Pileup jet ID for JPT #1872
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| http://cmsdoc.cern.ch/cms/data/CMSSW/RecoJets/JetProducers/data/TMVAClassificationCategory_JetID_53X_Dec2012.weights.xml.gz | ||
| http://cmsdoc.cern.ch/cms/data/CMSSW/RecoJets/JetProducers/data/TMVAClassificationCategory_JetID_MET_53X_Dec2012.weights.xml.gz | ||
| http://cmsdoc.cern.ch/cms/data/CMSSW/RecoJets/JetProducers/data/TMVAClassification_5x_BDT_chsFullPlusRMS.weights.xml.gz | ||
| http://cmsdoc.cern.ch/cms/data/CMSSW/RecoJets/JetProducers/data/TMVAClassification_PUJetID_JPT_BDTG.weights.xml.gz | ||
| http://cmsdoc.cern.ch/cms/data/CMSSW/RecoJets/JetProducers/data/TMVAClassification_PUJetID_JPT_BDTG.weights_F.xml.gz | ||
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| #ifndef JetProducers_PileupJPTJetIdAlgo_h | ||
| #define JetProducers_PileupJPTJetIdAlgo_h | ||
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| #include "DataFormats/JetReco/interface/JPTJet.h" | ||
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| // user include files | ||
| #include <string> | ||
| #include <memory> | ||
| #include <map> | ||
| #include<fstream> | ||
| #include<iomanip> | ||
| #include<iostream> | ||
| #include<vector> | ||
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| using namespace std; | ||
| using namespace reco; | ||
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| namespace edm { | ||
| class Event; | ||
| class EventSetup; | ||
| class ParameterSets; | ||
| } | ||
| // For MVA analysis | ||
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| #include "TMVA/Tools.h" | ||
| #include "TMVA/Reader.h" | ||
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| namespace cms | ||
| { | ||
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| class PileupJPTJetIdAlgo | ||
| { | ||
| public: | ||
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| PileupJPTJetIdAlgo(const edm::ParameterSet& fParameters); | ||
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| virtual ~PileupJPTJetIdAlgo(); | ||
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| void bookMVAReader(); | ||
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| float fillJPTBlock(const reco::JPTJet* jet | ||
| ); | ||
| private: | ||
| int verbosity; | ||
| // Variables for multivariate analysis | ||
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| float Nvtx,PtJ,EtaJ,Beta,MultCalo,dAxis1c,dAxis2c,MultTr,dAxis1t,dAxis2t; | ||
| TMVA::Reader * reader_; | ||
| TMVA::Reader * readerF_; | ||
| std::string tmvaWeights_, tmvaWeightsF_, tmvaMethod_; | ||
| }; | ||
| } | ||
| #endif |
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| // system include files | ||
| #include <memory> | ||
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| // user include files | ||
| #include "FWCore/Framework/interface/Frameworkfwd.h" | ||
| #include "FWCore/Framework/interface/EDProducer.h" | ||
| #include "DataFormats/JetReco/interface/Jet.h" | ||
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| #include "FWCore/Framework/interface/Event.h" | ||
| #include "FWCore/Framework/interface/MakerMacros.h" | ||
| #include "DataFormats/Common/interface/ValueMap.h" | ||
| #include "FWCore/Framework/interface/ESHandle.h" | ||
| #include "FWCore/Framework/interface/EventSetup.h" | ||
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| #include "FWCore/ParameterSet/interface/ParameterSet.h" | ||
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| #include "RecoJets/JetProducers/interface/PileupJPTJetIdAlgo.h" | ||
| #include "DataFormats/JetReco/interface/JPTJetCollection.h" | ||
| #include "DataFormats/JetReco/interface/JPTJet.h" | ||
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| // ------------------------------------------------------------------------------------------ | ||
| class PileupJPTJetIdProducer : public edm::EDProducer { | ||
| public: | ||
| explicit PileupJPTJetIdProducer(const edm::ParameterSet&); | ||
| ~PileupJPTJetIdProducer(); | ||
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| private: | ||
| virtual void produce(edm::Event&, const edm::EventSetup&); | ||
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| virtual void beginRun(edm::Run&, edm::EventSetup const&); | ||
| virtual void endRun(edm::Run&, edm::EventSetup const&); | ||
| virtual void beginLuminosityBlock(edm::LuminosityBlock&, edm::EventSetup const&); | ||
| virtual void endLuminosityBlock(edm::LuminosityBlock&, edm::EventSetup const&); | ||
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| edm::InputTag jets_; | ||
| edm::EDGetTokenT<edm::View<reco::JPTJet> > input_token_; | ||
| bool allowMissingInputs_; | ||
| int verbosity; | ||
| cms::PileupJPTJetIdAlgo* pualgo; | ||
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| }; | ||
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| // ------------------------------------------------------------------------------------------ | ||
| PileupJPTJetIdProducer::PileupJPTJetIdProducer(const edm::ParameterSet& iConfig) | ||
| { | ||
| jets_ = iConfig.getParameter<edm::InputTag>("jets"); | ||
| input_token_ = consumes<edm::View<reco::JPTJet> >(jets_); | ||
