def validateCommon(self):
"""Common validation stuff"""
try:
Lexicon.requestName(self.wmspec.name())
except Exception as ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Workflow name validation error: %s" % str(ex))
raise error
if self.initialTask.siteWhitelist():
if isinstance(self.initialTask.siteWhitelist(), basestring):
error = WorkQueueWMSpecError(self.wmspec, 'Invalid site whitelist: Must be tuple/list but is %s' % type(
self.initialTask.siteWhitelist()))
raise error
try:
[Lexicon.cmsname(site) for site in self.initialTask.siteWhitelist()]
except Exception as ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Site whitelist validation error: %s" % str(ex))
raise error
else:
error = WorkQueueWMSpecError(self.wmspec, "Site whitelist validation error: Empty site whitelist")
raise error
if self.initialTask.siteBlacklist():
if isinstance(self.initialTask.siteBlacklist(), basestring):
error = WorkQueueWMSpecError(self.wmspec, 'Invalid site blacklist: Must be tuple/list but is %s' % type(
self.initialTask.siteBlacklist()))
raise error
try:
[Lexicon.cmsname(site) for site in self.initialTask.siteBlacklist()]
except Exception as ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Site blacklist validation error: %s" % str(ex))
raise error
# splitter settings
if self.args.get('SliceSize', 1) <= 0:
error = WorkQueueWMSpecError(self.wmspec, 'Zero or negative SliceSize parameter')
raise error
if self.args.get('SubSliceSize', 1) <= 0:
error = WorkQueueWMSpecError(self.wmspec, 'Zero or negative SubSliceSize parameter')
raise error
# check input dataset is valid
try:
if self.initialTask.getInputDatasetPath():
Lexicon.dataset(self.initialTask.getInputDatasetPath())
except Exception as ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Dataset validation error: %s" % str(ex))
raise error
# if pileup is found, check that they are valid datasets
try:
pileupDatasets = self.wmspec.listPileupDatasets()
for dbsUrl in pileupDatasets:
for dataset in pileupDatasets[dbsUrl]:
Lexicon.dataset(dataset)
except Exception as ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Pileup dataset validation error: %s" % str(ex))
raise error
def validBlocks(self, task, dbs):
"""Return blocks that pass the input data restriction"""
datasetPath = task.getInputDatasetPath()
Lexicon.dataset(datasetPath) # check dataset name
validBlocks = []
locations = None
blockWhiteList = task.inputBlockWhitelist()
blockBlackList = task.inputBlockBlacklist()
runWhiteList = task.inputRunWhitelist()
runBlackList = task.inputRunBlacklist()
for blockName in dbs.listFileBlocks(datasetPath):
block = dbs.getDBSSummaryInfo(datasetPath, block = blockName)
# check block restrictions
if blockWhiteList and block['block'] not in blockWhiteList:
continue
if block['block'] in blockBlackList:
continue
# check run restrictions
if runWhiteList or runBlackList:
# listRuns returns a run number per lumi section
full_lumi_list = dbs.listRuns(block = block['block'])
runs = set(full_lumi_list)
# apply blacklist
runs = runs.difference(runBlackList)
# if whitelist only accept listed runs
if runWhiteList:
runs = runs.intersection(runWhiteList)
# any runs left are ones we will run on, if none ignore block
if not runs:
continue
# recalculate effective size of block
# make a guess for new event/file numbers from ratio
# of accepted lumi sections (otherwise have to pull file info)
accepted_lumis = [x for x in full_lumi_list if x in runs]
ratio_accepted = 1. * len(accepted_lumis) / len(full_lumi_list)
block[self.lumiType] = len(accepted_lumis)
block['NumberOfFiles'] = float(block['NumberOfFiles']) * ratio_accepted
block['NumberOfEvents'] = float(block['NumberOfEvents']) * ratio_accepted
validBlocks.append(block)
if locations is None:
locations = set(sitesFromStorageEelements(dbs.listFileBlockLocation(block['block'])))
else:
locations = locations.intersection(set(sitesFromStorageEelements(dbs.listFileBlockLocation(block['block']))))
# all needed blocks present at these sites
if locations:
self.data[datasetPath] = list(locations)
return validBlocks
def validateCommon(self):
"""Common validation stuff"""
try:
Lexicon.requestName(self.wmspec.name())
except Exception as ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Workflow name validation error: %s" % str(ex))
raise error
if self.initialTask.siteWhitelist():
if isinstance(self.initialTask.siteWhitelist(), basestring):
error = WorkQueueWMSpecError(self.wmspec, 'Invalid site whitelist: Must be tuple/list but is %s' % type(
self.initialTask.siteWhitelist()))
raise error
try:
[Lexicon.cmsname(site) for site in self.initialTask.siteWhitelist()]
except Exception as ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Site whitelist validation error: %s" % str(ex))
