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plotEnergyPerBXWithFit3Hits.py
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249 lines (162 loc) · 13.7 KB
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import os, sys, glob, time
from ROOT import *
import argparse
from copy import copy, deepcopy
sys.path.insert(0, '/Users/arkasantra/arka/include')
from Functions import *
import pprint
def main():
directory = "FitPlots3Hits"
if not os.path.exists(directory):
os.makedirs(directory)
# give the signal sample you want to use, old with less signal tracks or new with more signal tracks
parser = argparse.ArgumentParser(description='Code to find seed tracks')
parser.add_argument('-o', action="store_true", dest="needOldSignal", default=False)
args = parser.parse_args()
inDirectory = "."
if(args.needOldSignal):
#### signal and background file
signalAndBackgroundBX1 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX1_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalAndBackgroundBX2 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX2_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalAndBackgroundBX3 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX3_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalAndBackgroundBX4 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX4_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithoutFit3HitsTracks.root", "READ")
#### only signal file
signalFromBkgFileBX1 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX1_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalFromBkgFileBX2 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX2_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalFromBkgFileBX3 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX3_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalFromBkgFileBX4 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX4_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithoutFit3HitsTracks.root", "READ")
#### signal and background file
signalAndBackgroundBX1WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX1_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithFit3HitsTracks.root", "READ")
signalAndBackgroundBX2WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX2_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithFit3HitsTracks.root", "READ")
signalAndBackgroundBX3WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX3_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithFit3HitsTracks.root", "READ")
signalAndBackgroundBX4WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX4_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithFit3HitsTracks.root", "READ")
#### only signal file
signalFromBkgFileBX1WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX1_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithFit3HitsTracks.root", "READ")
signalFromBkgFileBX2WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX2_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithFit3HitsTracks.root", "READ")
signalFromBkgFileBX3WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX3_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithFit3HitsTracks.root", "READ")
signalFromBkgFileBX4WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics3000nmOld_BX4_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithFit3HitsTracks.root", "READ")
yrange1up = 20
plotSuffix = "BkgEBeam0.826_SignalHics3000nmOld_PerBX_SVDFit"
latexName2 = 'Low signal multiplicity'
else:
#### signal and background file
signalAndBackgroundBX1 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX1_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalAndBackgroundBX2 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX2_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalAndBackgroundBX3 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX3_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalAndBackgroundBX4 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX4_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithoutFit3HitsTracks.root", "READ")
