1 |
khahn |
1.1 |
#include <math.h>
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2 |
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#include <iostream>
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3 |
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4 |
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#include "MuonSelection.h"
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5 |
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#include "ParseArgs.h"
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6 |
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#include "SelectionStatus.h"
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8 |
khahn |
1.4 |
#include "Track.h"
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#include "MuonTools.h"
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#include "MuonQuality.h"
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11 |
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#include "MuonIDMVA.h"
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12 |
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13 |
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mithep::MuonIDMVA * muIDMVA;
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mithep::MuonTools muTools;
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16 |
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extern Float_t computePFMuonIso(const mithep::Muon *mu,
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const mithep::Vertex & vtx,
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const mithep::Array<mithep::PFCandidate> * pfCandidates,
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const Double_t dRMax);
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21 |
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//--------------------------------------------------------------------------------------------------
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22 |
khahn |
1.8 |
SelectionStatus muonDummyVeto(ControlFlags &ctrl,
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const mithep::Muon *muon,
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const mithep::Vertex &vtx)
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//--------------------------------------------------------------------------------------------------
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{
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SelectionStatus status;
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status.setStatus(SelectionStatus::PRESELECTION);
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return status;
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}
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//--------------------------------------------------------------------------------------------------
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SelectionStatus muonCutBasedVeto(ControlFlags &ctrl,
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const mithep::Muon *muon,
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const mithep::Vertex &vtx)
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//--------------------------------------------------------------------------------------------------
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{
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//
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// Loose cut-based ID for isolation veto
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//
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bool ret = true;
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if(!(muon->IsGlobalMuon() || muon->IsTrackerMuon())) ret = false;
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if( muon->NValidHits() < 11 ) ret = false;
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if( fabs(muon->Ip3dPVSignificance()) >= 4 ) ret = false;
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SelectionStatus status;
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if( ret ) status.setStatus(SelectionStatus::PRESELECTION);
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return status;
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}
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53 |
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//--------------------------------------------------------------------------------------------------
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54 |
khahn |
1.4 |
SelectionStatus noPreSelection( ControlFlags &ctrl, const mithep::Muon * mu )
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//--------------------------------------------------------------------------------------------------
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{
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anlevin |
1.3 |
SelectionStatus status;
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status.setStatus(SelectionStatus::PRESELECTION);
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if(ctrl.debug) cout << "muon presel returning status : " << status.getStatus() << endl;
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return status;
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}
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63 |
khahn |
1.1 |
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64 |
khahn |
1.4 |
//--------------------------------------------------------------------------------------------------
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SelectionStatus muonPreSelection( ControlFlags &ctrl,
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const mithep::Muon * mu,
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const mithep::Vertex & vtx,
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const mithep::Array<mithep::PFCandidate> * pfCandidates )
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//--------------------------------------------------------------------------------------------------
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{
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bool ret = true;
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khahn |
