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submit_analyzer.py
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submit_analyzer.py
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#!/bin/env python
import GridEngineTools
import os
import glob
from os.path import expanduser
from optparse import OptionParser
from collections import OrderedDict
def chunks(lst, n):
"""Yield successive n-sized chunks from lst."""
for i in range(0, len(lst), n):
yield lst[i:i + n]
periods = [
"Run2016",
"Summer16",
"Run2016B",
"Run2016C",
"Run2016D",
"Run2016E",
"Run2016F",
"Run2016G",
"Run2016H",
"Run2017",
"Fall17",
"Run2017B",
"Run2017C",
"Run2017D",
"Run2017E",
"Run2017F",
"Autumn18",
"Run2018",
"Run2018A",
"Run2018B",
"Run2018C",
"Run2018D",
##"RunUL2017C",
##"Fall17UL",
]
suffixes = OrderedDict()
#suffixes["aug21v4-baseline"] = " --onlyshorts --bdt aug21v4-baseline"
#suffixes["aug21v4-noChi2perNdof-noChi2perNdof"] = " --onlyshorts --bdt aug21v4-noChi2perNdof-noChi2perNdof"
#suffixes["aug21v4-noChi2perNdof-noDeltaPt"] = " --onlyshorts --bdt aug21v4-noChi2perNdof-noDeltaPt"
#suffixes["aug21v4-noChi2perNdof-noDxy"] = " --onlyshorts --bdt aug21v4-noChi2perNdof-noDxy"
#suffixes["aug21v4-noChi2perNdof-noDz"] = " --onlyshorts --bdt aug21v4-noChi2perNdof-noDz"
#suffixes["aug21v4-noChi2perNdof-noPixelHits"] = " --onlyshorts --bdt aug21v4-noChi2perNdof-noPixelHits"
#suffixes["aug21v4-noChi2perNdof-noRelIso"] = " --onlyshorts --bdt aug21v4-noChi2perNdof-noRelIso"
#suffixes["aug21v4-noDeltaPt-noChi2perNdof"] = " --onlyshorts --bdt aug21v4-noDeltaPt-noChi2perNdof"
#suffixes["aug21v4-noDeltaPt-noDeltaPt"] = " --onlyshorts --bdt aug21v4-noDeltaPt-noDeltaPt"
#suffixes["aug21v4-noDeltaPt-noDxy"] = " --onlyshorts --bdt aug21v4-noDeltaPt-noDxy"
#suffixes["aug21v4-noDeltaPt-noDz"] = " --onlyshorts --bdt aug21v4-noDeltaPt-noDz"
#suffixes["aug21v4-noDeltaPt-noPixelHits"] = " --onlyshorts --bdt aug21v4-noDeltaPt-noPixelHits"
#suffixes["aug21v4-noDeltaPt-noRelIso"] = " --onlyshorts --bdt aug21v4-noDeltaPt-noRelIso"
#suffixes["aug21v4-noDxy-noChi2perNdof"] = " --onlyshorts --bdt aug21v4-noDxy-noChi2perNdof"
#suffixes["aug21v4-noDxy-noDeltaPt"] = " --onlyshorts --bdt aug21v4-noDxy-noDeltaPt"
#suffixes["aug21v4-noDxy-noDxy"] = " --onlyshorts --bdt aug21v4-noDxy-noDxy"
#suffixes["aug21v4-noDxy-noDz"] = " --onlyshorts --bdt aug21v4-noDxy-noDz"
#suffixes["aug21v4-noDxy-noPixelHits"] = " --onlyshorts --bdt aug21v4-noDxy-noPixelHits"
#suffixes["aug21v4-noDxy-noRelIso"] = " --onlyshorts --bdt aug21v4-noDxy-noRelIso"
#suffixes["aug21v4-noDz-noChi2perNdof"] = " --onlyshorts --bdt aug21v4-noDz-noChi2perNdof"
#suffixes["aug21v4-noDz-noDeltaPt"] = " --onlyshorts --bdt aug21v4-noDz-noDeltaPt"
#suffixes["aug21v4-noDz-noDxy"] = " --onlyshorts --bdt aug21v4-noDz-noDxy"
#suffixes["aug21v4-noDz-noDz"] = " --onlyshorts --bdt aug21v4-noDz-noDz"
#suffixes["aug21v4-noDz-noPixelHits"] = " --onlyshorts --bdt aug21v4-noDz-noPixelHits"
#suffixes["aug21v4-noDz-noRelIso"] = " --onlyshorts --bdt aug21v4-noDz-noRelIso"
#suffixes["aug21v4-noPixelHits-noChi2perNdof"] = " --onlyshorts --bdt aug21v4-noPixelHits-noChi2perNdof"
#suffixes["aug21v4-noPixelHits-noDeltaPt"] = " --onlyshorts --bdt aug21v4-noPixelHits-noDeltaPt"
#suffixes["aug21v4-noPixelHits-noDxy"] = " --onlyshorts --bdt aug21v4-noPixelHits-noDxy"
#suffixes["aug21v4-noPixelHits-noDz"] = " --onlyshorts --bdt aug21v4-noPixelHits-noDz"
#suffixes["aug21v4-noPixelHits-noPixelHits"] = " --onlyshorts --bdt aug21v4-noPixelHits-noPixelHits"
#suffixes["aug21v4-noPixelHits-noRelIso"] = " --onlyshorts --bdt aug21v4-noPixelHits-noRelIso"
#suffixes["aug21v4-noRelIso-noChi2perNdof"] = " --onlyshorts --bdt aug21v4-noRelIso-noChi2perNdof"
#suffixes["aug21v4-noRelIso-noDeltaPt"] = " --onlyshorts --bdt aug21v4-noRelIso-noDeltaPt"
#suffixes["aug21v4-noRelIso-noDxy"] = " --onlyshorts --bdt aug21v4-noRelIso-noDxy"
#suffixes["aug21v4-noRelIso-noDz"] = " --onlyshorts --bdt aug21v4-noRelIso-noDz"
#suffixes["aug21v4-noRelIso-noPixelHits"] = " --onlyshorts --bdt aug21v4-noRelIso-noPixelHits"