#### only signal file
signalFromBkgFileBX1 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX1_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalFromBkgFileBX2 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX2_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalFromBkgFileBX3 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX3_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithoutFit3HitsTracks.root", "READ")
signalFromBkgFileBX4 = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX4_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithoutFit3HitsTracks.root", "READ")
#### signal and background file
signalAndBackgroundBX1WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX1_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithFit3HitsTracks.root", "READ")
signalAndBackgroundBX2WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX2_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithFit3HitsTracks.root", "READ")
signalAndBackgroundBX3WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX3_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithFit3HitsTracks.root", "READ")
signalAndBackgroundBX4WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX4_trackInfoClean_VariableEnergyCut_SignalAndBackground_PositronSide_WithFit3HitsTracks.root", "READ")
#### only signal file
signalFromBkgFileBX1WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX1_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithFit3HitsTracks.root", "READ")
signalFromBkgFileBX2WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX2_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithFit3HitsTracks.root", "READ")
signalFromBkgFileBX3WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX3_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithFit3HitsTracks.root", "READ")
signalFromBkgFileBX4WithFit = TFile(inDirectory+"/seedingInformation_BkgEBeam_SignalHics5000nmProvisional_BX4_trackInfoClean_VariableEnergyCut_OnlySignal_PositronSide_WithFit3HitsTracks.root", "READ")
yrange1up = 300
plotSuffix = "BkgEBeam0.826_SignalHics5000nmProvisional_PerBX_SVDFit"
latexName2 = 'High signal multiplicity'
### without fit
hSeedEnergy_signalAndBackgroundBX1 = signalAndBackgroundBX1.Get("hSeedEnergy")
hSeedEnergy_signalAndBackgroundBX2 = signalAndBackgroundBX2.Get("hSeedEnergy")
hSeedEnergy_signalAndBackgroundBX3 = signalAndBackgroundBX3.Get("hSeedEnergy")
hSeedEnergy_signalAndBackgroundBX4 = signalAndBackgroundBX4.Get("hSeedEnergy")
hSeedEnergy_signalAndBackgroundBX1.Add(hSeedEnergy_signalAndBackgroundBX2)
hSeedEnergy_signalAndBackgroundBX1.Add(hSeedEnergy_signalAndBackgroundBX3)
hSeedEnergy_signalAndBackgroundBX1.Add(hSeedEnergy_signalAndBackgroundBX4)
hSeedEnergy_signalAndBackgroundBX1.Rebin(4)
hSignalEnergyBX1 = signalFromBkgFileBX1.Get("hSigEnergy")
hSignalEnergyBX2 = signalFromBkgFileBX2.Get("hSigEnergy")
hSignalEnergyBX3 = signalFromBkgFileBX3.Get("hSigEnergy")
hSignalEnergyBX4 = signalFromBkgFileBX4.Get("hSigEnergy")
hSignalEnergyBX1.Add(hSignalEnergyBX2)
hSignalEnergyBX1.Add(hSignalEnergyBX3)
hSignalEnergyBX1.Add(hSignalEnergyBX4)
hSignalEnergyBX1.Rebin(4)
hSeedEnergyMatchedBX1 = signalFromBkgFileBX1.Get("hSeedEnergy")
hSeedEnergyMatchedBX2 = signalFromBkgFileBX2.Get("hSeedEnergy")
hSeedEnergyMatchedBX3 = signalFromBkgFileBX3.Get("hSeedEnergy")
hSeedEnergyMatchedBX4 = signalFromBkgFileBX4.Get("hSeedEnergy")
hSeedEnergyMatchedBX1.Add(hSeedEnergyMatchedBX2)
hSeedEnergyMatchedBX1.Add(hSeedEnergyMatchedBX3)