1.1 |
if(ctrl.debug) cout << "inside muonpresel ... " << endl;
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khahn |
1.4 |
// bool ret = isMuFO(mu,vtx,pfCandidates);
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khahn |
1.1 |
if(ctrl.debug) cout << "iS fo? ... " << ret << endl;
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khahn |
1.4 |
ret &= ( fabs(mu->Ip3dPVSignificance()) < 4 );
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if(ctrl.debug) cout << "and pass IP (" << mu->Ip3dPVSignificance() << ") ? ... " << ret << endl;
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ret &= ( mu->Pt() > 5 );
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khahn |
1.7 |
if(ctrl.debug) cout << "and >5 GeV (" << mu->Pt() << ") ? ... " << ret << endl;
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ret &= ( fabs(mu->Eta()) <= 2.4 );
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if(ctrl.debug) cout << "and < 2.4 eta (" << mu->Eta() << ")? ... " << ret << endl;
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ret &= (mu->IsTrackerMuon() && mu->HasTrackerTrk() &&
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(mu->Quality().QualityMask().Mask() & mithep::MuonQuality::AllArbitrated));
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khahn |
1.4 |
if(ctrl.debug) cout << "and isTrackerMuon ? ... " << ret << endl;
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khahn |
1.7 |
// ret &= (mu->IsoR03SumPt()/mu->Pt() < 0.7 );
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khahn |
1.4 |
ret &= (mu->IsoR03SumPt()/mu->Pt() < 0.7 );
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if(ctrl.debug) cout << "and loose trk iso ? ... " << ret << endl;
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khahn |
1.1 |
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SelectionStatus status;
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if( ret ) status.setStatus(SelectionStatus::PRESELECTION);
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if(ctrl.debug) cout << "muon presel returning status : " << status.getStatus() << endl;
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return status;
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}
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khahn |
1.4 |
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//--------------------------------------------------------------------------------------------------
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bool isMuFO( const mithep::Muon * mu,
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const mithep::Vertex & vtx,
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const mithep::Array<mithep::PFCandidate> * pfCandidates )
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//--------------------------------------------------------------------------------------------------
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{
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khahn |
1.1 |
bool isgood=true;
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khahn |
1.4 |
float reliso = computePFMuonIso(mu,vtx,pfCandidates,0.3)/mu->Pt();
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103 |
khahn |
1.1 |
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104 |
khahn |
1.4 |
if( mu->Pt() < 5 ) isgood=false;
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if ( fabs(mu->BestTrk()->DzCorrected(vtx)) > 0.2 ) isgood=false; // needed to remove cosmics in HF sample
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106 |
khahn |
1.1 |
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//
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109 |
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// HF seems to not want tkquality, SS does
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110 |
khahn |
1.4 |
if( mu->Pt()>20 ) {
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if ( !((mu->IsGlobalMuon()) && mu->NSegments()>0 ) ) isgood=false; //&& mu->nValidHits>0
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khahn |
1.1 |
} else {
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113 |
khahn |
1.4 |
if ( !((mu->IsGlobalMuon()) && mu->NSegments()>0 ) //&& //&& mu->nValidHits>0
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&& !( (mu->IsTrackerMuon()) && (mu->Quality().QualityMask().Mask() & muTools.kTMOneStationLoose)
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115 |
khahn |
1.1 |
)
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) isgood=false;
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}
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//
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// for HF MC to agree w/ data, cannot put any Tk quality bits
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// but to get to 5% closure in the SS test, we need at least Tk oneStationLoose
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124 |
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/*
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&& ( (mu->qualityBits & kTMOneStationLoose) ||
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(mu->qualityBits & kTMLastStationOptimizedBarrelLowPtLoose) ||
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(mu->qualityBits & kTMLastStationOptimizedLowPtLoose)
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)
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*/
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130 |
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131 |
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132 |
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// comment for more stats for mu fake shape
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khahn |
1.4 |
if( mu->Pt() < 20 ) {
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khahn |
1.1 |
if( reliso > 3 ) isgood=false;
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} else {
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if( reliso > 5 ) isgood=false;
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}
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138 |
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139 |
