'fileTypesIn':
fileTypesIn,
'fileTypesOut':
fileTypesOut,
'visibilityFlag': [{
'Visible': 'Y',
'FileType': fileTypesOut
}]
}]
pr.outputSEs = ['Tier1-DST']
pr.specialOutputSEs = [{}]
outDict = {t: 'Tier1-DST' for t in fileTypesOut}
if not includeAncestors:
ancestorsDepth = 0
if mergingStep:
jobType = 'Merge'
else:
jobType = 'Turbo' #whatever...
prod = pr._buildProduction(jobType,
stepsInProd,
outDict,
0,
100,
inputDataPolicy='protocol',
inputDataList=lfns,
ancestorDepth=ancestorsDepth)
diracProduction.launchProduction(prod, False, True, 0)
class ProductionRequest(object):
""" Production request class - objects are usually created starting from a production request
"""
def __init__(self, bkkClientIn=None, diracProdIn=None):
""" c'tor
Some variables are defined here. A production request is made of:
stepsList, productionsTypes, and various parameters of those productions
"""
if bkkClientIn is None:
self.bkkClient = BookkeepingClient()
else:
self.bkkClient = bkkClientIn
if diracProdIn is None:
self.diracProduction = DiracProduction()
else:
self.diracProduction = diracProdIn
self.rpcProductionRequest = RPCClient(
'ProductionManagement/ProductionRequest')
self.tc = TransformationClient()
self.logger = gLogger.getSubLogger('ProductionRequest')
self.opsH = Operations()
# parameters of the request
self.requestID = 0
self.parentRequestID = 0
self.appendName = '1'
self.outConfigName = ''
self.prodsToLaunch = [] # productions to launch
self.stepsListDict = [] # list of dict of steps
self.stepsInProds = [] # a list of lists
# parameters of the input data
self.processingPass = ''
self.dataTakingConditions = ''
self.eventType = ''
self.bkFileType = []
self.dqFlag = ''
self.startRun = 1
self.endRun = 2
self.runsList = ''
self.configName = 'test'
self.configVersion = 'certification'
# parameters of the first production
self.publishFlag = True
self.testFlag = False
self.derivedProduction = 0
self.previousProdID = 0 # optional prod from which to start
self.fullListOfOutputFileTypes = []
# parameters that are the same for each productions
self.prodGroup = '' # This ends up being 'ProcessingType', workflow parameter, and it is used for accounting
self.visibility = '' # For BKQuery
self.fractionToProcess = 0
self.minFilesToProcess = 0
self.modulesList = None # Usually:
# ['GaudiApplication', 'AnalyseXMLSummary',
# 'ErrorLogging', 'BookkeepingReport', 'StepAccounting' ]
# parameters of each production (the length of each list has to be the same as the number of productions
self.events = []
self.stepsList = []
self.extraOptions = {}
self.prodsTypeList = []
self.bkQueries = [] # list of bk queries
self.removeInputsFlags = []
self.priorities = []
self.cpus = []
self.inputs = [] # list of lists
self.outputModes = []
self.targets = []
self.outputFileMasks = []
self.outputFileSteps = []
self.groupSizes = []
self.plugins = []
self.inputDataPolicies = []
self.previousProds = [
None
] # list of productions from which to take the inputs (the first is always None)
self.multicore = [
] # list of flags to override the multi core flags of the steps
self.outputSEs = [] # a list of StorageElements
self.specialOutputSEs = [] # a list of dictionaries - might be empty
self.outputSEsPerFileType = [] # a list of dictionaries - filled later
self.ancestorDepths = []
self.compDict = {
'HIGH': 'Compression-LZMA-4',
'LOW': 'Compression-ZLIB-1'
}
self.compressionLvl = [''] # List: one compression level each step
self.appConfig = '$APPCONFIGOPTS/Persistency/' # Default location of the compression level configuration files
#
# These lists define the visibility of the output files produced by each step. For MC productions, the visibility
# is tied to compression level. VIsible files are compressed at the highest level
#
self.outputVisFlag = [
] # List of dictionary with default visibility flag of the output files per single step
self.specialOutputVisFlag = [
] # List of dictionaries with special visibility flag for given file type
#############################################################################
def resolveSteps(self):
""" Given a list of steps in strings, some of which might be missing,
