def Measure_Integral(Fname1, Fname2, Title, XaxisT, low, high, freq, RootName):
FNumber = int((high - low) / freq)
LINK = [19]
# LINK=[15,16,17,18,19]
# LINKkChannel=[0,1,2,3,4,5]
LINKkChannel = [2]
for linkChannel in LINKkChannel:
for link in LINK:
xIntegral = array("d", xrange(0, FNumber))
yIntegral = array("d", xrange(0, FNumber))
yIntegralErrUp = array("d", xrange(0, FNumber))
yIntegralErrDown = array("d", xrange(0, FNumber))
xIntegral_RMS = array("d", xrange(0, FNumber))
yIntegral_RMS = array("d", xrange(0, FNumber))
yIntegral_RMSErrUp = array("d", xrange(0, FNumber))
yIntegral_RMSErrDown = array("d", xrange(0, FNumber))
xRatio = array("d", xrange(0, FNumber))
yRatio = array("d", xrange(0, FNumber))
xSingleEv = array("d", xrange(0, 40))
ySingleEv = array("d", xrange(0, 40))
num = -1
for iAmp in range(low, high, freq):
num += 1
Fname = Fname1 + str(iAmp) + Fname2
print "************* -> initiating The ", Fname, " and number of files exist= ", FNumber
print "--------------------> Now is doing .... ", low, " ____ ", Fname
f = open(Fname)
data = getData(f)
# tdc = getTDCValues(f)
M = TH1F(Fname, Fname, 10000, 0, 1000000)
x = array("d", xrange(0, 1001))
y = array("d", xrange(0, 1001))
for event in xrange(0, 995):
pedSum = 0
sigSum = 0
Signal = 0
Pedestal = 0
for BX in xrange(0, 40):
adcValue = data[event][link][BX][linkChannel]
if BX < 15: pedSum += adcValue
if BX > 19 and BX < 27: sigSum += adcValue
# if BX > 19 and BX < 25: sigSum += adcValue
xSingleEv[BX] = BX
ySingleEv[BX] = adcValue
scanvas = MakeCanvas("mm", "nn", 800, 800)
GrSingleEv = TGraph(len(xSingleEv), xSingleEv, ySingleEv)
SFit = TF1("fit", "gaus", 19, 23)
SFit.SetParameter(0, 4000)
SFit.SetParameter(1, 20.9)
SFit.SetParLimits(1, 20, 22)
SFit.SetParameter(2, 1.5)
GrSingleEv.Draw("AC*")
GrSingleEv.Fit("fit", "R0")
SFit.Draw("same")
FitParam = SFit.GetParameters()
print "Gaus fit param 1, 2, 3= ", round(
FitParam[0], 4), round(FitParam[1],
4), round(FitParam[2], 4)
# scanvas.SaveAs("singleEv_"+str(iAmp)+"_"+str(event)+".pdf")
Pedestal = pedSum / 15.
y[event] = sigSum - Pedestal * 7
# y[event]= sigSum- Pedestal*5
M.Fill(y[event])
histMean = M.GetMean()
histRMS = M.GetStdDev()
highVal = histMean + 4 * histRMS
lowVal = histMean - 4 * histRMS
highValAx = histMean + 6 * histRMS
lowValAx = histMean - 6 * histRMS
canvas = MakeCanvas("asdf", "asdf", 800, 800)
canvas.Update()
MyGr = TGraph(len(x), x, y)
mfit = TF1("fit", "gaus", lowVal, highVal)
M.Fit(mfit, "R0", "")
FitParam = mfit.GetParameters()
# FitParErr=mfit.GetParError()
integral = round(FitParam[1], 4)
integralErr = round(mfit.GetParError(1), 4)
if FitParam[1] / histMean < 0.9 or FitParam[1] / histMean > 1.1:
integral = histMean
integralErr = 0
integral_RMS = round(FitParam[2], 4)
integral_RMSErr = round(mfit.GetParError(2), 4)
if round(FitParam[2], 4) / histRMS < 0.9 or round(
FitParam[2], 4) / histRMS > 1.1:
integral_RMS = histRMS
integral_RMSErr = 0
print "iAmp=", iAmp, " integral= ", integral, " integral_RMS=", integral_RMS
M.SetMarkerStyle(22)
M.GetXaxis().SetRangeUser(lowValAx, highValAx)
M.SetTitle(Title + " = " + str(iAmp))
M.Draw("pe")
mfit.Draw("same")
fitInfo = TPaveText(.20, 0.7, .60, 0.9, "NDC")
fitInfo.SetBorderSize(0)
fitInfo.SetFillStyle(0)
fitInfo.SetTextAlign(12)
fitInfo.SetTextSize(0.03)
fitInfo.SetTextColor(1)
fitInfo.SetTextFont(62)
fitInfo.AddText("Mean of Fit=" + str(round(FitParam[1], 1)))
fitInfo.AddText("RMS of Fit =" + str(round(FitParam[2], 1)))
fitInfo.Draw()
canvas.SaveAs("HistoSingleRun_" + str(iAmp) + "_" + Title +
RootName + "_link" + str(link) + "_ch_" +
str(linkChannel) + ".pdf")
xIntegral[num] = iAmp
yIntegral[num] = integral
yIntegralErrUp[num] = integral + integralErr
yIntegralErrDown[num] = integral - integralErr
xIntegral_RMS[num] = iAmp
yIntegral_RMS[num] = integral_RMS
yIntegral_RMSErrUp[num] = integral_RMS + integral_RMSErr
yIntegral_RMSErrDown[num] = integral_RMS - integral_RMSErr
xRatio[num] = iAmp
yRatio[num] = integral_RMS / integral
Graph_Integral = TGraph(len(xIntegral), xIntegral, yIntegral)
Graph_IntegralErUp = TGraph(len(xIntegral), xIntegral,
yIntegralErrUp)
Graph_IntegralErDown = TGraph(len(xIntegral), xIntegral,
yIntegralErrDown)
canvas_Integral = MakeCanvas("can1", "can1", 800, 800)
Graph_Integral.SetTitle("Pulse Integral vs. Pulse " + Title)
Graph_Integral.SetMarkerStyle(22)
Graph_Integral.SetMarkerColor(3)
Graph_Integral.SetMarkerSize(2)
Graph_Integral.GetXaxis().SetTitle(XaxisT)
Graph_Integral.Draw()
Graph_IntegralErUp.Draw("same")
Graph_IntegralErDown.Draw("same")
canvas_Integral.SaveAs("Integral_" + Title + RootName + "_link" +
str(link) + "_ch_" + str(linkChannel) +
".pdf")
Graph_Integral_RMS = TGraph(len(xIntegral_RMS), xIntegral_RMS,
yIntegral_RMS)
Graph_Integral_RMSErUp = TGraph(len(xIntegral_RMS), xIntegral_RMS,
yIntegral_RMSErrUp)
Graph_Integral_RMSErDown = TGraph(len(xIntegral_RMS),
xIntegral_RMS,
yIntegral_RMSErrDown)
canvas_Integral_RMS = MakeCanvas("can2", "can2", 800, 800)
Graph_Integral_RMS.SetTitle("Pulse Integral RMS vs. Pulse " +
Title)
Graph_Integral_RMS.SetMarkerStyle(23)
Graph_Integral_RMS.SetMarkerColor(2)
Graph_Integral_RMS.SetMarkerSize(2)
Graph_Integral_RMS.GetXaxis().SetTitle(XaxisT)
Graph_Integral_RMS.Draw()
Graph_Integral_RMSErUp.Draw("same")
Graph_Integral_RMSErDown.Draw("same")
canvas_Integral_RMS.SaveAs("Integral_RMS_" + Title + RootName +
"_link" + str(link) + "_ch_" +
str(linkChannel) + ".pdf")
Graph_Ratio = TGraph(len(xRatio), xRatio, yRatio)
canvas_Ratio = MakeCanvas("can2", "can2", 800, 800)
Graph_Ratio.SetTitle(
"Ratio of Pulse Integral RMS and Pulse Integral " + Title)
Graph_Ratio.SetMarkerStyle(21)
Graph_Ratio.SetMarkerColor(8)
Graph_Ratio.SetMarkerSize(2)
Graph_Ratio.GetXaxis().SetTitle(XaxisT)
Graph_Ratio.Draw()
canvas_Ratio.SaveAs("Ratio_" + Title + RootName + "_link" +