#suffixes["aug21v4-noRelIso-noRelIso"] = " --onlyshorts --bdt aug21v4-noRelIso-noRelIso"
#suffixes["aug21v5-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDPt-withChi2"
#suffixes["aug21v5-withDxy-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withChi2"
#suffixes["aug21v5-withDxy-withDPt"] = " --onlyshorts --bdt aug21v5-withDxy-withDPt"
#suffixes["aug21v5-withDxy-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withDPt-withChi2"
#suffixes["aug21v5-withDxy-withDz"] = " --onlyshorts --bdt aug21v5-withDxy-withDz"
#suffixes["aug21v5-withDxy-withDz-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withChi2"
#suffixes["aug21v5-withDxy-withDz-withDPt"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withDPt"
#suffixes["aug21v5-withDxy-withDz-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withDPt-withChi2"
#suffixes["aug21v5-withDxy-withDz-withPHits"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withPHits"
#suffixes["aug21v5-withDxy-withDz-withPHits-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withPHits-withChi2"
#suffixes["aug21v5-withDxy-withDz-withPHits-withDPt"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withPHits-withDPt"
#suffixes["aug21v5-withDxy-withDz-withPHits-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withPHits-withDPt-withChi2"
#suffixes["aug21v5-withDxy-withDz-withRIso"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withRIso"
#suffixes["aug21v5-withDxy-withDz-withRIso-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withRIso-withChi2"
#suffixes["aug21v5-withDxy-withDz-withRIso-withDPt"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withRIso-withDPt"
#suffixes["aug21v5-withDxy-withDz-withRIso-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withRIso-withDPt-withChi2"
#suffixes["aug21v5-withDxy-withDz-withRIso-withPHits"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withRIso-withPHits"
#suffixes["aug21v5-withDxy-withDz-withRIso-withPHits-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withRIso-withPHits-withChi2"
#suffixes["aug21v5-withDxy-withDz-withRIso-withPHits-withDPt"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withRIso-withPHits-withDPt"
#suffixes["aug21v5-withDxy-withDz-withRIso-withPHits-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withDz-withRIso-withPHits-withDPt-withChi2"
#suffixes["aug21v5-withDxy-withPHits"] = " --onlyshorts --bdt aug21v5-withDxy-withPHits"
#suffixes["aug21v5-withDxy-withPHits-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withPHits-withChi2"
#suffixes["aug21v5-withDxy-withPHits-withDPt"] = " --onlyshorts --bdt aug21v5-withDxy-withPHits-withDPt"
#suffixes["aug21v5-withDxy-withPHits-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withPHits-withDPt-withChi2"
#suffixes["aug21v5-withDxy-withRIso"] = " --onlyshorts --bdt aug21v5-withDxy-withRIso"
#suffixes["aug21v5-withDxy-withRIso-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withRIso-withChi2"
#suffixes["aug21v5-withDxy-withRIso-withDPt"] = " --onlyshorts --bdt aug21v5-withDxy-withRIso-withDPt"
#suffixes["aug21v5-withDxy-withRIso-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withRIso-withDPt-withChi2"
#suffixes["aug21v5-withDxy-withRIso-withPHits"] = " --onlyshorts --bdt aug21v5-withDxy-withRIso-withPHits"
#suffixes["aug21v5-withDxy-withRIso-withPHits-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withRIso-withPHits-withChi2"
#suffixes["aug21v5-withDxy-withRIso-withPHits-withDPt"] = " --onlyshorts --bdt aug21v5-withDxy-withRIso-withPHits-withDPt"
#suffixes["aug21v5-withDxy-withRIso-withPHits-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDxy-withRIso-withPHits-withDPt-withChi2"
#suffixes["aug21v5-withDz-withChi2"] = " --onlyshorts --bdt aug21v5-withDz-withChi2"
#suffixes["aug21v5-withDz-withDPt"] = " --onlyshorts --bdt aug21v5-withDz-withDPt"
#suffixes["aug21v5-withDz-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDz-withDPt-withChi2"
#suffixes["aug21v5-withDz-withPHits"] = " --onlyshorts --bdt aug21v5-withDz-withPHits"
