def writeOutput(self):
rootFile = radmonLumiFilePattern.replace('__XXX__', str(self.fill))
try:
fout = TFile(rootFile,'RECREATE')
except IOError:
print "Cannot open file for output", rootFile
exit
t = TTree('t', 'Combined Lumi and Radmon data')
fillData = FillData()
lumiData = LumiData()
radmonData = RadmonData()
t.Branch('fillBranch', fillData, 'fill/I:fillStart/I:fillStable/I:fillEnd/I:durationStable/I:run/I:lsNo/I:tstamp/I:msecs/I:bunchSpacing/I')
t.Branch('fillBranchD', AddressOf(fillData, 'bField'), 'bField/D:beamEnergy/D')
t.Branch('lumiBranch', lumiData, 'bestLumi/D:bestLumiErr/D:hfLumi/D:hfLumiErr/D:pltLumi/D:pltLumiErr/D:pltZeroLumi/D:pltZeroLumiErr/D:bcmfLumi/D:bcmfLumiErr/D')
t.Branch('radmonBranch', radmonData, 'rates[16]/D:ratesErr[16]/D')
href = self.pbest # Reference histogram
#self.pbcmf.Draw()
#raw_input("Press enter to continue")
print "Starting filling tree, file ", radmonLumiFilePattern.replace('__XXX__', str(self.fill))
for i in range(len(self.xx) - 1):
fillData.fill = self.fillDataList[i].fill
fillData.fillStart = self.fillDataList[i].fillStart
fillData.fillStable = self.fillDataList[i].fillStable
fillData.fillEnd = self.fillDataList[i].fillEnd
fillData.durationStable = self.fillDataList[i].durationStable
fillData.run = self.fillDataList[i].run
fillData.lsNo = self.fillDataList[i].lsNo
fillData.bunchSpacing = self.fillDataList[i].bunchSpacing
fillData.bField = self.fillDataList[i].bField
fillData.beamEnergy = self.fillDataList[i].beamEnergy
fillData.tstamp = int(href.GetXaxis().GetBinCenter(i))
fillData.msecs = int(href.GetXaxis().GetBinCenter(i) - fillData.tstamp)
lumiData.bestLumi = self.pbest.GetBinContent(i)
lumiData.bestLumiErr = self.pbest.GetBinError(i)
lumiData.hfLumi = self.phf.GetBinContent(i)
lumiData.hfLumiErr = self.phf.GetBinError(i)
lumiData.pltLumi = self.pplt.GetBinContent(i)
lumiData.pltLumiErr = self.pplt.GetBinError(i)
lumiData.pltZeroLumi = self.ppltZero.GetBinContent(i)
lumiData.pltZeroLumiErr = self.ppltZero.GetBinError(i)
lumiData.bcmfLumi = self.pbcmf.GetBinContent(i)
lumiData.bcmfLumiErr = self.pbcmf.GetBinError(i)
for j in range(len(self.pradmon)):
radmonData.rates[j] = self.pradmon[j].GetBinContent(i)
radmonData.ratesErr[j] = self.pradmon[j].GetBinError(i)
t.Fill()
print "Writing", rootFile
fout.Write()
fout.Close()
del fout
def radmon2fill():
#Get fills already processed
filesDone = glob.glob(radmonFillPattern)
(toReplace, dummy) = radmonFillPattern.split('.')
print filesDone
fillsDone = []
for file in filesDone:
name, ext = file.split('.')
fillsDone.append(int(name.replace(toReplace[0:-1], "")))
if len(fillsDone) > 0:
print "Fills already done", fillsDone
fillReport = FillReport(fillReportName)
#Start/End of each fill in fillReport
fillStarted = fillReport.getFillCreationTime()
fillDumped = fillReport.getFillEndTime()
for fill in sorted(fillStarted.keys()):
if int(fill) in fillsDone:
print "Fill", fill, "is already processed. Skipping..."
continue
print "Processing fill", fill, "........."
fillData = FillData()
radmonData = RadmonData()
#runningSums = RunningSums()
#rsumsList = []
for i in range(0, 16):
#rsumsList.insert(i, [0.]*1800)
radmonData.rates[i] = 0.
radmonData.status[i] = 0.
