From 59db2ff31dd3420908f0f42ca881c4a17ab32045 Mon Sep 17 00:00:00 2001 From: alesaggio Date: Thu, 15 Feb 2018 16:34:33 +0100 Subject: [PATCH 1/5] add json files with high eta and low pt corrections from hww --- .../Electrons_highEtaCorrection.json | 901 ++++++++++++++++++ .../Electrons_lowPtCorrection.json | 47 + scripts/create_highEtaCorr_ScaleFactor.py | 34 + scripts/create_lowPtCorr_ScaleFactor.py | 31 + 4 files changed, 1013 insertions(+) create mode 100644 data/ScaleFactors/Electrons_highEtaCorrection.json create mode 100644 data/ScaleFactors/Electrons_lowPtCorrection.json create mode 100644 scripts/create_highEtaCorr_ScaleFactor.py create mode 100644 scripts/create_lowPtCorr_ScaleFactor.py diff --git a/data/ScaleFactors/Electrons_highEtaCorrection.json b/data/ScaleFactors/Electrons_highEtaCorrection.json new file mode 100644 index 0000000..5b1c0e2 --- /dev/null +++ b/data/ScaleFactors/Electrons_highEtaCorrection.json @@ -0,0 +1,901 @@ +{ + "variables": [ + "Eta", + "Pt" + ], + 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"values": [ + { + "bin": [ + 0.0, + 25.0 + ], + "error_low": 0.9, + "value": 1.0, + "error_high": 1.1 + }, + { + "bin": [ + 25.0, + 5000.0 + ], + "error_low": 1.0, + "value": 1.0, + "error_high": 1.0 + } + ] + } + ], + "dimension": 2, + "binning": { + "y": [ + 0.0, + 25.0, + 5000.0 + ], + "x": [ + -2.5, + 2.5 + ] + } +} \ No newline at end of file diff --git a/scripts/create_highEtaCorr_ScaleFactor.py b/scripts/create_highEtaCorr_ScaleFactor.py new file mode 100644 index 0000000..27d1007 --- /dev/null +++ b/scripts/create_highEtaCorr_ScaleFactor.py @@ -0,0 +1,34 @@ +#! /bin/env python + +import math +import argparse +import ROOT +import os +import numpy as np + + +eta_bins_array = np.linspace(-2.5, 2.5, 50) +eta_bins = eta_bins_array.tolist() +pt_bins_array = np.array([0., 5000.]) +pt_bins = pt_bins_array.tolist() + +json_content = {'dimension': 2, 'variables': ['Eta', 'Pt'], 'binning': {'x': eta_bins, 'y': pt_bins}, 'data': [], 'error_type': 'absolute'} +json_content_data = json_content['data'] + +for i in range(0, len(eta_bins) - 1): + eta_bin = {'bin': [eta_bins[i], eta_bins[i + 1]], 'values': []} + eta_center = (eta_bins[i+1] - eta_bins[i]) / 2 + eta_bins[i] + eta_value = 1.01583 - 0.0190406*eta_center + 0.00696095*(math.pow(eta_center,2)) + 0.0156002*(math.pow(eta_center,3)) - 0.00658065*(math.pow(eta_center,4)) - 0.00313692*(math.pow(eta_center,5)) + eta_error_up = 1. + eta_error_down = eta_value + for j in range(0, len(pt_bins) - 1): + pt_bin = {'bin': [pt_bins[j], pt_bins[j + 1]], 'value': eta_value, 'error_low': eta_value, 'error_high': 1.0} + eta_bin['values'].append(pt_bin) + json_content_data.append(eta_bin) + +# Save JSON file +filename = 'Electrons_highEtaCorrection.json' +with open(filename, 'w') as j: + import json + json.dump(json_content, j, indent=2) + diff --git a/scripts/create_lowPtCorr_ScaleFactor.py b/scripts/create_lowPtCorr_ScaleFactor.py new file mode 100644 index 0000000..06cd337 --- /dev/null +++ b/scripts/create_lowPtCorr_ScaleFactor.py @@ -0,0 +1,31 @@ +#! /bin/env python + +import math +import argparse +import ROOT +import os +import numpy as np + + +eta_bins_array = np.array([-2.5, 2.5]) +eta_bins = eta_bins_array.tolist() +pt_bins_array = np.array([0., 25., 5000.]) +pt_bins = pt_bins_array.tolist() + +json_content = {'dimension': 2, 'variables': ['Eta', 'Pt'], 'binning': {'x': eta_bins, 'y': pt_bins}, 'data': [], 'error_type': 'absolute'} +json_content_data = json_content['data'] + +for i in range(0, len(eta_bins) - 1): + eta_bin = {'bin': [eta_bins[i], eta_bins[i + 1]], 'values': []} + eta_center = (eta_bins[i+1] - eta_bins[i]) / 2 + eta_bins[i] + for j in range(0, len(pt_bins) - 1): + pt_bin = {'bin': [pt_bins[j], pt_bins[j + 1]], 'value': 1., 'error_low': (0.9 if j == 0 else 1.), 'error_high': (1.1 if j == 0 else 1.)