resolve it into a list of dictionary of steps (self.stepsListDict)
"""
outputVisFlag = dict(
[k, v] for el in self.outputVisFlag for k, v in el.iteritems()
) # Transform the list of dictionaries in a dictionary
specialOutputVisFlag = dict([k, v] for el in self.specialOutputVisFlag
for k, v in el.iteritems())
count = 0 # Needed to add correctly the optionFiles to the list of dictonaries of steps
for stepID in self.stepsList:
stepDict = self.bkkClient.getAvailableSteps({'StepId': stepID})
if not stepDict['OK']:
raise ValueError(stepDict['Message'])
else:
stepDict = stepDict['Value']
stepsListDictItem = {}
s_in = self.bkkClient.getStepInputFiles(stepID)
if not s_in['OK']:
raise ValueError(s_in['Message'])
stepsListDictItem['fileTypesIn'] = [
fileType[0].strip() for fileType in s_in['Value']['Records']
]
s_out = self.bkkClient.getStepOutputFiles(stepID)
if not s_out['OK']:
raise ValueError(s_out['Message'])
fileTypesList = [
fileType[0].strip() for fileType in s_out['Value']['Records']
]
self.fullListOfOutputFileTypes = self.fullListOfOutputFileTypes + fileTypesList
stepsListDictItem['fileTypesOut'] = fileTypesList
for parameter, value in itertools.izip(stepDict['ParameterNames'],
stepDict['Records'][0]):
if parameter.lower() in ['conddb', 'dddb', 'dqtag'] and value:
if value.lower() == 'frompreviousstep':
value = self.stepsListDict[-1][parameter]
if parameter == 'OptionFiles': # Modifying the OptionFiles (for setting the compression level)
if 'MDF' not in stepsListDictItem[
'fileTypesOut']: # certain MC produce MDF, which shouldn't be compressed
#
# If the prod manager sets a compression level for a particular step, either we append the option file
# or we overwrite the existing one inherited with the step
#
if len(self.compressionLvl
) > count and self.compressionLvl[count] != '':
persist = re.compile('Compression-[A-Z]{4}-[1-9]')
# self.compressionLvl[count] = self.appConfig + self.compressionLvl[count] + '.py'
self.compressionLvl[
count] = self.appConfig + self.compDict[
self.compressionLvl[count].upper()] + '.py'
if not persist.search(value):
if value == '':
value = self.compressionLvl[count]
else:
value = ";".join(
(value, self.compressionLvl[count]))
else:
value = persist.sub(
persist.search(
self.compressionLvl[count]).group(),
value)
#
# If instead the prod manager doesn't declare a compression level, e.g. for intermediate steps,
# we check if there is one in the options and in case we delete it. This leaves the default zip level
# defined inside Gaudi
#
elif len(
self.compressionLvl
) > count and self.compressionLvl[count] == '':
persist = re.compile(
r'\$\w+/Persistency/Compression-[A-Z]{4}-[1-9].py;?'
)
if persist.search(value):
value = persist.sub('', value)
if parameter == 'SystemConfig' and value is not None and re.search(
'slc5', value):
p = re.compile(
r'\$\w+/Persistency/Compression-[A-Z]{4}-[1-9].py;?')
if p.search(stepsListDictItem['OptionFiles']):
stepsListDictItem['OptionFiles'] = p.sub(
'', stepsListDictItem['OptionFiles'])
stepsListDictItem[parameter] = value # Fixing what decided
if stepsListDictItem['StepId'] in self.extraOptions:
stepsListDictItem['ExtraOptions'] = self.extraOptions[
stepsListDictItem['StepId']]
else:
stepsListDictItem['ExtraOptions'] = ''
stepsListDictItem['prodStepID'] = str(stepID) + str(
stepsListDictItem['fileTypesIn'])
if 'isMulticore' not in stepsListDictItem:
stepsListDictItem['isMulticore'] = 'N'
if 'SystemConfig' not in stepsListDictItem:
stepsListDictItem['SystemConfig'] = ''
if 'mcTCK' not in stepsListDictItem:
stepsListDictItem['mcTCK'] = ''
# Add visibility info during step resolution
if 'visibilityFlag' not in stepsListDictItem:
outputVisList = list({
'Visible': outputVisFlag[str(count + 1)],
'FileType': ftype
} for ftype in stepsListDictItem['fileTypesOut'])
if str(count + 1) in specialOutputVisFlag:
for it in outputVisList:
if it['FileType'] in specialOutputVisFlag[str(count +
1)]:
it['Visible'] = specialOutputVisFlag[str(
count + 1)][it['FileType']]
stepsListDictItem['visibilityFlag'] = outputVisList
self.stepsListDict.append(stepsListDictItem)
count += 1
#############################################################################
