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plotStats.py
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# a file to plot the available statistics per pixel, per source, per assembly
import ROOT as R
import time
from os import environ
from optparse import OptionParser
import Constants as C
import getpass
parser = OptionParser()
parser.add_option("-b", "--assembly",
help="Assembly name", dest="ASSEMBLY")
parser.add_option("-s", "--source",
help="Source name", dest="SOURCE")
(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()
if(options.SOURCE):
source=options.SOURCE
else :
print "Please specify source"
print "choose from", C.known_sources
parser.print_help()
exit()
if source not in C.known_sources:
print "Source not recognised"
print "choose from", C.known_sources
exit()
if source in C.LNLS_sources and assembly != "A06-W0110":
print "Source only available for assembly A06-W0110"
print "please reconsider input"
exit()
# import CLICdp ROOT style
R.gROOT.ProcessLine(".L CLICdpStyle.C")
R.CLICdpStyle()
# extra style
R.gStyle.SetOptStat(1100)
def plotStats(assembly,source,statMax):
# get data
home = environ['HOME']
base = "%s/eos/clicdp/data/VertexCalibration" %home
assembly_start = assembly.split("-")[0]
if source == "Fe":
rootfile = R.TFile("%s/%s/%s_SinglePixelCalibration/Fe55_%s_spc.root"%(base,assembly,assembly_start,assembly))
elif source == "Am":
rootfile = R.TFile("%s/%s/%s_SinglePixelCalibration/Am241_%s_spc.root"%(base,assembly,assembly_start,assembly))
elif source == "Cd":
rootfile = R.TFile("%s/%s/%s_SinglePixelCalibration/Cd109_%s_spc.root"%(base,assembly,assembly_start,assembly))
elif source == "CuInXRF":
if assembly == "B06-W0125":
rootfile = R.TFile("%s/%s/%s_SinglePixelCalibration/Cu_In_%s_spc.root"%(base,assembly,assembly_start,assembly))
else:
rootfile = R.TFile("%s/%s/CuIn_%s.root" %(base,assembly,assembly))
elif source == "Co":
if assembly == "B06-W0125":
rootfile = R.TFile("%s/%s/%s_SinglePixelCalibration/Co57_%s_spc.root"%(base,assembly,assembly_start,assembly))
else:
rootfile = R.TFile("%s/%s/Co57_%s.root" %(base,assembly,assembly))
elif source == "CoXRF":
rootfile = R.TFile("%s/LNLS_Analysis/SinglePixelAnalysis/root_files/%s-25V_CoXRF_CalibTree.root" %(base,assembly))
elif source == "CrXRF":
rootfile = R.TFile("%s/LNLS_Analysis/SinglePixelAnalysis/root_files/%s-25V_CrXRF_CalibTree.root" %(base,assembly))
elif source == "CuXRF":
rootfile = R.TFile("%s/LNLS_Analysis/SinglePixelAnalysis/root_files/%s-25V_CuXRF_CalibTree.root" %(base,assembly))
elif source == "FeXRF":
rootfile = R.TFile("%s/LNLS_Analysis/SinglePixelAnalysis/root_files/%s-25V_FeXRF_CalibTree.root" %(base,assembly))
elif source == "MnXRF":
rootfile = R.TFile("%s/LNLS_Analysis/SinglePixelAnalysis/root_files/%s-25V_MnXRF_CalibTree.root" %(base,assembly))
elif source == "NiXRF":
rootfile = R.TFile("%s/LNLS_Analysis/SinglePixelAnalysis/root_files/%s-25V_NiXRF_CalibTree.root" %(base,assembly))
elif source == "TiXRF":
rootfile = R.TFile("%s/LNLS_Analysis/SinglePixelAnalysis/root_files/%s-25V_TiXRF_CalibTree.root" %(base,assembly))
elif source == "VXRF":
rootfile = R.TFile("%s/LNLS_Analysis/SinglePixelAnalysis/root_files/%s-25V_VXRF_CalibTree.root" %(base,assembly))
# tree
tree = rootfile.Get("pixels")
statmap = R.TH2F("statmap","",C.npixX,0,C.npixX,C.npixY,0,C.npixY)
stathist = R.TH1F("stathist","",100,0,statMax)
username = getpass.getuser()
junkfile = R.TFile("/tmp/%s/junkfile_%s_%s.root" %(username,assembly,source),"RECREATE")
for i in xrange(0,C.npixX):
start = time.time()
print "doing row", i
cut = "row==%i" %i
t2 = tree.CopyTree(cut)
for j in xrange(0,C.npixY):
ent = t2.GetEntries("col==%i" %j)
statmap.Fill(j,i,ent)
stathist.Fill(ent)
end = time.time()
print "time", end - start
c = R.TCanvas()
c.SetRightMargin(0.2)
statmap.SetStats(0)
statmap.GetXaxis().SetTitle("Pixel X")
statmap.GetYaxis().SetTitle("Pixel Y")
statmap.Draw("colz")
c.SaveAs("plots/Statistics/%s_%s_StatMap.pdf" %(assembly,source))
c.SetLeftMargin(0.2)
c.SetRightMargin(0.1)
stathist.GetXaxis().SetTitle("Hits per pixel")
stathist.Draw()
c.Update()
stats = stathist.GetListOfFunctions().FindObject("stats")
stats.SetX1NDC(0.6)
stats.SetX2NDC(0.86)
stats.SetY1NDC(0.75)
stats.SetY2NDC(0.88)
c.SaveAs("plots/Statistics/%s_%s_StatHist.pdf" %(assembly,source))
def getStatMax(assembly,source):
if assembly == "A06-W0110":
if source == "Fe": statMax = 2500
if source == "Co": statMax = 100
if source == "Cd": statMax = 1000
if source == "CuInXRF": statMax = 100
if source == "Am": statMax = 2500
if source == "CoXRF": statMax = 5000
if source == "CrXRF": statMax = 10000
if source == "CuXRF": statMax = 10000
if source == "FeXRF": statMax = 10000
if source == "MnXRF": statMax = 10000
if source == "NiXRF": statMax = 10000
if source == "TiXRF": statMax = 15000
if source == "VXRF": statMax = 10000
if assembly == "B06-W0125":
if source == "Fe": statMax = 2500
if source == "Co": statMax = 1000
if source == "Cd": statMax = 500
if source == "CuInXRF": statMax = 1500
if source == "Am": statMax = 2500
if assembly == "B07-W0125":
if source == "Fe": statMax = 2500
if source == "Co": statMax = 100
if source == "Cd": statMax = 1000
if source == "CuInXRF": statMax = 100
if source == "Am": statMax = 2500
if assembly == "C04-W0110":
if source == "Fe": statMax = 2500
if source == "Co": statMax = 1000
if source == "Cd": statMax = 500
if source == "CuInXRF": statMax = 500
if source == "Am": statMax = 2500
if assembly == "D09-W0126":
if source == "Fe": statMax = 2500
if source == "Co": statMax = 100
if source == "Cd": statMax = 500
if source == "CuInXRF": statMax = 100
if source == "Am": statMax = 2500
if assembly == "L04-W0125":
if source == "Fe": statMax = 2500
if source == "Co": statMax = 1000
if source == "Cd": statMax = 500
if source == "CuInXRF": statMax = 100
if source == "Am": statMax = 2500
return statMax
statMax = getStatMax(assembly,source)
plotStats(assembly,source,statMax)