raise error
if self.initialTask.siteBlacklist():
if isinstance(self.initialTask.siteBlacklist(), basestring):
error = WorkQueueWMSpecError(self.wmspec, 'Invalid site blacklist: Must be tuple/list but is %s' % type(
self.initialTask.siteBlacklist()))
raise error
try:
[Lexicon.cmsname(site) for site in self.initialTask.siteBlacklist()]
except Exception as ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Site blacklist validation error: %s" % str(ex))
raise error
# splitter settings
if self.args.get('SliceSize', 1) <= 0:
error = WorkQueueWMSpecError(self.wmspec, 'Zero or negative SliceSize parameter')
raise error
if self.args.get('SubSliceSize', 1) <= 0:
error = WorkQueueWMSpecError(self.wmspec, 'Zero or negative SubSliceSize parameter')
raise error
# check input dataset is valid
try:
if self.initialTask.getInputDatasetPath():
Lexicon.dataset(self.initialTask.getInputDatasetPath())
except Exception as ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Dataset validation error: %s" % str(ex))
raise error
# if pileup is found, check that they are valid datasets
try:
pileupDatasets = self.wmspec.listPileupDatasets()
for dbsUrl in pileupDatasets:
for dataset in pileupDatasets[dbsUrl]:
Lexicon.dataset(dataset)
except Exception as ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Pileup dataset validation error: %s" % str(ex))
raise error
def validBlocks(self, task, dbs):
"""Return blocks that pass the input data restriction"""
datasetPath = task.getInputDatasetPath()
Lexicon.dataset(datasetPath) # check dataset name
validBlocks = []
locations = None
blockWhiteList = task.inputBlockWhitelist()
blockBlackList = task.inputBlockBlacklist()
runWhiteList = task.inputRunWhitelist()
runBlackList = task.inputRunBlacklist()
lumiMask = task.getLumiMask()
if lumiMask:
maskedBlocks = self.getMaskedBlocks(task, dbs, datasetPath)
for blockName in dbs.listFileBlocks(datasetPath):
# check block restrictions
if blockWhiteList and blockName not in blockWhiteList:
continue
if blockName in blockBlackList:
continue
blockSummary = dbs.getDBSSummaryInfo(block=blockName)
if int(blockSummary.get('NumberOfFiles', 0)) == 0:
logging.warning("Block %s being rejected for lack of valid files to process", blockName)
self.badWork.append(blockName)
continue
if self.args['SliceType'] == 'NumberOfRuns':
blockSummary['NumberOfRuns'] = dbs.listRuns(block=blockName)
# check lumi restrictions
if lumiMask:
if blockName not in maskedBlocks:
logging.warning("Block %s doesn't pass the lumi mask constraints", blockName)
self.rejectedWork.append(blockName)
continue
acceptedLumiCount = sum([len(maskedBlocks[blockName][lfn].getLumis()) for lfn in maskedBlocks[blockName]])
ratioAccepted = 1. * acceptedLumiCount / float(blockSummary['NumberOfLumis'])
maskedRuns = [maskedBlocks[blockName][lfn].getRuns() for lfn in maskedBlocks[blockName]]
acceptedRuns = set(lumiMask.getRuns()).intersection(set().union(*maskedRuns))
blockSummary['NumberOfFiles'] = len(maskedBlocks[blockName])
blockSummary['NumberOfEvents'] = float(blockSummary['NumberOfEvents']) * ratioAccepted
blockSummary[self.lumiType] = acceptedLumiCount
blockSummary['NumberOfRuns'] = acceptedRuns
# check run restrictions
elif runWhiteList or runBlackList:
runs = set(dbs.listRuns(block=blockName))
# multi run blocks need special account, requires more DBS calls
recalculateLumiCounts = True if len(runs) > 1 else False
# apply blacklist and whitelist
runs = runs.difference(runBlackList)
if runWhiteList:
runs = runs.intersection(runWhiteList)
# any runs left are ones we will run on, if none ignore block
if not runs:
logging.warning("Block %s doesn't pass the runs constraints", blockName)
self.rejectedWork.append(blockName)
continue
if recalculateLumiCounts:
# Recalculate the number of files, lumis and ~events accepted
acceptedLumiCount = 0
acceptedEventCount = 0
acceptedFileCount = 0
fileInfo = dbs.listFilesInBlock(fileBlockName=blockName)
for fileEntry in fileInfo:
acceptedFile = False
for lumiInfo in fileEntry['LumiList']:
if lumiInfo['RunNumber'] in runs:
acceptedFile = True
acceptedLumiCount += len(lumiInfo['LumiSectionNumber'])
if acceptedFile:
acceptedFileCount += 1
acceptedEventCount += fileEntry['NumberOfEvents']
else:
acceptedLumiCount = blockSummary["NumberOfLumis"]
acceptedFileCount = blockSummary['NumberOfFiles']
acceptedEventCount = blockSummary['NumberOfEvents']
blockSummary[self.lumiType] = acceptedLumiCount
blockSummary['NumberOfFiles'] = acceptedFileCount
blockSummary['NumberOfEvents'] = acceptedEventCount
blockSummary['NumberOfRuns'] = runs
validBlocks.append(blockSummary)
if locations is None:
locations = set(dbs.listFileBlockLocation(blockName))
else:
locations = locations.intersection(dbs.listFileBlockLocation(blockName))