| verbosity = iConfig.getParameter<int>("Verbosity"); | ||
| allowMissingInputs_=iConfig.getUntrackedParameter<bool>("AllowMissingInputs",false); | ||
| pualgo = new cms::PileupJPTJetIdAlgo(iConfig); | ||
| pualgo->bookMVAReader(); | ||
| produces<edm::ValueMap<float> > ("JPTPUDiscriminant"); | ||
| produces<edm::ValueMap<int> > ("JPTPUId"); | ||
| } | ||
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| // ------------------------------------------------------------------------------------------ | ||
| PileupJPTJetIdProducer::~PileupJPTJetIdProducer() | ||
| { | ||
| } | ||
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| // ------------------------------------------------------------------------------------------ | ||
| void | ||
| PileupJPTJetIdProducer::produce(edm::Event& iEvent, const edm::EventSetup& iSetup) | ||
| { | ||
| using namespace edm; | ||
| using namespace std; | ||
| using namespace reco; | ||
| edm::Handle<View<JPTJet> > jets; | ||
| iEvent.getByToken(input_token_, jets); | ||
| vector<float> mva; | ||
| vector<int> idflag; | ||
| for ( unsigned int i=0; i<jets->size(); ++i ) { | ||
| int b = -1; | ||
| const JPTJet & jet = jets->at(i); | ||
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| float mvapu = pualgo->fillJPTBlock(&jet); | ||
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| mva.push_back(mvapu); | ||
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| // Get PUid type | ||
| ///|eta|<2.6 | ||
| //WP 95% JPT PUID > 0.3 | ||
| //WP 90% JPT PUID > 0.7 | ||
| //WP 80% JPT PUID > 0.9 | ||
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| //|eta|>=2.6 | ||
| //WP 90% JPT PUID > -0.55 | ||
| //WP 80% JPT PUID > -0.3 | ||
| //WP 70% JPT PUID > -0.1 | ||
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| if(fabs(jet.eta()) < 2.6 ) { | ||
| if( mvapu > 0.3 ) b = 0; | ||
| if( mvapu > 0.7 ) b = 1; | ||
| if( mvapu > 0.9 ) b = 2; | ||
| } else { | ||
| if( mvapu > -0.55 ) b = 0; | ||
| if( mvapu > -0.3 ) b = 1; | ||
| if( mvapu > -0.1 ) b = 2; | ||
| } | ||
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| idflag.push_back(b); | ||
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| if(verbosity > 0) std::cout<<" PUID producer::Corrected JPT Jet is "<<jet.pt()<<" "<<jet.eta()<<" "<<jet.phi()<<" "<<jet.getSpecific().Zch<<std::endl; | ||
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| } | ||
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| auto_ptr<ValueMap<float> > mvaout(new ValueMap<float>()); | ||
| ValueMap<float>::Filler mvafiller(*mvaout); | ||
| mvafiller.insert(jets,mva.begin(),mva.end()); | ||
| mvafiller.fill(); | ||
| iEvent.put(mvaout,"JPTPUDiscriminant"); | ||
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| auto_ptr<ValueMap<int> > idflagout(new ValueMap<int>()); | ||
| ValueMap<int>::Filler idflagfiller(*idflagout); | ||
| idflagfiller.insert(jets,idflag.begin(),idflag.end()); | ||
| idflagfiller.fill(); | ||
| iEvent.put(idflagout,"JPTPUId"); | ||
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| } | ||
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| // ------------------------------------------------------------------------------------------ | ||
| void | ||
| PileupJPTJetIdProducer::beginRun(edm::Run&, edm::EventSetup const&) | ||
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There was a problem hiding this comment. Remove begin/end Run/Job from .h and .cc , since they are empty |
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| { | ||
| } | ||
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| // ------------------------------------------------------------------------------------------ | ||
| void | ||
| PileupJPTJetIdProducer::endRun(edm::Run&, edm::EventSetup const&) | ||
| { | ||
| } | ||
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| // ------------------------------------------------------------------------------------------ | ||
| void | ||
| PileupJPTJetIdProducer::beginLuminosityBlock(edm::LuminosityBlock&, edm::EventSetup const&) | ||
| { | ||
| } | ||
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| // ------------------------------------------------------------------------------------------ | ||
| void | ||
| PileupJPTJetIdProducer::endLuminosityBlock(edm::LuminosityBlock&, edm::EventSetup const&) | ||
| { | ||
| } | ||
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| //define this as a plug-in | ||
| DEFINE_FWK_MODULE(PileupJPTJetIdProducer); | ||
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,10 @@ | ||
| import FWCore.ParameterSet.Config as cms | ||
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| pileupJPTJetIdProducer = cms.EDProducer("PileupJPTJetIdProducer", | ||
| jets = cms.InputTag("ak5JPTJetsL1L2L3"), | ||
| Verbosity = cms.int32(0), | ||
| tmvaWeightsCentral = cms.string('RecoJets/JetProducers/data/TMVAClassification_PUJetID_JPT_BDTG.weights.xml.gz'), | ||
| tmvaWeightsForward = cms.string('RecoJets/JetProducers/data/TMVAClassification_PUJetID_JPT_BDTG.weights_F.xml.gz'), | ||
| tmvaMethod = cms.string('BDTG method') | ||
| ) | ||
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Since this is new, please use the consumes right away!