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return isgood;
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};
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141 |
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142 |
khahn |
1.4 |
//--------------------------------------------------------------------------------------------------
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143 |
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SelectionStatus passSoftMuonSelection( ControlFlags &ctrl,
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const mithep::Muon * mu ,
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const mithep::Vertex & vtx)
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146 |
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//--------------------------------------------------------------------------------------------------
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147 |
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{
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148 |
khahn |
1.1 |
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149 |
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int level=0;
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unsigned failmask=0x0;
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151 |
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152 |
khahn |
1.4 |
// Use tracker track when available
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const mithep::Track *muTrk=0;
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if(mu->HasStandaloneTrk()) { muTrk = mu->StandaloneTrk(); }
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else if(mu->HasTrackerTrk()) { muTrk = mu->TrackerTrk(); }
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else if(mu->HasGlobalTrk()) { muTrk = mu->GlobalTrk(); }
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assert(muTrk);
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158 |
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159 |
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if(mu->TrackerTrk()->NHits() < 11 )
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khahn |
1.1 |
failmask |= (1<<level);
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level++;
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163 |
khahn |
1.4 |
if(fabs(muTrk->D0Corrected(vtx)) > 0.2)
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164 |
khahn |
1.1 |
failmask |= (1<<level);
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level++;
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167 |
khahn |
1.4 |
if(fabs(muTrk->DzCorrected(vtx)) > 0.1)
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khahn |
1.1 |
failmask |= (1<<level);
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level++;
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171 |
khahn |
1.4 |
if(!(mu->IsTrackerMuon()))
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172 |
khahn |
1.1 |
failmask |= (1<<level);
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level++;
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175 |
khahn |
1.4 |
// if(!(mu->Quality().QualityMask().Mask() & muTools.kTMLastStationAngTight))
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if(!(mu->Quality().QualityMask().Mask() & muTools.kTMLastStationTight))
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177 |
khahn |
1.1 |
failmask |= (1<<level);
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level++;
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179 |
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180 |
khahn |
1.4 |
Double_t iso = (mu->IsoR03SumPt() + mu->IsoR03EmEt() + mu->IsoR03HadEt())/mu->Pt();
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if(mu->Pt()>20 && iso<0.1)
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khahn |
1.1 |
failmask |= (1<<level);
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183 |
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184 |
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bool passtight = !(failmask);
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185 |
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bool passloose = !(failmask);
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return SelectionStatus( passtight | passloose );
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188 |
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}
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189 |
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190 |
khahn |
1.4 |
//--------------------------------------------------------------------------------------------------
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191 |
khahn |
1.1 |
//unsigned passMuonSelectionZZ( const mithep::TMuon * mu ) {
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192 |
khahn |
1.4 |
SelectionStatus passMuonSelectionZZ( ControlFlags &ctrl, const mithep::Muon * mu )
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193 |
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//--------------------------------------------------------------------------------------------------
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{
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195 |
khahn |
1.1 |
int level=0;
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unsigned failmask=0x0;
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197 |
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198 |
khahn |
1.4 |
if(mu->Pt() < 5) {
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khahn |
1.1 |
failmask |= (1<<level);
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}
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level++;
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203 |
khahn |
1.4 |
if(fabs(mu->Eta()) > 2.4) {
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khahn |
1.1 |
failmask |= (1<<level);
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}
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207 |
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level++;
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208 |
khahn |
1.4 |
if(!(mu->IsGlobalMuon())) {