# all needed blocks present at these sites
if task.getTrustSitelists().get('trustlists'):
siteWhitelist = task.siteWhitelist()
siteBlacklist = task.siteBlacklist()
self.sites = makeLocationsList(siteWhitelist, siteBlacklist)
self.data[datasetPath] = self.sites
elif locations:
self.data[datasetPath] = list(set(self.cric.PNNstoPSNs(locations)))
return validBlocks
def validBlocks(self, task, dbs):
"""Return blocks that pass the input data restriction"""
datasetPath = task.getInputDatasetPath()
validBlocks = []
blockWhiteList = task.inputBlockWhitelist()
blockBlackList = task.inputBlockBlacklist()
runWhiteList = task.inputRunWhitelist()
runBlackList = task.inputRunBlacklist()
if task.getLumiMask(): # if we have a lumi mask get only the relevant blocks
maskedBlocks = self.getMaskedBlocks(task, dbs, datasetPath)
if task.getTrustSitelists().get('trustlists'):
siteWhitelist = task.siteWhitelist()
siteBlacklist = task.siteBlacklist()
self.sites = makeLocationsList(siteWhitelist, siteBlacklist)
blocks = []
# Take data inputs or from spec
if not self.data:
if blockWhiteList:
self.data = dict((block, []) for block in blockWhiteList)
else:
self.data = {datasetPath: []} # same structure as in WorkQueueElement
for data in self.data:
if data.find('#') > -1:
Lexicon.block(data) # check block name
datasetPath = str(data.split('#')[0])
blocks.append(str(data))
else:
Lexicon.dataset(data) # check dataset name
for block in dbs.listFileBlocks(data, onlyClosedBlocks=True):
blocks.append(str(block))
for blockName in blocks:
# check block restrictions
if blockWhiteList and blockName not in blockWhiteList:
continue
if blockName in blockBlackList:
continue
if blockName in self.blockBlackListModifier:
# Don't duplicate blocks rejected before or blocks that were included and therefore are now in the blacklist
continue
if task.getLumiMask() and blockName not in maskedBlocks:
self.rejectedWork.append(blockName)
continue
block = dbs.getDBSSummaryInfo(datasetPath, block=blockName)
# blocks with 0 valid files should be ignored
# - ideally they would be deleted but dbs can't delete blocks
if not block['NumberOfFiles'] or block['NumberOfFiles'] == '0':
self.rejectedWork.append(blockName)
continue
# check lumi restrictions
if task.getLumiMask():
accepted_lumis = sum([len(maskedBlocks[blockName][lfn].getLumis()) for lfn in maskedBlocks[blockName]])
# use the information given from getMaskedBlocks to compute che size of the block
block['NumberOfFiles'] = len(maskedBlocks[blockName])
# ratio = lumis which are ok in the block / total num lumis
ratioAccepted = accepted_lumis / block['NumberOfLumis']
block['NumberOfEvents'] = block['NumberOfEvents'] * ratioAccepted
block[self.lumiType] = accepted_lumis
# check run restrictions
elif runWhiteList or runBlackList:
# listRunLumis returns a dictionary with the lumi sections per run
runLumis = dbs.listRunLumis(block=block['block'])
runs = set(runLumis.keys())
recalculateLumiCounts = False
if len(runs) > 1:
# If more than one run in the block
# Then we must calculate the lumi counts after filtering the run list
# This has to be done rarely and requires calling DBS file information
recalculateLumiCounts = True
# apply blacklist
runs = runs.difference(runBlackList)
# if whitelist only accept listed runs
if runWhiteList:
runs = runs.intersection(runWhiteList)
# any runs left are ones we will run on, if none ignore block
if not runs:
self.rejectedWork.append(blockName)
continue
if len(runs) == len(runLumis):
# If there is no change in the runs, then we can skip recalculating lumi counts
recalculateLumiCounts = False
if recalculateLumiCounts:
# Recalculate effective size of block
# We pull out file info, since we don't do this often
acceptedLumiCount = 0
acceptedEventCount = 0
acceptedFileCount = 0
fileInfo = dbs.listFilesInBlock(fileBlockName=block['block'])
for fileEntry in fileInfo:
acceptedFile = False
acceptedFileLumiCount = 0
for lumiInfo in fileEntry['LumiList']:
runNumber = lumiInfo['RunNumber']
if runNumber in runs:
acceptedFile = True
acceptedFileLumiCount += 1
acceptedLumiCount += len(lumiInfo['LumiSectionNumber'])
if acceptedFile:
acceptedFileCount += 1
if len(fileEntry['LumiList']) != acceptedFileLumiCount:
acceptedEventCount += acceptedFileLumiCount * fileEntry['NumberOfEvents'] / len(fileEntry['LumiList'])
else:
acceptedEventCount += fileEntry['NumberOfEvents']
block[self.lumiType] = acceptedLumiCount
block['NumberOfFiles'] = acceptedFileCount
block['NumberOfEvents'] = acceptedEventCount
# save locations
if task.getTrustSitelists().get('trustlists'):
self.data[block['block']] = self.sites
else:
self.data[block['block']] = self.siteDB.PNNstoPSNs(dbs.listFileBlockLocation(block['block']))