#suffixes["aug21v5-withDz-withPHits-withChi2"] = " --onlyshorts --bdt aug21v5-withDz-withPHits-withChi2"
#suffixes["aug21v5-withDz-withPHits-withDPt"] = " --onlyshorts --bdt aug21v5-withDz-withPHits-withDPt"
#suffixes["aug21v5-withDz-withPHits-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDz-withPHits-withDPt-withChi2"
#suffixes["aug21v5-withDz-withRIso"] = " --onlyshorts --bdt aug21v5-withDz-withRIso"
#suffixes["aug21v5-withDz-withRIso-withChi2"] = " --onlyshorts --bdt aug21v5-withDz-withRIso-withChi2"
#suffixes["aug21v5-withDz-withRIso-withDPt"] = " --onlyshorts --bdt aug21v5-withDz-withRIso-withDPt"
#suffixes["aug21v5-withDz-withRIso-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDz-withRIso-withDPt-withChi2"
#suffixes["aug21v5-withDz-withRIso-withPHits"] = " --onlyshorts --bdt aug21v5-withDz-withRIso-withPHits"
#suffixes["aug21v5-withDz-withRIso-withPHits-withChi2"] = " --onlyshorts --bdt aug21v5-withDz-withRIso-withPHits-withChi2"
#suffixes["aug21v5-withDz-withRIso-withPHits-withDPt"] = " --onlyshorts --bdt aug21v5-withDz-withRIso-withPHits-withDPt"
#suffixes["aug21v5-withDz-withRIso-withPHits-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withDz-withRIso-withPHits-withDPt-withChi2"
#suffixes["aug21v5-withPHits-withChi2"] = " --onlyshorts --bdt aug21v5-withPHits-withChi2"
#suffixes["aug21v5-withPHits-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withPHits-withDPt-withChi2"
#suffixes["aug21v5-withRIso-withChi2"] = " --onlyshorts --bdt aug21v5-withRIso-withChi2"
#suffixes["aug21v5-withRIso-withDPt"] = " --onlyshorts --bdt aug21v5-withRIso-withDPt"
#suffixes["aug21v5-withRIso-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withRIso-withDPt-withChi2"
#suffixes["aug21v5-withRIso-withPHits"] = " --onlyshorts --bdt aug21v5-withRIso-withPHits"
#suffixes["aug21v5-withRIso-withPHits-withChi2"] = " --onlyshorts --bdt aug21v5-withRIso-withPHits-withChi2"
#suffixes["aug21v5-withRIso-withPHits-withDPt"] = " --onlyshorts --bdt aug21v5-withRIso-withPHits-withDPt"
#suffixes["aug21v5-withRIso-withPHits-withDPt-withChi2"] = " --onlyshorts --bdt aug21v5-withRIso-withPHits-withDPt-withChi2"
#suffixes["aug21v4-baseline-pt55"] = " --onlyshorts --bdt aug21v4-baseline --shortsMinPt 55"
#suffixes["aug21v4-baseline-pt100"] = " --onlyshorts --bdt aug21v4-baseline --shortsMinPt 100"
#suffixes["aug21v4-baseline-pt25To55"] = " --onlyshorts --bdt aug21v4-baseline --shortsMinPt 25 --shortsMaxPt 55"
#suffixes["aug21v4-baseline-pt55To100"] = " --onlyshorts --bdt aug21v4-baseline --shortsMinPt 55 --shortsMaxPt 100"
#suffixes["aug21v4-baseline-pt100ToInf"] = " --onlyshorts --bdt aug21v4-baseline --shortsMinPt 100"
#suffixes["aug21v4-baseline-dxy002"] = " --onlyshorts --bdt aug21v4-baseline --shortCut 'track_dxyVtx<0.02'"
#suffixes["aug21v4-baseline-dxy005"] = " --onlyshorts --bdt aug21v4-baseline --shortCut 'track_dxyVtx<0.05'"
#suffixes["aug21v4-baseline-pt55dxy002"] = " --onlyshorts --bdt aug21v4-baseline --shortsMinPt 55 --shortCut 'track_dxyVtx<0.02'"
#suffixes["sep21v1-baseline1"] = " --onlyshorts --bdt sep21v1-baseline "
#suffixes["sep21v1-baseline2"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_nMissingMiddleHits==0' "
#suffixes["sep21v1-baseline3"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_nMissingMiddleHits==0 and track_dxyVtx<0.02 and track_dzVtx<0.5 and track_trkRelIso<0.05' "
#suffixes["sep21v1-baseline4"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_nMissingMiddleHits==0 and track_nMissingInnerHits==0 and track_nMissingOuterHits>=3 and track_pt>55 and abs(track_eta)<2.1 and track_nValidPixelHits>=3 and track_matchedCaloEnergy<10 and track_dxyVtx<0.02 and track_dzVtx<0.5 and track_trkRelIso<0.05' "
#suffixes["sep21v1-baseline5"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_nMissingMiddleHits==0' "
#suffixes["sep21v1-baseline6"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_nMissingOuterHits>=3' "
#suffixes["sep21v1-baseline7"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>55' " #$$$
