class MuHistMaker:
def __init__(self):
# Control output level
self.verbose = True
# Luminosity Channel
self.lumiChan = 103 # Lucid_HitOR
# self.lumiChan = 201 # BCM Event OR
# self.lumiChan = 102 # Lucid Event OR
# self.lumiChan = 0 # Use preferred (doesn't work?)
# Stable only
self.stableOnly = True
# Ready only
self.readyOnly = True
# Apply deadtime
self.deadtime = False
# List of (integer) run numbers specified on the command line
self.runList = []
# Dict of (lblo, lbhi) pairs giving extent of StableBeams
self.stableDict = dict()
# Dict of (lblo, lbhi) pairs giving extent of ATLAS Ready
self.readyDict = dict()
# Utlity routine for handling COOL connections
self.dbHandler = LumiDBHandler()
# Data readers
self.maskReader = None
self.lumiReader = None
self.caliReader = None
self.lblbReader = None
self.lhcReader = None
self.trigReader = None
self.bgReader = None
self.rdyReader = None
# Object which stores the luminosity calibration
self.caliObj = LumiCalib()
# Object which stores the BCID information
self.maskObj = BCIDMask()
# Object to store the bunch group definition
self.bgObj = BunchGroup()
# Histogram parameters
self.nbins = 500
self.mulo = 0.
self.muhi = 50.
# Explicitly clean up our DB connections
def __del__(self):
self.dbHandler.closeAllDB()
# Called in command-line mode
def execute(self):
# Handle command-line switches
self.parseOpts()
# Process each run in self.runList
for run in self.runList:
# Load all data from COOL
self.loadBCIDData(run)
# Skip if run doesn't exist
if len(self.lblbReader.data) == 0: continue
# Find stable beams, output goes to self.stableTime
self.findStable()
# Find ATLAS ready
self.findReady()
# Skip if no stable beams
if self.stableOnly and len(self.stableTime) == 0:
continue
# Skip of no ATLAS ready
if self.readyOnly and len(self.readyTime) == 0:
continue
# Open new output file
filename = 'run%d_mu.root' % run
rootfile = TFile(filename, 'recreate')
# Precompute deadtime into dictionary
if self.deadtime:
self.findDeadtime()
if self.readyOnly:
htitle = 'readyMuDist'
elif self.stableOnly:
htitle = 'stableMuDist'
else:
htitle = 'allMuDist'
hall = TH1D(htitle, htitle, self.nbins, self.mulo, self.muhi)
delivered = 0.
recorded = 0.
average = 0.
navg = 0
# Loop over lumi blocks and calibrate
for obj in self.lumiReader.data:
startTime = obj.since()
endTime = obj.until()
runlb = obj.payload()['RunLB']
run = runlb >> 32
lb = runlb & 0xFFFFFFFF
valid = obj.payload()['Valid'] & 0x3FF
dtime = (endTime-startTime)/1E9
if self.verbose:
print 'Run %d LB %d ' % (run, lb),
# Check whether this is in stable beams
if self.stableOnly:
isStable = False
for stable in self.stableTime:
if not stable[0] <= startTime < stable[1]: continue
isStable = True
break
if not isStable: continue
if self.verbose:
print 'stable ',
# Check whether this is in ATLAS ready
if self.readyOnly:
isReady = False
for ready in self.readyTime:
if not ready[0] <= runlb < ready[1]: continue
isReady = True
break
if not isReady:
if self.verbose: print
continue
if self.verbose:
print 'ready',
if run == 189610 and lb < 310:
if self.verbose: print ' - skipped'
continue
# Global timing shift
if run == 201494 and lb > 220 and lb < 241:
if self.verbose: print ' - skipped'
continue
if self.verbose:
print
# Make sure lumi data is valid
#if valid != 0:
# print 'Invalid data %d found in Run %d LB %d!' % (valid, run, lb)
# continue
# These all change slowly, so checking them every run/lb is OK
# Make sure calibration is valid
if not self.updateCalibration(startTime):
print 'Error finding calibration for Run %d LB %d!' % (run, lb)
continue
# Make sure BCID mask is valid
if not self.updateBCIDMask(startTime):
print "Couldn't find valid BCID mask data for Run %d LB %d!" % (run, lb)
continue
# Make sure bunch group is valid (keyed by run/lb)
if not self.updateBunchGroup(runlb):
print "Couldn't find valid Bunch Group definition for Run %d LB %d!" % (run, lb)
continue
# Now we want to start extracting bunch-by-bunch information
# Get raw lumi
normValue = obj.payload()['AverageRawInstLum']
blobValue = obj.payload()['BunchRawInstLum']
bcidVec, rawLumi = unpackBCIDValues(blobValue, self.maskObj.coll, normValue)
bcidavg = 0.
nbcid = 0
h = TH1D(str(lb), '', self.nbins, self.mulo, self.muhi)
for i in range(len(rawLumi)):
# Check if this is in our bunch group
bcid = bcidVec[i]
# Off by one, check if *following* BCID is in bunch group
# If so, this previous bcid is where the actual data is
if run >= 189639 and run <= 189660 and bcid > 1:
bcid += 1
if run == 191933 and bcid > 1:
bcid += 1
if not bcid in self.bgObj.bg: continue
ldel = self.caliObj.calibrate(rawLumi[i])
muval = ldel / self.caliObj.muToLumi
lumi = ldel * dtime
delivered += lumi
if self.deadtime:
lrec = ldel * self.liveFrac[runlb][bcid]
lumi = lrec * dtime
recorded += lumi
bcidavg += self.liveFrac[runlb][bcid]
nbcid += 1
# Note, mu only depends on delivered
# Weighting of recorded data depends on recorded
h.Fill(muval, lumi)
hall.Fill(muval, lumi)
if nbcid > 0:
bcidavg /= nbcid
average += bcidavg
navg += 1
h.Write()
# Close output file
hall.Write()
rootfile.Close()
print 'Lumi Delivered:', delivered
print 'Lumi Recorded:', recorded
if delivered > 0.:
print 'True live fraction:', recorded/delivered
else:
print 'True live fraction: 0.0'
if navg > 0:
print 'BCID average frac: ', average/navg
else:
print 'BCID average frac: 0.0'
# Load all data necessary to make bunch-by-bunch lumi for a single run
def loadBCIDData(self, runnum):
print 'MuHistMaker.loadBCIDData(%s) called' % runnum
# Many folders are indexed by time stamp. Load RunLB -> time conversion here
self.loadLBLB(runnum)
# Check if this run exists
if len(self.lblbReader.data) == 0: return
# Determine start and end time of this run
startTime = self.lblbReader.data[0].payload()['StartTime']
endTime = self.lblbReader.data[-1].payload()['EndTime']
iov = (startTime, endTime)
# Read LHC Data (for stable beams)
self.loadLHCData(iov)
# Read ATLAS ready data
self.loadReadyData(runnum)
# Read the bunch group (so we sum over the right thing)
self.loadBGData(runnum)
# Read BCID Data
self.loadBCIDMask(iov)
self.loadBCIDCali(iov)
self.loadBCIDLumi(iov)
# Read turn counters (for livetime)
if self.deadtime:
self.loadTrigData(runnum)
def loadLBLB(self, run):
if self.verbose: print 'Loading LBLB data'
# Instantiate new COOL data reader if not already done
if self.lblbReader == None:
self.lblbReader = CoolDataReader('COOLONL_TRIGGER/COMP200', '/TRIGGER/LUMI/LBLB')
self.lblbReader.setIOVRangeFromRun(run)
self.lblbReader.readData()
if self.verbose:
print 'Read %d LBLB records' % len(self.lblbReader.data)
if len(self.lblbReader.data) > 0:
print 'First LB %d/%d' % (self.lblbReader.data[0].since() >> 32, self.lblbReader.data[0].since() & 0xFFFFFFFF)
if len(self.lblbReader.data) > 1:
print 'Last LB %d/%d' % (self.lblbReader.data[-1].since() >> 32, self.lblbReader.data[-1].since() & 0xFFFFFFFF)
def loadTrigData(self, run):
if self.verbose: print 'Loading Trigger data'
# Instantiate new COOL data reader if not already done
if self.trigReader == None:
self.trigReader = CoolDataReader('COOLONL_TRIGGER/COMP200', '/TRIGGER/LUMI/PerBcidDeadtime')
self.trigReader.setIOVRangeFromRun(run)
self.trigReader.readData()
if self.verbose:
print 'Read %d Trig records' % len(self.trigReader.data)
def loadBGData(self, run):
if self.verbose: print 'Loading Bunch group data'
# Instantiate new COOL reader if not already done
if self.bgReader == None:
self.bgReader = CoolDataReader('COOLONL_TRIGGER/COMP200', '/TRIGGER/LVL1/BunchGroupContent')
self.bgReader.setIOVRangeFromRun(run)
self.bgReader.readData()
if self.verbose:
print 'Read %d bunch group records' % len(self.bgReader.data)
def loadBCIDMask(self, iov):
if self.verbose: print 'Loading BCID masks'
# Instantiate new COOL data reader if not already done
if self.maskReader == None:
self.maskReader = CoolDataReader('COOLONL_TDAQ/COMP200', '/TDAQ/OLC/LHC/FILLPARAMS')
self.maskReader.setIOVRange(iov[0], iov[1])
self.maskReader.readData()
if self.verbose:
print 'Read %d BCID Mask records' % len(self.maskReader.data)
def loadBCIDCali(self, iov):
if self.verbose: print 'Loading BCID luminosity calibrations'
# Instantiate new COOL data reader if not already done
if self.caliReader == None:
self.caliReader = CoolDataReader('COOLONL_TDAQ/COMP200', '/TDAQ/OLC/CALIBRATIONS')
self.caliReader.setIOVRange(iov[0], iov[1])
self.caliReader.setChannel([self.lumiChan])
self.caliReader.readData()
if self.verbose:
print 'Read %d Calibration records' % len(self.caliReader.data)
def loadBCIDLumi(self, iov):
if self.verbose: print 'Loading BCID luminosity values'
# Instantiate new COOL data reader if not already done
if self.lumiReader == None:
# self.lumiReader = CoolDataReader('COOLONL_TDAQ/MONP200', '/TDAQ/OLC/BUNCHLUMIS')
self.lumiReader = CoolDataReader('COOLONL_TDAQ/COMP200', '/TDAQ/OLC/BUNCHLUMIS')
self.lumiReader.setIOVRange(iov[0], iov[1])
self.lumiReader.setChannel([self.lumiChan])
self.lumiReader.readData()
if self.verbose:
print 'Read %d Lumi records' % len(self.lumiReader.data)
# Information about stable beams
def loadLHCData(self, iov):
if self.verbose: print 'Loading LHC information'
# Instantiate new COOL data reader if not already done
if self.lhcReader == None:
self.lhcReader = CoolDataReader('COOLOFL_DCS/COMP200', '/LHC/DCS/FILLSTATE')
self.lhcReader.setIOVRange(iov[0], iov[1])
self.lhcReader.readData()
if self.verbose:
print 'Read %d LHC records' % len(self.lhcReader.data)
# Information about ATLAS ready
def loadReadyData(self, run):
if self.verbose: print 'Loading ATLAS ready information'
# Instantiate new COOL data reader if not already done
if self.rdyReader == None:
self.rdyReader = CoolDataReader('COOLONL_TDAQ/COMP200', '/TDAQ/RunCtrl/DataTakingMode')
self.rdyReader.setIOVRangeFromRun(run)
self.rdyReader.readData()
if self.verbose:
print 'Read %d ATLAS ready records' % len(self.rdyReader.data)
# Fill the stable beam information in the OflLumiRunData object
def findStable(self):
if self.verbose: print 'Finding stable beam periods'
# First, fill stable beam time periods for this run
tlo = cool.ValidityKeyMax
thi = cool.ValidityKeyMin
self.stableTime = []
for obj in self.lhcReader.data:
if obj.payload()['StableBeams'] == 0: continue
if tlo > thi: # First stable beams
tlo = obj.since()
thi = obj.until()
elif thi == obj.since(): # Extension of existing stable beams
thi = obj.until()
else: # Not contiguous, add old to list and start again
self.stableTime.append((tlo, thi))
tlo = obj.since()
thi = obj.until()
if tlo < thi:
self.stableTime.append((tlo, thi))
if self.verbose:
print 'Stable beam periods found:', self.stableTime
# Fill the stable beam information in the OflLumiRunData object
def findReady(self):
if self.verbose: print 'Finding ATLAS ready beam periods'
# First, fill stable beam time periods for this run
tlo = cool.ValidityKeyMax
thi = cool.ValidityKeyMin
self.readyTime = []
for obj in self.rdyReader.data:
if obj.payload()['ReadyForPhysics'] == 0: continue
if tlo > thi: # First ready
tlo = obj.since()
thi = obj.until()
elif thi == obj.since(): # Extension of existing ready
thi = obj.until()
else: # Not contiguous, add old to list and start again
self.readyTime.append((tlo, thi))
tlo = obj.since()
thi = obj.until()
if tlo < thi:
self.readyTime.append((tlo, thi))
if self.verbose:
print 'ATLAS ready periods found:', self.readyTime
# Precompute the deadtime for this run into a dictionary indexed by lumi block and BCID
def findDeadtime(self):
if self.verbose: print 'Calculating per-BCID deadtime'
# First dictionary index is lumiblock IOV
self.liveFrac = dict()
# Loop over each lumi block
for obj in self.trigReader.data:
key = obj.since()
run = key >> 32
lb = key & 0xFFFFFFFF
bloblength = obj.payload()['HighPriority'].size()
if self.verbose:
print '%d %d Found trigger counter blob of length %d' % (run, lb, bloblength)
# Unpack High Priority blob here
liveVec = unpackLiveFraction(obj.payload())
self.liveFrac[key] = liveVec
# Each BCID is one 24-bit integer
if self.verbose:
for i in range(10):
print 'BICD: %d Live: %f' % (i+1, liveVec[i])
def updateBCIDMask(self, startTime):
if not self.maskObj.isValid(startTime):
self.maskObj.clearValidity()
# Find the proper mask object
maskData = None
for mask in self.maskReader.data:
if not mask.since() <= startTime < mask.until(): continue
self.maskObj.setMask(mask)
break
if not self.maskObj.isValid(startTime):
return False
return True
def updateCalibration(self, startTime):
if not self.caliObj.isValid(startTime):
self.caliObj.clearValidity()
# Find the proper calibration object
for cali in self.caliReader.data:
if not cali.since() <= startTime < cali.until(): continue
self.caliObj.setCalibration(cali)
break
if not self.caliObj.isValid(startTime):
return False
return True
def updateBunchGroup(self, runlb):
if not self.bgObj.isValid(runlb):
self.bgObj.clearValidity()
# Find the proper BG object
for bg in self.bgReader.data:
if not bg.since() <= runlb < bg.until(): continue
self.bgObj.setBG(bg)
break
if not self.bgObj.isValid(runlb):
return False
return True
def parseOpts(self):
parser = OptionParser(usage="usage: %prog [options]", add_help_option=False)
parser.add_option("-?", "--usage", action="store_true", default=False, dest="help",
help="show this help message and exit")
parser.add_option("-v", "--verbose",
action="store_true", default=self.verbose, dest="verbose",
help="turn on verbose output")
parser.add_option("-r", "--updateRun",
dest="runlist", metavar="RUN",
help="update specific run, or comma separated list")
(options, args) = parser.parse_args()
if options.help:
parser.print_help()
sys.exit()
self.verbose = options.verbose
# Parse run list
if options.runlist != None:
# Clear the old one
self.runList = []
# Can be comma-separated list of run ranges
runlist = options.runlist.split(',')
if len(runlist) == 0:
print 'Invalid run list specified!'
sys.exit()
# Go through and check for run ranges
for runstr in runlist:
subrunlist = runstr.split('-')
if len(subrunlist) == 1: # Single run
self.runList.append(int(subrunlist[0]))
elif len(subrunlist) == 2: # Range of runs
for runnum in range(int(subrunlist[0]), int(subrunlist[1])+1):
self.runList.append(runnum)
else: # Too many parameters
print 'Invalid run list segment found:', runstr
sys.exit()
self.runList.sort()
if self.verbose:
print 'Finished parsing run list:',
for runnum in self.runList:
print runnum,
print
class LumiDeadtimeHandler:
# Constructor
def __init__(self):
self.verbose = False
# Data readers
self.vetoReader = None
self.menuReader = None
self.countsReader = None
# Trigger channels to read for live fractions
self.trigList = ['L1_EM30']
# Storage of per-BCID deadtime (index by [runlb][bcid])
self.liveFracBCID = dict()
# Storage of L1 trigger counts deadtime (index by [runlb][trigname])
self.liveFracTrig = dict()
# Storage for L1 trigger name -> value mapping
self.trigChan = dict()
def calculateAll(self, run):
self.loadData(run)
self.findBCIDDeadtime()
def loadData(self, run):
self.loadVetoData(run)
self.loadTrigChannels(run)
self.loadTrigCounts(run)
def loadVetoData(self, run):
if self.verbose: print('Loading trigger veto data')
# Instantiate new COOL data reader if not already done
if self.vetoReader is None:
self.vetoReader = CoolDataReader('COOLONL_TRIGGER/COMP200',
'/TRIGGER/LUMI/PerBcidDeadtime')
self.vetoReader.setIOVRangeFromRun(run)
self.vetoReader.readData()
if self.verbose:
print('Read %d Trig veto records' % len(self.vetoReader.data))
# Read trigger channel mappings
# Fills self.trigChan based on values in self.trigList
def loadTrigChannels(self, run):
if self.verbose: print('Loading trigger channel data')
self.trigChan = dict()
for trig in self.trigList:
self.trigChan[trig] = -1
if self.menuReader is None:
self.menuReader = CoolDataReader('COOLONL_TRIGGER/COMP200',
'/TRIGGER/LVL1/Menu')
self.menuReader.setIOVRangeFromRun(run)
self.menuReader.readData()
for obj in self.menuReader.data:
trigName = obj.payload()['ItemName']
if trigName in self.trigList:
self.trigChan[trigName] = int(obj.channelId())
for trig in self.trigList:
if self.trigChan[trig] == -1:
print("Couldn't find", trig, "in run", run)
if self.verbose:
print('Found', trig, 'in channel', self.trigChan[trig])
# Load all trigger counts for the given run
# Fills counts for all triggers with channels found in self.trigChan
def loadTrigCounts(self, run):
if self.verbose:
print('loading Trigger Counts data')
self.liveFracTrig = dict()
if self.countsReader is None:
self.countsReader = CoolDataReader('COOLONL_TRIGGER/COMP200',
'/TRIGGER/LUMI/LVL1COUNTERS')
self.countsReader.setIOVRangeFromRun(run)
# Build channel list
chanList = self.trigChan.values()
chanList.sort()
# Skip any trigger we didn't find
tmpList = []
for chan in chanList:
if chan < 0: continue
tmpList.append(chan)
chanList = tmpList
self.countsReader.setChannel(chanList)
self.countsReader.readData()
for obj in self.countsReader.data:
#if self.verbose:
# print obj.since()>>32, '/', obj.since()&0xFFFFFFFF, obj.channelId(), obj.payload()['BeforePrescale'], obj.payload()['AfterPrescale'], obj.payload()['L1Accept']
# use the string as the dictionary key
ss = obj.since()
if ss not in self.liveFracTrig:
self.liveFracTrig[ss] = dict()
for (trig, chan) in self.trigChan.iteritems():
if chan != obj.channelId(): continue
ratio = 0.