# TODO: need to decide what to do when location is no find.
# There could be case for network problem (no connection to dbs, phedex)
# or DBS se is not recorded (This will be retried anyway by location mapper)
if not self.data[block['block']]:
self.data[block['block']] = ["NoInitialSite"]
# # No sites for this block, move it to rejected
# self.rejectedWork.append(blockName)
# continue
validBlocks.append(block)
return validBlocks
def validBlocks(self, task, dbs):
"""Return blocks that pass the input data restriction"""
datasetPath = task.getInputDatasetPath()
validBlocks = []
blockWhiteList = task.inputBlockWhitelist()
blockBlackList = task.inputBlockBlacklist()
runWhiteList = task.inputRunWhitelist()
runBlackList = task.inputRunBlacklist()
if task.getLumiMask(
): # if we have a lumi mask get only the relevant blocks
maskedBlocks = self.getMaskedBlocks(task, dbs, datasetPath)
if task.getTrustSitelists().get('trustlists'):
siteWhitelist = task.siteWhitelist()
siteBlacklist = task.siteBlacklist()
self.sites = makeLocationsList(siteWhitelist, siteBlacklist)
blocks = []
# Take data inputs or from spec
if not self.data:
if blockWhiteList:
self.data = dict((block, []) for block in blockWhiteList)
else:
self.data = {
datasetPath: []
} # same structure as in WorkQueueElement
for data in self.data:
if data.find('#') > -1:
Lexicon.block(data) # check block name
datasetPath = str(data.split('#')[0])
blocks.append(str(data))
else:
Lexicon.dataset(data) # check dataset name
for block in dbs.listFileBlocks(data, onlyClosedBlocks=True):
blocks.append(str(block))
for blockName in blocks:
# check block restrictions
if blockWhiteList and blockName not in blockWhiteList:
continue
if blockName in blockBlackList:
continue
if blockName in self.blockBlackListModifier:
# Don't duplicate blocks rejected before or blocks that were included and therefore are now in the blacklist
continue
if task.getLumiMask() and blockName not in maskedBlocks:
self.rejectedWork.append(blockName)
continue
block = dbs.getDBSSummaryInfo(datasetPath, block=blockName)
# blocks with 0 valid files should be ignored
# - ideally they would be deleted but dbs can't delete blocks
if not block['NumberOfFiles'] or block['NumberOfFiles'] == '0':
self.rejectedWork.append(blockName)
continue
# check lumi restrictions
if task.getLumiMask():
accepted_lumis = sum([
len(maskedBlocks[blockName][lfn].getLumis())
for lfn in maskedBlocks[blockName]
])
# use the information given from getMaskedBlocks to compute che size of the block
block['NumberOfFiles'] = len(maskedBlocks[blockName])
# ratio = lumis which are ok in the block / total num lumis
ratioAccepted = 1. * accepted_lumis / float(
block['NumberOfLumis'])
block['NumberOfEvents'] = float(
block['NumberOfEvents']) * ratioAccepted
block[self.lumiType] = accepted_lumis
# check run restrictions
elif runWhiteList or runBlackList:
# listRunLumis returns a dictionary with the lumi sections per run
runLumis = dbs.listRunLumis(block=block['block'])
runs = set(runLumis.keys())
recalculateLumiCounts = False
if len(runs) > 1:
# If more than one run in the block
# Then we must calculate the lumi counts after filtering the run list
# This has to be done rarely and requires calling DBS file information
recalculateLumiCounts = True
# apply blacklist
runs = runs.difference(runBlackList)
# if whitelist only accept listed runs
if runWhiteList:
runs = runs.intersection(runWhiteList)
# any runs left are ones we will run on, if none ignore block
if not runs:
self.rejectedWork.append(blockName)
continue
if len(runs) == len(runLumis):
# If there is no change in the runs, then we can skip recalculating lumi counts
recalculateLumiCounts = False
if recalculateLumiCounts:
# Recalculate effective size of block
# We pull out file info, since we don't do this often
acceptedLumiCount = 0
acceptedEventCount = 0
acceptedFileCount = 0
fileInfo = dbs.listFilesInBlock(
fileBlockName=block['block'])
for fileEntry in fileInfo:
acceptedFile = False
acceptedFileLumiCount = 0
for lumiInfo in fileEntry['LumiList']:
runNumber = lumiInfo['RunNumber']
if runNumber in runs:
acceptedFile = True
acceptedFileLumiCount += 1
acceptedLumiCount += len(
lumiInfo['LumiSectionNumber'])
if acceptedFile:
acceptedFileCount += 1
if len(fileEntry['LumiList']
) != acceptedFileLumiCount:
acceptedEventCount += float(acceptedFileLumiCount) * fileEntry['NumberOfEvents'] \
/ len(fileEntry['LumiList'])
else:
acceptedEventCount += fileEntry[
'NumberOfEvents']
block[self.lumiType] = acceptedLumiCount
block['NumberOfFiles'] = acceptedFileCount
block['NumberOfEvents'] = acceptedEventCount
# save locations
if task.getTrustSitelists().get('trustlists'):
self.data[block['block']] = self.sites
else:
self.data[block['block']] = self.siteDB.PNNstoPSNs(
dbs.listFileBlockLocation(block['block']))