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209 |
khahn |
1.1 |
failmask |= (1<<level);
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210 |
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}
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211 |
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212 |
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level++;
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213 |
khahn |
1.4 |
if(mu->TrackerTrk()->NHits() < 10) {
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214 |
khahn |
1.1 |
failmask |= (1<<level);
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}
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216 |
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217 |
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218 |
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level++;
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219 |
khahn |
1.4 |
if( (mu->IsoR03SumPt()/mu->Pt()) > 0.7 ) {
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220 |
khahn |
1.1 |
failmask |= (1<<level);
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221 |
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}
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222 |
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223 |
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// if(muon->nPixHits < 1) return false;
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224 |
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// if(muon->muNchi2 > 10) return false;
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225 |
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// if(muon->nMatch < 2) return false;
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226 |
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// if(muon->nValidHits < 1) return false;
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227 |
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// if(muon->pterr/muon->pt > 0.1) return false;
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228 |
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// if(fabs(muon->dz) > 0.1) return false;
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229 |
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230 |
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SelectionStatus status;
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231 |
khahn |
1.4 |
if( !failmask ) status.orStatus(SelectionStatus::LOOSEID);
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232 |
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if( !failmask ) status.orStatus(SelectionStatus::TIGHTID);
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233 |
khahn |
1.1 |
return status;
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234 |
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235 |
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236 |
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};
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240 |
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241 |
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242 |
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//
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243 |
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// Kevin's WW selection
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244 |
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//
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245 |
khahn |
1.4 |
//--------------------------------------------------------------------------------------------------
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246 |
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SelectionStatus passMuonSelection( ControlFlags &ctrl,
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247 |
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const mithep::Muon * mu,
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248 |
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const mithep::Vertex & vtx )
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249 |
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//--------------------------------------------------------------------------------------------------
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250 |
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{
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251 |
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SelectionStatus status;
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252 |
khahn |
1.1 |
int level=0;
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253 |
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unsigned failmask=0x0;
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254 |
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255 |
khahn |
1.4 |
// Use tracker track when available
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256 |
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const mithep::Track *muTrk=0;
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257 |
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if(mu->HasTrackerTrk()) { muTrk = mu->TrackerTrk(); }
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258 |
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else if(mu->HasGlobalTrk()) { muTrk = mu->GlobalTrk(); }
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259 |
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else if(mu->HasStandaloneTrk()) { muTrk = mu->StandaloneTrk(); }
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260 |
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assert(muTrk);
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261 |
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262 |
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263 |
anlevin |
1.3 |
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264 |
khahn |
1.1 |
// 0x1
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265 |
khahn |
1.4 |
if(muTrk->Pt() < 5) {
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266 |
khahn |
1.1 |
failmask |= (1<<level);