if obj.payload()['AfterPrescale'] > 0:
ratio = float(obj.payload()['L1Accept']) / obj.payload(
)['AfterPrescale']
self.liveFracTrig[ss][trig] = ratio
if self.verbose:
print(obj.since() >> 32, '/',
obj.since() & 0xFFFFFFFF, trig, ratio)
def findBCIDDeadtime(self):
if self.verbose: print('Calculating per-BCID deadtime')
# First dictionary index is lumiblock IOV
self.liveFracBCID = dict()
# Loop over each lumi block
for obj in self.vetoReader.data:
key = obj.since()
if self.verbose:
run = key >> 32
lb = key & 0xFFFFFFFF
bloblength = obj.payload()['HighPriority'].size()
print('%d %d Found trigger counter blob of length %d' %
(run, lb, bloblength))
# Unpack High Priority blob here
liveVec = unpackLiveFraction(obj.payload())
self.liveFracBCID[key] = liveVec
class TriggerHandler:
def __init__(self):
# Database parameters
self.menuReader = CoolDataReader('COOLONL_TRIGGER/COMP200',
'/TRIGGER/LVL1/Menu')
self.countsReader = CoolDataReader('COOLONL_TRIGGER/COMP200',
'/TRIGGER/LUMI/LVL1COUNTERS')
self.lbtimeReader = CoolDataReader('COOLONL_TRIGGER/COMP200',
'/TRIGGER/LUMI/LBTIME')
self.lblbReader = CoolDataReader('COOLONL_TRIGGER/COMP200',
'/TRIGGER/LUMI/LBLB')
self.verbose = False
#self.verbose = True
# Dict of all TrigL1Data objects for the given time interval (keyed by RunLB IOV)
self.trigL1Dict = dict()
self.allL1Triggers = False
# List of all trigger items to read
self.trigList = ['L1_MBTS_2', 'L1_EM30']
# Dictionary of trigger channel number keyed by trigger name
self.trigChan = dict()
self.chanTrig = dict() # reverse order
# Store the lumi block times
self.lblbDict = dict()
# Clear all data
def clear(self):
# Clear trigger dict
self.trigL1Dict.clear()
# Find trigger information in iovrange by time
def loadData(self, startIOV, endIOV):
self.clear()
# Runlist holds specific runs in this time range
self.runlist = []
if self.verbose:
print 'Searching for trigger information for max IOVRange', timeString(
startIOV), timeString(endIOV)
# Load the run based information as we fundamentally need to do this by run number
# Prepare the lbtime reader
self.lbtimeReader.setIOVRange(startIOV, endIOV)
self.lbtimeReader.readData()
for obj in self.lbtimeReader.data:
runnum = int(obj.payload()['Run'])
if not runnum in self.runlist:
self.runlist.append(runnum)
# Loop over each run, getting the trigger counts/Lumi
# Must do this by run, as trigger menu can change
# Here we are storing this in a separate list
for runnum in self.runlist:
self.loadDataByRun(runnum, clear=False)
# Find trigger information by run
def loadDataByRun(self, runnum, clear=True):
if self.verbose:
print 'TriggerHandler.loadDataByRun(%d) called' % runnum
if clear:
self.clear()
# Figure out the channel mappings for the L1 trigger items
self.loadTrigChannels(runnum)
# Get the LB durations
self.loadLBLBData(runnum)
# Third, get the trigger counts
self.loadTrigCounts(runnum)
# Read LBLB data
def loadLBLBData(self, runnum):
if self.verbose:
print 'TriggerHandler.loadLBLBData(%d) called' % runnum
self.lblbDict.clear()
self.lblbReader.setIOVRangeFromRun(runnum)
self.lblbReader.readData()
for obj in self.lblbReader.data:
self.lblbDict[obj.since()] = (obj.payload()['StartTime'],
obj.payload()['EndTime'])
# Read trigger channel mappings
# Fills self.trigChan based on values in self.trigList
def loadTrigChannels(self, runnum):
if self.verbose:
print 'TriggerHandler.loadTrigChannels(%d) called' % runnum
# Trigger channels keyed by name
self.trigChan = dict()
# Trigger name keyed by channel
self.chanTrig = dict()
for trig in self.trigList:
self.trigChan[trig] = -1
self.menuReader.setIOVRangeFromRun(runnum)
self.menuReader.readData()
for obj in self.menuReader.data:
if self.verbose or True:
print int(obj.channelId()), obj.payload()['ItemName']
trigName = obj.payload()['ItemName']
trigChan = int(obj.channelId())
if self.allL1Triggers or self.trigList.count(trigName) > 0:
self.trigChan[trigName] = trigChan
self.chanTrig[trigChan] = trigName
for trig in self.trigList:
if self.trigChan[trig] == -1:
print "Couldn't find", trig, "in run", str(runnum)
if self.verbose:
for (trig, chan) in self.trigChan.iteritems():
print 'Found', trig, 'in channel', chan
# Load all trigger counts for the given run
# Fills counts for all triggers with channels found in self.trigChan
def loadTrigCounts(self, runnum):
if self.verbose:
print 'TriggerHandler.loadTrigCounts(%d) called' % runnum
self.countsReader.setIOVRangeFromRun(runnum)
# Build channel list
chanList = self.trigChan.values()
chanList.sort()
nMaxChan = 50
nChanBlock = 0
chanBlock = []
nChannels = 0
# Skip any trigger we didn't find
tmpList = []
for chan in chanList:
if chan < 0: continue
tmpList.append(chan)
chanList = tmpList
if self.verbose:
print 'breaking up', len(
chanList), 'into', nMaxChan, 'for run', runnum
# There is a 50 item limit somehow hardcoded into browseObjects.
# Use this code from Elliot to get around the limitation.
# Break up list of indices into blocks:
for x in range(0, len(chanList), nMaxChan):
top = min([x + nMaxChan, len(chanList)])
if self.verbose:
print 'Initializing block [%d] from %d to %d' % (nChanBlock, x,
top)
chanBlock.append(chanList[x:top])
nChanBlock += 1
for x in range(nChanBlock):
if self.verbose: print 'Channel Selector', chanBlock[x]
self.countsReader.setChannel(chanBlock[x])
self.countsReader.readData()
for obj in self.countsReader.data:
since = obj.since()
until = obj.until()
if self.verbose:
print runLBString(since), runLBString(
until), obj.channelId(), obj.payload(
)['BeforePrescale'], obj.payload(
)['AfterPrescale'], obj.payload()['L1Accept']
# use the string as the dictionary key
ss = since
chan = int(obj.channelId())
trig = self.chanTrig.get(chan, "")
if len(trig) == 0:
print 'TriggerHandler.loadTrigCounts(%d) - found unknown channel %d in %s!' % (
runnum, chan, runLBString(ss))
continue
if ss not in self.trigL1Dict:
self.trigL1Dict[ss] = TriggerL1Data()
self.trigL1Dict[ss].runlb = obj.since()
self.trigL1Dict[ss].startTime = self.lblbDict.get(
ss, (0., 0.))[0]
self.trigL1Dict[ss].endTime = self.lblbDict.get(
ss, (0., 0.))[1]
self.trigL1Dict[ss].dtime = (
self.trigL1Dict[ss].endTime -
self.trigL1Dict[ss].startTime) / 1.E9
self.trigL1Dict[ss].TBP[trig] = obj.payload()['BeforePrescale']
self.trigL1Dict[ss].TAP[trig] = obj.payload()['AfterPrescale']
self.trigL1Dict[ss].TAV[trig] = obj.payload()['L1Accept']
class CompareLumi:
def __init__(self):
# Control output level
self.verbose = False
# Channels for comparision
self.lumi1Channel = 0
self.lumi2Channel = 261
self.lumi1Tag = 'OflLumi-7TeV-002'
self.lumi2Tag = 'OflLumi-7TeV-003'
# Difference (in percent) to complain about
self.threshold = 5.