# TODO: need to decide what to do when location is no find.
# There could be case for network problem (no connection to dbs, phedex)
# or DBS se is not recorded (This will be retried anyway by location mapper)
if not self.data[block['block']]:
self.data[block['block']] = ["NoInitialSite"]
# # No sites for this block, move it to rejected
# self.rejectedWork.append(blockName)
# continue
validBlocks.append(block)
return validBlocks
def validBlocks(self, task, dbs):
"""Return blocks that pass the input data restriction"""
datasetPath = task.getInputDatasetPath()
Lexicon.dataset(datasetPath) # check dataset name
validBlocks = []
locations = None
blockWhiteList = task.inputBlockWhitelist()
blockBlackList = task.inputBlockBlacklist()
runWhiteList = task.inputRunWhitelist()
runBlackList = task.inputRunBlacklist()
if task.getTrustSitelists():
siteWhitelist = task.siteWhitelist()
siteBlacklist = task.siteBlacklist()
self.sites = makeLocationsList(siteWhitelist, siteBlacklist)
for blockName in dbs.listFileBlocks(datasetPath):
block = dbs.getDBSSummaryInfo(datasetPath, block=blockName)
# check block restrictions
if blockWhiteList and block['block'] not in blockWhiteList:
continue
if block['block'] in blockBlackList:
continue
# check run restrictions
if runWhiteList or runBlackList:
# listRunLumis returns a dictionary with the lumi sections per run
runLumis = dbs.listRunLumis(block=block['block'])
runs = set(runLumis.keys())
recalculateLumiCounts = False
if len(runs) > 1:
# If more than one run in the block
# Then we must calculate the lumi counts after filtering the run list
# This has to be done rarely and requires calling DBS file information
recalculateLumiCounts = True
# apply blacklist
runs = runs.difference(runBlackList)
# if whitelist only accept listed runs
if runWhiteList:
runs = runs.intersection(runWhiteList)
# any runs left are ones we will run on, if none ignore block
if not runs:
continue
if recalculateLumiCounts:
# get correct lumi count
# Recalculate effective size of block
# We pull out file info, since we don't do this often
acceptedLumiCount = 0
acceptedEventCount = 0
acceptedFileCount = 0
fileInfo = dbs.listFilesInBlock(
fileBlockName=block['block'])
for fileEntry in fileInfo:
acceptedFile = False
acceptedFileLumiCount = 0
for lumiInfo in fileEntry['LumiList']:
runNumber = lumiInfo['RunNumber']
if runNumber in runs:
acceptedFile = True
acceptedFileLumiCount += 1
if acceptedFile:
acceptedFileCount += 1
acceptedLumiCount += acceptedFileLumiCount
if len(fileEntry['LumiList']
) != acceptedFileLumiCount:
acceptedEventCount += float(
acceptedFileLumiCount
) * fileEntry['NumberOfEvents'] / len(
fileEntry['LumiList'])
else:
acceptedEventCount += fileEntry[
'NumberOfEvents']
else:
acceptedLumiCount = block["NumberOfLumis"]
acceptedFileCount = block['NumberOfFiles']
acceptedEventCount = block['NumberOfEvents']
# recalculate effective size of block
# make a guess for new event/file numbers from ratio
# of accepted lumi sections (otherwise have to pull file info)
block[self.lumiType] = acceptedLumiCount
block['NumberOfFiles'] = acceptedFileCount
block['NumberOfEvents'] = acceptedEventCount
validBlocks.append(block)
if locations is None:
locations = set(dbs.listFileBlockLocation(block['block']))
else:
locations = locations.intersection(
dbs.listFileBlockLocation(block['block']))
# all needed blocks present at these sites
if self.wmspec.getTrustLocationFlag():
self.data[datasetPath] = self.sites
elif locations:
self.data[datasetPath] = list(
set(self.siteDB.PNNstoPSNs(locations)))
return validBlocks
def validBlocks(self, task, dbs):
"""Return blocks that pass the input data restriction"""
datasetPath = task.getInputDatasetPath()
validBlocks = []
blockWhiteList = task.inputBlockWhitelist()
blockBlackList = task.inputBlockBlacklist()
runWhiteList = task.inputRunWhitelist()
runBlackList = task.inputRunBlacklist()
if task.getLumiMask(): #if we have a lumi mask get only the relevant blocks
maskedBlocks = self.getMaskedBlocks(task, dbs, datasetPath)
if task.inputLocationFlag():
# Then get the locations from the site whitelist/blacklist + SiteDB
siteWhitelist = task.siteWhitelist()
siteBlacklist = task.siteBlacklist()
if siteWhitelist:
# Just get the ses matching the whitelists
self.sites = siteWhitelist
elif siteBlacklist:
# Get all CMS sites less the blacklist
allSites = cmsSiteNames()
self.sites = list(set(allSites) - set (siteBlacklist))
else:
# Run at any CMS site
self.sites = cmsSiteNames()
blocks = []
# Take data inputs or from spec
if not self.data:
if blockWhiteList:
self.data = dict((block, []) for block in blockWhiteList)
else:
self.data = {datasetPath : []} # same structure as in WorkQueueElement
for data in self.data:
if data.find('#') > -1:
Lexicon.block(data) # check block name
datasetPath = str(data.split('#')[0])
blocks.append(str(data))
else:
Lexicon.dataset(data) # check dataset name
