time axis in nD histograms:
for (int iT = 0; iT < histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->GetNbinsX(); iT++) {
int nITStrInTimeBin = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->GetBinContent(iT + 1);
if (nITStrInTimeBin == 0) // no collisions in this dt bin
continue;
// int nITSTPCtInTimeBin = histos.get<TH1>(HIST("thisEventITSTPCtracksInTimeBins"))->GetBinContent(iT + 1);
float dt = histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->GetBinCenter(iT + 1);
int nFT0CInTimeBin = histos.get<TH1>(HIST("thisEventFT0CInTimeBins"))->GetBinContent(iT + 1);
if (confFlagManyHeavyHistos) {
histos.fill(HIST("occupancyInTimeBins_BEFORE_sel"), dt, vTracksITS567perCollPtEtaCuts[colIndex], confFlagUseGlobalTracks ? vTracksGlobalPerCollPtEtaCuts[colIndex] : vTracksITSTPCperCollPtEtaCuts[colIndex], nITStrInTimeBin);
histos.fill(HIST("occupancyInTimeBins_occupByFT0_BEFORE_sel"), dt, vTracksITS567perCollPtEtaCuts[colIndex], confFlagUseGlobalTracks ? vTracksGlobalPerCollPtEtaCuts[colIndex] : vTracksITSTPCperCollPtEtaCuts[colIndex], nFT0CInTimeBin);
}
bool flagFillOccupVsDt = true;
if (confFlagUseNoCollInRofStrict && !col.selection_bit(kNoCollInRofStrict))
flagFillOccupVsDt = false;
if (confFlagUseNoHighMultCollInPrevRof && !col.selection_bit(kNoHighMultCollInPrevRof))
flagFillOccupVsDt = false;
if (sel && std::fabs(col.posZ()) < 10 && flagFillOccupVsDt) {
histos.fill(HIST("occupancyInTimeBins"), dt, vTracksITS567perCollPtEtaCuts[colIndex], confFlagUseGlobalTracks ? vTracksGlobalPerCollPtEtaCuts[colIndex] : vTracksITSTPCperCollPtEtaCuts[colIndex], nITStrInTimeBin);
if (confFlagManyHeavyHistos)
histos.fill(HIST("occupancyInTimeBins_occupByFT0"), dt, vTracksITS567perCollPtEtaCuts[colIndex], confFlagUseGlobalTracks ? vTracksGlobalPerCollPtEtaCuts[colIndex] : vTracksITSTPCperCollPtEtaCuts[colIndex], nFT0CInTimeBin);
if (col.selection_bit(kNoCollInTimeRangeNarrow)) {
histos.fill(HIST("occupancyInTimeBins_vs_FT0thisCol_kNoCollInTimeRangeNarrow"), dt, vAmpFT0CperColl[colIndex], confFlagUseGlobalTracks ? vTracksGlobalPerCollPtEtaCuts[colIndex] : vTracksITSTPCperCollPtEtaCuts[colIndex], nITStrInTimeBin);
histos.fill(HIST("occupancyInTimeBins_nITS567_vs_FT0thisCol_kNoCollInTimeRangeNarrow"), dt, vAmpFT0CperColl[colIndex], vTracksITS567perCollPtEtaCuts[colIndex], nITStrInTimeBin);
if (confFlagIsTOFIsTRDdtStudy) {
histos.fill(HIST("occupancyInTimeBins_nITSTOF_vs_FT0thisCol_kNoCollInTimeRangeNarrow"), dt, vAmpFT0CperColl[colIndex], vTracksITSTOFperCollPtEtaCuts[colIndex], nITStrInTimeBin);
histos.fill(HIST("occupancyInTimeBins_nITSTRD_vs_FT0thisCol_kNoCollInTimeRangeNarrow"), dt, vAmpFT0CperColl[colIndex], vTracksITSTRDperCollPtEtaCuts[colIndex], nITStrInTimeBin);
}
if (confFlagManyHeavyHistos) {
histos.fill(HIST("occupancyInTimeBins_occupByFT0_kNoCollInTimeRangeNarrow"), dt, vTracksITS567perCollPtEtaCuts[colIndex], confFlagUseGlobalTracks ? vTracksGlobalPerCollPtEtaCuts[colIndex] : vTracksITSTPCperCollPtEtaCuts[colIndex], nFT0CInTimeBin);
histos.fill(HIST("occupancyInTimeBins_vs_FT0thisCol_occupByFT0_kNoCollInTimeRangeNarrow"), dt, vAmpFT0CperColl[colIndex], confFlagUseGlobalTracks ? vTracksGlobalPerCollPtEtaCuts[colIndex] : vTracksITSTPCperCollPtEtaCuts[colIndex], nFT0CInTimeBin);
histos.fill(HIST("occupancyInTimeBins_nITS567_vs_FT0thisCol_occupByFT0_kNoCollInTimeRangeNarrow"), dt, vAmpFT0CperColl[colIndex], vTracksITS567perCollPtEtaCuts[colIndex], nFT0CInTimeBin);
if (col.selection_bit(kNoCollInRofStrict))