hSeedEnergyMatchedBX1.Add(hSeedEnergyMatchedBX4)
hSeedEnergyMatchedBX1.Rebin(4)
##### with Fit
hSeedEnergy_signalAndBackgroundBX1WithFit = signalAndBackgroundBX1WithFit.Get("hSeedEnergy")
hSeedEnergy_signalAndBackgroundBX2WithFit = signalAndBackgroundBX2WithFit.Get("hSeedEnergy")
hSeedEnergy_signalAndBackgroundBX3WithFit = signalAndBackgroundBX3WithFit.Get("hSeedEnergy")
hSeedEnergy_signalAndBackgroundBX4WithFit = signalAndBackgroundBX4WithFit.Get("hSeedEnergy")
hSeedEnergy_signalAndBackgroundBX1WithFit.Add(hSeedEnergy_signalAndBackgroundBX2WithFit)
hSeedEnergy_signalAndBackgroundBX1WithFit.Add(hSeedEnergy_signalAndBackgroundBX3WithFit)
hSeedEnergy_signalAndBackgroundBX1WithFit.Add(hSeedEnergy_signalAndBackgroundBX4WithFit)
hSeedEnergy_signalAndBackgroundBX1WithFit.Rebin(4)
hSignalEnergyBX1WithFit = signalFromBkgFileBX1WithFit.Get("hSigEnergy")
hSignalEnergyBX2WithFit = signalFromBkgFileBX2WithFit.Get("hSigEnergy")
hSignalEnergyBX3WithFit = signalFromBkgFileBX3WithFit.Get("hSigEnergy")
hSignalEnergyBX4WithFit = signalFromBkgFileBX4WithFit.Get("hSigEnergy")
hSignalEnergyBX1WithFit.Add(hSignalEnergyBX2WithFit)
hSignalEnergyBX1WithFit.Add(hSignalEnergyBX3WithFit)
hSignalEnergyBX1WithFit.Add(hSignalEnergyBX4WithFit)
hSignalEnergyBX1WithFit.Rebin(4)
hSeedEnergyMatchedBX1WithFit = signalFromBkgFileBX1WithFit.Get("hSeedEnergy")
hSeedEnergyMatchedBX2WithFit = signalFromBkgFileBX2WithFit.Get("hSeedEnergy")
hSeedEnergyMatchedBX3WithFit = signalFromBkgFileBX3WithFit.Get("hSeedEnergy")
hSeedEnergyMatchedBX4WithFit = signalFromBkgFileBX4WithFit.Get("hSeedEnergy")
hSeedEnergyMatchedBX1WithFit.Add(hSeedEnergyMatchedBX2WithFit)
hSeedEnergyMatchedBX1WithFit.Add(hSeedEnergyMatchedBX3WithFit)
hSeedEnergyMatchedBX1WithFit.Add(hSeedEnergyMatchedBX4WithFit)
hSeedEnergyMatchedBX1WithFit.Rebin(4)
FirstTH1 = [hSignalEnergyBX1, hSeedEnergy_signalAndBackgroundBX1, hSeedEnergyMatchedBX1, hSeedEnergy_signalAndBackgroundBX1WithFit, hSeedEnergyMatchedBX1WithFit]
PlotColor = [kGray, 2, 4, 2, 4]
LegendName = ['sig', 'seed without fit', 'seed without fit (sig matched)', 'seed with fit', 'seed with fit (sig matched)']
xAxisName = "E [GeV]"
yAxisName = "Tracks/BX"
#### put the x axis label and y axis label
for i in xrange(0,len(FirstTH1)):
FirstTH1[i].Scale(1./4.0)
FirstTH1[i].GetYaxis().SetTitle(yAxisName)
FirstTH1[i].GetXaxis().SetTitle(xAxisName)
xrange1down = 0
xrange1up = 17
yrange1down = 0.001
yline1low = 1
yline1up = 1
drawline = False
logy = False
latexName = "Data equivalent to 4 BXs"
latexName3 = "Requiring 3/4 hit tracks"
latexName4 = "sig from e+laser"
latexName5 = "bkg from beam-only"
leftLegend = False
doAtlas = False
doLumi = False
noRatio = False
do80 = False
do59 = False
drawPattern = ""
logz = False
logx = False
h2 = hSeedEnergy_signalAndBackgroundBX1.Clone("h2")
h2.Reset()
h2.GetYaxis().SetTitle("#frac{seed energy (reco, sig+bkg)}{energy (sig, from Geant4)}")
h3 = hSeedEnergy_signalAndBackgroundBX1.Clone("h3")
h3.Reset()
h3.GetYaxis().SetTitle("#frac{seed energy (reco, sig matched)}{energy (sig, from Geant4)}")
h4 = hSeedEnergy_signalAndBackgroundBX1.Clone("h4")
h4.Reset()
h4.GetYaxis().SetTitle("#frac{seed energy (reco, sig+bkg)}{energy (sig, from Geant4)}")
h5 = hSeedEnergy_signalAndBackgroundBX1.Clone("h5")
h5.Reset()
h5.GetYaxis().SetTitle("#frac{seed energy (reco, sig matched)}{energy (sig, from Geant4)}")
drawline = True
DrawHistsRatioFour(FirstTH1, LegendName, PlotColor, xrange1down, xrange1up, yrange1down, yrange1up, directory+"/energyDistributionSeedAndSignal_3HitFit_WithRatio_"+plotSuffix, h2, h3, yline1low, yline1up, drawline, logy, False, False, latexName, latexName2, latexName3, latexName4, latexName5, h4, h5)
if __name__=="__main__":
start = time.time()
main()
print("The time taken: ", time.time() - start, " s")