#suffixes["sep21v1-baseline8"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'abs(track_eta)<2.1' "
#suffixes["sep21v1-baseline9"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_nValidPixelHits>=3' "
#suffixes["sep21v1-baseline10"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_matchedCaloEnergy<10' "
#suffixes["sep21v1-baseline11"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_dxyVtx<0.02' "
#suffixes["sep21v1-baseline12"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_dzVtx<0.5' "
#suffixes["sep21v1-baseline13"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_trkRelIso<0.05' "
#suffixes["sep21v1-baseline14"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_dxyVtx<0.02 and track_dzVtx<0.5 and track_trkRelIso<0.05' "
#suffixes["sep21v1-baseline15"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_dxyVtx<0.02 and track_dzVtx<0.5 and track_trkRelIso<0.05 and abs(track_eta)<2.1' "
#suffixes["sep21v1-baseline16"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_nMissingMiddleHits==0 and track_dxyVtx<0.02 and track_dzVtx<0.5 and track_trkRelIso<0.05' "
#suffixes["sep21v1-baseline17"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_nMissingMiddleHits==0 and track_dxyVtx<0.02 and track_dzVtx<0.5 and track_trkRelIso<0.05 and abs(track_eta)<2.1' "
#suffixes["sep21v2-baseline7a"] = " --onlyshorts --bdt sep21v1-baseline --shortsMinPt 55 "
#suffixes["sep21v2-baseline7aAUG"] = " --onlyshorts --bdt aug21v4-baseline --shortsMinPt 55 "
#suffixes["sep21v2-baseline7b"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>55' "
#suffixes["sep21v2-baseline7bAUG"] = " --onlyshorts --bdt aug21v4-baseline --shortCut 'track_pt>55' "
#suffixes["sep21v2-baseline7c"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>45' "
#suffixes["sep21v2-baseline7d"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>35' "
#suffixes["sep21v3-baseline5"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>50' "
#suffixes["sep21v3-baseline4"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>55' "
#suffixes["sep21v3-baseline3"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>45' "
#suffixes["sep21v3-baseline2"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>35' "
#suffixes["sep21v4-baseline1"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>25' "
#suffixes["sep21v3-baseline1AUG"] = " --onlyshorts --bdt aug21v4-baseline --shortCut 'track_pt>25'
#suffixes["sep21v3-baseline1-RWh_muonPtCand"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>25' --reweightfile hweights.root --reweightvariable h_muonPtCand"
#suffixes["sep21v3-baseline1-RWtrack_pt_short"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>25' --reweightfile hweights.root --reweightvariable track_pt_short"
#suffixes["sep21v4-baseline1-rw1"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>25' --reweightfile hweights.root --reweightvariable h_muonPtCand"
#suffixes["sep21v4-baseline1-rw2"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>25' --reweightfile hweights.root --reweightvariable track_nValidPixelHits_short"
#suffixes["sep21v4-baseline1-rw3"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>25' --reweightfile hweights.root --reweightvariable track_pt_short"
#suffixes["sep21v5-baseline1"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>=50 and track_pt<55' "
#suffixes["sep21v5-baseline2"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>=25' --muonMinPt 25 "
#suffixes["sep21v5-baseline3"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>=25' --muonMinPt 25 "
#suffixes["sep21v5-baseline3-rw1"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>=25' --muonMinPt 25 --reweightfile hweights.root --reweightvariable h_muonPtCand"
#suffixes["sep21v5-baseline3-rw2"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>=25' --muonMinPt 25 --reweightfile hweights.root --reweightvariable h_muonPt2Cand"
#suffixes["sep21v5-baseline3-rw3"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>=25' --muonMinPt 25 --reweightfile hweights.root --reweightvariable h_muonPt"