# Stable only
self.stableOnly = True
# List of IOVRanges with stable beams
self.stableTime = []
# ATLAS Ready only
self.readyOnly = True
#Dict of (runlblo, runlblbhi) pairs giving extent of ATLAS ready
self.readyTime = []
# List of (integer) run numbers specified on the command line
self.runList = []
# Utlity routine for handling COOL connections
self.dbHandler = LumiDBHandler()
# Data readers
self.lumi1Reader = None
self.lumi2Reader = None
self.lblbReader = None
self.lhcReader = None
self.rdyReader = None
# Explicitly clean up our DB connections
def __del__(self):
self.dbHandler.closeAllDB()
# Called in command-line mode
def execute(self):
# Handle command-line switches
self.parseOpts()
lumi1Sum = dict()
lumi2Sum = dict()
# Process each run in self.runList
for run in self.runList:
# Load all data from COOL
self.loadCOOLData(run)
# Skip if run doesn't exist
if len(self.lblbReader.data) == 0: continue
# Find stable beams, output goes to self.stableTime
self.findStable()
# Find ATLAS ready, result goes to self.readyTime
self.findReady()
if self.stableOnly and len(self.stableTime) == 0: continue
if self.readyOnly and len(self.readyTime) == 0: continue
# Storage objects keyed by [lb]
lumi1Dict = dict()
lumi2Dict = dict()
lumi1Sum[run] = 0.
lumi2Sum[run] = 0.
# Keep track of LB range
lbLo = 99999
lbHi = 0
# Loop over all objects and sort by runlb and algo
for obj in self.lumi1Reader.data:
runlb = obj.since()
lumi1Dict[runlb] = obj.payload()
for obj in self.lumi2Reader.data:
runlb = obj.since()
lumi2Dict[runlb] = obj.payload()
# if self.verbose:
# run = runlb >> 32
# lb = runlb & 0xFFFFFFFF
# print 'Found Run %d LB %d chan %d' % (run, lb, channel)
# Loop over defined data
for obj in self.lblbReader.data:
runlb = obj.since()
run = runlb >> 32
lb = runlb & 0xFFFFFFFF
startTime = obj.payload()['StartTime']
endTime = obj.payload()['EndTime']
dtime = (endTime - startTime) / 1E9
# Check whether this is in stable beams
isStable = False
for stable in self.stableTime:
if not stable[0] <= startTime < stable[1]: continue
isStable = True
break
if self.stableOnly and not isStable: continue
# Check whether this in in ATLAS ready
isReady = False
for ready in self.readyTime:
if not ready[0] <= runlb < ready[1]: continue
isReady = True
break
#if self.verbose:
# print 'Found stable Run %d LB %d' % (run, lb)
if lb < lbLo: lbLo = lb
if lb > lbHi: lbHi = lb
# Check if lumi record exists
missing1 = False
missing2 = False
if runlb not in lumi1Dict:
missing1 = True
if runlb not in lumi2Dict:
missing2 = True
if missing1 and missing2:
if isStable:
print 'Run: %d LB: %4d does not have any luminosity record in stable beams!' % (
run, lb)
else:
print 'Run: %d LB: %4d does not have any luminosity record!' % (
run, lb)
continue
elif missing1:
if isStable:
print 'Run: %d LB: %4d does not have first lumi record in stable beams!' % (
run, lb)
else:
print 'Run: %d LB: %4d does not have first lumi record!' % (
run, lb)
elif missing2:
if isStable:
print 'Run: %d LB: %4d does not have second lumi record in stable beams!' % (
run, lb)
else:
print 'Run: %d LB: %4d does not have second lumi record!' % (
run, lb)
# Get lumi
lumi1 = 0.
valid1 = 999
chan1 = self.lumi1Channel
lumi2 = 0.
valid2 = 999
chan2 = self.lumi2Channel
if not missing1:
lumi1 = lumi1Dict[runlb]['LBAvInstLumi']
valid1 = lumi1Dict[runlb]['Valid'] & 0x3FF
if chan1 == 0:
chan1 = lumi1Dict[runlb]['Valid'] >> 22
lumi1Sum[run] += (lumi1 * dtime) / 1.E6
if not missing2:
lumi2 = lumi2Dict[runlb]['LBAvInstLumi']
valid2 = lumi2Dict[runlb]['Valid'] & 0x3FF
if chan2 == 0:
chan2 = lumi2Dict[runlb]['Valid'] >> 22
lumi2Sum[run] += (lumi2 * dtime) / 1.E6
try:
ratio = 100 * (lumi2 / lumi1 - 1.)
except ZeroDivisionError:
ratio = -99.
if self.verbose:
print 'Run: %6d LB: %4d Lumi1: %6.1f Chan1: %d Valid1: %d Lumi2: %6.1f Chan2: %d Valid2: %d Ratio: %.3f%%' % (
run, lb, lumi1, chan1, valid1, lumi2, chan2, valid2,
ratio)
# Compare
if (abs(ratio) > self.threshold
and (lumi1 > 1.
or lumi2 > 1.)): # or valid1 != 0 or valid2 != 0:
print '>>> Run: %6d LB: %4d dTime: %f Lumi1: %6.1f Chan1: %d Valid1: %d Lumi2: %6.1f Chan2: %d Valid2: %d Ratio: %.3f%%' % (
run, lb, dtime, lumi1, chan1, valid1, lumi2, chan2,
valid2, ratio)
# End of loop over LBs
try:
ratio = 100 * (lumi2Sum[run] / lumi1Sum[run] - 1.)
except ZeroDivisionError:
ratio = -99.
print 'Run: %6d LBLo: %4d LBHi: %4d IntLumi1: %8.3f IntLumi2: %8.3f Ratio: %.3f%%' % (
run, lbLo, lbHi, lumi1Sum[run], lumi2Sum[run], ratio)
# End of loop over runs
totalLumi1 = 0.
totalLumi2 = 0.
for lumi in lumi1Sum.itervalues():
totalLumi1 += lumi
for lumi in lumi2Sum.itervalues():
totalLumi2 += lumi
try:
ratio = 100 * (totalLumi2 / totalLumi1 - 1.)
except ZeroDivisionError:
ratio = -99.
print 'Total Luminosity1: %8.3f Luminosity2: %8.3f => 2/1 = %.3f%%' % (
totalLumi1, totalLumi2, ratio)
# Load all data necessary to make bunch-by-bunch lumi for a single run
def loadCOOLData(self, runnum):
if self.verbose:
print 'LumiChecker.loadCOOLData(%s) called' % runnum
# Many folders are indexed by time stamp. Load RunLB -> time conversion here
self.loadLBLB(runnum)
if len(self.lblbReader.data) == 0: return
# Determine start and end time of this run
startTime = self.lblbReader.data[0].payload()['StartTime']
endTime = self.lblbReader.data[-1].payload()['EndTime']
iov = (startTime, endTime)
# Read LHC Data (for stable beams)
self.loadLHCData(iov)
# Read Ready Data
self.loadReadyData(runnum)
# Read the luminosity
self.loadLumi(runnum)
def loadLBLB(self, run):
if self.verbose: print 'Loading LBLB data'
# Instantiate new COOL data reader if not already done
if self.lblbReader == None:
self.lblbReader = CoolDataReader('COOLONL_TRIGGER/COMP200',
'/TRIGGER/LUMI/LBLB')
self.lblbReader.setIOVRangeFromRun(run)
self.lblbReader.readData()
if self.verbose:
print 'Read %d LBLB records' % len(self.lblbReader.data)
if len(self.lblbReader.data) > 0:
print 'First LB %d/%d' % (
self.lblbReader.data[0].since() >> 32,
self.lblbReader.data[0].since() & 0xFFFFFFFF)
print 'Last LB %d/%d' % (
self.lblbReader.data[-1].since() >> 32,
self.lblbReader.data[-1].since() & 0xFFFFFFFF)
def loadLumi(self, runnum):
if self.verbose: print 'Loading luminosity values'
# Instantiate new COOL data reader if not already done
if self.lumi1Reader == None:
self.lumi1Reader = CoolDataReader('COOLOFL_TRIGGER/COMP200',
'/TRIGGER/OFLLUMI/LBLESTOFL')
self.lumi1Reader.setIOVRangeFromRun(runnum)
self.lumi1Reader.setChannel([self.lumi1Channel])
self.lumi1Reader.setTag(self.lumi1Tag)
self.lumi1Reader.readData()
if self.verbose:
print 'Read %d Lumi records' % len(self.lumi1Reader.data)
# Instantiate new COOL data reader if not already done
if self.lumi2Reader == None:
self.lumi2Reader = CoolDataReader('COOLOFL_TRIGGER/COMP200',
'/TRIGGER/OFLLUMI/LBLESTOFL')
self.lumi2Reader.setIOVRangeFromRun(runnum)
self.lumi2Reader.setChannel([self.lumi2Channel])
self.lumi2Reader.setTag(self.lumi2Tag)
self.lumi2Reader.readData()
if self.verbose:
print 'Read %d Lumi records' % len(self.lumi2Reader.data)
# Information about stable beams
def loadLHCData(self, iov):
if self.verbose: print 'Loading LHC information'
# Instantiate new COOL data reader if not already done
if self.lhcReader == None:
self.lhcReader = CoolDataReader('COOLOFL_DCS/COMP200',
'/LHC/DCS/FILLSTATE')
self.lhcReader.setIOVRange(iov[0], iov[1])
self.lhcReader.readData()
if self.verbose:
print 'Read %d LHC records' % len(self.lhcReader.data)
# Information about ATLAS ready
def loadReadyData(self, run):
if self.verbose: print 'Loading ATLAS ready information'
# Instantiate new COOL data reader if not already done
if self.rdyReader == None:
self.rdyReader = CoolDataReader('COOLONL_TDAQ/COMP200',
'/TDAQ/RunCtrl/DataTakingMode')
self.rdyReader.setIOVRangeFromRun(run)
self.rdyReader.readData()
if self.verbose:
print 'Read %d ATLAS ready records' % len(self.rdyReader.data)
