python.hancoolmod Namespace Reference

Functions
	getLimits (name)
	stringGetResult (file, rootFolder)
	hancool (runNumber=3070, filePath="/afs/cern.ch/user/a/atlasdqm/dqmdisk/han_results/tier0/FDR2/NoStream/", dbConnection="sqlite://;schema=MyCOOL.db;dbname=CONDBR2", isESn=True, stream='', amitag=None)
	detmask_defects (runNumber)
	ctp_defects (d, i, runNumber)
	sct_lowstat_defect (d, i, runNumber)
	sct_conf_defects (d, i, runNumber)
	sct_perlb_defects (d, i, runNumber)
	sct_rod_retraction (d, runNumber, ddb)
	iovs_merge (l)
	sct_eff_defect (d, i, runNumber)
	dqmf_node_defect (node, defect, badstatuses=['Red'])
	hancool_defects (runNumber, filePath="./", dbConnection="", isESn=True, stream='', amitag=None)

Variables
	CWD = os.getcwd()
	defect_val
	defect_iov
	logger = logging.getLogger('hancoolmod')
float	LBlength = 1.0
dict	intervalType

Function Documentation

ctp_defects()

python.hancoolmod.ctp_defects	(		d,
			i,
			runNumber )

Definition at line 128 of file hancoolmod.py.

def ctp_defects(d, i, runNumber):
    mapping = {1: 'TRIG_L1_CTP_CTP_ROD_bcid',
               2: 'TRIG_L1_CTP_bcid',
               3: 'TRIG_L1_CTP_CTP_MuCTPI_bcid',
               4: 'TRIG_L1_CTP_candnumber',
               5: 'TRIG_L1_CTP_multpt',
               6: 'TRIG_L1_CTP_roiNum',
               7: 'TRIG_L1_CTP_roiCand',
               8: 'TRIG_L1_CTP_bcidrange',
               9: 'TRIG_L1_CTP_lumiblockrange',
               10: 'TRIG_L1_CTP_lumiblocktime',
               11: 'TRIG_L1_CTP_nanosectime',
               12: 'TRIG_L1_CTP_TAPnoTBP',
               13: 'TRIG_L1_CTP_TAVnoTAP',
               14: 'TRIG_L1_CTP_CTPsim',
               15: 'TRIG_L1_CTP_incompletefragment',
               # TODO: add missing-orbit bin here, eventually (i.e. 15: 'TRIG_L1_CTP_missingorbit')
               }
 
    rv = []
    when = d.Get('CentralTrigger/ErrorSummary/errorSummaryPerLumiBlock')
    if not when:
        return None
    bad_lbs = {}
    overflow_bad_lbs = {}
    for key in mapping:
        bad_lbs[key] = []
 
    # loop over error bin numbers defined in dict above
    for errorBin in mapping:
        bad_lbs[errorBin] = [bin for bin in range(1, when.GetNbinsX(
        )+1) if when.GetBinContent(bin, errorBin) > 0]  # fix this line, slicing in Y? is that it?
        overflow_bad_lbs[errorBin] = (
            when.GetBinContent(when.GetNbinsX()+1, errorBin) > 0)
 
    message = 'Automatically set'
 
    for defect in mapping:
        for lb in bad_lbs[defect]:
            rv.append(defect_iov(mapping[defect], message, False, lb, lb+1))
        if overflow_bad_lbs[defect]:
            message += '; defect occurred past end of monitoring histogram, marking end of run as bad'
            from . import detmaskmod  # ugly: could happen for more than one defect - should be cheap though
            nlbs = detmaskmod.getNumLumiBlocks(runNumber)
            rv.append(defect_iov(defect, message,
                                 False, when.GetNbinsX(), nlbs+1))
    # print "The following defects were extracted: " # TODO: remove this line?
    # print rv # TODO: remove this line?
    return rv
 
 

detmask_defects()

python.hancoolmod.detmask_defects

(

runNumber

)

Definition at line 112 of file hancoolmod.py.

def detmask_defects(runNumber):
    from . import detmaskmod
    blacks = detmaskmod.decodeBlack(detmaskmod.getRunMask(runNumber),
                                    defects=True)
    nlbs = detmaskmod.getNumLumiBlocks(runNumber)
    toinsert = []
    for defect in blacks:
        toinsert.append(defect_iov(since=1,
                                   until=nlbs+1,
                                   defect=defect,
                                   recoverable=False,
                                   comment='Automatically added by hancool')
        )
    return toinsert
 