#suffixes["sep21v5-baseline3-rw4"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>=25' --muonMinPt 25 --reweightfile hweights.root --reweightvariable track_pt_short"
#suffixes["sep21v5-baseline4"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt<50 or track_pt>55' "
#suffixes["test3"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>=25' --muonMinPt 25 "
#suffixes["test3-rw2"] = " --onlyshorts --bdt sep21v1-baseline --shortCut 'track_pt>=25' --muonMinPt 25 --reweightfile hweights.root --reweightvariable h_muonPt"
#suffixes["test4"] = " --bdt sep21v1-baseline --shortCut 'track_pt>=25' --longCut 'track_pt>=40' --muonMinPt 25 "
#suffixes["test5"] = " --bdt sep21v1-baseline --shortCut 'track_pt>=25' --longCut 'track_pt>=40' --muonMinPt 40 "
#suffixes["test6"] = " --bdt nov20-noEdep "
#suffixes["test7"] = " --bdt sep21v1-baseline --muonMinPt 25"
#suffixes["test8"] = " --bdt sep21v1-baseline --muonMinPt 40"
#suffixes["test9"] = " --bdt nov20-noEdep --muonMinPt 25"
#suffixes["test10"] = " --bdt nov20-noEdep --muonMinPt 40"
#suffixes["exo1"] = " --notree --ignorePreselection --useCustomTag --shortCut 'abs(track_dxyVtx)<0.02 and abs(track_dzVtx)<0.5 and track_nMissingInnerHits==0 and track_nMissingMiddleHits==0 and track_nMissingOuterHits>=3 and track_trkRelIso<0.05 and track_pt>55 and abs(track_eta)<2.1 and track_nValidPixelHits>=3 and track_matchedCaloEnergy<10'"
#suffixes["exo2"] = " --notree --ignorePreselection --useCustomTag --shortCut 'abs(track_dxyVtx)<0.02 and abs(track_dzVtx)<0.5 and track_nMissingInnerHits==0 and track_nMissingMiddleHits==0 and track_nMissingOuterHits>=3 and track_trkRelIso<0.05 and track_pt>25 and abs(track_eta)<2.1 and track_nValidPixelHits>=3 and track_matchedCaloEnergy<10'"
#suffixes["exo3"] = " --notree --ignorePreselection --useCustomTag --shortCut 'abs(track_dxyVtx)<0.02 and abs(track_dzVtx)<0.5 and track_nMissingInnerHits==0 and track_nMissingMiddleHits==0 and track_nMissingOuterHits>=3 and track_trkRelIso<0.05 and track_pt>40 and abs(track_eta)<2.1 and track_nValidPixelHits>=3 and track_matchedCaloEnergy<10'"
#suffixes["test11"] = " --onlyshorts --bdt sep21v1-baseline --muonMinPt 25"
#suffixes["test12"] = " --onlyshorts --bdt nov20-noEdep --muonMinPt 25"
#suffixes["exo0"] = " --onlyshorts --notree --ignorePreselection --useCustomTag --shortCut 'track_nValidPixelHits>=3'"
#suffixes["exo4b"] = " --onlyshorts --notree --ignorePreselection --useCustomTag --shortsMinPt 55 --shortCut 'abs(track_dxyVtx)<0.02 and abs(track_dzVtx)<0.5 and track_nMissingInnerHits==0 and track_nMissingMiddleHits==0 and track_nMissingOuterHits>=3 and track_trkRelIso<0.05 and track_pt>55 and abs(track_eta)<2.1 and track_nValidPixelHits>=3 and track_matchedCaloEnergy<10'"
#suffixes["exo5b"] = " --onlyshorts --notree --ignorePreselection --useCustomTag --shortsMinPt 50 --shortCut 'abs(track_dxyVtx)<0.02 and abs(track_dzVtx)<0.5 and track_nMissingInnerHits==0 and track_nMissingMiddleHits==0 and track_nMissingOuterHits>=3 and track_trkRelIso<0.05 and track_pt>50 and abs(track_eta)<2.1 and track_nValidPixelHits>=3 and track_matchedCaloEnergy<10'"
#suffixes["exo6b"] = " --onlyshorts --notree --ignorePreselection --useCustomTag --shortsMinPt 45 --shortCut 'abs(track_dxyVtx)<0.02 and abs(track_dzVtx)<0.5 and track_nMissingInnerHits==0 and track_nMissingMiddleHits==0 and track_nMissingOuterHits>=3 and track_trkRelIso<0.05 and track_pt>45 and abs(track_eta)<2.1 and track_nValidPixelHits>=3 and track_matchedCaloEnergy<10'"
#suffixes["exo7"] = " --onlyshorts --notree --ignorePreselection --useCustomTag --shortsMinPt 25 --shortCut 'abs(track_dxyVtx)<0.02 and abs(track_dzVtx)<0.5 and track_nMissingInnerHits==0 and track_nMissingMiddleHits==0 and track_nMissingOuterHits>=3 and track_trkRelIso<0.05 and track_pt>25 and abs(track_eta)<2.1 and track_nValidPixelHits>=3 and track_matchedCaloEnergy<10'"
#suffixes["run13"] = " --bdt sep21v1-baseline "
#suffixes["run13rw1"] = " --bdt sep21v1-baseline --reweightfile hweights.root --reweightvariable h_muonPt "