str(link) + "_ch_" + str(linkChannel) + ".pdf")
OutFile = TFile(
"outFile_" + RootName + "_link" + str(link) + "_ch_" +
str(linkChannel) + ".root", "RECREATE")
OutFile.WriteObject(Graph_Integral, "Graph_Integral")
OutFile.WriteObject(Graph_Integral_RMS, "Graph_Integral_RMS")
OutFile.WriteObject(Graph_Ratio, "Graph_Ratio")
OutFile.Close()
def Measure_Integral(AllRuns, Title, RootName):
FNumber=len(AllRuns)
xIntegral=array("d",xrange(0,FNumber))
yIntegral=array("d",xrange(0,FNumber))
yIntegralErrUp=array("d",xrange(0,FNumber))
yIntegralErrDown=array("d",xrange(0,FNumber))
xIntegral_RMS=array("d",xrange(0,FNumber))
yIntegral_RMS=array("d",xrange(0,FNumber))
yIntegral_RMSErrUp=array("d",xrange(0,FNumber))
yIntegral_RMSErrDown=array("d",xrange(0,FNumber))
xRatio=array("d",xrange(0,FNumber))
yRatio=array("d",xrange(0,FNumber))
xSingleEv=array("d",xrange(0,40))
ySingleEv=array("d",xrange(0,40))
OutFile=TFile(RootName,"RECREATE")
num=-1
iAmp=0
for Fname in AllRuns:
num+=1
iAmp+=1
f = open(Fname)
data = getData(f)
M=TH1F(Fname,Fname,600,0,120000)
x = array("d", xrange(0,1001))
y = array("d", xrange(0,1001))
for event in xrange(0,995):
pedSum=0
sigSum=0
Signal=0
Pedestal=0
for BX in xrange(0, 40):
adcValue=data[event][link][BX][linkChannel]
if BX < 15 : pedSum += adcValue
if BX > 19 and BX < 25: sigSum += adcValue
xSingleEv[BX]=BX
ySingleEv[BX]=adcValue
scanvas = MakeCanvas("mm","nn",800,800)
GrSingleEv=TGraph(len(xSingleEv),xSingleEv,ySingleEv)
OutFile.WriteObject(GrSingleEv,"singleEv_"+str(iAmp)+"_"+str(event))
SFit=TF1("fit", "gaus", 19,23)
SFit.SetParameter(0, 4000)
SFit.SetParameter(1, 20.9)
SFit.SetParLimits(1, 20, 22)
SFit.SetParameter(2, 1.5)
GrSingleEv.Draw("AC*")
GrSingleEv.Fit("fit","R0")
SFit.Draw("same")
FitParam=SFit.GetParameters()
print "Gaus fit param 1, 2, 3= " , round(FitParam[0],4), round(FitParam[1],4), round(FitParam[2],4)
scanvas.SaveAs("PLOT/singleEv_"+str(iAmp)+"_"+str(event)+".pdf")
Pedestal=pedSum/15.
y[event]= sigSum- Pedestal*5
M.Fill(y[event])
histMean= M.GetMean()
histRMS= M.GetStdDev()
highVal = histMean + 4 * histRMS
lowVal = histMean - 4 * histRMS
highValAx = histMean + 6 * histRMS
lowValAx = histMean - 6 * histRMS
canvas = MakeCanvas("asdf","asdf",800,800)
canvas.Update()
MyGr= TGraph(len(x), x,y)
mfit=TF1("fit", "gaus", lowVal,highVal)
M.Fit(mfit, "R0","")
FitParam=mfit.GetParameters()
# FitParErr=mfit.GetParError()
integral= round(FitParam[1],4)
integral_RMS= round(FitParam[2],4)
integralErr= round(mfit.GetParError(1),4)
integral_RMSErr= round(mfit.GetParError(2),4)
print "iAmp=", iAmp, " integral= ", integral, " integral_RMS=", integral_RMS
M.SetMarkerStyle(22)
M.GetXaxis().SetRangeUser(lowValAx,highValAx)
M.SetTitle(Title+" = "+str(iAmp))
M.Draw("pe")
mfit.Draw("same")
fitInfo =TPaveText(.20,0.7,.60,0.9, "NDC");
fitInfo.SetBorderSize( 0 );
fitInfo.SetFillStyle( 0 );