for block in dbs.listFileBlocks(data):
blocks.append(str(block))
for blockName in blocks:
# check block restrictions
if blockWhiteList and blockName not in blockWhiteList:
continue
if blockName in blockBlackList:
continue
if task.getLumiMask() and blockName not in maskedBlocks:
continue
block = dbs.getDBSSummaryInfo(datasetPath, block = blockName)
# blocks with 0 valid files should be ignored
# - ideally they would be deleted but dbs can't delete blocks
if not block['NumberOfFiles'] or block['NumberOfFiles'] == '0':
continue
#check lumi restrictions
if task.getLumiMask():
accepted_lumis = sum( [ len(maskedBlocks[blockName][file]) for file in maskedBlocks[blockName] ] )
#use the information given from getMaskedBlocks to compute che size of the block
block['NumberOfFiles'] = len(maskedBlocks[blockName])
#ratio = lumis which are ok in the block / total num lumis
ratioAccepted = 1. * accepted_lumis / float(block['NumberOfLumis'])
block['NumberOfEvents'] = float(block['NumberOfEvents']) * ratioAccepted
block[self.lumiType] = accepted_lumis
# check run restrictions
elif runWhiteList or runBlackList:
# listRunLumis returns a dictionary with the lumi sections per run
runLumis = dbs.listRunLumis(block = block['block'])
runs = set(runLumis.keys())
recalculateLumiCounts = False
if len(runs) > 1:
# If more than one run in the block
# Then we must calculate the lumi counts after filtering the run list
# This has to be done rarely and requires calling DBS file information
recalculateLumiCounts = True
# apply blacklist
runs = runs.difference(runBlackList)
# if whitelist only accept listed runs
if runWhiteList:
runs = runs.intersection(runWhiteList)
# any runs left are ones we will run on, if none ignore block
if not runs:
continue
if len(runs) == len(runLumis):
# If there is no change in the runs, then we can skip recalculating lumi counts
recalculateLumiCounts = False
if recalculateLumiCounts:
# Recalculate effective size of block
# We pull out file info, since we don't do this often
acceptedLumiCount = 0
acceptedEventCount = 0
acceptedFileCount = 0
fileInfo = dbs.listFilesInBlock(fileBlockName = block['block'])
for fileEntry in fileInfo:
acceptedFile = False
acceptedFileLumiCount = 0
for lumiInfo in fileEntry['LumiList']:
runNumber = lumiInfo['RunNumber']
if runNumber in runs:
acceptedFile = True
acceptedFileLumiCount += 1
if acceptedFile:
acceptedFileCount += 1
acceptedLumiCount += acceptedFileLumiCount
if len(fileEntry['LumiList']) != acceptedFileLumiCount:
acceptedEventCount += float(acceptedFileLumiCount) * fileEntry['NumberOfEvents']/len(fileEntry['LumiList'])
else:
acceptedEventCount += fileEntry['NumberOfEvents']
block[self.lumiType] = acceptedLumiCount
block['NumberOfFiles'] = acceptedFileCount
block['NumberOfEvents'] = acceptedEventCount
# save locations
if task.inputLocationFlag():
self.data[block['block']] = self.sites
else:
self.data[block['block']] = sitesFromStorageEelements(dbs.listFileBlockLocation(block['block']))
validBlocks.append(block)
return validBlocks
except Exception, ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Site blacklist validation error: %s" % str(ex))
raise error
# splitter settings
if self.args.get('SliceSize', 1) <= 0:
error = WorkQueueWMSpecError(self.wmspec, 'Zero or negative SliceSize parameter')
raise error
if self.args.get('SubSliceSize', 1) <= 0:
error = WorkQueueWMSpecError(self.wmspec, 'Zero or negative SubSliceSize parameter')
raise error
# check input dataset is valid
try:
if self.initialTask.getInputDatasetPath():
Lexicon.dataset(self.initialTask.getInputDatasetPath())
except Exception, ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Dataset validation error: %s" % str(ex))
raise error
# if pileup is found, check that they are valid datasets
try:
pileupDatasets = self.wmspec.listPileupDatasets()
for dbsUrl in pileupDatasets:
for dataset in pileupDatasets[dbsUrl]:
Lexicon.dataset(dataset)
except Exception, ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(self.wmspec, "Pileup dataset validation error: %s" % str(ex))
raise error
def newQueueElement(self, **args):
def validBlocks(self, task, dbs):
"""Return blocks that pass the input data restriction"""
datasetPath = task.getInputDatasetPath()
Lexicon.dataset(datasetPath) # check dataset name
validBlocks = []
locations = None
blockWhiteList = task.inputBlockWhitelist()
blockBlackList = task.inputBlockBlacklist()
runWhiteList = task.inputRunWhitelist()
runBlackList = task.inputRunBlacklist()
for blockName in dbs.listFileBlocks(datasetPath):
block = dbs.getDBSSummaryInfo(datasetPath, block=blockName)
# check block restrictions
if blockWhiteList and block['block'] not in blockWhiteList:
continue
if block['block'] in blockBlackList:
continue
# check run restrictions
if runWhiteList or runBlackList:
# listRunLumis returns a dictionary with the lumi sections per run
runLumis = dbs.listRunLumis(block=block['block'])