# Fill the stable beam information in the OflLumiRunData object
def findStable(self):
if self.verbose: print 'Finding stable beam periods'
# First, fill stable beam time periods for this run
tlo = cool.ValidityKeyMax
thi = cool.ValidityKeyMin
self.stableTime = []
for obj in self.lhcReader.data:
if obj.payload()['StableBeams'] == 0: continue
if tlo > thi: # First stable beams
tlo = obj.since()
thi = obj.until()
elif thi == obj.since(): # Extension of existing stable beams
thi = obj.until()
else: # Not contiguous, add old to list and start again
self.stableTime.append((tlo, thi))
tlo = obj.since()
thi = obj.until()
if tlo < thi:
self.stableTime.append((tlo, thi))
if self.verbose:
print 'Stable beam periods found:', self.stableTime
# Fill the stable beam information in the OflLumiRunData object
def findReady(self):
if self.verbose: print 'Finding ATLAS ready beam periods'
# First, fill stable beam time periods for this run
tlo = cool.ValidityKeyMax
thi = cool.ValidityKeyMin
self.readyTime = []
for obj in self.rdyReader.data:
if obj.payload()['ReadyForPhysics'] == 0: continue
if tlo > thi: # First ready
tlo = obj.since()
thi = obj.until()
elif thi == obj.since(): # Extension of existing ready
thi = obj.until()
else: # Not contiguous, add old to list and start again
self.readyTime.append((tlo, thi))
tlo = obj.since()
thi = obj.until()
if tlo < thi:
self.readyTime.append((tlo, thi))
if self.verbose:
print 'ATLAS ready periods found:', self.readyTime
def parseOpts(self):
parser = OptionParser(usage="usage: %prog [options]",
add_help_option=False)
parser.add_option("-?",
"--usage",
action="store_true",
default=False,
dest="help",
help="show this help message and exit")
parser.add_option("-v",
"--verbose",
action="store_true",
default=self.verbose,
dest="verbose",
help="turn on verbose output")
parser.add_option("-r",
"--updateRun",
dest="runlist",
metavar="RUN",
help="update specific run, or comma separated list")
parser.add_option("--tag1",
dest="lumi1tag",
metavar="TAG",
default=self.lumi1Tag,
help='first luminosity tag (default: %s)' %
self.lumi1Tag)
parser.add_option("--chan1",
dest="lumi1chan",
metavar="CHAN",
default=self.lumi1Channel,
help='first luminosity channel (default: %d)' %
self.lumi1Channel)
parser.add_option("--tag2",
dest="lumi2tag",
metavar="TAG",
default=self.lumi2Tag,
help='first luminosity tag (default: %s)' %
self.lumi2Tag)
parser.add_option("--chan2",
dest="lumi2chan",
metavar="CHAN",
default=self.lumi2Channel,
help='second luminosity channel (default: %d)' %
self.lumi2Channel)
parser.add_option(
"--noStable",
action="store_false",
default=self.stableOnly,
dest="stable",
help="turn off stable beams requirement (default: stable only)")
parser.add_option(
"--noReady",
action="store_false",
default=self.readyOnly,
dest="ready",
help="turn off ATLAS ready requirement (default: ready only)")
(options, args) = parser.parse_args()
if options.help:
parser.print_help()
sys.exit()
self.verbose = options.verbose
self.lumi1Tag = options.lumi1tag
self.lumi2Tag = options.lumi2tag
self.stableOnly = options.stable
self.readyOnly = options.ready
self.lumi1Channel = int(options.lumi1chan)
self.lumi2Channel = int(options.lumi2chan)
# Parse run list
if options.runlist != None:
# Clear the old one
self.runList = []
# Can be comma-separated list of run ranges
runlist = options.runlist.split(',')
if len(runlist) == 0:
print 'Invalid run list specified!'
sys.exit()
# Go through and check for run ranges
for runstr in runlist:
subrunlist = runstr.split('-')
if len(subrunlist) == 1: # Single run
self.runList.append(int(subrunlist[0]))
elif len(subrunlist) == 2: # Range of runs
for runnum in range(int(subrunlist[0]),
int(subrunlist[1]) + 1):
self.runList.append(runnum)
else: # Too many parameters
print 'Invalid run list segment found:', runstr
sys.exit()
self.runList.sort()
if self.verbose:
print 'Finished parsing run list:',
for runnum in self.runList:
print runnum,
print
class CalibNtupleMaker:
def __init__(self):
# Control output level
self.verbose = False
# Luminosity Channels
self.lumiChanList = []
# Luminosity Channel Map
self.lumiChanNames = dict()
self.lumiMapFile = 'defaultChannels.txt'
# Stable only
self.stableOnly = False
# Write output ntuple
self.ntuple = True
# Write extra current information
self.writeExtraCurrents = True
# List of (integer) run numbers specified on the command line
self.runList = []
# Dict of (lblo, lbhi) pairs giving extent of StableBeams
self.stableDict = dict()
# Utlity routine for handling COOL connections
self.dbHandler = LumiDBHandler()
# Data readers
self.maskReader = None
self.lumiReader = None
self.caliReader = None
self.lblbReader = None
self.currReader = None
self.lhcReader = None
self.bgReader = None
self.pmtReader = None
self.lbdataReader = None
# Object which stores the BCID information
self.maskObj = BCIDMask()
# Object to store the bunch group definition
self.bgObj = BunchGroup()
self.currentRun = 0
self.nBCID = 3564
self.outdir = '.'
# Explicitly clean up our DB connections
def __del__(self):
self.dbHandler.closeAllDB()
# Called in command-line mode
def execute(self):
# Handle command-line switches
self.parseOpts()
# Fill channel list
self.fillChannelList()
# Process each run in self.runList
for run in self.runList:
# Load all data from COOL
self.loadBCIDData(run)
# Skip if run doesn't exist
if len(self.lblbReader.data) == 0: continue
# Find stable beams, output goes to self.stableTime
self.findStable()
if self.stableOnly and len(self.stableTime) == 0: continue
# Open new output file and init ntuple
if self.ntuple:
nt = NtupleHandler()
nt.chanMap = self.lumiChanNames
nt.writeExtraCurrents = self.writeExtraCurrents
nt.fileName = '%s/r%d.root' % (self.outdir, run)
nt.open()
nt.init()
# Storage objects keyed by [runlb][algo]
objDict = dict()
runlbList = []
# Loop over all objects and sort by runlb and algo
for obj in self.lumiReader.data:
channel = obj.channelId()
runlb = obj.payload()['RunLB']
if runlb not in objDict:
objDict[runlb] = dict()
runlbList.append(runlb)
objDict[runlb][channel] = obj
# if self.verbose:
# run = runlb >> 32
# lb = runlb & 0xFFFFFFFF
# print 'Found Run %d LB %d chan %d' % (run, lb, channel)
# LHC Current objects keyed by [runlb]
currDict = dict()
for obj in self.currReader.data:
runlb = obj.payload()['RunLB']
if runlb not in currDict:
currDict[runlb] = dict()
currDict[runlb][obj.channelId()] = obj
#if self.writeExtraCurrents:
lbdataDict = dict()
for obj in self.lbdataReader.data:
runlb = obj.payload()['RunLB']
if runlb not in lbdataDict:
lbdataDict[runlb] = dict()
lbdataDict[runlb][obj.channelId()] = obj
# Loop over all lumi blocks and calibrate each algorithm
runlbList.sort()
for runlb in runlbList:
run = runlb >> 32
lb = runlb & 0xFFFFFFFF
self.currentRun = run
# Make sure bunch group is valid (keyed by run/lb)
if not self.updateBunchGroup(runlb):
print "Couldn't find valid Bunch Group definition for Run %d LB %d!" % (
run, lb)
continue
# Get integer to make average mu value below
nBunch = len(self.bgObj.bg)
if nBunch < 1: nBunch = 1
# Zero all storage locations
nt.clearBCIDData()
first = True
lbSum = dict()
for chan in self.lumiChanList:
if chan not in objDict[runlb]:
print "Can't find channel", chan, "in run/lb", run, '/', lb
continue
obj = objDict[runlb][chan]
if chan != obj.channelId():
print 'Channel', chan, '!=', obj.channelId(), '!'
continue
if runlb != obj.payload()['RunLB']:
print 'RunLB', runlb, '!=', obj.payload()['RunLB'], '!'
continue
startTime = obj.since()
endTime = obj.until()
dtime = (endTime - startTime) / 1E9
valid = obj.payload()['Valid'] & 0x03
# Hack for lucid validity
if 100 < chan < 200 and valid == 1: valid = 0
# Check whether this is in stable beams
isStable = False
for stable in self.stableTime:
if not stable[0] <= startTime < stable[1]: continue
isStable = True
break
if self.stableOnly and not isStable: continue
# Clear lumi block sum counters
lbSum[chan] = 0.