#suffixes["run13rw2"] = " --bdt sep21v1-baseline --reweightfile hweights.root --reweightvariable track_pt_short "
#suffixes["run15AllShorts"] = " --bdt sep21v1-baseline --ignorePreselection"
#suffixes["run16AllShorts"] = " --bdt sep21v1-baseline --ignorePreselection"
#suffixes["run17AllShorts"] = " --bdt sep21v1-baseline --ignorePreselection"
#suffixes["run17AllShortsrw2"] = " --bdt sep21v1-baseline --ignorePreselection --reweightfile hweights.root --reweightvariable h_muonPt "
#suffixes["run18"] = " --bdt sep21v1-baseline --ignorePreselection "
#suffixes["run18corr"] = " --onlyshorts --bdt sep21v1-baseline --ignorePreselection --samcorrections "
#suffixes["run18bcorr"] = " --onlyshorts --bdt sep21v1-baseline --ignorePreselection --samcorrections "
#suffixes["run20"] = " --bdt sep21v1-baseline --ignorePreselection"
#suffixes["run20corr"] = " --onlyshorts --bdt sep21v1-baseline --ignorePreselection --samcorrections"
#suffixes["run21"] = " --bdt nov20-noEdep --ignorePreselection"
#suffixes["run22"] = " --bdt nov20-noEdep --ignorePreselection"
#suffixes["run23"] = " --bdt sep21v1-baseline "
#suffixes["run23corr"] = " --onlyshorts --bdt sep21v1-baseline --samcorrections"
#suffixes["run24"] = " --bdt sep21v1-baseline "
#suffixes["run24corr"] = " --onlyshorts --bdt sep21v1-baseline --samcorrections"
suffixes["run26"] = " --bdt sep21v1-baseline "
suffixes["run26corr"] = " --onlyshorts --bdt sep21v1-baseline --samcorrections"
if False:
# ensuring same BDT bg. efficiencies
bdt_effs = {'2017-short-tracks-aug21v4-noChi2perNdof-noRelIso': 0.24482465779915613, '2017-short-tracks-aug21v4-noDz-noChi2perNdof': 0.17623134127899276, '2017-short-tracks-aug21v4-noDz-noDz': 0.17233519114088544, '2017-short-tracks-aug21v4-noDeltaPt-noDz': 0.17233519114088544, '2017-short-tracks-aug21v4-noDz-noRelIso': 0.2935819497450945, '2017-short-tracks-aug21v4-noChi2perNdof-noDz': 0.17623134127899276, '2017-short-tracks-aug21v4-noDeltaPt-noPixelHits': 0.1231699395352202, '2017-short-tracks-aug21v4-noChi2perNdof-noDxy': 0.16566607099688158, '2017-short-tracks-aug21v4-noChi2perNdof-noPixelHits': 0.12724080780213648, '2017-short-tracks-aug21v4-noDeltaPt-noChi2perNdof': 0.12442726007297045, '2017-short-tracks-aug21v4-noRelIso-noDz': 0.2935819497450945, '2017-short-tracks-aug21v4-noRelIso-noDeltaPt': 0.23125974177404796, '2017-short-tracks-aug21v4-noRelIso-noChi2perNdof': 0.24482465779915613, '2017-short-tracks-aug21v4-noDz-noPixelHits': 0.23065023858260833, '2017-short-tracks-aug21v4-noDeltaPt-noRelIso': 0.23125974177404796, '2017-short-tracks-aug21v4-noDz-noDeltaPt': 0.17233519114088544, '2017-short-tracks-aug21v4-noRelIso-noDxy': 0.34661664146252913, '2017-short-tracks-aug21v4-noDxy-noDz': 0.22132463513339093, '2017-short-tracks-aug21v4-noDxy-noChi2perNdof': 0.16566607099688158, '2017-short-tracks-aug21v4-noDeltaPt-noDeltaPt': 0.12000191221184353, '2017-short-tracks-aug21v4-noDeltaPt-noDxy': 0.17630066386378285, '2017-short-tracks-aug21v4-noRelIso-noPixelHits': 0.24136547860100158, '2017-short-tracks-aug21v4-noPixelHits-noPixelHits': 0.1231699395352202, '2017-short-tracks-aug21v4-noPixelHits-noDz': 0.23065023858260833, '2017-short-tracks-aug21v4-noPixelHits-noChi2perNdof': 0.12724080780213648, '2017-short-tracks-aug21v4-noDz-noDxy': 0.22132463513339093, '2017-short-tracks-aug21v4-noChi2perNdof-noDeltaPt': 0.12442726007297045, '2017-short-tracks-aug21v4-noPixelHits-noRelIso': 0.24136547860100158, '2017-short-tracks-aug21v4-noPixelHits-noDxy': 0.2196790694276018, '2017-short-tracks-aug21v4-noDxy-noRelIso': 0.34661664146252913, '2017-short-tracks-aug21v4-noDxy-noPixelHits': 0.2196790694276018, '2017-short-tracks-aug21v4-noPixelHits-noDeltaPt': 0.1231699395352202, '2017-short-tracks-aug21v4-noDxy-noDeltaPt': 0.17630066386378285, '2017-short-tracks-aug21v4-noDxy-noDxy': 0.17630066386378285, '2017-short-tracks-aug21v4-noRelIso-noRelIso': 0.23125974177404796, '2017-short-tracks-aug21v4-noChi2perNdof-noChi2perNdof': 0.12442726007297045}
