Implemented new modifiers for mvaTTH Run 3 #44322
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| import FWCore.ParameterSet.Config as cms | ||
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| run3_muon_2022=cms.Modifier() |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,3 @@ | ||
| import FWCore.ParameterSet.Config as cms | ||
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| run3_muon_2023=cms.Modifier() |
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| Original file line number | Diff line number | Diff line change |
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@@ -86,39 +86,76 @@ | |
| cut = cms.string("pt > 3 && track.isNonnull && isLooseMuon") | ||
| ) | ||
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| muonPROMPTMVA= cms.EDProducer("MuonBaseMVAValueMapProducer", | ||
| src = cms.InputTag("linkedObjects","muons"), | ||
| weightFile = cms.FileInPath("PhysicsTools/NanoAOD/data/mu_BDTG_2022.weights.xml"), | ||
| name = cms.string("muonPROMPTMVA"), | ||
| isClassifier = cms.bool(True), | ||
| variablesOrder = cms.vstring(["LepGood_pt","LepGood_eta","LepGood_pfRelIso03_all","LepGood_miniRelIsoCharged","LepGood_miniRelIsoNeutral","LepGood_jetNDauChargedMVASel","LepGood_jetPtRelv2","LepGood_jetDF","LepGood_jetPtRatio","LepGood_sip3d","LepGood_dxy","LepGood_dz","LepGood_segmentComp"]), | ||
| variables = cms.PSet( | ||
| LepGood_pt = cms.string("pt"), | ||
| LepGood_eta = cms.string("eta"), | ||
| LepGood_pfRelIso03_all = cms.string("(pfIsolationR03().sumChargedHadronPt + max(pfIsolationR03().sumNeutralHadronEt + pfIsolationR03().sumPhotonEt - pfIsolationR03().sumPUPt/2,0.0))/pt"), | ||
| LepGood_miniRelIsoCharged = cms.string("userFloat('miniIsoChg')/pt"), | ||
| LepGood_miniRelIsoNeutral = cms.string("(userFloat('miniIsoAll')-userFloat('miniIsoChg'))/pt"), | ||
| LepGood_jetNDauChargedMVASel = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('jetNDauChargedMVASel'):0"), | ||
| LepGood_jetPtRelv2 = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('ptRel'):0"), | ||
| LepGood_jetDF = cms.string("?userCand('jetForLepJetVar').isNonnull()?max(userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:probbb')+userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:probb')+userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:problepb'),0.0):0.0"), | ||
| LepGood_jetPtRatio = cms.string("?userCand('jetForLepJetVar').isNonnull()?min(userFloat('ptRatio'),1.5):1.0/(1.0+(pfIsolationR04().sumChargedHadronPt + max(pfIsolationR04().sumNeutralHadronEt + pfIsolationR04().sumPhotonEt - pfIsolationR04().sumPUPt/2,0.0))/pt)"), | ||
| LepGood_sip3d = cms.string("abs(dB('PV3D')/edB('PV3D'))"), | ||
| LepGood_dxy = cms.string("log(abs(dB('PV2D')))"), | ||
| LepGood_dz = cms.string("log(abs(dB('PVDZ')))"), | ||
| LepGood_segmentComp = cms.string("segmentCompatibility"), | ||
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| ) | ||
| ) | ||
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| muonMVALowPt = muonPROMPTMVA.clone( | ||
| weightFile = cms.FileInPath("PhysicsTools/NanoAOD/data/mu_BDTG_lowpt.weights.xml"), | ||
| name = cms.string("muonMVALowPt"), | ||
| variablesOrder = cms.vstring(["LepGood_pt","LepGood_eta","LepGood_jetNDauChargedMVASel","LepGood_miniRelIsoCharged","LepGood_miniRelIsoNeutral","LepGood_jetPtRelv2","LepGood_jetDF","LepGood_jetPtRatio","LepGood_dxy","LepGood_sip3d","LepGood_dz","LepGood_segmentComp"]), | ||
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Contributor
There was a problem hiding this comment. how about writing the
Contributor
Author
There was a problem hiding this comment. You mean to add this inside the
Contributor
There was a problem hiding this comment. hard to write down what I meant ; in essence with the least re-writing of the same string is preferred. please note #44392 that I created in a view to streamline that module configuration
Contributor
Author
There was a problem hiding this comment. I'm still not sure how to properly do this, although I get the idea and I think it looks better if we simplify it. I have two questions:
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| variables = cms.PSet( | ||
| LepGood_pt = cms.string("pt"), | ||
| LepGood_eta = cms.string("eta"), | ||
| LepGood_jetNDauChargedMVASel = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('jetNDauChargedMVASel'):0"), | ||
| LepGood_miniRelIsoCharged = cms.string("userFloat('miniIsoChg')/pt"), | ||
| LepGood_miniRelIsoNeutral = cms.string("(userFloat('miniIsoAll')-userFloat('miniIsoChg'))/pt"), | ||
| LepGood_jetPtRelv2 = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('ptRel'):0"), | ||