        

dqmf_node_defect()

python.hancoolmod.dqmf_node_defect	(		node,
			defect,
			badstatuses = ['Red'] )

Definition at line 348 of file hancoolmod.py.

def dqmf_node_defect(node, defect, badstatuses=['Red']):
    badstatuses = set(badstatuses)
 
    def dqmf_node_defect_core(d, i, runNumber):
        filenode = d.Get(node + '_/Results/Status')
        if not filenode:
            return None
        status = set(x.GetName() for x in filenode.GetListOfKeys())
        if len(badstatuses & status) > 0:
            assert len(
                status) == 1, 'Status must be length one or the file is corrupt'
            return [defect_val(defect, node + ' DQMF color ' + status.pop(), False)]
        else:
            return []
    return dqmf_node_defect_core
 
 

getLimits()

python.hancoolmod.getLimits

(

name

)

Definition at line 47 of file hancoolmod.py.

def getLimits(name):
    try:
        import re
        from . import detmaskmod
        runNumber = re.match(r'run_(\d+)_.*han.root', name).group(1)
        max_hi_limit = detmaskmod.getNumLumiBlocks(int(runNumber))+1
        if (name.find('minutes10_') > -1):
            t = name.split('minutes10_')
            digit = float(((t[len(t)-1]).split('_'))[0])
            low_limit = int((digit-1.0)*10.0/LBlength+1)-1
            hi_limit = int(digit*10.0/LBlength)
        elif (name.find('minutes30_') > -1):
            t = name.split('minutes30_')
            digit = float(((t[len(t)-1]).split('_'))[0])
            low_limit = int((digit-1.0)*30.0/LBlength+1)-1
            hi_limit = int(digit*30.0/LBlength)
        elif 'lowStat_' in name:
            t = name.split('lowStat_LB')[-1]
            t = t.split('_han.root')[0]
            digits = t.split('-')
            low_limit = int(digits[0])
            hi_limit = min(int(digits[1])+1, max_hi_limit)
        elif 'medStat_' in name:
            t = name.split('medStat_LB')[-1]
            t = t.split('_han.root')[0]
            digits = t.split('-')
            low_limit = int(digits[0])
            hi_limit = min(int(digits[1])+1, max_hi_limit)
        else:
            low_limit = 1
            hi_limit = max_hi_limit
    except Exception as e:
        logging.warning('Could not determine limits because: %s', e)
        low_limit = 1
        hi_limit = 4294967295
 
    return (low_limit, hi_limit)
 
# Looks up the result in the HanOutputFile
 
 

hancool()

python.hancoolmod.hancool	(		runNumber = 3070,
			filePath = "/afs/cern.ch/user/a/atlasdqm/dqmdisk/han_results/tier0/FDR2/NoStream/",
			dbConnection = "sqlite://;schema=MyCOOL.db;dbname=CONDBR2",
			isESn = True,
			stream = '',
			amitag = None )

Definition at line 103 of file hancoolmod.py.

            dbConnection="sqlite://;schema=MyCOOL.db;dbname=CONDBR2", isESn=True, stream='', amitag=None):
 
    logger.info('====> Running hancool_defects')
    hancool_defects(runNumber, filePath, dbConnection, isESn, stream, amitag)
    logger.info('<==== Done with hancool_defects')
 
 

hancool_defects()

python.hancoolmod.hancool_defects	(		runNumber,
			filePath = "./",
			dbConnection = "",
			isESn = True,
			stream = '',
			amitag = None )

Definition at line 365 of file hancoolmod.py.

def hancool_defects(runNumber, filePath="./", dbConnection="", isESn=True, stream='', amitag=None):
    from . import pix_defect
    isUPCESn = (amitag is not None and 'x' in amitag and stream == 'UPC')
    analyzers = []
    if isESn:
        # CTP
        analyzers += [ctp_defects]
        # SCT
        analyzers += [sct_eff_defect,
                      sct_lowstat_defect,
                      sct_conf_defects,
                      sct_perlb_defects,
                      ]
    elif isUPCESn:
        # Heavy-ion UPC express: SCT defects only, no CTP or pixel
        analyzers += [sct_eff_defect,
                      sct_lowstat_defect,
                      sct_conf_defects,
                      sct_perlb_defects,
                      ]
 
    if (len(filePath) == 0 or filePath[-1] != '/'):
        filePath += "/"
    if (len(dbConnection) < 1):
        dbConnection = "/afs/cern.ch/user/a/atlasdqm/dqmdisk1/cherrypy-devel/defectstest.db/COMP200"
 
    import ROOT
    # Conflict logic: shorter intervals override longer ones
    defects_by_function = {}
 