bdt_effs = {'2017-short-tracks-aug21v5-withDxy-withDz-withRIso': 0.12724080780213648, '2017-short-tracks-aug21v5-withDxy-withRIso-withPHits': 0.17623134127899276, '2017-short-tracks-aug21v5-withRIso-withDPt-withChi2': 0.058189521045053476, '2017-short-tracks-aug21v5-withDxy-withDz-withDPt-withChi2': 0.24136547860100158, '2017-short-tracks-aug21v5-withDxy-withDz-withRIso-withPHits': 0.12442726007297045, '2017-short-tracks-aug21v5-withDz-withRIso-withDPt': 0.24181338757774834, '2017-short-tracks-aug21v5-withDxy-withRIso-withPHits-withDPt': 0.17623134127899276, '2017-short-tracks-aug21v5-withDxy-withDz-withRIso-withPHits-withChi2': 0.12000191221184353, '2017-short-tracks-aug21v5-withDxy-withRIso-withPHits-withDPt-withChi2': 0.17233519114088544, '2017-short-tracks-aug21v5-withDxy-withRIso-withDPt-withChi2': 0.23065023858260833, '2017-short-tracks-aug21v5-withDz-withRIso-withPHits': 0.16566607099688158, '2017-short-tracks-aug21v5-withDxy-withRIso-withChi2': 0.23065023858260833, '2017-short-tracks-aug21v5-withDz-withRIso-withPHits-withDPt': 0.16566607099688158, '2017-short-tracks-aug21v5-withPHits-withChi2': 0.6294920191713487, '2017-short-tracks-aug21v5-withRIso-withPHits': 0.25320330862368295, '2017-short-tracks-aug21v5-withDxy-withRIso-withDPt': 0.23828383468967437, '2017-short-tracks-aug21v5-withDxy-withDz-withPHits-withChi2': 0.23125974177404796, '2017-short-tracks-aug21v5-withDxy-withPHits-withDPt': 0.3027392789325466, '2017-short-tracks-aug21v5-withDxy-withDz-withRIso-withDPt-withChi2': 0.1231699395352202, '2017-short-tracks-aug21v5-withDxy-withPHits': 0.3027392789325466, '2017-short-tracks-aug21v5-withPHits-withDPt-withChi2': 0.6294920191713487, '2017-short-tracks-aug21v5-withDPt-withChi2': 0.6276500885834315, '2017-short-tracks-aug21v5-withDxy-withDz-withChi2': 0.24136547860100158, '2017-short-tracks-aug21v5-withDxy-withPHits-withChi2': 0.2935819497450945, '2017-short-tracks-aug21v5-withRIso-withPHits-withDPt-withChi2': 0.22132463513339093, '2017-short-tracks-aug21v5-withDz-withPHits-withDPt': 0.32455225971652135, '2017-short-tracks-aug21v5-withDz-withDPt-withChi2': 0.575533404423504, '2017-short-tracks-aug21v5-withDz-withRIso-withDPt-withChi2': 0.2196790694276018, '2017-short-tracks-aug21v5-withRIso-withPHits-withChi2': 0.22132463513339093, '2017-short-tracks-aug21v5-withDz-withChi2': 0.575533404423504, '2017-short-tracks-aug21v5-withRIso-withChi2': 0.058189521045053476, '2017-short-tracks-aug21v5-withDxy-withDz': 0.27009890352924343, '2017-short-tracks-aug21v5-withDz-withPHits-withChi2': 0.34661664146252913, '2017-short-tracks-aug21v5-withDxy-withPHits-withDPt-withChi2': 0.2935819497450945, '2017-short-tracks-aug21v5-withDxy-withDz-withPHits': 0.24482465779915613, '2017-short-tracks-aug21v5-withDxy-withDz-withPHits-withDPt-withChi2': 0.23125974177404796, '2017-short-tracks-aug21v5-withRIso-withDPt': 0.09796168333038908, '2017-short-tracks-aug21v5-withDxy-withDz-withRIso-withChi2': 0.1231699395352202, '2017-short-tracks-aug21v5-withDxy-withChi2': 0.4178318929236899, '2017-short-tracks-aug21v5-withRIso-withPHits-withDPt': 0.25320330862368295, '2017-short-tracks-aug21v5-withDz-withRIso': 0.24181338757774834, '2017-short-tracks-aug21v5-withDz-withDPt': 0.7126109252407474, '2017-short-tracks-aug21v5-withDxy-withDz-withPHits-withDPt': 0.24482465779915613, '2017-short-tracks-aug21v5-withDxy-withDz-withDPt': 0.27009890352924343, '2017-short-tracks-aug21v5-withDz-withPHits': 0.32455225971652135, '2017-short-tracks-aug21v5-withDxy-withDPt': 0.4807103536019143, '2017-short-tracks-aug21v5-withDz-withRIso-withChi2': 0.2196790694276018, '2017-short-tracks-aug21v5-withDxy-withDz-withRIso-withPHits-withDPt': 0.12442726007297045, '2017-short-tracks-aug21v5-withDz-withPHits-withDPt-withChi2': 0.34661664146252913, '2017-short-tracks-aug21v5-withDxy-withRIso': 0.23828383468967437, '2017-short-tracks-aug21v5-withDxy-withDz-withRIso-withPHits-withDPt-withChi2': 0.12000191221184353, '2017-short-tracks-aug21v5-withDz-withRIso-withPHits-withChi2': 0.17630066386378285, '2017-short-tracks-aug21v5-withDz-withRIso-withPHits-withDPt-withChi2': 0.17630066386378285, '2017-short-tracks-aug21v5-withDxy-withRIso-withPHits-withChi2': 0.17233519114088544, '2017-short-tracks-aug21v5-withDxy-withDPt-withChi2': 0.4178318929236899, '2017-short-tracks-aug21v5-withDxy-withDz-withRIso-withDPt': 0.12724080780213648}