# Only do this once per lumi block
if first:
first = False
if self.verbose:
print 'Found stable Run %d LB %d' % (run, lb)
# Fill general LB information
if self.ntuple:
nt.fillLBData(obj)
nt.lbDataStruct.fStable = isStable
# These change slowly, so checking them every run/lb is OK
# Make sure BCID mask is valid
if not self.updateBCIDMask(startTime):
print "Couldn't find valid BCID mask data for Run %d LB %d!" % (
run, lb)
continue
# Do this here so the BCID mask is up to date
if self.ntuple:
if runlb in currDict:
if 1 in currDict[runlb]:
nt.fillCurrentData(currDict[runlb],
self.maskObj, 1)
if 0 in currDict[
runlb] and self.writeExtraCurrents:
nt.fillCurrentData(currDict[runlb],
self.maskObj, 0)
if runlb in lbdataDict:
nt.fillMoreCurrentData(lbdataDict[runlb])
# Now we want to start extracting bunch-by-bunch information
# Get raw lumi
normValue = obj.payload()['AverageRawInstLum']
blobValue = obj.payload()['BunchRawInstLum']
bcidVec, rawLumi = unpackBCIDValues(blobValue)
# dict to hold BCID lumi keyed by BCID
bcidLumi = dict()
for i in range(len(rawLumi)):
# Check if this is in our bunch group (only really need to fill this once)
bcid = bcidVec[i]
# Protect against any weird values
if bcid >= self.nBCID:
print 'BCID %d found >= %d!' % (bcid, self.nBCID)
continue
if bcid in self.bgObj.bg:
nt.bcidArray['Status'][bcid] = 1
else:
nt.bcidArray['Status'][bcid] = 0
# Now need to save bcid, mu, and calibLumi
lraw = rawLumi[i]
nt.fillBCIDData(chan, bcid, lraw)
# End loop over BCIDs
# End of loop over channels
nt.tree.Fill()
# End of loop over LBs
nt.close()
# End of loop over runs
# Load all data necessary to make bunch-by-bunch lumi for a single run
def loadBCIDData(self, runnum):
print 'MuHistMaker.loadBCIDData(%s) called' % runnum
# Many folders are indexed by time stamp. Load RunLB -> time conversion here
self.loadLBLB(runnum)
if len(self.lblbReader.data) == 0: return
# Determine start and end time of this run
startTime = self.lblbReader.data[0].payload()['StartTime']
endTime = self.lblbReader.data[-1].payload()['EndTime']
iov = (startTime, endTime)
# Read LHC Data (for stable beams)
self.loadLHCData(iov)
# Read the bunch group (so we sum over the right thing)
self.loadBGData(runnum)
# Read BCID Data
self.loadBCIDMask(iov)
self.loadBCIDLumi(iov)
self.loadBCIDCurrents(iov)
self.loadOtherCurrents(iov)
def loadLBLB(self, run):
if self.verbose: print 'Loading LBLB data'
# Instantiate new COOL data reader if not already done
if self.lblbReader == None:
self.lblbReader = CoolDataReader('COOLONL_TRIGGER/CONDBR2',
'/TRIGGER/LUMI/LBLB')
self.lblbReader.setIOVRangeFromRun(run)
self.lblbReader.readData()
if self.verbose:
print 'Read %d LBLB records' % len(self.lblbReader.data)
if len(self.lblbReader.data) > 0:
print 'First LB %d/%d' % (
self.lblbReader.data[0].since() >> 32,
self.lblbReader.data[0].since() & 0xFFFFFFFF)
print 'Last LB %d/%d' % (
self.lblbReader.data[-1].since() >> 32,
self.lblbReader.data[-1].since() & 0xFFFFFFFF)
def loadBGData(self, run):
if self.verbose: print 'Loading Bunch group data'
# Instantiate new COOL reader if not already done
if self.bgReader == None:
self.bgReader = CoolDataReader('COOLONL_TRIGGER/CONDBR2',
'/TRIGGER/LVL1/BunchGroupContent')
self.bgReader.setIOVRangeFromRun(run)
self.bgReader.readData()
if self.verbose:
print 'Read %d bunch group records' % len(self.bgReader.data)
def loadBCIDMask(self, iov):
if self.verbose: print 'Loading BCID masks'
# Instantiate new COOL data reader if not already done
if self.maskReader == None:
self.maskReader = CoolDataReader('COOLONL_TDAQ/CONDBR2',
'/TDAQ/OLC/LHC/FILLPARAMS')
self.maskReader.setIOVRange(iov[0], iov[1])
self.maskReader.readData()
if self.verbose:
print 'Read %d BCID Mask records' % len(self.maskReader.data)
def loadBCIDLumi(self, iov):
if self.verbose: print 'Loading BCID luminosity values'
# Instantiate new COOL data reader if not already done
if self.lumiReader == None:
# Switch at start of September
self.lumiReader = CoolDataReader('COOLONL_TDAQ/CONDBR2',
'/TDAQ/OLC/BUNCHLUMIS')
#self.lumiReader.verbose = True
self.lumiReader.setIOVRange(iov[0], iov[1])
self.lumiReader.setChannel(self.lumiChanList)
self.lumiReader.readData()
#self.lumiReader.verbose = False
if self.verbose:
print 'Read %d Lumi records' % len(self.lumiReader.data)
# Bunch currents
def loadBCIDCurrents(self, iov):
if self.verbose: print 'Loading Bunch Current information'
if self.currReader == None:
# self.currReader = CoolDataReader('COOLONL_TDAQ/MONP200', '/TDAQ/OLC/LHC/BUNCHDATA')
self.currReader = CoolDataReader('COOLONL_TDAQ/CONDBR2',
'/TDAQ/OLC/LHC/BUNCHDATA')
self.currReader.setIOVRange(iov[0], iov[1])
if self.writeExtraCurrents:
self.currReader.setChannel([0, 1]) # 0 = BPTX, 1 = Fast BCT
else:
self.currReader.setChannelId(1) # 0 = BPTX, 1 = Fast BCT
self.currReader.readData()
if self.verbose:
print 'Read %d Current records' % len(self.currReader.data)
def loadOtherCurrents(self, iov):
if self.verbose: print 'Loading LBDATA Bunch Current information'
if self.lbdataReader == None:
self.lbdataReader = CoolDataReader('COOLONL_TDAQ/CONDBR2',
'/TDAQ/OLC/LHC/LBDATA')
self.lbdataReader.setIOVRange(iov[0], iov[1])
self.lbdataReader.setChannel([0, 1, 2, 3]) # 0 = BPTX, 1 = Fast BCT
self.lbdataReader.readData()
if self.verbose:
print 'Read %d LBDATA Current records' % len(
self.lbdataReader.data)
# Information about stable beams
def loadLHCData(self, iov):
if self.verbose: print 'Loading LHC information'
# Instantiate new COOL data reader if not already done
if self.lhcReader == None:
self.lhcReader = CoolDataReader('COOLOFL_DCS/CONDBR2',
'/LHC/DCS/FILLSTATE')
self.lhcReader.setIOVRange(iov[0], iov[1])
self.lhcReader.readData()
if self.verbose:
print 'Read %d LHC records' % len(self.lhcReader.data)
# Fill the stable beam information in the OflLumiRunData object
def findStable(self):
if self.verbose: print 'Finding stable beam periods'
# First, fill stable beam time periods for this run
tlo = cool.ValidityKeyMax
thi = cool.ValidityKeyMin
self.stableTime = []
for obj in self.lhcReader.data:
if obj.payload()['StableBeams'] == 0: continue
if tlo > thi: # First stable beams
tlo = obj.since()
thi = obj.until()
elif thi == obj.since(): # Extension of existing stable beams
thi = obj.until()
else: # Not contiguous, add old to list and start again
self.stableTime.append((tlo, thi))
tlo = obj.since()
thi = obj.until()
if tlo < thi:
self.stableTime.append((tlo, thi))
if self.verbose:
print 'Stable beam periods found:', self.stableTime
def updateBCIDMask(self, startTime):
if not self.maskObj.isValid(startTime):
self.maskObj.clearValidity()
# Find the proper mask object
maskData = None
for mask in self.maskReader.data:
if not mask.since() <= startTime < mask.until(): continue
self.maskObj.setMask(mask)
break
if not self.maskObj.isValid(startTime):
return False
return True
def updateBunchGroup(self, runlb):
if not self.bgObj.isValid(runlb):
self.bgObj.clearValidity()
# Find the proper BG object
for bg in self.bgReader.data:
if not bg.since() <= runlb < bg.until(): continue
self.bgObj.setBG(bg)
break
if not self.bgObj.isValid(runlb):
return False
return True
def parseOpts(self):
parser = OptionParser(usage="usage: %prog [options]",
add_help_option=False)
parser.add_option("-?",
"--usage",
action="store_true",
default=False,
dest="help",
help="show this help message and exit")
parser.add_option("-v",
"--verbose",
action="store_true",
default=self.verbose,
dest="verbose",
help="turn on verbose output")
parser.add_option("-r",
"--updateRun",
dest="runlist",
metavar="RUN",
help="update specific run, or comma separated list")
parser.add_option("--noNtuple",
action="store_false",
default=self.ntuple,
dest='ntuple',
help="Don't store output ntuple (default: Do)")
parser.add_option("-o",
"--outputDir",
dest="outdir",
metavar="DIR",
default=self.outdir,
help='directory for output ntuple (default: %s)' %
self.outdir)
parser.add_option(
"--noStable",
action="store_false",
default=self.stableOnly,
dest="stable",
help="turn off stable beams requirements (default: stable only)")
parser.add_option("--channelList",
dest='chanlist',
metavar="FILE",
default=self.lumiMapFile,
help='file to read channel list from (default: %s)' %
self.lumiMapFile)
(options, args) = parser.parse_args()
if options.help:
parser.print_help()
sys.exit()
self.verbose = options.verbose
self.outdir = options.outdir
self.stableOnly = options.stable
self.lumiMapFile = options.chanlist
# Parse run list
if options.runlist != None:
# Clear the old one
self.runList = []
# Can be comma-separated list of run ranges
runlist = options.runlist.split(',')
if len(runlist) == 0:
print 'Invalid run list specified!'