#Output
rootFile = radmonFillPattern.replace("*", str(fill))
try:
fout = TFile(rootFile,'RECREATE')
except IOError:
print "Cannot open file for output", rootFile
exit
t = TTree('t', 'Radmon rates')
t.Branch('fillBranchI', fillData, 'fill/I:fillStart/I:fillStable/I:fillEnd/I:durationStable/I')
t.Branch('fillBranchD', AddressOf(fillData, 'bField'), 'bField/D:beamEnergy/D')
t.Branch('radmonBranchI', radmonData, 'tstamp/I:status[16]/I')
t.Branch('radmonBranchD', AddressOf(radmonData, 'rates'), 'rates[16]/D')
#t.Branch('radmonSums', runningSums, 'rsums[28800]/D')
tsStart = fillStarted[fill]
tsEnd = fillDumped[fill]
tsStable = fillReport.getFillStableTime(int(fill))
duration = fillReport.getFillDuration(int(fill))
bField = fillReport.getFillField(int(fill))
beamEnergy = fillReport.getFillBeamEnergy(int(fill))
fromto = [tsStart-hrs*3600, tsEnd+hrs*3600]
filelist = get_filelist(RadmonDataDir, radmonFilePattern, fromto)
print "Files used:"
chain = TChain("Rate")
for file in filelist:
print file
chain.Add(file)
fillData.fillStart = tsStart
fillData.fillStable = tsStable
fillData.fillEnd = tsEnd
fillData.durationStable = duration
fillData.bField = bField
fillData.beamEnergy = beamEnergy
for i in range(chain.GetEntries()):
chain.GetEntry(i)
#if tsStart - chain.tstamp < 1800:
if chain.tstamp > tsStart and chain.tstamp < tsEnd:
radmonData.tstamp = chain.tstamp
for j in range(0, 16):
#rsumsList[j].append(chain.rates[j])
#rsumsList[j].pop(0)
radmonData.rates[j] = chain.rates[j]
radmonData.status[j] = chain.status[j]
#runningSums.rsums = np.asarray(rsumsList).ravel()
#nparray = np.asarray(rsumsList).ravel()
#for j in range(0, 16*1800):
#runningSums.rsums[j] = nparray[j]
#nump2d = np.reshape(nump, (-1,1800)) (To get back to 2D)
#if chain.tstamp > tsStable - deltaMinutes*60 and chain.tstamp < tsEnd + deltaMinutes*60:
t.Fill()
fout.Write()
fout.Close()
del chain
del fillData
del radmonData
#del runningSums
del t
del fout
def radmon2fill():
#Get fills already processed
filesDone = glob.glob(radmonFillPattern)
(toReplace, dummy) = radmonFillPattern.split('.')
print filesDone
fillsDone = []
for file in filesDone:
name, ext = file.split('.')
fillsDone.append(int(name.replace(toReplace[0:-1], "")))
if len(fillsDone) > 0:
print "Fills already done", fillsDone
fillReport = FillReport(fillReportName)
#Start/End of each fill in fillReport
fillStarted = fillReport.getFillCreationTime()
fillDumped = fillReport.getFillEndTime()
for fill in sorted(fillStarted.keys()):
if int(fill) in fillsDone:
print "Fill", fill, "is already processed. Skipping..."
continue
print "Processing fill", fill, "........."
fillData = FillData()
radmonData = RadmonData()
#runningSums = RunningSums()
#rsumsList = []
for i in range(0, 16):
#rsumsList.insert(i, [0.]*1800)
radmonData.rates[i] = 0.
radmonData.status[i] = 0.