| LepGood_jetDF = cms.string("?userCand('jetForLepJetVar').isNonnull()?max(userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:probbb')+userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:probb')+userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:problepb'),0.0):0.0"), | ||
| LepGood_jetPtRatio = cms.string("?userCand('jetForLepJetVar').isNonnull()?min(userFloat('ptRatio'),1.5):1.0/(1.0+(pfIsolationR04().sumChargedHadronPt + max(pfIsolationR04().sumNeutralHadronEt + pfIsolationR04().sumPhotonEt - pfIsolationR04().sumPUPt/2,0.0))/pt)"), | ||
| LepGood_dxy = cms.string("log(abs(dB('PV2D')))"), | ||
| LepGood_sip3d = cms.string("abs(dB('PV3D')/edB('PV3D'))"), | ||
| LepGood_dz = cms.string("log(abs(dB('PVDZ')))"), | ||
| LepGood_segmentComp = cms.string("segmentCompatibility"), | ||
| ) | ||
| ) | ||
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| run2_muon_2016.toModify( | ||
| muonPROMPTMVA, | ||
| weightFile = "PhysicsTools/NanoAOD/data/mu_BDTG_2016.weights.xml", | ||
| ) | ||
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Contributor
There was a problem hiding this comment. Given the
Contributor
There was a problem hiding this comment. In the present setup this |
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| ~run3_muon.toModify( | ||
| muonPROMPTMVA, | ||
| weightFile = cms.FileInPath("PhysicsTools/NanoAOD/data/mu_BDTG_2017.weights.xml"), | ||
| variablesOrder = cms.vstring(["LepGood_pt","LepGood_eta","LepGood_jetNDauChargedMVASel","LepGood_miniRelIsoCharged","LepGood_miniRelIsoNeutral","LepGood_jetPtRelv2","LepGood_jetDF","LepGood_jetPtRatio","LepGood_dxy","LepGood_sip3d","LepGood_dz","LepGood_segmentComp"]), | ||
| variables = cms.PSet( | ||
| LepGood_pt = cms.string("pt"), | ||
| LepGood_eta = cms.string("eta"), | ||
| LepGood_jetNDauChargedMVASel = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('jetNDauChargedMVASel'):0"), | ||
| LepGood_miniRelIsoCharged = cms.string("userFloat('miniIsoChg')/pt"), | ||
| LepGood_miniRelIsoNeutral = cms.string("(userFloat('miniIsoAll')-userFloat('miniIsoChg'))/pt"), | ||
| LepGood_jetPtRelv2 = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('ptRel'):0"), | ||
| LepGood_jetDF = cms.string("?userCand('jetForLepJetVar').isNonnull()?max(userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:probbb')+userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:probb')+userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:problepb'),0.0):0.0"), | ||
| LepGood_jetPtRatio = cms.string("?userCand('jetForLepJetVar').isNonnull()?min(userFloat('ptRatio'),1.5):1.0/(1.0+(pfIsolationR04().sumChargedHadronPt + max(pfIsolationR04().sumNeutralHadronEt + pfIsolationR04().sumPhotonEt - pfIsolationR04().sumPUPt/2,0.0))/pt)"), | ||
| LepGood_dxy = cms.string("log(abs(dB('PV2D')))"), | ||
| LepGood_sip3d = cms.string("abs(dB('PV3D')/edB('PV3D'))"), | ||
| LepGood_dz = cms.string("log(abs(dB('PVDZ')))"), | ||
| LepGood_segmentComp = cms.string("segmentCompatibility"), | ||
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| ) | ||
| ) | ||
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| from TrackingTools.TransientTrack.TransientTrackBuilder_cfi import * | ||
| muonBSConstrain = cms.EDProducer("MuonBeamspotConstraintValueMapProducer", | ||
| src = cms.InputTag("linkedObjects","muons"), | ||
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@@ -178,7 +215,7 @@ | |
| jetNDauCharged = Var("?userCand('jetForLepJetVar').isNonnull()?userFloat('jetNDauChargedMVASel'):0", "uint8", doc="number of charged daughters of the closest jet"), | ||
| ), | ||
| externalVariables = cms.PSet( | ||
| promptMVA = ExtVar(cms.InputTag("muonPROMPTMVA"),float, doc="Prompt MVA lepton ID score. Corresponds to the previous mvaTTH",precision=14), | ||
| mvaLowPt = ExtVar(cms.InputTag("muonMVALowPt"),float, doc="Low pt muon ID score",precision=14), | ||
| fsrPhotonIdx = ExtVar(cms.InputTag("leptonFSRphotons:muFsrIndex"), "int16", doc="Index of the lowest-dR/ET2 among associated FSR photons"), | ||
| bsConstrainedPt = ExtVar(cms.InputTag("muonBSConstrain:muonBSConstrainedPt"),float, doc="pT with beamspot constraint",precision=-1), | ||
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@@ -224,5 +261,5 @@ | |
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| muonTask = cms.Task(slimmedMuonsUpdated,isoForMu,ptRatioRelForMu,slimmedMuonsWithUserData,finalMuons,finalLooseMuons ) | ||
| muonMCTask = cms.Task(muonsMCMatchForTable,muonMCTable) | ||
| muonTablesTask = cms.Task(muonPROMPTMVA,muonMVALowPt,muonBSConstrain,muonTable,muonMVAID) | ||
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How about just defining one
run3_muonModifier? There doesn't seem to be any need (at least in this PR) to define two.