sys.exit()
# Go through and check for run ranges
for runstr in runlist:
subrunlist = runstr.split('-')
if len(subrunlist) == 1: # Single run
self.runList.append(int(subrunlist[0]))
elif len(subrunlist) == 2: # Range of runs
for runnum in range(int(subrunlist[0]),
int(subrunlist[1]) + 1):
self.runList.append(runnum)
else: # Too many parameters
print 'Invalid run list segment found:', runstr
sys.exit()
self.runList.sort()
if self.verbose:
print 'Finished parsing run list:',
for runnum in self.runList:
print runnum,
print
def fillChannelList(self):
print 'Reading channel list from', self.lumiMapFile
# Make sure these are empty
self.lumiChanList = []
self.lumiChanNames = dict()
f = open(self.lumiMapFile)
for line in f.readlines():
line = string.lstrip(line)
# Skip obvious comments
if len(line) == 0: continue
if line[0] == "!": continue
if line[0] == "#": continue
# Now parse
tokens = line.split()
chanID = int(tokens[0])
chanName = tokens[1]
print 'Found Channel %d: %s' % (chanID, chanName)
self.lumiChanList.append(chanID)
self.lumiChanNames[chanID] = chanName
# End of loop over channels
f.close()
bunchDescriptionReader.setIOVRangeFromRun(215589)
bunchDescriptionReader.readData()
bgd = BunchDescription()
for obj in bunchDescriptionReader.data:
print obj
# bgd.setValue(obj.payload())
# print bgd.nBunchD1()
##### BunchDataUtil ##########################################################################
print "--------------------Testing BunchDataUtil----------------"
from ROOT import BunchDataUtil
bunchDataUtilReader = CoolDataReader("COOLONL_TDAQ/COMP200",
"/TDAQ/OLC/LHC/BUNCHDATA")
bunchDataUtilReader.setIOVRange(iovSince, iovUntil)
bunchDataUtilReader.setChannel([0])
bunchDataUtilReader.readData()
count = 0
bdu = BunchDataUtil()
for obj in bunchDataUtilReader.data:
runlb = obj.payload()['RunLB']
run = runlb >> 32
lb = runlb & 0xFFFF
# print "lb ", lb
count += 1
x1 = bdu.nx1Storage(obj.payload())
y1 = bdu.ny1Storage(obj.payload())
x2 = bdu.nx2Storage(obj.payload())
y2 = bdu.ny2Storage(obj.payload())
if (y1 == 0):
class OflLumiMaker:
def __init__(self):
# Control output level
self.verbose = False
# Output root file name
self.fileName = 'scan.root'
# Input file with turn information (from Nitesh)
self.turnFile = None
# Location of scan data
self.tdaqDB = 'COOLONL_TDAQ/COMP200'
self.tdaqMonpDB = 'COOLONL_TDAQ/MONP200'
self.monp = False # Use MONP or COMP DB
self.scanFolder = '/TDAQ/OLC/LHC/SCANDATA' # vdM Scan parameter data
self.beamFolder = '/TDAQ/OLC/LHC/BEAMPOSITION'
self.fillFolder = '/TDAQ/OLC/LHC/FILLPARAMS'
self.lbdataFolder = '/TDAQ/OLC/LHC/LBDATA'
self.bunchFolder = '/TDAQ/OLC/LHC/BUNCHDATA'
self.bunchLumiFolder = '/TDAQ/OLC/BUNCHLUMIS'
self.lumiFolder = '/TDAQ/OLC/LUMINOSITY'
# Calendar time range to look for vdM scan data
self.startTime = '2010-10-01:07:00:00/UTC'
self.endTime = '2010-10-01:14:00:00/UTC'
# Time as COOL IOV
self.startTimeIOV = None
self.endTimeIOV = None
self.startLBIOV = None
self.endLBIOV = None
# Pointers to CoolDataReader return objects
self.lhcData = None
self.lumiData = None
self.scanData = None
self.lbdataData = None
self.bunchdataData = None
self.ions = False
# Object to store BCID information
self.maskObj = BCIDMask()
# Object to store the bunch group definition
self.bgObj = BunchGroup()
# Channels to store
self.lumiChanList = [
101, 102, 103, 104, 105, 106, 201, 202, 206, 207, 211, 212, 216,
217, 221, 222, 226, 1001, 1002, 1004, 1011, 1012, 1014
]
# Called in command-line mode
def execute(self):
# Handle command-line switches
self.parseOpts()
# Find the scan data
self.findScanData()
# Write the data to ntuple
#nt = ScanNtupleHandler()
#nt.fileName = self.fileName
#nt.ions = self.ions
#nt.open()
#nt.init()
#nt.fill(self) # Must pass self reference to get access to data
#nt.close()
nt = NtupleHandler()
nt.chan2011 = False
nt.chan2012 = True
nt.fibers = False
nt.fileName = self.fileName
nt.open()
nt.init()
nfilled = 0
# Sort raw data and save by [iov][algo]
rawDict = dict()
for obj in self.bunchLumi.data:
channel = obj.channelId()
iov = obj.since()
if iov not in rawDict:
rawDict[iov] = dict()
rawDict[iov][channel] = obj
# PMT current data
pmtDict = dict()
fibDict = dict() # Fiber currents
for obj in self.pmtReader.data:
if obj.channelId() == 0:
pmtDict[obj.since()] = obj
elif obj.channelId() == 1:
fibDict[obj.since()] = obj
else:
print 'Found channel %d in pmtReader!' % obj.channel()
# Bunch current data
currDict = dict()
for obj in self.bunchData.data:
currDict[obj.since()] = obj
# Loop over scandata entries
for plbobj in self.scanData.data:
iov = plbobj.since()
iovString = timeString(iov)
runlb = plbobj.payload()['RunLB']
run = plbobj.payload()['RunLB'] >> 32
lb = plbobj.payload()['RunLB'] & 0xFFFFFFFF
dtime = (plbobj.until() - plbobj.since()) / 1E9
print '%s (%6d/%3d) t=%5.2fs Acq:%5.2f d=%6.3fmm IP:%2d Plane:%2d' % (
iovString, run, lb, dtime, plbobj.payload()['AcquisitionFlag'],
plbobj.payload()['NominalSeparation'],
plbobj.payload()['ScanningIP'],
plbobj.payload()['ScanInPlane']),
# Check if beams are moving at IP1
if run == 0 and plbobj.payload(
)['ScanningIP'] == 1 and plbobj.payload()['AcquisitionFlag'] < 1.:
print " --> moving"
continue
print
nt.fillLBData(plbobj)
nt.lbDataStruct.fStable = True # Ensure true
if iov not in rawDict:
print "Can't find time %s in raw lumi!" % iovString
continue
nt.clearBCIDData()
# Make sure BCID mask is valid
if not self.updateBCIDMask(iov):
print "Couldn't find valid BCID mask data for IOV %s!" % iov
continue
# Make sure BunchGroup is valid
#if run > 0 and not self.updateBunchGroup(runlb):
# print "Couldn't find valid BunchGroup data for %s (%d/%d)!" % (iov, run, lb)
if iov in pmtDict:
nt.lbDataStruct.fPmtA = pmtDict[iov].payload()['CurrentSideA']
nt.lbDataStruct.fPmtC = pmtDict[iov].payload()['CurrentSideC']
# print 'Found Run %d LB %d PMTA %f PMTC %f' % (run, lb, nt.lbDataStruct.fPmtA, nt.lbDataStruct.fPmtC)
if iov in fibDict:
nt.lbDataStruct.fFibA = fibDict[iov].payload()['CurrentSideA']
nt.lbDataStruct.fFibC = fibDict[iov].payload()['CurrentSideC']
# print 'Found Run %d LB %d FIBA %f FIBC %f' % (run, lb, nt.lbDataStruct.fFibA, nt.lbDataStruct.fFibC)
if iov in currDict:
nt.fillCurrentData(currDict[iov], self.maskObj)
for chan in self.lumiChanList:
if chan not in rawDict[iov]:
print "Can't find channel", chan, "in", iovString
continue
rawobj = rawDict[iov][chan]
if chan != rawobj.channelId():
print 'Channel', chan, '!=', rawobj.channelId(), '!'