fitInfo.SetTextAlign( 12 );
fitInfo.SetTextSize ( 0.03 );
fitInfo.SetTextColor( 1 );
fitInfo.SetTextFont ( 62 );
fitInfo.AddText("Mean of Fit=" + str(round(FitParam[1],1)))
fitInfo.AddText("RMS of Fit =" + str(round(FitParam[2],1)))
fitInfo.Draw()
canvas.SaveAs("HistoSingleRun_"+str(iAmp)+"_"+Title+RootName+".pdf")
xIntegral[num]=iAmp
yIntegral[num]=integral
yIntegralErrUp[num]=integral+integralErr
yIntegralErrDown[num]=integral-integralErr
xIntegral_RMS[num]=iAmp
yIntegral_RMS[num]=integral_RMS
yIntegral_RMSErrUp[num]=integral_RMS+integral_RMSErr
yIntegral_RMSErrDown[num]=integral_RMS-integral_RMSErr
xRatio[num]=iAmp
yRatio[num]=integral_RMS/integral
# xIntegral.append(iAmp)
# yIntegral.append(integral)
# xIntegral_RMS.append(iAmp)
# yIntegral_RMS.append(integral_RMS)
Graph_Integral= TGraph(len(xIntegral), xIntegral,yIntegral)
Graph_IntegralErUp= TGraph(len(xIntegral), xIntegral,yIntegralErrUp)
Graph_IntegralErDown= TGraph(len(xIntegral), xIntegral,yIntegralErrDown)
canvas_Integral = MakeCanvas("can1","can1",800,800)
# canvas_Integral.SetLogy()
Graph_Integral.SetTitle("Pulse Integral Stability")
Graph_Integral.SetMarkerStyle(22)
Graph_Integral.SetMarkerColor(3)
Graph_Integral.SetMarkerSize(2)
Graph_Integral.GetXaxis().SetTitle("Day")
Graph_Integral.GetYaxis().SetRangeUser(80000,85000)
Graph_Integral.Draw()
# Graph_IntegralErUp.Draw("same")
# Graph_IntegralErDown.Draw("same")
canvas_Integral.SaveAs("Integral_"+Title+RootName+".pdf")
Graph_Integral_RMS= TGraph(len(xIntegral_RMS), xIntegral_RMS,yIntegral_RMS)
Graph_Integral_RMSErUp= TGraph(len(xIntegral_RMS), xIntegral_RMS,yIntegral_RMSErrUp)
Graph_Integral_RMSErDown= TGraph(len(xIntegral_RMS), xIntegral_RMS,yIntegral_RMSErrDown)
canvas_Integral_RMS = MakeCanvas("can2","can2",800,800)
Graph_Integral_RMS.SetTitle("Pulse Integral RMS vs. Pulse "+Title)
Graph_Integral_RMS.SetMarkerStyle(23)
Graph_Integral_RMS.SetMarkerColor(2)
Graph_Integral_RMS.SetMarkerSize(2)
Graph_Integral.GetXaxis().SetTitle("Day")
Graph_Integral_RMS.Draw()
# Graph_Integral_RMSErUp.Draw("same")
# Graph_Integral_RMSErDown.Draw("same")
canvas_Integral_RMS.SaveAs("Integral_RMS_"+Title+RootName+".pdf")
Graph_Ratio= TGraph(len(xRatio), xRatio,yRatio)
canvas_Ratio = MakeCanvas("can2","can2",800,800)
Graph_Ratio.SetTitle("Ratio of Pulse Integral RMS and Pulse Integral "+Title)
Graph_Ratio.SetMarkerStyle(21)
Graph_Ratio.SetMarkerColor(8)
Graph_Ratio.SetMarkerSize(2)
Graph_Integral.GetXaxis().SetTitle("Day")
Graph_Ratio.Draw()
canvas_Ratio.SaveAs("Ratio_"+Title+RootName+".pdf")
# OutFile=TFile(RootName,"RECREATE")
OutFile.WriteObject(Graph_Integral,"Graph_Integral")
OutFile.WriteObject(Graph_Integral_RMS,"Graph_Integral_RMS")
OutFile.WriteObject(Graph_Ratio,"Graph_Ratio")
OutFile.Close()
def Measure_Integral(AllRuns, Title, RootName, WID):
FNumber = len(AllRuns)
xIntegral = array("d", xrange(0, FNumber))
yIntegral = array("d", xrange(0, FNumber))