runs = set(runLumis.keys())
# apply blacklist
runs = runs.difference(runBlackList)
# if whitelist only accept listed runs
if runWhiteList:
runs = runs.intersection(runWhiteList)
# any runs left are ones we will run on, if none ignore block
if not runs:
continue
# recalculate effective size of block
# make a guess for new event/file numbers from ratio
# of accepted lumi sections (otherwise have to pull file info)
acceptedLumiCount = 0
fullLumiCount = 0
acceptedLumiCount = 0
fullLumiCount = 0
for run in runLumis:
if run in runs:
acceptedLumiCount += runLumis[run]
fullLumiCount += runLumis[run]
ratioAccepted = float(acceptedLumiCount) / fullLumiCount
block[self.lumiType] = acceptedLumiCount
block['NumberOfFiles'] = int(
float(block['NumberOfFiles']) * ratioAccepted)
block['NumberOfEvents'] = int(
float(block['NumberOfEvents']) * ratioAccepted)
validBlocks.append(block)
if locations is None:
locations = set(
sitesFromStorageEelements(
dbs.listFileBlockLocation(block['block'])))
else:
locations = locations.intersection(
set(
sitesFromStorageEelements(
dbs.listFileBlockLocation(block['block']))))
# all needed blocks present at these sites
if locations:
self.data[datasetPath] = list(locations)
return validBlocks
def validBlocks(self, task, dbs):
"""Return blocks that pass the input data restriction"""
datasetPath = task.getInputDatasetPath()
Lexicon.dataset(datasetPath) # check dataset name
validBlocks = []
locations = None
blockWhiteList = task.inputBlockWhitelist()
blockBlackList = task.inputBlockBlacklist()
runWhiteList = task.inputRunWhitelist()
runBlackList = task.inputRunBlacklist()
siteWhiteList = task.siteWhitelist()
for blockName in dbs.listFileBlocks(datasetPath):
block = dbs.getDBSSummaryInfo(datasetPath, block = blockName)
# check block restrictions
if blockWhiteList and block['block'] not in blockWhiteList:
continue
if block['block'] in blockBlackList:
continue
# check run restrictions
if runWhiteList or runBlackList:
# listRunLumis returns a dictionary with the lumi sections per run
runLumis = dbs.listRunLumis(block = block['block'])
runs = set(runLumis.keys())
recalculateLumiCounts = False
if len(runs) > 1:
# If more than one run in the block
# Then we must calculate the lumi counts after filtering the run list
# This has to be done rarely and requires calling DBS file information
recalculateLumiCounts = True
# apply blacklist
runs = runs.difference(runBlackList)
# if whitelist only accept listed runs
if runWhiteList:
runs = runs.intersection(runWhiteList)
# any runs left are ones we will run on, if none ignore block
if not runs:
continue
if recalculateLumiCounts:
# get correct lumi count
# Recalculate effective size of block
# We pull out file info, since we don't do this often
acceptedLumiCount = 0
acceptedEventCount = 0
acceptedFileCount = 0
fileInfo = dbs.listFilesInBlock(fileBlockName = block['block'])
for fileEntry in fileInfo:
acceptedFile = False
acceptedFileLumiCount = 0
for lumiInfo in fileEntry['LumiList']:
runNumber = lumiInfo['RunNumber']
if runNumber in runs:
acceptedFile = True
acceptedFileLumiCount += 1
if acceptedFile:
acceptedFileCount += 1
acceptedLumiCount += acceptedFileLumiCount
if len(fileEntry['LumiList']) != acceptedFileLumiCount:
acceptedEventCount += float(acceptedFileLumiCount) * fileEntry['NumberOfEvents']/len(fileEntry['LumiList'])
else:
acceptedEventCount += fileEntry['NumberOfEvents']
else:
acceptedLumiCount = block["NumberOfLumis"]
acceptedFileCount = block['NumberOfFiles']
acceptedEventCount = block['NumberOfEvents']
# recalculate effective size of block
# make a guess for new event/file numbers from ratio
# of accepted lumi sections (otherwise have to pull file info)
fullLumiCount = block["NumberOfLumis"]
block[self.lumiType] = acceptedLumiCount
block['NumberOfFiles'] = acceptedFileCount
block['NumberOfEvents'] = acceptedEventCount
validBlocks.append(block)
if locations is None:
locations = set(sitesFromStorageEelements(dbs.listFileBlockLocation(block['block'])))
else:
locations = locations.intersection(set(sitesFromStorageEelements(dbs.listFileBlockLocation(block['block']))))
if self.wmspec.locationDataSourceFlag():
locations = locations.union(siteWhiteList)
# all needed blocks present at these sites
if locations:
self.data[datasetPath] = list(locations)
return validBlocks
raise error
# splitter settings
if self.args.get('SliceSize', 1) <= 0:
error = WorkQueueWMSpecError(
self.wmspec, 'Zero or negative SliceSize parameter')
raise error
if self.args.get('SubSliceSize', 1) <= 0:
error = WorkQueueWMSpecError(
self.wmspec, 'Zero or negative SubSliceSize parameter')
raise error
# check input dataset is valid
try:
if self.initialTask.getInputDatasetPath():
Lexicon.dataset(self.initialTask.getInputDatasetPath())
except Exception, ex: # can throw many errors e.g. AttributeError, AssertionError etc.
