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#include <math.h>
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#include <iostream>
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| 3 |
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| 4 |
#include "MuonSelection.h"
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#include "ParseArgs.h"
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#include "SelectionStatus.h"
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#include "Track.h"
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#include "MuonTools.h"
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#include "MuonQuality.h"
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#include "MuonIDMVA.h"
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mithep::MuonIDMVA * muIDMVA;
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mithep::MuonTools muTools;
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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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//--------------------------------------------------------------------------------------------------
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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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//--------------------------------------------------------------------------------------------------
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SelectionStatus noPreSelection( ControlFlags &ctrl, const mithep::Muon * mu )
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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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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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//--------------------------------------------------------------------------------------------------
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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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if(ctrl.debug) cout << "inside muonpresel ... " << endl;
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// bool ret = isMuFO(mu,vtx,pfCandidates);
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if(ctrl.debug) cout << "iS fo? ... " << ret << endl;
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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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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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if(ctrl.debug) cout << "and isTrackerMuon ? ... " << ret << endl;
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ret &= ( mu->BestTrk()->DzCorrected(vtx) < 0.1);
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if( ctrl.debug ) cout << "elepresel : ret after dZcorr : " << ret << endl;
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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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//--------------------------------------------------------------------------------------------------
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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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bool isgood=true;
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float reliso = computePFMuonIso(mu,vtx,pfCandidates,0.3)/mu->Pt();
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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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//
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// HF seems to not want tkquality, SS does
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if( mu->Pt()>20 ) {
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if ( !((mu->IsGlobalMuon()) && mu->NSegments()>0 ) ) isgood=false; //&& mu->nValidHits>0
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} else {
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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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)
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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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/*
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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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// comment for more stats for mu fake shape
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if( mu->Pt() < 20 ) {
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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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return isgood;
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};
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//--------------------------------------------------------------------------------------------------
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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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//--------------------------------------------------------------------------------------------------
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{
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int level=0;
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unsigned failmask=0x0;
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// 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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if(mu->TrackerTrk()->NHits() < 11 )
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failmask |= (1<<level);
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level++;
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if(fabs(muTrk->D0Corrected(vtx)) > 0.2)
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failmask |= (1<<level);
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level++;
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if(fabs(muTrk->DzCorrected(vtx)) > 0.1)
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failmask |= (1<<level);
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level++;
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if(!(mu->IsTrackerMuon()))
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failmask |= (1<<level);
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level++;
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// if(!(mu->Quality().QualityMask().Mask() & muTools.kTMLastStationAngTight))
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if(!(mu->Quality().QualityMask().Mask() & muTools.kTMLastStationTight))
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failmask |= (1<<level);
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level++;
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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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failmask |= (1<<level);
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bool passtight = !(failmask);
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bool passloose = !(failmask);
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return SelectionStatus( passtight | passloose );
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}
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//--------------------------------------------------------------------------------------------------
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//unsigned passMuonSelectionZZ( const mithep::TMuon * mu ) {
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SelectionStatus passMuonSelectionZZ( ControlFlags &ctrl, const mithep::Muon * mu )
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//--------------------------------------------------------------------------------------------------
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{
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int level=0;
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unsigned failmask=0x0;
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if(mu->Pt() < 5) {
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failmask |= (1<<level);
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}
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level++;
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if(fabs(mu->Eta()) > 2.4) {
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failmask |= (1<<level);
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}
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level++;
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if(!(mu->IsGlobalMuon())) {
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failmask |= (1<<level);
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}
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level++;
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if(mu->TrackerTrk()->NHits() < 10) {
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failmask |= (1<<level);
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}
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level++;
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if( (mu->IsoR03SumPt()/mu->Pt()) > 0.7 ) {
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failmask |= (1<<level);
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}
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// if(muon->nPixHits < 1) return false;
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// if(muon->muNchi2 > 10) return false;
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// if(muon->nMatch < 2) return false;
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// if(muon->nValidHits < 1) return false;
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// if(muon->pterr/muon->pt > 0.1) return false;