yIntegralErrUp = array("d", xrange(0, FNumber))
yIntegralErrDown = array("d", xrange(0, FNumber))
xIntegral_RMS = array("d", xrange(0, FNumber))
yIntegral_RMS = array("d", xrange(0, FNumber))
yIntegral_RMSErrUp = array("d", xrange(0, FNumber))
yIntegral_RMSErrDown = array("d", xrange(0, FNumber))
xRatio = array("d", xrange(0, FNumber))
yRatio = array("d", xrange(0, FNumber))
xSingleEv = array("d", xrange(0, 40))
ySingleEv = array("d", xrange(0, 40))
OutFile = TFile(RootName, "RECREATE")
num = -1
iAmp = 0
for Fname in AllRuns:
num += 1
iAmp += 1
f = open(Fname)
# data = getData(f)
tdc = getTDCValues(f)
M = TH1F(Fname, Fname, 200, 0, 100)
x = array("d", xrange(0, 1001))
y = array("d", xrange(0, 1001))
for event in xrange(0, 995):
pedSum = 0
sigSum = 0
Signal = 0
Pedestal = 0
for BX in xrange(0, 40):
# print "[event][link][BX][linkChannel] = ", event," " ,link," " , BX ," " ,linkChannel, "---->data[event][link][BX][linkChannel]", tdc[event][link][BX][linkChannel]
# print BX
# print event
# print "data=", data[event][link][BX][linkChannel]
# print "TDC=", tdc[event][link][BX][linkChannel]
# print "\n"
# print "@@@@@@@@-------> [event] ", event
tdcValue = tdc[event][link][BX][linkChannel]
# print "@@@@@@@@-------> [event] ", event
if (WID[num] < 10 and BX == 20
and tdc[event][link][BX][linkChannel] != 31.5):
sigSum += tdcValue
if (WID[num] > 10 and BX == 21
and tdc[event][link][BX][linkChannel] != 31.5):
sigSum += tdcValue
# print "[event][link][BX][linkChannel] = ", event," " ,link," " , BX ," " ,linkChannel, "---->data[event][link][BX][linkChannel]", tdc[event][link][BX][linkChannel]
# if BX > 19 and BX < 25: sigSum += adcValue
# if BX > 18 and BX < 26: print "[event][link][BX][linkChannel] = ", event," " ,link," " , BX ," " ,linkChannel, "---->data[event][link][BX][linkChannel]", data[event][link][BX][linkChannel]
# print "---------------------> sigSum= ",sigSum
y[event] = sigSum
M.Fill(y[event])
histMean = M.GetMean()
histRMS = M.GetStdDev()
highVal = histMean + 4 * histRMS
lowVal = histMean - 4 * histRMS
highValAx = histMean + 6 * histRMS
lowValAx = histMean - 6 * histRMS
canvas = MakeCanvas("asdf", "asdf", 800, 800)
canvas.Update()
MyGr = TGraph(len(x), x, y)
mfit = TF1("fit", "gaus", lowVal, highVal)
M.Fit(mfit, "R0", "")
FitParam = mfit.GetParameters()
# FitParErr=mfit.GetParError()
integral = histMean
if FitParam[1] < 1.5 * histMean: integral = round(FitParam[1], 4)
integral_RMS = histRMS
if round(FitParam[2], 4) < 2 * histRMS:
integral_RMS = round(FitParam[2], 4)
integralErr = round(mfit.GetParError(1), 4)
integral_RMSErr = round(mfit.GetParError(2), 4)
print "iAmp=", iAmp, " integral= ", integral, " integral_RMS=", integral_RMS
M.SetMarkerStyle(22)
M.GetXaxis().SetRangeUser(lowValAx, highValAx)
# M.GetXaxis().SetRangeUser(lowValAx,highValAx)
M.SetTitle(Title + " = " + str(iAmp))
M.Draw("pe")
mfit.Draw("same")
