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Allow combination of the corrections files
- Add a parameter "era" to the output config (python) files - Allow to combine the results of different eras into one single file - Add a script (runfits_combined.sh) as an example to produce such a combined file
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‎MetPhiCorrections/README.md‎

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@@ -20,9 +20,10 @@ Do a `hadd` of all output files.\
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You need to do this separately for each era, and once for MC for each year (no automatization of this exists yet). In principle, different eras could be regrouped, but it has been showed that the corrections depend on the era.\
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3. Once you have the MEx,y go to `MetTools/MetPhiCorrections/python/tools/`. Look at the input parameters of `multiplicityFit.py` and change them in the calling script `fits.sh` according to your needs. The command `python multiplicityFit.py -h` should give you an idea. The script `fits.sh` performs the fits and writes the final cfi file. You can give it three parameters(a label for the production, input root file path, output plot directory path), e.g. `./fits.sh my102X <input.root> plots` which then creates `multPhiCorr_my102X_cfi.py` from the DY shifts that are stored in a root file in that directory, as well as plots showing the fit results. Check the parametrization in the plot and modify funtional form, fitrange etc., if needed. When you're done check the output `.py` file (e.g. one of those from the repository, `multPhiCorr_XXX_cfi.py`, or the one you produced). Check that there is no overlap in eta for the same candidate species and that all categories are included. (One can also use `runfits.sh` to run fits.sh multiple times subsequently.)\
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There are 3 parametrizations possible for the corrections: as a function of multiplicity, of the (scalar) pT sum or of the number of vertices. The current recommendation is to use the number of vertices, which is found the be the most independant of the hard physics process. Later steps assume this choice is made.\
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The file `multPhiCorr_my102X_cfi.py` is the one that is meant to be put in the `JetMETCorrections/Type1MET/python` module of CMSSW (if you do so, don't forget to change the module name in `pfMETmultShiftCorrections_cfi.py`). By doing so, you ensure that your corrections will be applied, based on the fits (which are quadratic functions) you just created. Be aware, however, that the current framework allows only to have one file, while it was shown that the corrections may be very different from a year to another, from data to MC, and even from an era to another within the same year.\
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The file `multPhiCorr_my102X_cfi.py` is the one that is meant to be put in the `JetMETCorrections/Type1MET/python` module of CMSSW (if you do so, don't forget to change the module name in `pfMETmultShiftCorrections_cfi.py`). By doing so, you ensure that your corrections will be applied, based on the fits (which are quadratic functions) you just created.\
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You can add different files together for different eras using the option `--combine` with `fits.sh`. See the script `runfits_combined.sh` for an example. This output should be the one to use in CMSSW.\
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From there, you might want to check the impact of your corrections by applying them, using a simple analyzer.\
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4. Once you have run on all the data, and on DY MC, for one given year, you can use the scripts in `MetTools/MetPhiCorrections/test/plotting`. Update the names of the input files to match the ones you obtained. There are 3 scripts you can use:
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- (Optional) `root -l -q -b 'prepare_plots.cc++(YEAR)'` (where YEAR is 2016, 2017 or 2018) -> will produce plots for meaningful variables, superimposed for all eras
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- `root -l -q -b 'combine_corrections.cc++(YEAR)'` -> will produce, for each era, a single combined plot for the total correction in MET X shift and another in MET Y shift, as a function of the number of vertices. It also performs a fit with a linear function (expected behavior is linear), and write the fit parameters in a text file. It is recommended to use this output if you want to apply corrections to your analysis.
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- `root -l -q -b 'combine_corrections.cc++(YEAR)'` -> will produce, for each era, a single combined plot for the total correction in MET X shift and another in MET Y shift, as a function of the number of vertices. It also performs a fit with a linear function (expected behavior is linear), and write the fit parameters in a text file. It is recommended to use this output if you want to apply corrections to your analysis, if you don't already have the corrected MET in your trees.
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- (Optional) `root -l -q -b 'prepare_combined_plots.cc++(YEAR)'` -> will superimpose the plots produced by `combine_corrections.cc`, and compare them with the fits obtained by the alternative method, consisting in computing the corrections directly from the MET X/Y coordinates in the event. Additional options can be given to plot only several eras (to avoid overcrowded plots).