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// if(fabs(muon->dz) > 0.1) return false;
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SelectionStatus status;
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if( !failmask ) status.orStatus(SelectionStatus::LOOSEID);
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if( !failmask ) status.orStatus(SelectionStatus::TIGHTID);
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return status;
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};
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//
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// Kevin's WW selection
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//
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//--------------------------------------------------------------------------------------------------
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SelectionStatus passMuonSelection( ControlFlags &ctrl,
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const mithep::Muon * mu,
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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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int level=0;
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unsigned failmask=0x0;
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// Use tracker track when available
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const mithep::Track *muTrk=0;
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if(mu->HasTrackerTrk()) { muTrk = mu->TrackerTrk(); }
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else if(mu->HasGlobalTrk()) { muTrk = mu->GlobalTrk(); }
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else if(mu->HasStandaloneTrk()) { muTrk = mu->StandaloneTrk(); }
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assert(muTrk);
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// 0x1
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if(muTrk->Pt() < 5) {
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failmask |= (1<<level);
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}
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// 0x2
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level++;
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if(fabs(muTrk->Eta()) > 2.4) {
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failmask |= (1<<level);
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}
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// 0x4
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level++;
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if(muTrk->PtErr()/muTrk->Pt() > 0.1) {
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failmask |= (1<<level);
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}
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// 0x8
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level++;
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if( fabs(muTrk->DzCorrected(vtx)) > 0.1 ) {
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failmask |= (1<<level);
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}
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double muNchi2;
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if(mu->HasStandaloneTrk()) { muNchi2 = mu->StandaloneTrk()->RChi2(); }
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else if(mu->HasGlobalTrk()) { muNchi2 = mu->GlobalTrk()->RChi2(); }
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else if(mu->HasTrackerTrk()) { muNchi2 = mu->TrackerTrk()->RChi2(); }
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unsigned qualityBits = mu->Quality().QualityMask().Mask();
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Bool_t isGlobal = (mu->IsGlobalMuon()) && (muNchi2 < 10) && (mu->NMatches() > 1) && (mu->NValidHits() > 0);
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Bool_t isTracker = (mu->IsTrackerMuon() ) && (qualityBits & muTools.kTMLastStationTight);
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// 0x10
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level++;
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if((!isGlobal && !isTracker) || !(mu->HasTrackerTrk())) {
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failmask |= (1<<level);
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status.setStatus(SelectionStatus::FAIL);
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return status;
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}
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// 0x20
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| 306 |
level++;
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assert(mu->HasTrackerTrk());
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| 308 |
assert(mu->TrackerTrk());
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| 309 |
if( mu->TrackerTrk()->NHits() < 10 ) {
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| 310 |
failmask |= (1<<level);
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}
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| 312 |
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| 313 |
level++;
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if(muTrk->NPixelHits() < 1) {
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failmask |= (1<<level);
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}
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| 317 |
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| 318 |
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| 319 |
level++;
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| 320 |
if(fabs(muTrk->D0Corrected(vtx))>0.02) {
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failmask |= (1<<level);
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}
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| 323 |
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| 324 |
/*
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| 325 |
if(mu->pt>20) {
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| 326 |
if(fabs(mu->d0)>0.02) {
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| 327 |
failmask |= (1<<level);
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| 328 |
}
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| 329 |
} else {
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| 330 |
if(fabs(mu->d0)>0.01) {
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failmask |= (1<<level);
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| 332 |
}
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| 333 |
}
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| 334 |
*/
|
| 335 |
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| 336 |
if( !failmask ) status.orStatus(SelectionStatus::LOOSEID);
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| 337 |
if( !failmask ) status.orStatus(SelectionStatus::TIGHTID);
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return status;
|
| 339 |
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| 340 |
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| 341 |
};
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| 342 |
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| 343 |
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| 344 |
//--------------------------------------------------------------------------------------------------
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| 345 |
SelectionStatus muonIDMVASelection(ControlFlags &ctrl,
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| 346 |
const mithep::Muon *mu,
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| 347 |
const mithep::Vertex & vtx )
|
| 348 |
//--------------------------------------------------------------------------------------------------
|
| 349 |
{
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| 350 |
assert(mu->IsTrackerMuon()); // must be
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| 351 |
assert(mu->HasTrackerTrk());
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| 352 |
assert(mu->TrackerTrk());
|
| 353 |
|
| 354 |
/*
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| 355 |
cerr << "TrackerTrk: " << mu->TrackerTrk() << endl;
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| 356 |
flush(cerr);
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| 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 |
|
| 366 |
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 |
|
| 385 |
|
| 386 |
SelectionStatus status;
|
| 387 |
bool pass = false;
|
| 388 |
|
| 389 |
if( mu->IsGlobalMuon() && mu->IsTrackerMuon()
|
| 390 |
&& fabs(mu->Eta()) <= 1.5 && mu->Pt() <= 10 && mvaval >= MUON_IDMVA_CUT_BIN0) pass = true;
|
| 391 |
else if( mu->IsGlobalMuon() && mu->IsTrackerMuon()
|
| 392 |
&& fabs(mu->Eta()) <= 1.5 && mu->Pt() > 10 && mvaval >= MUON_IDMVA_CUT_BIN1) pass = true;
|
| 393 |
else if( mu->IsGlobalMuon() && mu->IsTrackerMuon()
|
| 394 |
&& fabs(mu->Eta()) > 1.5 && mu->Pt() <= 10 && mvaval >= MUON_IDMVA_CUT_BIN2) pass = true;
|
| 395 |
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 |
}
|
| 406 |
|
| 407 |
return status;
|
| 408 |
}
|
| 409 |
|
| 410 |
//--------------------------------------------------------------------------------------------------
|
| 411 |
void initMuonIDMVA()
|
| 412 |
//--------------------------------------------------------------------------------------------------
|
| 413 |
{
|
| 414 |
muIDMVA = new mithep::MuonIDMVA();
|
| 415 |
vector<string> weightFiles;
|
| 416 |
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 |
muIDMVA->Initialize( "MuonIDMVA",
|
| 423 |
mithep::MuonIDMVA::kIDV0,
|
| 424 |
kTRUE, weightFiles);
|
| 425 |
}
|
| 426 |
|
| 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 |
}
|
