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plotSpectra.py
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plotSpectra.py
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# file to plot superimposed spectra of the calibration data
import ROOT as R
from optparse import OptionParser
from os import environ
import Constants as C
parser = OptionParser()
parser.add_option("-b", "--assembly",
help="Assembly name", dest="ASSEMBLY")
(options, args) = parser.parse_args()
if(options.ASSEMBLY):
assembly=options.ASSEMBLY
else :
print "Please specify assembly"
print "choose from", C.known_assemblies
parser.print_help()
exit()
if assembly not in C.known_assemblies:
print "Assembly not recognised"
print "choose from", C.known_assemblies
exit()
# import CLICdp ROOT style
R.gROOT.ProcessLine(".L CLICdpStyle.C")
R.CLICdpStyle()
# extra style
def plotSpectra(assembly,topTOT):
c = R.TCanvas("c","",0,0,1000,400)
c.SetRightMargin(0.05)
c.SetLeftMargin(0.1)
# get data
home = environ['HOME']
base = "%s/eos/clicdp/data/VertexCalibration" %home
assembly_start = assembly.split("-")[0]
rootfileFe = R.TFile("%s/%s/%s_SinglePixelCalibration/Fe55_%s_spc.root"%(base,assembly,assembly_start,assembly))
rootfileAm = R.TFile("%s/%s/%s_SinglePixelCalibration/Am241_%s_spc.root"%(base,assembly,assembly_start,assembly))
rootfileCd = R.TFile("%s/%s/%s_SinglePixelCalibration/Cd109_%s_spc.root"%(base,assembly,assembly_start,assembly))
if assembly == "B06-W0125":
rootfileCuIn = R.TFile("%s/%s/%s_SinglePixelCalibration/Cu_In_%s_spc.root"%(base,assembly,assembly_start,assembly))
else:
rootfileCuIn = R.TFile("%s/%s/CuIn_%s.root" %(base,assembly,assembly))
if assembly == "B06-W0125":
rootfileCo = R.TFile("%s/%s/%s_SinglePixelCalibration/Co57_%s_spc.root"%(base,assembly,assembly_start,assembly))
else:
rootfileCo = R.TFile("%s/%s/Co57_%s.root" %(base,assembly,assembly))
# trees
treeFe = rootfileFe.Get("pixels")
treeAm = rootfileAm.Get("pixels")
treeCd = rootfileCd.Get("pixels")
treeCuIn = rootfileCuIn.Get("pixels")
treeCo = rootfileCo.Get("pixels")
# hists
histFe_allp = R.TH1F("histFe_allp","",100,0,topTOT)
histAm_allp = R.TH1F("histAm_allp","",100,0,topTOT)
histCd_allp = R.TH1F("histCd_allp","",100,0,topTOT)
histCuIn_allp = R.TH1F("histCuIn_allp","",100,0,topTOT)
histCo_allp = R.TH1F("histCo_allp","",100,0,topTOT)
histFe_onep = R.TH1F("histFe_onep","",20,0,topTOT)
histAm_onep = R.TH1F("histAm_onep","",20,0,topTOT)
histCd_onep = R.TH1F("histCd_onep","",20,0,topTOT)
histCuIn_onep = R.TH1F("histCuIn_onep","",20,0,topTOT)
histCo_onep = R.TH1F("histCo_onep","",20,0,topTOT)
treeFe.Draw("tot>>histFe_allp","","goff")
treeAm.Draw("tot>>histAm_allp","","goff")
treeCd.Draw("tot>>histCd_allp","","goff")
treeCuIn.Draw("tot>>histCuIn_allp","","goff")
treeCo.Draw("tot>>histCo_allp","","goff")
treeFe.Draw("tot>>histFe_onep","col==128&&row==128","goff")
treeAm.Draw("tot>>histAm_onep","col==128&&row==128","goff")
treeCd.Draw("tot>>histCd_onep","col==128&&row==128","goff")
treeCuIn.Draw("tot>>histCuIn_onep","col==128&&row==128","goff")
treeCo.Draw("tot>>histCo_onep","col==128&&row==128","goff")
for hist in [histFe_allp,histAm_allp,histCd_allp,histCuIn_allp,histCo_allp,
histFe_onep,histAm_onep,histCd_onep,histCuIn_onep,histCo_onep]:
hist.Scale(1./hist.GetMaximum())