‎MetPhiCorrections/python/tools/fits.sh‎

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#!/bin/sh
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if [ -n "$1" ]; then
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argum=$1
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else
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argum="tmp"
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fi
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mood=$4
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outputTextFile="multPhiCorr_${argum}_${mood}_cfi.py"
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inputTextFile=$2
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plotoutPutDirString=$3
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if [ "$5" = "--combine" ]; then
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do_combine=1
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else
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do_combine=0
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fi
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#inputTextFile="/data/easilar/METPhiCorr/RootFiles/DY_Fall15/DYJetsToLL_M-50_TuneCUETP8M1_13TeV-amcatnloFXFX-pythia8_RunIIFall15MiniAODv2-PU25nsData2015v1_76X_mcRun2_asymptotic_v12-v1_V2.root"
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#plotoutPutDirString="/afs/hephy.at/user/e/easilar/www/METPhiCorr/WJets_Spring15/"
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rm -rf $outputTextFile
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echo "import FWCore.ParameterSet.Config as cms">>$outputTextFile
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echo "multPhiCorr_${argum} = cms.VPSet(">>$outputTextFile
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="hEtaPlus_ngoodVertices.pdf" --map=hEtaPlus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-20,20 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="hEtaMinus_ngoodVertices.pdf" --map=hEtaMinus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=6,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="h0Barrel_ngoodVertices.pdf" --map=h0Barrel --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=2,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="h0EndcapPlus_ngoodVertices.pdf" --map=h0EndcapPlus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="h0EndcapMinus_ngoodVertices.pdf" --map=h0EndcapMinus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=6,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="gammaBarrel_ngoodVertices.pdf" --map=gammaBarrel --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-2,2 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="gammaEndcapPlus_ngoodVertices.pdf" --map=gammaEndcapPlus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-3,3 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="gammaEndcapMinus_ngoodVertices.pdf" --map=gammaEndcapMinus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-3,3 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="hHFPlus_ngoodVertices.pdf" --map=hHFPlus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="hHFMinus_ngoodVertices.pdf" --map=hHFMinus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="egammaHFPlus_ngoodVertices.pdf" --map=egammaHFPlus --mode=$mood --func='([0] + (x*(x<100)+100*(x>=100))*[1]+(x*(x<100)+100*(x>=100))**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-2,2 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="egammaHFMinus_ngoodVertices.pdf" --map=egammaHFMinus --mode=$mood --func='([0] + (x*(x<100)+100*(x>=100))*[1]+(x*(x<100)+100*(x>=100))**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-2,2 --xZoomRange=0,100
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echo ")">>$outputTextFile
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if [ $do_combine = 1 ]; then
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outputTextFile="multPhiCorr_combined_${mood}_cfi.py"
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else
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outputTextFile="multPhiCorr_${argum}_${mood}_cfi.py"
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rm -rf $outputTextFile
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echo "import FWCore.ParameterSet.Config as cms">>$outputTextFile
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echo "multPhiCorr_${argum} = cms.VPSet(">>$outputTextFile
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fi
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="hEtaPlus_ngoodVertices.pdf" --map=hEtaPlus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-20,20 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="hEtaMinus_ngoodVertices.pdf" --map=hEtaMinus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=6,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="h0Barrel_ngoodVertices.pdf" --map=h0Barrel --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=2,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="h0EndcapPlus_ngoodVertices.pdf" --map=h0EndcapPlus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="h0EndcapMinus_ngoodVertices.pdf" --map=h0EndcapMinus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=6,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="gammaBarrel_ngoodVertices.pdf" --map=gammaBarrel --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-2,2 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="gammaEndcapPlus_ngoodVertices.pdf" --map=gammaEndcapPlus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-3,3 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="gammaEndcapMinus_ngoodVertices.pdf" --map=gammaEndcapMinus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-3,3 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="hHFPlus_ngoodVertices.pdf" --map=hHFPlus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="hHFMinus_ngoodVertices.pdf" --map=hHFMinus --mode=$mood --func='([0] + x*[1]+x**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-10,10 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="egammaHFPlus_ngoodVertices.pdf" --map=egammaHFPlus --mode=$mood --func='([0] + (x*(x<100)+100*(x>=100))*[1]+(x*(x<100)+100*(x>=100))**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-2,2 --xZoomRange=0,100
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python multiplicityFit.py --textFileName=$outputTextFile --era=$argum --input=$inputTextFile --rootGDir=metPhiCorrInfoWriter --plotoutPutDir=$plotoutPutDirString --plotFileName="egammaHFMinus_ngoodVertices.pdf" --map=egammaHFMinus --mode=$mood --func='([0] + (x*(x<100)+100*(x>=100))*[1]+(x*(x<100)+100*(x>=100))**2*[2])' --fitRange=0,80 --rebin=0 --yZoomRange=-2,2 --xZoomRange=0,100
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if [ $do_combine = 0 ]; then
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echo ")">>$outputTextFile
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fi
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echo "Outputs written to: $outputTextFile"