fitInfo = TPaveText(.20, 0.7, .60, 0.9, "NDC")
fitInfo.SetBorderSize(0)
fitInfo.SetFillStyle(0)
fitInfo.SetTextAlign(12)
fitInfo.SetTextSize(0.03)
fitInfo.SetTextColor(1)
fitInfo.SetTextFont(62)
fitInfo.AddText("Mean of Fit=" + str(round(FitParam[1], 1)))
fitInfo.AddText("RMS of Fit =" + str(round(FitParam[2], 1)))
fitInfo.Draw()
canvas.SaveAs("HistoSingleRun_" + str(iAmp) + "_" + Title + "_TDC.pdf")
XVAL = iAmp
xIntegral[num] = XVAL
yIntegral[num] = integral
yIntegralErrUp[num] = integral + integralErr
yIntegralErrDown[num] = integral - integralErr
xIntegral_RMS[num] = XVAL
yIntegral_RMS[num] = integral_RMS
yIntegral_RMSErrUp[num] = integral_RMS + integral_RMSErr
yIntegral_RMSErrDown[num] = integral_RMS - integral_RMSErr
print "iAmp, integral= ", iAmp, " ", integral, " XVAL= ", XVAL
xRatio[num] = XVAL
yRatio[num] = integral_RMS / integral
# xIntegral.append(iAmp)
# yIntegral.append(integral)
# xIntegral_RMS.append(iAmp)
# yIntegral_RMS.append(integral_RMS)
Graph_Integral = TGraph(len(xIntegral), xIntegral, yIntegral)
Graph_IntegralErUp = TGraph(len(xIntegral), xIntegral, yIntegralErrUp)
Graph_IntegralErDown = TGraph(len(xIntegral), xIntegral, yIntegralErrDown)
canvas_Integral = MakeCanvas("can1", "can1", 800, 800)
# canvas_Integral.SetLogy()
Graph_Integral.SetTitle("TDC Stability")
Graph_Integral.SetMarkerStyle(22)
Graph_Integral.SetMarkerColor(3)
Graph_Integral.SetMarkerSize(2)
Graph_Integral.GetXaxis().SetTitle("Day")
Graph_Integral.GetYaxis().SetRangeUser(0, 40)
print "%%%%%%%% Graph_Integral.GetMaximum()= ", TMath.MaxElement(
len(xIntegral_RMS), Graph_Integral.GetY())
# Graph_Integral.SetMaximum(1.5)
Graph_Integral.Draw()
# Graph_IntegralErUp.Draw("same")
# Graph_IntegralErDown.Draw("same")
canvas_Integral.SaveAs("Integral_" + Title + "_TDC.pdf")
Graph_Integral_RMS = TGraph(len(xIntegral_RMS), xIntegral_RMS,
yIntegral_RMS)
Graph_Integral_RMSErUp = TGraph(len(xIntegral_RMS), xIntegral_RMS,
yIntegral_RMSErrUp)
Graph_Integral_RMSErDown = TGraph(len(xIntegral_RMS), xIntegral_RMS,
yIntegral_RMSErrDown)
canvas_Integral_RMS = MakeCanvas("can2", "can2", 800, 800)
Graph_Integral_RMS.SetTitle("TDC RMS vs. Pulse " + Title)
Graph_Integral_RMS.SetMarkerStyle(23)
Graph_Integral_RMS.SetMarkerColor(2)
Graph_Integral_RMS.SetMarkerSize(2)
Graph_Integral_RMS.GetXaxis().SetTitle("Day")
Graph_Integral_RMS.GetYaxis().SetRangeUser(
TMath.MinElement(len(xIntegral_RMS), Graph_Integral_RMS.GetY()) / 2,
TMath.MaxElement(len(xIntegral_RMS), Graph_Integral_RMS.GetY()) * 1.5)
Graph_Integral_RMS.Draw()
# Graph_Integral_RMSErUp.Draw("same")
# Graph_Integral_RMSErDown.Draw("same")
canvas_Integral_RMS.SaveAs("Integral_RMS_" + Title + "_TDC.pdf")
Graph_Ratio = TGraph(len(xRatio), xRatio, yRatio)
canvas_Ratio = MakeCanvas("can2", "can2", 800, 800)
Graph_Ratio.SetTitle("Ratio of TDC RMS and TDC " + Title)
Graph_Ratio.SetMarkerStyle(21)
Graph_Ratio.SetMarkerColor(4)