#Output
rootFile = radmonFillPattern.replace("*", str(fill))
try:
fout = TFile(rootFile, 'RECREATE')
except IOError:
print "Cannot open file for output", rootFile
exit
t = TTree('t', 'Radmon rates')
t.Branch('fillBranchI', fillData,
'fill/I:fillStart/I:fillStable/I:fillEnd/I:durationStable/I')
t.Branch('fillBranchD', AddressOf(fillData, 'bField'),
'bField/D:beamEnergy/D')
t.Branch('radmonBranchI', radmonData, 'tstamp/I:status[16]/I')
t.Branch('radmonBranchD', AddressOf(radmonData, 'rates'),
'rates[16]/D')
#t.Branch('radmonSums', runningSums, 'rsums[28800]/D')
tsStart = fillStarted[fill]
tsEnd = fillDumped[fill]
tsStable = fillReport.getFillStableTime(int(fill))
duration = fillReport.getFillDuration(int(fill))
bField = fillReport.getFillField(int(fill))
beamEnergy = fillReport.getFillBeamEnergy(int(fill))
fromto = [tsStart - hrs * 3600, tsEnd + hrs * 3600]
filelist = get_filelist(RadmonDataDir, radmonFilePattern, fromto)
print "Files used:"
chain = TChain("Rate")
for file in filelist:
print file
chain.Add(file)
fillData.fillStart = tsStart
fillData.fillStable = tsStable
fillData.fillEnd = tsEnd
fillData.durationStable = duration
fillData.bField = bField
fillData.beamEnergy = beamEnergy
for i in range(chain.GetEntries()):
chain.GetEntry(i)
#if tsStart - chain.tstamp < 1800:
if chain.tstamp > tsStart and chain.tstamp < tsEnd:
radmonData.tstamp = chain.tstamp
for j in range(0, 16):
#rsumsList[j].append(chain.rates[j])
#rsumsList[j].pop(0)
radmonData.rates[j] = chain.rates[j]
radmonData.status[j] = chain.status[j]
#runningSums.rsums = np.asarray(rsumsList).ravel()
#nparray = np.asarray(rsumsList).ravel()
#for j in range(0, 16*1800):
#runningSums.rsums[j] = nparray[j]
#nump2d = np.reshape(nump, (-1,1800)) (To get back to 2D)
#if chain.tstamp > tsStable - deltaMinutes*60 and chain.tstamp < tsEnd + deltaMinutes*60:
t.Fill()
fout.Write()
fout.Close()
del chain
del fillData
del radmonData
#del runningSums
del t
del fout
def addRunningSum():
for fill in fills:
inputFile = inputPattern.replace('__XXX__', str(fill))
try:
fin = ROOT.TFile(inputFile,'READ')
print "Processing fill", fill
except IOError:
print "Cannot open file", inputFile
continue
inputTree = fin.Get('t')
outfile = outputPattern.replace('__XXX__', str(fill))
try:
fout = ROOT.TFile(outfile,'RECREATE')
except IOError:
print "Cannot open file for output", outfile
continue
#Output tree
fillData = FillData()
radmonData = RadmonData()
t = ROOT.TTree('t', "Radmon rates + runnning sums ")
t.Branch('fillBranchI', fillData, 'fill/I:fillStart/I:fillColl/I:fillStable/I:fillEnd/I:durationStable/I')
t.Branch('fillBranchD', ROOT.AddressOf(fillData, 'bField'), 'bField/D:beamEnergy/D')
t.Branch('radmonBranchI', radmonData, 'tstamp/I:status[16]/I')
t.Branch('radmonRates', ROOT.AddressOf(radmonData, 'rates'), 'rates[16]/D:rsums15[16]/D:rsums30[16]/D:rsums60[16]/D')
rsums15 = [0.]*16
rsumsPrev15 = [0.]*16
rsums30 = [0.]*16
rsumsPrev30 = [0.]*16
rsums60 = [0.]*16
rsumsPrev60 = [0.]*16
# First pass is to find beginning of the collisions
tsColl = -100000
for i in range(0, inputTree.GetEntries()):
nb = inputTree.GetEntry(i)
if nb < 0:
continue
if inputTree.rates[refIndx] > rateCut:
tsColl = inputTree.tstamp
break
for i in range(0, inputTree.GetEntries()):
nb = inputTree.GetEntry(i)
if nb < 0:
continue
#Copy data to a new tree
fillData.fill = inputTree.fill
fillData.fillStart = inputTree.fillStart
fillData.fillColl = tsColl