    # empty list for missing high stat, reserved for future use
 
    fnames = ([[filePath+"run_"+str(runNumber)+"_han.root"], []]
              + [glob.glob(os.path.join(filePath, 'run_%s%s*_han.root' % (runNumber, intervalType[i]))) for i in [2, 3]])
 
    for i, itype in enumerate(fnames):
        ldefects_by_function = {}
        for globname in itype:
            filename = os.path.basename(globname)
            
            since, until = getLimits(filename)
            default_iov = defect_iov(*([0]*5))
            default_iov = default_iov._replace(since=since, until=until)
            #print filename + ':', since, until
            fobj = ROOT.TFile.Open(globname)
            for func in analyzers:
                rv = func(fobj, i, runNumber)
                if rv is not None:
                    rvt = [default_iov._replace(**(i._asdict())) for i in rv]
                    if func not in ldefects_by_function:
                        ldefects_by_function[func] = rvt
                    else:
                        ldefects_by_function[func] += rvt
        defects_by_function.update(ldefects_by_function)
    defects = sum(defects_by_function.values(), [])
 
    if isESn:
        globname = fnames[0][0]
        filename = os.path.basename(globname)
        since, until = getLimits(filename)
        try:
            defects += pix_defect.execute(runNumber, globname, until-1)
        except Exception as e:
            logging.warning('Unable to execute pixel hancool code')
            logging.warning('--> %s: %s', type(e).__name__, e)
 
    from DQDefects import DefectsDB, DEFECT_IOV
    from DQUtils.sugar import RunLumi
    import json
    ddb = DefectsDB(dbConnection, read_only=False)
    use_flask = 'sqlite' not in dbConnection
    if use_flask:
        secret_path = os.environ.get('COOLFLASK_SECRET', '/afs/cern.ch/user/a/atlasdqm/private/coolflask_secret/coolflask_secret.json')
        auth = json.loads(open(secret_path).read())
    else:
        auth = {}
 
    if isESn:
        logging.info('Running detmask_defects')
        dm_defects = detmask_defects(runNumber)
 
        defectlist = []
        for defect in dm_defects + iovs_merge(defects):
            logger.debug('Working with %s', defect)
            defectlist.append(DEFECT_IOV(RunLumi(runNumber, defect.since),
                                         RunLumi(runNumber, defect.until),
                                         channel=defect.defect,
                                         comment=defect.comment,
                                         present=True,
                                         recoverable=defect.recoverable,
                                         user='sys:hancool'))
        logger.debug('Flask upload')
        ddb.insert_multiple(defectlist, use_flask=use_flask, flask_auth=auth)
 
    elif isUPCESn and defects:
        # Heavy-ion UPC express pass: insert SCT defects collected from analyzers above
        defectlist = [DEFECT_IOV(RunLumi(runNumber, d.since),
                                 RunLumi(runNumber, d.until),
                                 channel=d.defect,
                                 comment=d.comment,
                                 present=True,
                                 recoverable=d.recoverable,
                                 user='sys:hancool')
                      for d in iovs_merge(defects)]
        logger.debug('Flask upload (UPC express SCT defects)')
        ddb.insert_multiple(defectlist, use_flask=use_flask, flask_auth=auth)
 
    elif stream == 'Main' and fnames[0]:
        # physics_Main pass: cross-check previously auto-set SCT_ROD_OUT against
        # physics_Main histogram and retract any LBs that no longer meet the threshold
        fpath = fnames[0][0]
        if not os.path.exists(fpath):
            logger.warning('sct_rod_retraction: file not found: %s', fpath)
        else:
            fobj = ROOT.TFile.Open(fpath)
            try:
                retract_list = sct_rod_retraction(fobj, runNumber, ddb)
                if retract_list:
                    logger.debug('Flask upload (retraction)')
                    ddb.insert_multiple(retract_list, use_flask=use_flask, flask_auth=auth)
            except Exception:
                logger.exception('sct_rod_retraction failed for run %d', runNumber)
            finally:
                fobj.Close()

iovs_merge()

python.hancoolmod.iovs_merge

(

l

)

Definition at line 303 of file hancoolmod.py.

def iovs_merge(l):
    l.sort(key=lambda x: x.since)
    rl = []
    i = 0
    previous = None
    until = -1
    while i < len(l):
        if not previous:
            previous = l[i]
            until = previous.until
        else:
            if l[i].since != until or previous.comment != l[i].comment:
                # we have no more to merge for this range
                rl.append(previous._replace(until=until))
                previous = l[i]
                until = previous.until
            else:
                until = l[i].until
        i += 1
    if previous:
        rl.append(previous._replace(until=until))
    return rl
 