for label in suffixes:
replaced = False
for i_eff in bdt_effs:
if "2017-short-tracks-%s" % label == i_eff:
suffixes[label] += " --bdtShortP1 %s" % bdt_effs[i_eff]
print suffixes[label]
replaced = True
if not replaced:
print "Not there:", label
if __name__ == "__main__":
parser = OptionParser()
parser.add_option("--submit", dest = "submit", action="store_true")
parser.add_option("--hadd", dest = "hadd", action="store_true")
parser.add_option("--plot", dest = "plot", action="store_true")
(options, args) = parser.parse_args()
overwrite = True
lowstat = False
runmode = "grid"
files_per_job = 2
njobs_divide_by = 1
histofolder = "histograms"
homedir = expanduser("~")
commands = []
for period in periods:
for suffix in suffixes:
if "onlyshorts" in suffixes[suffix]:
min_layers = 3
max_layers = 6
else:
min_layers = 3
max_layers = 14
for i in range(min_layers, max_layers + 1):
allfiles = glob.glob("%s_RERECO/*_%s.root" % (period, i))
if lowstat:
allfiles = [allfiles[0]]
for i_iFiles, iFiles in enumerate(chunks( allfiles , files_per_job )):
if suffix == "":
suffixterm = ""
else:
suffixterm = " --suffix %s " % suffix
extraargs = suffixes[suffix] + " %s --outputfolder %s " % (suffixterm, histofolder)
cmd = "HOME=%s; cd /nfs/dust/cms/user/kutznerv/shorttrack/track-shortening; python analyzer.py --chunkid %s %s %s " % (homedir, i_iFiles, " ".join(iFiles), extraargs)
outfilename = "%s/histograms%s_%s_%s_%s.root" % (histofolder, suffix, period, i_iFiles, i)
if os.path.exists(outfilename) and not overwrite:
continue
commands.append(cmd)
# add reweighting:
if "Run201" not in period and "reweightfile" in suffixes[suffix]:
if "Summer16" in period:
for rwperiod in [
"Run2016B",
"Run2016C",
"Run2016D",
"Run2016E",
"Run2016F",
"Run2016G",
"Run2016H",
]:
commands.append(cmd + " --reweightmc " + rwperiod)
if "Fall17" in period:
for rwperiod in [
"Run2017B",
"Run2017C",
"Run2017D",
"Run2017E",
"Run2017F",
]:
commands.append(cmd + " --reweightmc " + rwperiod)
if "Autumn18" in period:
for rwperiod in [
"Run2018A",
"Run2018B",
"Run2018C",
"Run2018D",
]:
commands.append(cmd + " --reweightmc " + rwperiod)
if options.submit:
if njobs_divide_by>1:
commands2 = []
for command in chunks(commands, njobs_divide_by):
commands2.append("; ".join(command))
print commands2[-1]
commands = commands2
#print commands
print commands[0]
print len(commands)
raw_input("OK?")
GridEngineTools.runParallel(commands, runmode, confirm=0, condorDir="condor.analysis3", use_sl6=0)
if options.hadd:
for period in periods:
for suffix in suffixes:
os.system("hadd -f %s/histograms%s_%s.root histograms/histograms%s_%s_*.root &" % (histofolder, suffix, period, suffix, period))
if "Run201" not in period and "reweightfile" in suffixes[suffix]:
if "Summer16" in period:
for rwperiod in [
"Run2016B",
"Run2016C",
"Run2016D",
"Run2016E",
"Run2016F",
"Run2016G",
"Run2016H",
]:
os.system("hadd -f %s/histograms%s_%s.root histograms/histograms%s_%s_*.root &" % (histofolder, suffix, period + "rw" + rwperiod, suffix, period + "rw" + rwperiod))
if "Fall17" in period:
for rwperiod in [
"Run2017B",
"Run2017C",
"Run2017D",
"Run2017E",
"Run2017F",
]:
os.system("hadd -f %s/histograms%s_%s.root histograms/histograms%s_%s_*.root &" % (histofolder, suffix, period + "rw" + rwperiod, suffix, period + "rw" + rwperiod))
if "Autumn18" in period:
for rwperiod in [
"Run2018A",
"Run2018B",
"Run2018C",
"Run2018D",
]:
os.system("hadd -f %s/histograms%s_%s.root histograms/histograms%s_%s_*.root &" % (histofolder, suffix, period + "rw" + rwperiod, suffix, period + "rw" + rwperiod))
if options.plot:
for suffix in suffixes:
if suffix == "":
os.system("./plot-reweighting-scalefactors-and-efficiencies-tree.py --histofolder %s &" % (histofolder))
else:
os.system("./plot-reweighting-scalefactors-and-efficiencies-tree.py --lumiweighted --suffix %s &" % suffix)