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267 |
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}
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268 |
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269 |
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// 0x2
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270 |
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level++;
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271 |
khahn |
1.4 |
if(fabs(muTrk->Eta()) > 2.4) {
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272 |
khahn |
1.1 |
failmask |= (1<<level);
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273 |
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}
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274 |
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275 |
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// 0x4
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276 |
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level++;
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277 |
khahn |
1.4 |
if(muTrk->PtErr()/muTrk->Pt() > 0.1) {
|
278 |
khahn |
1.1 |
failmask |= (1<<level);
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279 |
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}
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280 |
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281 |
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// 0x8
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282 |
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level++;
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283 |
khahn |
1.4 |
if( fabs(muTrk->DzCorrected(vtx)) > 0.1 ) {
|
284 |
khahn |
1.1 |
failmask |= (1<<level);
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285 |
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}
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286 |
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|
287 |
khahn |
1.4 |
double muNchi2;
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288 |
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if(mu->HasStandaloneTrk()) { muNchi2 = mu->StandaloneTrk()->RChi2(); }
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289 |
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else if(mu->HasGlobalTrk()) { muNchi2 = mu->GlobalTrk()->RChi2(); }
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290 |
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else if(mu->HasTrackerTrk()) { muNchi2 = mu->TrackerTrk()->RChi2(); }
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291 |
khahn |
1.1 |
|
292 |
khahn |
1.4 |
unsigned qualityBits = mu->Quality().QualityMask().Mask();
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293 |
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|
294 |
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Bool_t isGlobal = (mu->IsGlobalMuon()) && (muNchi2 < 10) && (mu->NMatches() > 1) && (mu->NValidHits() > 0);
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295 |
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Bool_t isTracker = (mu->IsTrackerMuon() ) && (qualityBits & muTools.kTMLastStationTight);
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296 |
khahn |
1.1 |
|
297 |
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// 0x10
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298 |
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level++;
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299 |
khahn |
1.4 |
if((!isGlobal && !isTracker) || !(mu->HasTrackerTrk())) {
|
300 |
khahn |
1.1 |
failmask |= (1<<level);
|
301 |
khahn |
1.4 |
status.setStatus(SelectionStatus::FAIL);
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302 |
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return status;
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303 |
khahn |
1.1 |
}
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304 |
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|
305 |
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// 0x20
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306 |
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level++;
|
307 |
khahn |
1.4 |
assert(mu->HasTrackerTrk());
|
308 |
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assert(mu->TrackerTrk());
|
309 |
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if( mu->TrackerTrk()->NHits() < 10 ) {
|
310 |
khahn |
1.1 |
failmask |= (1<<level);
|
311 |
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}
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312 |
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|
313 |
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level++;
|
314 |
khahn |
1.4 |
if(muTrk->NPixelHits() < 1) {
|
315 |
khahn |
1.1 |
failmask |= (1<<level);
|
316 |
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}
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317 |
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|
318 |
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|
319 |
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level++;
|
320 |
khahn |
1.4 |
if(fabs(muTrk->D0Corrected(vtx))>0.02) {
|
321 |
khahn |
1.1 |
failmask |= (1<<level);
|
322 |
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}
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323 |
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|
324 |
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/*
|
325 |
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if(mu->pt>20) {
|
326 |
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if(fabs(mu->d0)>0.02) {
|
327 |
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failmask |= (1<<level);
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328 |
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}
|
329 |
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} else {
|
330 |
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if(fabs(mu->d0)>0.01) {
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331 |
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failmask |= (1<<level);
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332 |
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}
|