histos.fill(HIST("occupancyInTimeBins_nITS567_vs_FT0thisCol_occupByFT0_kNoCollInTimeRangeNarrow_NoCollInRofStrict"), dt, vAmpFT0CperColl[colIndex], vTracksITS567perCollPtEtaCuts[colIndex], nFT0CInTimeBin);
}
}
}
//
if (counterQAtimeOccupHistos < nCollisionsForTimeBinQA)
histos.fill(HIST("histOccupInTimeBinsQA"), dt, counterQAtimeOccupHistos + 1, nITStrInTimeBin);
// QA for high occup in time bins
if (vFlagsForEtaQAvsOccupancyInDeltaTimeWins[colIndex] == 2)
histos.fill(HIST("qaForHighOccupITStracksInTimeBinPast"), dt, nITStrInTimeBin);
if (vFlagsForEtaQAvsOccupancyInDeltaTimeWins[colIndex] == 3)
histos.fill(HIST("qaForHighOccupITStracksInTimeBinFuture1"), dt, nITStrInTimeBin);
if (vFlagsForEtaQAvsOccupancyInDeltaTimeWins[colIndex] == 4)
histos.fill(HIST("qaForHighOccupITStracksInTimeBinFuture2"), dt, nITStrInTimeBin);
if (vFlagsForEtaQAvsOccupancyInDeltaTimeWins[colIndex] == 5)
histos.fill(HIST("qaForHighOccupITStracksForNeighbourEvents"), dt, nITStrInTimeBin);
}
// reset delta time hist for this event
histos.get<TH1>(HIST("thisEventITStracksInTimeBins"))->Reset();
// histos.get<TH1>(HIST("thisEventITSTPCtracksInTimeBins"))->Reset();
histos.get<TH1>(HIST("thisEventFT0CInTimeBins"))->Reset();
counterQAtimeOccupHistos++;
} // end of occupancy calculation
// ### occupancy event selection QA
for (const auto& col : cols) {
if (!col.sel8())
continue;
// if (!col.selection_bit(kIsTriggerTVX))
// continue;
// cut on vZ for a given collision
if (col.posZ() < confCutVertZMinThisEvent || col.posZ() > confCutVertZMaxThisEvent)
continue;
int32_t colIndex = col.globalIndex();
int64_t bcInTF = (vFoundGlobalBC[colIndex] - bcSOR) % nBCsPerTF;
histos.fill(HIST("hNcolVsBcInTF/hNcolVsBcInTF"), bcInTF);
if (col.selection_bit(kIsVertexTOFmatched))
histos.fill(HIST("hNcolVsBcInTF/hNcolVsBcInTF_vertexTOFmatched"), bcInTF);
// cut on the max bcId in the time frame (to avoid the artificial fade-out tail in the MC productions)
if (!vIsMarkedCollForAnalysis[colIndex])
continue;
histos.fill(HIST("hNcolVsBcInTF/hNcolVsBcInTFafterMaxBcCut"), bcInTF);
auto multV0A = col.multFV0A();
// auto multT0A = col.multFT0A();
auto multT0C = col.multFT0C();
int nPV = 0; // col.multNTracksPV();
int nGlobalTracks = 0;
int occupancy = col.trackOccupancyInTimeRange();
auto tracksGrouped = tracks.sliceBy(perCollision, col.globalIndex());
// pre-calc nPV
for (const auto& track : tracksGrouped) {
if (!track.isPVContributor())
continue;
if (track.pt() < confCutPtMinThisEvent || track.pt() > confCutPtMaxThisEvent)
continue;
if (track.eta() < confCutEtaMinTracksThisEvent || track.eta() > confCutEtaMaxTracksThisEvent)
continue;
if (track.itsNCls() < 5)
continue;
nPV++;
}
if (occupancy >= 0) {
histos.fill(HIST("hNcolVsBcInTF/hNcolVsBcInTF_vs_occupancy"), bcInTF, occupancy);
if (col.selection_bit(kIsVertexTOFmatched))
histos.fill(HIST("hNcolVsBcInTF/hNcolVsBcInTF_vs_occupancy_vertexTOFmatched"), bcInTF, occupancy);
if (nPV >= 10 && nPV < 200)
histos.fill(HIST("hNcolVsBcInTF/hNcolVsBcInTF_vs_occupancy_nPV_10_200"), bcInTF, occupancy);
else if (nPV >= 2000)
histos.fill(HIST("hNcolVsBcInTF/hNcolVsBcInTF_vs_occupancy_nPV_above2000"), bcInTF, occupancy);
}
// main loop for dE/dx
for (const auto& track : tracksGrouped) {
histos.fill(HIST("nTrackCounter_after_cuts_QA"), 0);
if (!track.isPVContributor())
continue;
histos.fill(HIST("nTrackCounter_after_cuts_QA"), 1);
if (track.pt() < confCutPtMinThisEvent || track.pt() > confCutPtMaxThisEvent)
continue;
histos.fill(HIST("nTrackCounter_after_cuts_QA"), 2);
if (track.eta() < confCutEtaMinTracksThisEvent || track.eta() > confCutEtaMaxTracksThisEvent)
continue;
histos.fill(HIST("nTrackCounter_after_cuts_QA"), 3);