fillData.fillStable = inputTree.fillStable
fillData.fillEnd = inputTree.fillEnd
fillData.durationStable = inputTree.durationStable
fillData.bField = inputTree.bField
fillData.beamEnergy = inputTree.beamEnergy
radmonData.tstamp = inputTree.tstamp
for j in range(0, 16):
radmonData.status[j] = inputTree.status[j]
radmonData.rates[j] = inputTree.rates[j]
#Running sums (c) AK
# 15 minutes
if i+1 < 15*60:
rsums15[j] += inputTree.rates[j]
radmonData.rsums15[j] = rsums15[j]
rsumsPrev15[j] = rsums15[j]
else:
rsums15[j] = ((15*60 - 1)*rsumsPrev15[j] + inputTree.rates[j])/15/60
radmonData.rsums15[j] = rsums15[j]
rsumsPrev15[j] = rsums15[j]
# 30 minutes
if i+1 < 30*60:
rsums30[j] += inputTree.rates[j]
radmonData.rsums30[j] = rsums30[j]
rsumsPrev30[j] = rsums30[j]
else:
rsums30[j] = ((30*60 - 1)*rsumsPrev30[j] + inputTree.rates[j])/30/60
radmonData.rsums30[j] = rsums30[j]
rsumsPrev30[j] = rsums30[j]
# 60 minutes
if i+1 < 60*60:
rsums60[j] += inputTree.rates[j]
radmonData.rsums60[j] = rsums60[j]
rsumsPrev60[j] = rsums60[j]
else:
rsums60[j] = ((60*60 - 1)*rsumsPrev60[j] + inputTree.rates[j])/60/60
radmonData.rsums60[j] = rsums60[j]
rsumsPrev60[j] = rsums60[j]
t.Fill()
fout.Write()
fout.Close()
del fillData
del radmonData
del t
del fout
del inputTree
del inputFile
def setupRanges(self):
"""
read file with lumi data
setup low edges of histograms corresponding to the beginning of lumisections
fill array of fill data (fill, ls, run) corresponding to the given bin
"""
lsection = -1
fillData = FillData()
fillReport = FillReport(fillReportName)
#Start/End/Stable
tsStart = fillReport.getFillCreationTime(self.fill)
tsEnd = fillReport.getFillEndTime(self.fill)
tsStable = fillReport.getFillStableTime(self.fill)
duration = fillReport.getFillDuration(self.fill)
bField = fillReport.getFillField(self.fill)
beamEnergy = fillReport.getFillBeamEnergy(self.fill)
#Time range to look for radmon files
self.fromto[0] = tsStart
self.fromto[1] = tsEnd
f = TFile(lumiFilePattern.replace('__XXX__', str(self.fill)))
tree = f.Get("t")
for i in range(0, tree.GetEntries()) :
nb = tree.GetEntry(i)
if nb < 0:
continue
#Y range for histograms
if tree.bestLumi > self.yMax:
self.yMax = tree.bestLumi
if tree.bestLumi < self.yMin:
self.yMin = tree.bestLumi
#Low edges for histos (start of LS)
if tree.lsNo != lsection:
self.xx.append(tree.lsStart + tree.lsStartMs/1000000.)
lsection = tree.lsNo
# New lumisection - Add fill data
fillData.fill = tree.fill
fillData.fillStart = tsStart
fillData.fillStable = tsStable
fillData.fillEnd = tsEnd
fillData.durationStable = duration
fillData.bField = bField
fillData.beamEnergy = beamEnergy
fillData.bunchSpacing = tree.bunchSpacing
fillData.run = tree.run
fillData.lsNo = tree.lsNo
self.fillDataList.append(fillData)
print "Done setting up ranges for fill", self.fill, "\tNo of bins", len(self.xx) -1
del tree
del f
del fillReport
return len(self.xx) -1
def writeOutput(self):
rootFile = radmonLumiFilePattern.replace('__XXX__', str(self.fill))
try:
fout = TFile(rootFile, 'RECREATE')
except IOError:
print "Cannot open file for output", rootFile
exit
t = TTree('t', 'Combined Lumi and Radmon data')
fillData = FillData()
lumiData = LumiData()
radmonData = RadmonData()
t.Branch(
'fillBranch', fillData,
'fill/I:fillStart/I:fillStable/I:fillEnd/I:durationStable/I:run/I:lsNo/I:tstamp/I:msecs/I:bunchSpacing/I'
)
t.Branch('fillBranchD', AddressOf(fillData, 'bField'),
'bField/D:beamEnergy/D')