} + eta_bin['values'].append(pt_bin) + json_content_data.append(eta_bin) + +# Save JSON file +filename = 'Electrons_lowPtCorrection.json' +with open(filename, 'w') as j: + import json + json.dump(json_content, j, indent=2) + From 30c2aace3e34d6ff2155cceb30847825235b3b24 Mon Sep 17 00:00:00 2001 From: alesaggio Date: Thu, 15 Feb 2018 16:38:16 +0100 Subject: [PATCH 2/5] store scale factors --- python/ElectronsProducer.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/python/ElectronsProducer.py b/python/ElectronsProducer.py index 1bd2a30..c50c917 100644 --- a/python/ElectronsProducer.py +++ b/python/ElectronsProducer.py @@ -32,6 +32,9 @@ hww_wp = cms.untracked.FileInPath('cp3_llbb/Framework/data/ScaleFactors/Electron_Tight_Run2016_Run273726to276811_HWW_weighted.json'), hww_mva80_wp = cms.untracked.FileInPath('cp3_llbb/Framework/data/ScaleFactors/Electron_mva_80p_Iso2016_HWW_Full2016.json'), hww_mva90_wp = cms.untracked.FileInPath('cp3_llbb/Framework/data/ScaleFactors/Electron_mva_90p_Iso2016_HWW_Full2016.json'), + + hww_highEta_corr = cms.untracked.FileInPath('cp3_llbb/Framework/data/ScaleFactors/Electrons_highEtaCorrection.json'), + hww_lowPt_corr = cms.untracked.FileInPath('cp3_llbb/Framework/data/ScaleFactors/Electrons_lowPtCorrection.json') ) ), ) From d6e5de90005b2238c5d484944c61be27478fc590 Mon Sep 17 00:00:00 2001 From: alesaggio Date: Thu, 15 Feb 2018 17:40:33 +0100 Subject: [PATCH 3/5] add reference link from Xavier --- python/ElectronsProducer.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/python/ElectronsProducer.py b/python/ElectronsProducer.py index c50c917..5c68da9 100644 --- a/python/ElectronsProducer.py +++ b/python/ElectronsProducer.py @@ -33,6 +33,8 @@ hww_mva80_wp = cms.untracked.FileInPath('cp3_llbb/Framework/data/ScaleFactors/Electron_mva_80p_Iso2016_HWW_Full2016.json'), hww_mva90_wp = cms.untracked.FileInPath('cp3_llbb/Framework/data/ScaleFactors/Electron_mva_90p_Iso2016_HWW_Full2016.json'), + # The following scale factors are corrections for events at high eta and low pT, coming from: + # https://github.com/latinos/LatinoAnalysis/blob/c62fa0d2fd603eed0001621eb9335afc6ca4cbcd/Gardener/python/variables/LeptonEtaPtCorrFactors.py#L132 hww_highEta_corr = cms.untracked.FileInPath('cp3_llbb/Framework/data/ScaleFactors/Electrons_highEtaCorrection.json'), hww_lowPt_corr = cms.untracked.FileInPath('cp3_llbb/Framework/data/ScaleFactors/Electrons_lowPtCorrection.json') ) From f21dcf14ea0c1bf661959cdcfa590563ecdb760f Mon Sep 17 00:00:00 2001 From: alesaggio Date: Fri, 16 Feb 2018 16:14:25 +0100 Subject: [PATCH 4/5] update reference trees --- test/unit_tests_data_ref.root | Bin 75591 -> 75738 bytes test/unit_tests_mc_ref.root | Bin 202282 -> 202595 bytes test/unit_tests_mc_with_db_ref.root | Bin 99451 -> 99793 bytes 3 files changed, 0 insertions(+), 0 deletions(-) diff --git a/test/unit_tests_data_ref.root b/test/unit_tests_data_ref.root index b5d1f7870c91ca52a0bd208514478e0792da1d47..6a9c6366c0b891de7e129d20678cffcc6ef9f0ce 100644 GIT binary patch delta 28730 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