 

sct_conf_defects()

python.hancoolmod.sct_conf_defects	(		d,
			i,
			runNumber )

Definition at line 189 of file hancoolmod.py.

def sct_conf_defects(d, i, runNumber):
    def sct_conf_defects_core(d, i, runNumber, histname, mapping):
        rv = []
        histogram = d.Get(histname)
        if not histogram:
            return None
        for bin in mapping:
            threshold = 40
            if mapping[bin] == 'SCT_MOD_OUT_GT40':
                threshold = 80
            if histogram.GetBinContent(bin) > threshold:
                rv.append(defect_val(
                    mapping[bin], '%.1d modules affected' % histogram.GetBinContent(bin), False))
        return rv
 
    rv1 = sct_conf_defects_core(d, i, runNumber, 'InnerDetector/SCT/Summary/SCTConfOutM',
                                {1: 'SCT_MOD_OUT_GT40'})
    rv2 = sct_conf_defects_core(d, i, runNumber, 'InnerDetector/SCT/Summary/SCTConfNew',
                                {3: 'SCT_MOD_ERR_GT40',
                                 5: 'SCT_MOD_NOISE_GT40'})
    if rv1 is None and rv2 is None:
        return None
    else:
        return (rv1 if rv1 is not None else [])+(rv2 if rv2 is not None else [])
 
 

sct_eff_defect()

python.hancoolmod.sct_eff_defect	(		d,
			i,
			runNumber )

Definition at line 327 of file hancoolmod.py.

def sct_eff_defect(d, i, runNumber):
    h1 = d.Get('InnerDetector/SCT/Summary/SctTotalEffBCID_/Results/Status')
    h2 = d.Get('InnerDetector/SCT/Summary/SctTotalEff_/Results/Status')
    if not h1 or not h2:
        return None
    badstatuses = {'Yellow', 'Red'}
    statuscheck = []
    for h in h1, h2:
        status = set(x.GetName() for x in h.GetListOfKeys())
        if len(badstatuses & status) > 0:
            assert len(
                status) == 1, 'Status must be length one or the file is corrupt'
            statuscheck.append(True)
        else:
            statuscheck.append(False)
    if all(statuscheck):
        return [defect_val('SCT_EFF_LT99', 'Automatically set for whole run', False)]
    else:
        return []
 
 

sct_lowstat_defect()

python.hancoolmod.sct_lowstat_defect	(		d,
			i,
			runNumber )

Definition at line 179 of file hancoolmod.py.

def sct_lowstat_defect(d, i, runNumber):
    histogram = d.Get('InnerDetector/SCT/Summary/tracksPerRegion')
    if not histogram:
        return None
    if histogram.GetEntries() < 200:
        return [defect_val('SCT_GLOBAL_LOWSTAT', 'Low statistics', False)]
    else:
        return []
 
 

sct_perlb_defects()

python.hancoolmod.sct_perlb_defects	(		d,
			i,
			runNumber )

Definition at line 215 of file hancoolmod.py.

def sct_perlb_defects(d, i, runNumber):
    pairs = [('InnerDetector/SCT/Summary/SCT_LinksWithLinkLevelErrorsVsLbs',
              'SCT_PERIOD_ERR_GT40', lambda _: _ > 80),
             ('InnerDetector/SCT/Summary/SCT_LinksWithRODLevelErrorsVsLbs',
              'SCT_ROD_OUT', lambda _: _ >= 1)]
 
    rv = []
    bad_lbs = {}
    overflow_bad_lbs = {}
    message = 'Automatically set'
    foundany = False
 
    for hname, dname, policy in pairs:
        when = d.Get(hname)
        if not when:
            continue
        foundany = True
 
    # extract bad bins
        bad_lbs[dname] = [bin for bin in range(
            1, when.GetNbinsX()+1) if policy(when.GetBinContent(bin))]
        overflow_bad_lbs[dname] = policy(
            when.GetBinContent(when.GetNbinsX()+1))
 
        for lb in bad_lbs[dname]:
            rv.append(defect_iov(dname, message, False, lb, lb+1))
        if overflow_bad_lbs[dname]:
            message += '; defect occurred past end of monitoring histogram, marking end of run as bad'
            from . import detmaskmod  # ugly: could happen for more than one defect - should be cheap though
            nlbs = detmaskmod.getNumLumiBlocks(runNumber)
            rv.append(defect_iov(dname, message,
                                 False, when.GetNbinsX(), nlbs+1))
    if foundany:
        return rv
    else:
        return None
 