t.Branch(
'lumiBranch', lumiData,
'bestLumi/D:bestLumiErr/D:hfLumi/D:hfLumiErr/D:pltLumi/D:pltLumiErr/D:pltZeroLumi/D:pltZeroLumiErr/D:bcmfLumi/D:bcmfLumiErr/D'
)
t.Branch('radmonBranch', radmonData, 'rates[16]/D:ratesErr[16]/D')
href = self.pbest # Reference histogram
#self.pbcmf.Draw()
#raw_input("Press enter to continue")
print "Starting filling tree, file ", radmonLumiFilePattern.replace(
'__XXX__', str(self.fill))
for i in range(len(self.xx) - 1):
fillData.fill = self.fillDataList[i].fill
fillData.fillStart = self.fillDataList[i].fillStart
fillData.fillStable = self.fillDataList[i].fillStable
fillData.fillEnd = self.fillDataList[i].fillEnd
fillData.durationStable = self.fillDataList[i].durationStable
fillData.run = self.fillDataList[i].run
fillData.lsNo = self.fillDataList[i].lsNo
fillData.bunchSpacing = self.fillDataList[i].bunchSpacing
fillData.bField = self.fillDataList[i].bField
fillData.beamEnergy = self.fillDataList[i].beamEnergy
fillData.tstamp = int(href.GetXaxis().GetBinCenter(i))
fillData.msecs = int(href.GetXaxis().GetBinCenter(i) -
fillData.tstamp)
lumiData.bestLumi = self.pbest.GetBinContent(i)
lumiData.bestLumiErr = self.pbest.GetBinError(i)
lumiData.hfLumi = self.phf.GetBinContent(i)
lumiData.hfLumiErr = self.phf.GetBinError(i)
lumiData.pltLumi = self.pplt.GetBinContent(i)
lumiData.pltLumiErr = self.pplt.GetBinError(i)
lumiData.pltZeroLumi = self.ppltZero.GetBinContent(i)
lumiData.pltZeroLumiErr = self.ppltZero.GetBinError(i)
lumiData.bcmfLumi = self.pbcmf.GetBinContent(i)
lumiData.bcmfLumiErr = self.pbcmf.GetBinError(i)
for j in range(len(self.pradmon)):
radmonData.rates[j] = self.pradmon[j].GetBinContent(i)
radmonData.ratesErr[j] = self.pradmon[j].GetBinError(i)
t.Fill()
print "Writing", rootFile
fout.Write()
fout.Close()
del fout
def setupRanges(self):
"""
read file with lumi data
setup low edges of histograms corresponding to the beginning of lumisections
fill array of fill data (fill, ls, run) corresponding to the given bin
"""
lsection = -1
fillData = FillData()
fillReport = FillReport(fillReportName)
#Start/End/Stable
tsStart = fillReport.getFillCreationTime(self.fill)
tsEnd = fillReport.getFillEndTime(self.fill)
tsStable = fillReport.getFillStableTime(self.fill)
duration = fillReport.getFillDuration(self.fill)
bField = fillReport.getFillField(self.fill)
beamEnergy = fillReport.getFillBeamEnergy(self.fill)
#Time range to look for radmon files
self.fromto[0] = tsStart
self.fromto[1] = tsEnd
f = TFile(lumiFilePattern.replace('__XXX__', str(self.fill)))
tree = f.Get("t")
for i in range(0, tree.GetEntries()):
nb = tree.GetEntry(i)
if nb < 0:
continue
#Y range for histograms
if tree.bestLumi > self.yMax:
self.yMax = tree.bestLumi
if tree.bestLumi < self.yMin:
self.yMin = tree.bestLumi
#Low edges for histos (start of LS)
if tree.lsNo != lsection:
self.xx.append(tree.lsStart + tree.lsStartMs / 1000000.)
lsection = tree.lsNo
# New lumisection - Add fill data
fillData.fill = tree.fill
fillData.fillStart = tsStart
fillData.fillStable = tsStable
fillData.fillEnd = tsEnd
fillData.durationStable = duration
fillData.bField = bField
fillData.beamEnergy = beamEnergy
fillData.bunchSpacing = tree.bunchSpacing
fillData.run = tree.run
fillData.lsNo = tree.lsNo
self.fillDataList.append(fillData)
print "Done setting up ranges for fill", self.fill, "\tNo of bins", len(
self.xx) - 1
del tree
del f
del fillReport
return len(self.xx) - 1