333 |
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}
|
334 |
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*/
|
335 |
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|
336 |
khahn |
1.4 |
if( !failmask ) status.orStatus(SelectionStatus::LOOSEID);
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337 |
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if( !failmask ) status.orStatus(SelectionStatus::TIGHTID);
|
338 |
khahn |
1.1 |
return status;
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339 |
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|
340 |
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|
341 |
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};
|
342 |
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343 |
anlevin |
1.3 |
|
344 |
khahn |
1.4 |
//--------------------------------------------------------------------------------------------------
|
345 |
|
|
SelectionStatus muonIDMVASelection(ControlFlags &ctrl,
|
346 |
|
|
const mithep::Muon *mu,
|
347 |
|
|
const mithep::Vertex & vtx )
|
348 |
|
|
//--------------------------------------------------------------------------------------------------
|
349 |
|
|
{
|
350 |
|
|
assert(mu->IsTrackerMuon()); // must be
|
351 |
|
|
assert(mu->HasTrackerTrk());
|
352 |
|
|
assert(mu->TrackerTrk());
|
353 |
|
|
|
354 |
|
|
/*
|
355 |
|
|
cerr << "TrackerTrk: " << mu->TrackerTrk() << endl;
|
356 |
|
|
flush(cerr);
|
357 |
|
|
cerr << "Rchi2: " << mu->TrackerTrk()->RChi2() << endl;
|
358 |
|
|
flush(cerr);
|
359 |
|
|
|
360 |
|
|
cerr << "calling MVa ... "<< endl;
|
361 |
|
|
flush(cerr);
|
362 |
|
|
*/
|
363 |
|
|
|
364 |
|
|
double global_rchi2 = (mu->IsGlobalMuon()) ? mu->GlobalTrk()->RChi2() : 0.;
|
365 |
anlevin |
1.3 |
|
366 |
khahn |
1.4 |
double mvaval = muIDMVA->MVAValue_ID(mu->Pt(),
|
367 |
|
|
mu->Eta(),
|
368 |
|
|
mu->IsGlobalMuon(),
|
369 |
|
|
mu->IsTrackerMuon(),
|
370 |
|
|
mu->TrackerTrk()->RChi2(),
|
371 |
|
|
global_rchi2,
|
372 |
|
|
(Double_t)(mu->NValidHits()),
|
373 |
|
|
(Double_t)(mu->TrackerTrk()->NHits()),
|
374 |
|
|
(Double_t)(mu->TrackerTrk()->NPixelHits()),
|
375 |
|
|
(Double_t)(mu->NMatches()),
|
376 |
|
|
mu->TrkKink(),
|
377 |
|
|
muTools.GetSegmentCompatability(mu),
|
378 |
|
|
muTools.GetCaloCompatability(mu,true,true),
|
379 |
|
|
mu->HadEnergy(),
|
380 |
|
|
mu->EmEnergy(),
|
381 |
|
|
mu->HadS9Energy(),
|
382 |
|
|
mu->EmS9Energy(),
|
383 |
|
|
(Bool_t)(ctrl.debug) );
|
384 |
anlevin |
1.3 |
|
385 |
|
|
|
386 |
khahn |
1.4 |
SelectionStatus status;
|
387 |
|
|
bool pass = false;
|
388 |
|
|
|
389 |
|
|
if( mu->IsGlobalMuon() && mu->IsTrackerMuon()
|
390 |
khahn |
1.7 |
&& fabs(mu->Eta()) <= 1.5 && mu->Pt() <= 10 && mvaval >= MUON_IDMVA_CUT_BIN0) pass = true;
|
391 |
khahn |
1.4 |
else if( mu->IsGlobalMuon() && mu->IsTrackerMuon()
|
392 |
khahn |
1.7 |
&& fabs(mu->Eta()) <= 1.5 && mu->Pt() > 10 && mvaval >= MUON_IDMVA_CUT_BIN1) pass = true;
|
393 |
khahn |
1.4 |
else if( mu->IsGlobalMuon() && mu->IsTrackerMuon()
|
394 |
khahn |
1.7 |
&& fabs(mu->Eta()) > 1.5 && mu->Pt() <= 10 && mvaval >= MUON_IDMVA_CUT_BIN2) pass = true;
|
395 |
khahn |
1.4 |
else if( mu->IsGlobalMuon() && mu->IsTrackerMuon()
|
396 |
|
|
&& fabs(mu->Eta()) > 1.5 && mu->Pt() > 10 && mvaval >= MUON_IDMVA_CUT_BIN3) pass = true;
|
397 |
|
|
else if( !(mu->IsGlobalMuon()) && mu->IsTrackerMuon()
|
398 |
|
|
&& (mu->Quality().QualityMask().Mask() & mithep::MuonQuality::AllArbitrated) && mvaval >= MUON_IDMVA_CUT_BIN4)
|
399 |
|
|
pass = true;
|
400 |
|
|
|
401 |
|
|
|
402 |
|
|
if( pass ) {
|
403 |
|
|
status.orStatus(SelectionStatus::LOOSEID);
|
404 |
|
|
status.orStatus(SelectionStatus::TIGHTID);
|
405 |
anlevin |
1.3 |
}
|
406 |
|
|
|
407 |
khahn |
1.4 |
return status;
|
408 |
|
|
}
|
409 |
anlevin |
1.3 |
|
410 |
khahn |
1.4 |
//--------------------------------------------------------------------------------------------------
|
411 |
|
|
void initMuonIDMVA()
|
412 |
|
|
//--------------------------------------------------------------------------------------------------
|
413 |
|
|
{
|
414 |
|
|
muIDMVA = new mithep::MuonIDMVA();
|
415 |
|
|
vector<string> weightFiles;
|
416 |
khahn |
1.6 |
weightFiles.push_back("./data/MuonIDMVAWeights/MuonIDMVA_BDTG_barrel_lowpt_V2.weights.xml");
|
417 |
|
|
weightFiles.push_back("./data/MuonIDMVAWeights/MuonIDMVA_BDTG_barrel_highpt_V2.weights.xml");
|
418 |
|
|
weightFiles.push_back("./data/MuonIDMVAWeights/MuonIDMVA_BDTG_endcap_lowpt_V2.weights.xml");
|
419 |
|
|
weightFiles.push_back("./data/MuonIDMVAWeights/MuonIDMVA_BDTG_endcap_highpt_V2.weights.xml");
|
420 |
|
|
weightFiles.push_back("./data/MuonIDMVAWeights/MuonIDMVA_BDTG_tracker_V2.weights.xml");
|
421 |
|
|
weightFiles.push_back("./data/MuonIDMVAWeights/MuonIDMVA_BDTG_global_V2.weights.xml");
|
422 |
khahn |
1.4 |
muIDMVA->Initialize( "MuonIDMVA",
|
423 |
|
|
mithep::MuonIDMVA::kIDV0,
|
424 |
|
|
kTRUE, weightFiles);
|
425 |
|
|
}
|
426 |
khahn |
1.9 |
|
427 |
|
|
//--------------------------------------------------------------------------------------------------
|
428 |
|
|
SelectionStatus muonIDPFSelection(ControlFlags &ctrl,
|
429 |
|
|
const mithep::Muon *mu,
|
430 |
|
|
const mithep::Vertex & vtx,
|
431 |
|
|
const mithep::Array<mithep::PFCandidate> * pfCandidates )
|
432 |
|
|
//--------------------------------------------------------------------------------------------------
|
433 |
|
|
{
|
434 |
|
|
bool pass = false;
|
435 |
|
|
SelectionStatus status; // init'ed to FAIL
|
436 |
|
|
|
437 |
|
|
// check that muon is tracker
|
438 |
|
|
if( !(mu->IsTrackerMuon()) ) return status;
|
439 |
|
|
|
440 |
|
|
// check that it matches to a PF muon
|
441 |
|
|
for( int i=0; i<pfCandidates->GetEntries(); i++ ) {
|
442 |
|
|
const mithep::PFCandidate *pf = (mithep::PFCandidate*)((*pfCandidates)[i]);
|
443 |
|
|
if( pf->HasTrackerTrk() ) {
|
444 |
|
|
if( pf->TrackerTrk() == mu->TrackerTrk() && abs(pf->PFType()) == mithep::PFCandidate::eMuon ) {
|
445 |
|
|
pass = true;
|
446 |
|
|
break;
|
447 |
|
|
}
|
448 |
|
|
}
|
449 |
|
|
}
|
450 |
|
|
|
451 |
|
|
if( pass ) {
|
452 |
|
|
status.orStatus(SelectionStatus::LOOSEID);
|
453 |
|
|
status.orStatus(SelectionStatus::TIGHTID);
|
454 |
|
|
}
|
455 |
|
|
|
456 |
|
|
return status;
|
457 |
|
|
}
|