continue
# Get raw lumi
normValue = rawobj.payload()['AverageRawInstLum']
blobValue = rawobj.payload()['BunchRawInstLum']
bcidVec, rawLumi = unpackBCIDValues(blobValue,
self.maskObj.coll,
normValue)
# dict to hold BCID lumi keyed by BCID
for i in range(len(rawLumi)):
# Check if this is in our bunch group (only really need to fill this once)
bcid = bcidVec[i]
# Protect against any weird values
if bcid >= nt.nBCID:
print 'BCID %d found >= %d!' % (bcid, nt.nBCID)
continue
#if bcid in self.bgObj.bg:
# nt.bcidStruct.fStatus[bcid] = 1
#else:
# nt.bcidStruct.fStatus[bcid] = 0
# Now need to save bcid, mu, and calibLumi
lraw = rawLumi[i]
muval = 0. # Uncalibrated
nt.fillBCIDData(chan, bcid, lraw, muval)
# End of loop over BCIDs
# End of loop over channels
nt.tree.Fill()
# End of loop over IOVs
nt.close()
def parseOpts(self):
parser = OptionParser(usage="usage: %prog [options]",
add_help_option=False)
parser.add_option("-?",
"--usage",
action="store_true",
default=False,
dest="help",
help="show this help message and exit")
parser.add_option("-v",
"--verbose",
action="store_true",
default=self.verbose,
dest="verbose",
help="turn on verbose output")
parser.add_option("-o",
"--output",
dest="outfile",
metavar="FILE",
default=self.fileName,
help="specify output ROOT file name - default: " +
self.fileName)
parser.add_option("--startTime",
dest="starttime",
metavar="TIME",
help="set starting time (YYYY-MM-DD:HH:MM:SS)")
parser.add_option("--endTime",
dest="endtime",
metavar="TIME",
help="set ending time (YYYY-MM-DD:HH:MM:SS)")
parser.add_option(
"--ions",
dest="ions",
default=self.ions,
action="store_true",
help="Use Heavy Ion variable list (not used currently!)")
parser.add_option(
"--monp",
dest="monp",
default=self.monp,
action="store_true",
help=
"Use MONP200 rather than COMP200 DB for per-bunch lumi - default: "
+ str(self.monp))
(options, args) = parser.parse_args()
if options.help:
parser.print_help()
sys.exit()
self.verbose = options.verbose
self.ions = options.ions
self.monp = options.monp
# Parse times
if options.starttime != None:
self.startTime = options.starttime
if options.endtime != None:
self.endTime = options.endtime
self.fileName = options.outfile
def findScanData(self):
print 'vdMScanMaker.findScanData() called'
# Based on the (text) starting and ending times, find the available scan entries in COOL
# First, convert time strings to COOL IOV times
self.startTimeIOV = timeVal(self.startTime)
if self.startTimeIOV == None:
print 'OflLumiMaker.findScanData - Error converting start time', self.startTime, '!'
sys.exit()
self.endTimeIOV = timeVal(self.endTime)
if self.endTimeIOV == None:
print 'OflLumiMaker.findScanData - Error converting end time', self.endTime, '!'
sys.exit()
# Load the scan data
self.scanData = CoolDataReader(self.tdaqDB, self.scanFolder)
self.scanData.setIOVRange(self.startTimeIOV, self.endTimeIOV)
if not self.scanData.readData():
print 'OflLumiMaker.findScanData - No scan data found in range', self.startTime, 'to', self.endTime, '!'
sys.exit()
# for obj in self.scanData.data:
# run = obj.payload()['RunLB'] >> 32
# lb = obj.payload()['RunLB'] & 0xFFFFFFFF
# print '%s (%6d/%3d) t=%5.2fs Acq:%5.2f d=%6.3fmm IP:%2d Plane:%2d' % (timeString(obj.since()), run, lb, (obj.until()-obj.since())/1E9, obj.payload()['AcquisitionFlag'], obj.payload()['NominalSeparation'], obj.payload()['ScanningIP'], obj.payload()['ScanInPlane'])
# Load the beam positions
# self.beamData = CoolDataReader(self.tdaqDB, self.beamFolder)
# self.beamData.setIOVRange(self.startTimeIOV, self.endTimeIOV)
# if not self.beamData.readData():
# print 'OflLumiMaker.findScanData - No beam separation data found in range', self.startTime, 'to', self.endTime,'!'
# sys.exit()
# if self.verbose:
# for obj in self.beamData.data:
# run = obj.payload()['RunLB'] >> 32
# lb = obj.payload()['RunLB'] & 0xFFFFFFFF
# print run, lb, obj.payload()['B1_PositionAtIP_H'], obj.payload()['B1_PositionAtIP_V'], obj.payload()['B2_PositionAtIP_H'], obj.payload()['B2_PositionAtIP_V']
# Load the fill parameters
self.fillData = CoolDataReader(self.tdaqDB, self.fillFolder)
self.fillData.setIOVRange(self.startTimeIOV, self.endTimeIOV)
if not self.fillData.readData():
print 'OflLumiMaker.findScanData - No fill parameters data found in range', self.startTime, 'to', self.endTime, '!'
sys.exit()
if self.verbose:
for obj in self.fillData.data:
print obj.payload()['Beam1Bunches'], obj.payload(
)['Beam2Bunches'], obj.payload()['LuminousBunches']
# Load the lbdata parameters
self.lbdataData = CoolDataReader(self.tdaqDB, self.lbdataFolder)
self.lbdataData.setIOVRange(self.startTimeIOV, self.endTimeIOV)
if not self.lbdataData.readData():
print 'OflLumiMaker.findScanData - No LBDATA data found in range', self.startTime, 'to', self.endTime, '!'
sys.exit()
if self.verbose:
for obj in self.lbdataData.data:
print 'LBDATA', obj.channelId(), obj.payload(
)['Beam1Intensity'], obj.payload()['Beam2Intensity']
# Load the BUNCHDATA parameters
if self.monp:
self.bunchData = CoolDataReader(self.tdaqMonpDB, self.bunchFolder)
else:
self.bunchData = CoolDataReader(self.tdaqDB, self.bunchFolder)
self.bunchData.setIOVRange(self.startTimeIOV, self.endTimeIOV)
self.bunchData.setChannelId(1) # 0 = BPTX, 1 = Fast BCT
if not self.bunchData.readData():
print 'OflLumiMaker.findScanData - No BUNCHDATA data found in range', self.startTime, 'to', self.endTime, '!'
sys.exit()
if self.verbose:
for obj in self.bunchData.data:
print 'BUNCHDATA', obj.channelId(), obj.payload(
)['B1BunchAverage'], obj.payload()['B2BunchAverage']
# Load the BUNCHLUMI parameters
if self.monp:
self.bunchLumi = CoolDataReader(self.tdaqMonpDB,
self.bunchLumiFolder)
else:
self.bunchLumi = CoolDataReader(self.tdaqDB, self.bunchLumiFolder)
self.bunchLumi.setIOVRange(self.startTimeIOV, self.endTimeIOV)
if not self.bunchLumi.readData():
print 'OflLumiMaker.findScanData - No BUNCHLUMIS data found in range', self.startTime, 'to', self.endTime, '!'
sys.exit()
if self.verbose:
for obj in self.bunchLumi.data:
print 'BUNCHLUMI', obj.channelId(), obj.payload(
)['AverageRawInstLum']
# Load the luminosity data
self.lumiData = CoolDataReader(self.tdaqDB, self.lumiFolder)
self.lumiData.setIOVRange(self.startTimeIOV, self.endTimeIOV)
if not self.lumiData.readData():
print 'OflLumiMaker.findScanData - No LUMINOSITY data found in range', self.startTime, 'to', self.endTime, '!'
sys.exit()
# Load the Lucid currents
self.pmtReader = CoolDataReader('COOLONL_TDAQ/COMP200',
'/TDAQ/OLC/LUCIDCURRENTS')
self.pmtReader.setIOVRange(self.startTimeIOV, self.endTimeIOV)
self.pmtReader.setChannel([0, 1]) # Load total PMT and fiber currents
if not self.pmtReader.readData():
print 'No PMT current data found in range', self.startTime, 'to', self.endTime, '!'
if self.verbose:
for obj in self.pmtReader.data:
print 'LUCIDCURRENTS', obj.channelId(), obj.payload(
)['CurrentSideA'], obj.payload()['CurrentSideC']
def updateBCIDMask(self, startTime):
if not self.maskObj.isValid(startTime):
self.maskObj.clearValidity()
# Find the proper mask object
maskData = None
for mask in self.fillData.data:
if not mask.since() <= startTime < mask.until(): continue
self.maskObj.setMask(mask)
break
if not self.maskObj.isValid(startTime):
return False
return True
def updateBunchGroup(self, runlb):
if not self.bgObj.isValid(runlb):
self.bgObj.clearValidity()
# Find the proper BG object
for bg in self.bgReader.data:
if not bg.since() <= runlb < bg.until(): continue
self.bgObj.setBG(bg)
break
if not self.bgObj.isValid(runlb):
return False
return True