 

sct_rod_retraction()

python.hancoolmod.sct_rod_retraction	(		d,
			runNumber,
			ddb )

Definition at line 253 of file hancoolmod.py.

def sct_rod_retraction(d, runNumber, ddb):
    from DQDefects import DEFECT_IOV
    from DQUtils.sugar import RunLumi
 
    histogram = d.Get('InnerDetector/SCT/Summary/SCT_LinksWithRODLevelErrorsVsLbs')
    if not histogram:
        logger.warning('sct_rod_retraction: histogram not found in physics_Main, skipping')
        return []
 
    existing = ddb.retrieve(RunLumi(runNumber, 0), RunLumi(runNumber, 0xFFFFFFFF),
                            channels=['SCT_ROD_OUT'], primary_only=True)
    auto_set = [iov for iov in existing if iov.user == 'sys:hancool' and iov.present]
 
    if not auto_set:
        logger.info('sct_rod_retraction: no auto-set SCT_ROD_OUT found for run %d', runNumber)
        return []
 
    logger.info('sct_rod_retraction: found %d auto-set SCT_ROD_OUT IOV(s) for run %d',
                len(auto_set), runNumber)
 
    # Retract LBs where physics_Main does not satisfy the original assignment policy (>= 1)
    rod_out_policy = lambda _: _ >= 1
    clean_lbs = []
    for iov in auto_set:
        for lb in range(iov.since.lumi, iov.until.lumi):
            if lb > histogram.GetNbinsX():
                logger.warning('sct_rod_retraction: LB %d beyond histogram range, skipping', lb)
                continue
            if not rod_out_policy(histogram.GetBinContent(lb)):
                clean_lbs.append(defect_iov('SCT_ROD_OUT',
                                            'Retracted: no ROD errors in physics_Main',
                                            False, lb, lb + 1))
 
    if not clean_lbs:
        logger.info('sct_rod_retraction: no LBs to retract for run %d', runNumber)
        return []
 
    merged = iovs_merge(clean_lbs)
    logger.info('sct_rod_retraction: retracting %d IOV(s) for run %d', len(merged), runNumber)
 
    return [DEFECT_IOV(RunLumi(runNumber, r.since),
                       RunLumi(runNumber, r.until),
                       channel=r.defect,
                       comment=r.comment,
                       present=False,
                       recoverable=False,
                       user='sys:hancool')
            for r in merged]
 
 

stringGetResult()

python.hancoolmod.stringGetResult	(		file,
			rootFolder )

Definition at line 88 of file hancoolmod.py.

def stringGetResult(file, rootFolder):
    rootFolder = file+":"+rootFolder
    of = dqutils.HanOutputFile(file)
#    result = of.getStatus(rootFolder) #until DataQualityUtils-02-02-00
    result = of.getStringName(rootFolder)
    return result
 
# /afs/cern.ch/user/a/atlasdqm/dqmdisk/han_results/tier0/FDR2/NoStream/run_3070_han.root
 
# path="/afs/cern.ch/user/a/atlasdqm/dqmdisk/han_results/tier0/physics_HLT_Cosmic_AllTeIDSelected/"
# path="/afs/cern.ch/user/a/atlasdqm/dqmdisk/han_results/tier0/FDR2/NoStream/"
 
# -------------------------------------------------------------
 
 

Variable Documentation

CWD

python.hancoolmod.CWD = os.getcwd()

Definition at line 9 of file hancoolmod.py.

defect_iov

python.hancoolmod.defect_iov

Initial value:

=  collections.namedtuple('defect_iov',
                                    'defect, comment, recoverable, since, until')

Definition at line 24 of file hancoolmod.py.

defect_val

python.hancoolmod.defect_val

Initial value:

=  collections.namedtuple('defect_val',
                                    'defect, comment, recoverable')

Definition at line 22 of file hancoolmod.py.

intervalType

dict python.hancoolmod.intervalType

Initial value:

=  {
    0: "_minutes30_",
    1: "_minutes10_",
    2: "_medStat_",
    3: "_lowStat_",
    4: "ERROR"
}

Definition at line 38 of file hancoolmod.py.

LBlength

float python.hancoolmod.LBlength = 1.0

Definition at line 34 of file hancoolmod.py.

logger

python.hancoolmod.logger = logging.getLogger('hancoolmod')

Definition at line 27 of file hancoolmod.py.