for hist in [histFe_allp,histFe_onep]:
hist.GetXaxis().SetTitle("TOT [1/96 MHz]")
hist.GetYaxis().SetTitle("Pixels / Peak # pixels")
hist.GetYaxis().SetTitleOffset(0.5)
histFe_allp.SetLineColor(R.kBlue)
histAm_allp.SetLineColor(R.kGreen+2)
histCd_allp.SetLineColor(R.kRed+2)
histCuIn_allp.SetLineColor(R.kOrange)
histCo_allp.SetLineColor(R.kCyan+1)
histFe_onep.SetLineColor(R.kBlue)
histAm_onep.SetLineColor(R.kGreen+2)
histCd_onep.SetLineColor(R.kRed+2)
histCuIn_onep.SetLineColor(R.kOrange)
histCo_onep.SetLineColor(R.kCyan+1)
leg = R.TLegend(0.6,0.45,0.79,0.89)
leg.AddEntry(histAm_allp,"^{241}Am","l")
leg.AddEntry(histCd_allp,"^{109}Cd","l")
leg.AddEntry(histCo_allp,"^{57}Co","l")
leg.AddEntry(histCuIn_allp,"CuInXRF","l")
leg.AddEntry(histFe_allp,"^{55}Fe","l")
histFe_allp.Draw()
histAm_allp.Draw("same")
histCd_allp.Draw("same")
histCuIn_allp.Draw("same")
histCo_allp.Draw("same")
leg.Draw()
c.Update()
c.SaveAs("plots/Spectra/%s_Spectra_AllPixels.pdf" %assembly)
histFe_onep.Draw()
histAm_onep.Draw("same")
histCd_onep.Draw("same")
histCuIn_onep.Draw("same")
histCo_onep.Draw("same")
leg.Draw()
c.Update()
c.SaveAs("plots/Spectra/%s_Spectra_OnePixel.pdf" %assembly)
# if A06-W0110, plot additional spectra of LNLS data
if (assembly == "A06-W0110"):
print "Assembly A06-W0110 has additional data from LNLS, plotting that now"
# get data
base = "%s/eos/clicdp/data/VertexCalibration/LNLS_Analysis/SinglePixelAnalysis/root_files" %home
topTOT = 500
rootfileCoXRF = R.TFile("%s/A06-W0110-25V_CoXRF_CalibTree.root" %base)
rootfileCrXRF = R.TFile("%s/A06-W0110-25V_CrXRF_CalibTree.root" %base)
rootfileCuXRF = R.TFile("%s/A06-W0110-25V_CuXRF_CalibTree.root" %base)
rootfileFeXRF = R.TFile("%s/A06-W0110-25V_FeXRF_CalibTree.root" %base)
rootfileMnXRF = R.TFile("%s/A06-W0110-25V_MnXRF_CalibTree.root" %base)
rootfileNiXRF = R.TFile("%s/A06-W0110-25V_NiXRF_CalibTree.root" %base)
rootfileTiXRF = R.TFile("%s/A06-W0110-25V_TiXRF_CalibTree.root" %base)
rootfileVXRF = R.TFile("%s/A06-W0110-25V_VXRF_CalibTree.root" %base)
# trees
treeCoXRF = rootfileCoXRF.Get("pixels")
treeCrXRF = rootfileCrXRF.Get("pixels")
treeCuXRF = rootfileCuXRF.Get("pixels")
treeFeXRF = rootfileFeXRF.Get("pixels")
treeMnXRF = rootfileMnXRF.Get("pixels")
treeNiXRF = rootfileNiXRF.Get("pixels")
treeTiXRF = rootfileTiXRF.Get("pixels")
treeVXRF = rootfileVXRF.Get("pixels")
print "got trees"
# hists
histCoXRF_allp = R.TH1F("histCoXRF_allp","",100,0,topTOT)
histCrXRF_allp = R.TH1F("histCrXRF_allp","",100,0,topTOT)
histCuXRF_allp = R.TH1F("histCuXRF_allp","",100,0,topTOT)
histFeXRF_allp = R.TH1F("histFeXRF_allp","",100,0,topTOT)
histMnXRF_allp = R.TH1F("histMnXRF_allp","",100,0,topTOT)
histNiXRF_allp = R.TH1F("histNiXRF_allp","",100,0,topTOT)
histTiXRF_allp = R.TH1F("histTiXRF_allp","",100,0,topTOT)
histVXRF_allp = R.TH1F("histVXRF_allp","",100,0,topTOT)
histCoXRF_onep = R.TH1F("histCoXRF_onep","",20,0,topTOT)
histCrXRF_onep = R.TH1F("histCrXRF_onep","",20,0,topTOT)
histCuXRF_onep = R.TH1F("histCuXRF_onep","",20,0,topTOT)
histFeXRF_onep = R.TH1F("histFeXRF_onep","",20,0,topTOT)
histMnXRF_onep = R.TH1F("histMnXRF_onep","",20,0,topTOT)
histNiXRF_onep = R.TH1F("histNiXRF_onep","",20,0,topTOT)
histTiXRF_onep = R.TH1F("histTiXRF_onep","",20,0,topTOT)
histVXRF_onep = R.TH1F("histVXRF_onep","",20,0,topTOT)