error = WorkQueueWMSpecError(
self.wmspec, "Dataset validation error: %s" % str(ex))
raise error
def newQueueElement(self, **args):
args.setdefault('Status', 'Available')
args.setdefault('WMSpec', self.wmspec)
args.setdefault('Task', self.initialTask)
args.setdefault('RequestName', self.wmspec.name())
args.setdefault('TaskName', self.initialTask.name())
args.setdefault('Dbs', self.initialTask.dbsUrl())
args.setdefault('SiteWhitelist', self.initialTask.siteWhitelist())
args.setdefault('SiteBlacklist', self.initialTask.siteBlacklist())
args.setdefault('EndPolicy', self.wmspec.endPolicyParameters())
def validBlocks(self, task, dbs):
"""Return blocks that pass the input data restriction"""
datasetPath = task.getInputDatasetPath()
validBlocks = []
blockWhiteList = task.inputBlockWhitelist()
blockBlackList = task.inputBlockBlacklist()
runWhiteList = task.inputRunWhitelist()
runBlackList = task.inputRunBlacklist()
if task.getLumiMask(): #if we have a lumi mask get only the relevant blocks
maskedBlocks = self.getMaskedBlocks(task, dbs, datasetPath)
blocks = []
# Take data inputs or from spec
if not self.data:
if blockWhiteList:
self.data = dict((block, []) for block in blockWhiteList)
else:
self.data = {datasetPath : []} # same structure as in WorkQueueElement
for data in self.data:
if data.find('#') > -1:
Lexicon.block(data) # check block name
datasetPath = str(data.split('#')[0])
blocks.append(str(data))
else:
Lexicon.dataset(data) # check dataset name
for block in dbs.listFileBlocks(data):
blocks.append(str(block))
for blockName in blocks:
# check block restrictions
if blockWhiteList and blockName not in blockWhiteList:
continue
if blockName in blockBlackList:
continue
if task.getLumiMask() and blockName not in maskedBlocks:
continue
block = dbs.getDBSSummaryInfo(datasetPath, block = blockName)
# blocks with 0 valid files should be ignored
# - ideally they would be deleted but dbs can't delete blocks
if not block['NumberOfFiles'] or block['NumberOfFiles'] == '0':
continue
#check lumi restrictions
if task.getLumiMask():
accepted_lumis = sum( [ len(maskedBlocks[blockName][file]) for file in maskedBlocks[blockName] ] )
#use the information given from getMaskedBlocks to compute che size of the block
block['NumberOfFiles'] = len(maskedBlocks[blockName])
#ratio = lumis which are ok in the block / total num lumis
ratio_accepted = 1. * accepted_lumis / float(block['NumberOfLumis'])
block['NumberOfEvents'] = float(block['NumberOfEvents']) * ratio_accepted
block[self.lumiType] = accepted_lumis
# check run restrictions
elif runWhiteList or runBlackList:
# listRuns returns a run number per lumi section
full_lumi_list = dbs.listRuns(block = block['block'])
runs = set(full_lumi_list)
# apply blacklist
runs = runs.difference(runBlackList)
# if whitelist only accept listed runs
if runWhiteList:
runs = runs.intersection(runWhiteList)
# any runs left are ones we will run on, if none ignore block
if not runs:
continue
# recalculate effective size of block
# make a guess for new event/file numbers from ratio
# of accepted lumi sections (otherwise have to pull file info)
accepted_lumis = [x for x in full_lumi_list if x in runs]
ratio_accepted = 1. * len(accepted_lumis) / len(full_lumi_list)
block[self.lumiType] = len(accepted_lumis)
block['NumberOfFiles'] = float(block['NumberOfFiles']) * ratio_accepted
block['NumberOfEvents'] = float(block['NumberOfEvents']) * ratio_accepted
# save locations
self.data[block['block']] = sitesFromStorageEelements(dbs.listFileBlockLocation(block['block']))
validBlocks.append(block)
return validBlocks
def validBlocks(self, task, dbs):
"""Return blocks that pass the input data restriction"""
datasetPath = task.getInputDatasetPath()
validBlocks = []
blockWhiteList = task.inputBlockWhitelist()
blockBlackList = task.inputBlockBlacklist()
runWhiteList = task.inputRunWhitelist()
runBlackList = task.inputRunBlacklist()
blocks = []
# Take data inputs or from spec
if not self.data:
self.data = {datasetPath : []} # same structure as in WorkQueueElement
#blocks = dbs.getFileBlocksInfo(datasetPath, locations = False)
#else:
#dataItems = self.data.keys()
for data in self.data:
if data.find('#') > -1:
Lexicon.block(data) # check dataset name
datasetPath = str(data.split('#')[0])
blocks.extend(dbs.getFileBlocksInfo(datasetPath, blockName = str(data), locations = True))
else:
Lexicon.dataset(data) # check dataset name
blocks.extend(dbs.getFileBlocksInfo(datasetPath, locations = True))
for block in blocks:
# blocks with 0 valid files should be ignored
# - ideally they would be deleted but dbs can't delete blocks
if not block['NumberOfFiles']:
continue
# check block restrictions
if blockWhiteList and block['Name'] not in blockWhiteList:
continue
if block['Name'] in blockBlackList:
continue
# check run restrictions
if runWhiteList or runBlackList:
# listRuns returns a run number per lumi section
full_lumi_list = dbs.listRuns(block = block['Name'])
runs = set(full_lumi_list)
# apply blacklist
runs = runs.difference(runBlackList)
# if whitelist only accept listed runs
if runWhiteList:
runs = runs.intersection(runWhiteList)
# any runs left are ones we will run on, if none ignore block
if not runs:
continue
# recalculate effective size of block
# make a guess for new event/file numbers from ratio
# of accepted lumi sections (otherwise have to pull file info)
accepted_lumis = [x for x in full_lumi_list if x in runs]
ratio_accepted = 1. * len(accepted_lumis) / len(full_lumi_list)
block[self.lumiType] = len(accepted_lumis)
block['NumberOfFiles'] *= ratio_accepted
block['NumberOfEvents'] *= ratio_accepted
# get lumi info if needed and not already available
if self.args['SliceType'] == self.lumiType and not block.get(self.lumiType):
blockSummary = dbs.getDBSSummaryInfo(block = block["Name"])
block[self.lumiType] = blockSummary[self.lumiType]
# save locations
self.data[block['Name']] = sitesFromStorageEelements([x['Name'] for x in block['StorageElementList']])
validBlocks.append(block)
return validBlocks