Graph_Ratio.SetMarkerSize(2)
Graph_Ratio.GetXaxis().SetTitle("Day")
Graph_Ratio.GetYaxis().SetRangeUser(
TMath.MinElement(len(xIntegral_RMS), Graph_Ratio.GetY()) / 2,
TMath.MaxElement(len(xIntegral_RMS), Graph_Ratio.GetY()) * 1.5)
Graph_Ratio.Draw()
canvas_Ratio.SaveAs("Ratio_" + Title + "_TDC.pdf")
OutFile = TFile(RootName, "RECREATE")
OutFile.WriteObject(Graph_Integral, "Graph_Integral")
OutFile.WriteObject(Graph_Integral_RMS, "Graph_Integral_RMS")
OutFile.WriteObject(Graph_Ratio, "Graph_Ratio")
OutFile.Close()
def Measure_Integral(Fname1, Fname2, Title, XaxisT, low, high, freq, RootName):
FNumber = int((high - low) / freq)
print "************* -> initiating The ", Fname1, " and number of files exist= ", FNumber
# xIntegral=[]
# yIntegral=[]
# xIntegral_RMS=[]
# yIntegral_RMS=[]
# LINK=[15]
LINK = [15, 16, 17, 18, 19.20]
# LINKkChannel=[0,1,2,3,4,5]
LINKkChannel = [4]
for linkChannel in LINKkChannel:
for link in LINK:
xIntegral = array("d", xrange(0, FNumber))
yIntegral = array("d", xrange(0, FNumber))
yIntegralErrUp = array("d", xrange(0, FNumber))
yIntegralErrDown = array("d", xrange(0, FNumber))
xIntegral_RMS = array("d", xrange(0, FNumber))
yIntegral_RMS = array("d", xrange(0, FNumber))
yIntegral_RMSErrUp = array("d", xrange(0, FNumber))
yIntegral_RMSErrDown = array("d", xrange(0, FNumber))
xRatio = array("d", xrange(0, FNumber))
yRatio = array("d", xrange(0, FNumber))
num = -1
for iAmp in range(low, high, freq):
num += 1
Fname = Fname1 + str(iAmp) + Fname2
print "************* -> initiating The ", Fname, " and number of files exist= ", FNumber
print "--------------------> Now is doing .... ", low, " ____ ", Fname
f = open(Fname)
# data = getData(f)
tdc = getTDCValues(f)
M = TH1F(Fname, Fname, 200, 0, 100)
x = array("d", xrange(0, 1001))
y = array("d", xrange(0, 1001))
for event in xrange(0, 995):
tdcValue = 0
for BX in xrange(0, 40):
if (iAmp <= 10 and BX == 20
and tdc[event][link][BX][linkChannel] != 31.5):
tdcValue = tdc[event][link][BX][linkChannel]
if (iAmp > 10 and BX == 21
and tdc[event][link][BX][linkChannel] != 31.5):
tdcValue = tdc[event][link][BX][linkChannel]
y[event] = tdcValue
M.Fill(y[event])
histMean = M.GetMean()
histRMS = M.GetStdDev()
highVal = histMean + 4 * histRMS
lowVal = histMean - 4 * histRMS
highValAx = histMean + 6 * histRMS
lowValAx = histMean - 6 * histRMS
canvas = MakeCanvas("can", "can", 800, 800)
canvas.Update()
MyGr = TGraph(len(x), x, y)
mfit = TF1("fit", "gaus", lowVal, highVal)
M.Fit(mfit, "R0", "")
FitParam = mfit.GetParameters()
# FitParErr=mfit.GetParError()
integral = histMean
if FitParam[1] < 1.5 * histMean:
integral = round(FitParam[1], 4)
integral_RMS = histRMS
if round(FitParam[2], 4) < 2 * histRMS:
integral_RMS = round(FitParam[2], 4)
integralErr = round(mfit.GetParError(1), 4)
integral_RMSErr = round(mfit.GetParError(2), 4)
print "iAmp=", iAmp, " integral= ", integral, " integral_RMS=", integral_RMS