treeCoXRF.Draw("tot>>histCoXRF_allp","","goff")
treeCrXRF.Draw("tot>>histCrXRF_allp","","goff")
treeCuXRF.Draw("tot>>histCuXRF_allp","","goff")
treeFeXRF.Draw("tot>>histFeXRF_allp","","goff")
treeMnXRF.Draw("tot>>histMnXRF_allp","","goff")
treeNiXRF.Draw("tot>>histNiXRF_allp","","goff")
treeTiXRF.Draw("tot>>histTiXRF_allp","","goff")
treeVXRF.Draw("tot>>histVXRF_allp","","goff")
treeCoXRF.Draw("tot>>histCoXRF_onep","col==128&&row==128","goff")
treeCrXRF.Draw("tot>>histCrXRF_onep","col==128&&row==128","goff")
treeCuXRF.Draw("tot>>histCuXRF_onep","col==128&&row==128","goff")
treeFeXRF.Draw("tot>>histFeXRF_onep","col==128&&row==128","goff")
treeMnXRF.Draw("tot>>histMnXRF_onep","col==128&&row==128","goff")
treeNiXRF.Draw("tot>>histNiXRF_onep","col==128&&row==128","goff")
treeTiXRF.Draw("tot>>histTiXRF_onep","col==128&&row==128","goff")
treeVXRF.Draw("tot>>histVXRF_onep","col==128&&row==128","goff")
for hist in [histCoXRF_allp,histCrXRF_allp,histCuXRF_allp,histFeXRF_allp,histMnXRF_allp,
histNiXRF_allp,histTiXRF_allp,histVXRF_allp,histCoXRF_onep,histCrXRF_onep,
histCuXRF_onep,histFeXRF_onep,histMnXRF_onep,histNiXRF_onep,histTiXRF_onep,histVXRF_onep]:
hist.Scale(1./hist.GetMaximum())
for hist in [histCuXRF_allp,histCuXRF_onep]:
hist.GetXaxis().SetTitle("TOT [1/96 MHz]")
hist.GetYaxis().SetTitle("Pixels / Peak # pixels")
hist.GetYaxis().SetTitleOffset(0.5)
histCoXRF_allp.SetLineColor(R.kBlue)
histCrXRF_allp.SetLineColor(R.kGreen+2)
histCuXRF_allp.SetLineColor(R.kRed+2)
histFeXRF_allp.SetLineColor(R.kOrange)
histMnXRF_allp.SetLineColor(R.kCyan+1)
histNiXRF_allp.SetLineColor(R.kViolet)
histTiXRF_allp.SetLineColor(R.kGray)
histVXRF_allp.SetLineColor(R.kBlack)
histCoXRF_onep.SetLineColor(R.kBlue)
histCrXRF_onep.SetLineColor(R.kGreen+2)
histCuXRF_onep.SetLineColor(R.kRed+2)
histFeXRF_onep.SetLineColor(R.kOrange)
histMnXRF_onep.SetLineColor(R.kCyan+1)
histNiXRF_onep.SetLineColor(R.kViolet)
histTiXRF_onep.SetLineColor(R.kGray)
histVXRF_onep.SetLineColor(R.kBlack)
leg = R.TLegend(0.8,0.2,0.94,0.89)
leg.AddEntry(histCoXRF_allp,"CoXRF","l")
leg.AddEntry(histCrXRF_allp,"CrXRF","l")
leg.AddEntry(histCuXRF_allp,"CuXRF","l")
leg.AddEntry(histFeXRF_allp,"FeXRF","l")
leg.AddEntry(histMnXRF_allp,"MnXRF","l")
leg.AddEntry(histNiXRF_allp,"NiXRF","l")
leg.AddEntry(histTiXRF_allp,"TiXRF","l")
leg.AddEntry(histVXRF_allp,"VXRF","l")
histCuXRF_allp.Draw()
histCrXRF_allp.Draw("same")
histVXRF_allp.Draw("same")
histFeXRF_allp.Draw("same")
histMnXRF_allp.Draw("same")
histNiXRF_allp.Draw("same")
histTiXRF_allp.Draw("same")
histCoXRF_allp.Draw("same")
leg.Draw()
c.Update()
c.SaveAs("plots/Spectra/A06-W0110_LNLSSpectra_AllPixels.pdf")
histCuXRF_onep.Draw()
histCrXRF_onep.Draw("same")
histVXRF_onep.Draw("same")
histFeXRF_onep.Draw("same")
histMnXRF_onep.Draw("same")
histNiXRF_onep.Draw("same")
histTiXRF_onep.Draw("same")
histCoXRF_onep.Draw("same")
leg.Draw()
c.Update()
c.SaveAs("plots/Spectra/A06-W0110_LNLSSpectra_OnePixel.pdf")
def getTopTOT(assembly):
if assembly == "A06-W0110": topTOT = 1300
if assembly == "B06-W0125": topTOT = 2700
if assembly == "B07-W0125": topTOT = 1400
if assembly == "C04-W0110": topTOT = 1300
if assembly == "D09-W0126": topTOT = 1700
if assembly == "L04-W0125": topTOT = 1500
return topTOT
topTOT = getTopTOT(assembly)
plotSpectra(assembly,topTOT)