‎MetPhiCorrections/python/tools/multiplicityFit.py‎

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parser.add_option("--plotFileName", dest="plotFileName", default="plot.pdf", type="string", action="store", help="Filename the plot. Default:test.pdf")
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parser.add_option("--plotoutPutDir", dest="plotoutPutDir", default="/", type="string", action="store", help="dir name Default:/")
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parser.add_option("--textFileName", dest="textFileName", default="metPhiCorrections_cfi.py", type="string", action="store", help="Text file name that the corrections are appended to. Default:metPhiCorrections_cfi.py.")
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parser.add_option("--era", dest="era", default="Data_default", type="string", action="store", help="Era (or year, for MC) for which the corrections were produced. Default:Data_default. (Will intentionally not work with this default parameter!)")
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(options, args) = parser.parse_args()
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import ROOT
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l.SetShadowColor(ROOT.kWhite)
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l.SetBorderSize(1)
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l.Draw()
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os.system("mkdir -p "+options.plotoutPutDir)
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c1.Print(options.plotoutPutDir+options.plotFileName)
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c1.Print(options.plotoutPutDir+options.plotFileName.replace('.pdf', '.root'))
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c1.Print(options.plotoutPutDir+options.plotFileName.replace('.pdf', '.png'))
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with open(options.textFileName, "a") as ofile:
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ofile.write(' cms.PSet(\n')
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ofile.write(' era=cms.string("'+str(options.era)+'"),\n')
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ofile.write(' name=cms.string("'+map['name'].replace('_','')+'"),\n')
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ofile.write(' type=cms.int32('+str(label[map['type']])+'),\n')
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ofile.write(' varType=cms.int32('+str(varType[options.mode])+'),\n')

‎MetPhiCorrections/python/tools/runfits_combined.sh‎

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#!/bin/sh
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mainOutput="multPhiCorr_combined_ngoodVertices_cfi.py"
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rm multPhiCorr_combined_ngoodVertices_cfi.py
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echo "import FWCore.ParameterSet.Config as cms">>$mainOutput
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echo "multPhiCorr_combined = cms.VPSet(">>$mainOutput
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./fits.sh MC_2018 "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_MC2018.root" "/user/npostiau/public_html/MetPhi/MC_2018/" ngoodVertices --combine
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./fits.sh MC_2017 "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_MC2017.root" "/user/npostiau/public_html/MetPhi/MC_2017/" ngoodVertices --combine
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./fits.sh MC_2016 "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_MC2016.root" "/user/npostiau/public_html/MetPhi/MC_2016/" ngoodVertices --combine
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./fits.sh Data_2018A "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2018A.root" "/user/npostiau/public_html/MetPhi/Data2018A/" ngoodVertices --combine
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./fits.sh Data_2018B "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2018B.root" "/user/npostiau/public_html/MetPhi/Data2018B/" ngoodVertices --combine
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./fits.sh Data_2018C "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2018C.root" "/user/npostiau/public_html/MetPhi/Data2018C/" ngoodVertices --combine
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./fits.sh Data_2018D "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2018D.root" "/user/npostiau/public_html/MetPhi/Data2018D/" ngoodVertices --combine
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./fits.sh Data_2017B "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2017B.root" "/user/npostiau/public_html/MetPhi/Data2017B/" ngoodVertices --combine
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./fits.sh Data_2017C "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2017C.root" "/user/npostiau/public_html/MetPhi/Data2017C/" ngoodVertices --combine
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./fits.sh Data_2017D "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2017D.root" "/user/npostiau/public_html/MetPhi/Data2017D/" ngoodVertices --combine
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./fits.sh Data_2017E "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2017E.root" "/user/npostiau/public_html/MetPhi/Data2017E/" ngoodVertices --combine
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./fits.sh Data_2017F "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2017F.root" "/user/npostiau/public_html/MetPhi/Data2017F/" ngoodVertices --combine
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./fits.sh Data_2016B "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2016B.root" "/user/npostiau/public_html/MetPhi/Data2016B/" ngoodVertices --combine
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./fits.sh Data_2016C "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2016C.root" "/user/npostiau/public_html/MetPhi/Data2016C/" ngoodVertices --combine
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./fits.sh Data_2016D "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2016D.root" "/user/npostiau/public_html/MetPhi/Data2016D/" ngoodVertices --combine
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./fits.sh Data_2016E "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2016E.root" "/user/npostiau/public_html/MetPhi/Data2016E/" ngoodVertices --combine
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./fits.sh Data_2016F "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2016F.root" "/user/npostiau/public_html/MetPhi/Data2016F/" ngoodVertices --combine
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./fits.sh Data_2016G "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2016G.root" "/user/npostiau/public_html/MetPhi/Data2016G/" ngoodVertices --combine
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./fits.sh Data_2016H "/user/npostiau/CMSSW_10_2_11_MetTools/src/MetTools/MetPhiCorrections/test/fullProd/histo_merged_DataDoubleMu2016H.root" "/user/npostiau/public_html/MetPhi/Data2016H/" ngoodVertices --combine
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echo ")">>$mainOutput

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