M.SetMarkerStyle(22)
M.GetXaxis().SetRangeUser(0, 30)
M.SetTitle("TDC v.s. Delay Setting (ns)")
M.Draw("pe")
mfit.Draw("same")
fitInfo = TPaveText(.20, 0.7, .60, 0.9, "NDC")
fitInfo.SetBorderSize(0)
fitInfo.SetFillStyle(0)
fitInfo.SetTextAlign(12)
fitInfo.SetTextSize(0.03)
fitInfo.SetTextColor(1)
fitInfo.SetTextFont(62)
fitInfo.AddText("Mean of Fit=" + str(round(FitParam[1], 1)))
fitInfo.AddText("RMS of Fit =" + str(round(FitParam[2], 1)))
fitInfo.AddText("Delay Setting =" + str(iAmp))
fitInfo.AddText("link =" + str(link) + " channel=" +
str(linkChannel))
fitInfo.Draw()
canvas.SaveAs("outHistoSingleRun_" + RootName + str(iAmp) +
"_link" + str(link) + "_ch_" + str(linkChannel) +
".pdf")
XVAL = low + num * freq
xIntegral[num] = XVAL
yIntegral[num] = integral
yIntegralErrUp[num] = integral + integralErr
yIntegralErrDown[num] = integral - integralErr
xIntegral_RMS[num] = XVAL
yIntegral_RMS[num] = integral_RMS
yIntegral_RMSErrUp[num] = integral_RMS + integral_RMSErr
yIntegral_RMSErrDown[num] = integral_RMS - integral_RMSErr
print "iAmp, integral= ", iAmp, " ", integral, " XVAL= ", XVAL
# xRatio[num]=XVAL
# yRatio[num]=integral_RMS/integral
# xIntegral.append(iAmp)
# yIntegral.append(integral)
# xIntegral_RMS.append(iAmp)
# yIntegral_RMS.append(integral_RMS)
Graph_TDC = TGraph(len(xIntegral), xIntegral, yIntegral)
Graph_TDCErUp = TGraph(len(xIntegral), xIntegral, yIntegralErrUp)
Graph_TDCErDown = TGraph(len(xIntegral), xIntegral,
yIntegralErrDown)
canvas_TDC = MakeCanvas("can1", "can1", 800, 800)
Graph_TDC.SetTitle("")
Graph_TDC.SetMarkerStyle(22)
Graph_TDC.SetMarkerColor(3)
Graph_TDC.SetMarkerSize(2)
Graph_TDC.GetXaxis().SetTitle(XaxisT)
Graph_TDC.GetYaxis().SetRangeUser(0, 30)
Graph_TDC.GetYaxis().SetTitle("TDC [ns]")
Graph_TDC.Draw()
Graph_TDCErUp.Draw("same")
Graph_TDCErDown.Draw("same")
canvas_TDC.SaveAs("outHisto_" + RootName + "_link" + str(link) +
"_ch_" + str(linkChannel) + ".pdf")
Graph_TDC_RMS = TGraph(len(xIntegral_RMS), xIntegral_RMS,
yIntegral_RMS)
Graph_TDC_RMSErUp = TGraph(len(xIntegral_RMS), xIntegral_RMS,
yIntegral_RMSErrUp)
Graph_TDC_RMSErDown = TGraph(len(xIntegral_RMS), xIntegral_RMS,
yIntegral_RMSErrDown)
canvas_TDC_RMS = MakeCanvas("can2", "can2", 800, 800)
Graph_TDC_RMS.SetTitle("TDC RMS vs. Pulse " + Title)
Graph_TDC_RMS.SetMarkerStyle(23)
Graph_TDC_RMS.SetMarkerColor(2)
Graph_TDC_RMS.SetMarkerSize(2)
Graph_TDC_RMS.GetXaxis().SetTitle(XaxisT)
Graph_TDC_RMS.GetYaxis().SetRangeUser(0, 2)
Graph_TDC_RMS.Draw()
Graph_TDC_RMSErUp.Draw("same")
Graph_TDC_RMSErDown.Draw("same")
canvas_TDC_RMS.SaveAs("outHistoRMS_" + RootName + "_link" +
str(link) + "_ch_" + str(linkChannel) +
".pdf")
OutFile = TFile(
"outFile_" + RootName + "_link" + str(link) + "_ch_" +
str(linkChannel) + ".root", "RECREATE")
OutFile.WriteObject(Graph_TDC, "Graph_TDC")
OutFile.WriteObject(Graph_TDC_RMS, "Graph_TDC_RMS")
OutFile.Close()