def buildAndLaunchRequest(self):
""" uses _applyOptionalCorrections, _getProdsDescriptionDict,
_buildProduction, and DiracProduction.launchProduction
"""
if not self.stepsListDict:
self.resolveSteps()
self._applyOptionalCorrections()
self._determineOutputSEs()
prodsDict = self._getProdsDescriptionDict()
stepsListDict = list(self.stepsListDict)
fromProd = self.previousProdID
prodsLaunched = []
self.logger.debug(prodsDict)
# now we build and launch each productions
for prodIndex, prodDict in prodsDict.items():
if self.prodsToLaunch:
if prodIndex not in self.prodsToLaunch:
continue
# build the list of steps in a production
stepsInProd = []
for stepID in prodDict['stepsInProd-ProdName']:
for step in stepsListDict:
if step['prodStepID'] == stepID:
stepsInProd.append(
stepsListDict.pop(stepsListDict.index(step)))
# NOT READY (alternative to previous 5 lines)
# build the DAG of steps in a production
# stepsInProdDAG = self._getStepsInProdDAG( prodDict, stepsListDict )
# Here, for today it is just convert to a list
# TODO: fix this in order to properly use DAGs (now it's only sequential)
# FIXME: using getIndexNodes we can't assure the order is respected
# stepsInProd = stepsInProdDAG.getIndexNodes()
if prodDict['previousProd'] is not None:
fromProd = prodsLaunched[prodDict['previousProd'] - 1]
self.previousProdID = fromProd
prod = self._buildProduction(
prodType=prodDict['productionType'],
stepsInProd=stepsInProd,
outputSE=prodDict['outputSE'],
priority=prodDict['priority'],
cpu=prodDict['cpu'],
inputDataList=prodDict['input'],
outputMode=prodDict['outputMode'],
inputDataPolicy=prodDict['inputDataPolicy'],
outputFileMask=prodDict['outputFileMask'],
outputFileStep=prodDict['outputFileStep'],
target=prodDict['target'],
removeInputData=prodDict['removeInputsFlag'],
groupSize=prodDict['groupSize'],
bkQuery=prodDict['bkQuery'],
plugin=prodDict['plugin'],
previousProdID=fromProd,
derivedProdID=prodDict['derivedProduction'],
transformationFamily=prodDict['transformationFamily'],
events=prodDict['events'],
multicore=prodDict['multicore'],
ancestorDepth=prodDict['ancestorDepth'])
# if the production is a simulation production type, submit it to the automated testing
if prodDict['productionType'] in self.opsH.getValue(
'Transformations/ExtendableTransfTypes', ['MCSimulation']):
prodID = self._mcSpecialCase(prod, prodDict)
else:
res = self.diracProduction.launchProduction(
prod=prod,
publishFlag=self.publishFlag,
testFlag=self.testFlag,
requestID=self.requestID,
tracking=prodDict['tracking'])
if not res['OK']:
raise RuntimeError(res['Message'])
prodID = res['Value']
prodsLaunched.append(prodID)
if self.publishFlag:
self.logger.notice(
"For request %d, submitted Production %d, of type %s, ID = %s"
% (self.requestID, prodIndex, prodDict['productionType'],
str(prodID)))
return S_OK(prodsLaunched)
#############################################################################
def _getStepsInProdDAG(self,
prodDict,
stepsListDict,
stepsOrder='sequential'):
""" Builds the DAG of steps in a production
:params dict prodDict: dictionary representing one production
:params list stepsListDict: list of steps (which are dictionaries) that should be in the production
:returns: stepsInProd (DAG)
"""
stepsInProd = DAG()
inserted = None
for stepID in prodDict['stepsInProd-ProdName']:
for step in stepsListDict:
if step['prodStepID'] == stepID:
ind = stepsListDict.index(step)
step = stepsListDict.pop(ind)
stepsInProd.addNode(step)
if inserted and stepsOrder == 'sequential':
stepsInProd.addEdge(inserted, step)
inserted = step
return stepsInProd
def _mcSpecialCase(self, prod, prodDict):
""" Treating the MC special case for putting MC productions in status "Testing"
"""
# save the original xml before it is edited for testing
prod._lastParameters() # pylint: disable=protected-access
# launchProduction adds extra parameters, as we 'hot swap' the xml, we
# need to get these parameters for the un-edited version
originalProcessingType = prod.prodGroup
originalPriority = prod.priority
prodXML = prod.LHCbJob.workflow.toXML()
prodID = self._modifyAndLaunchMCXML(prod, prodDict)
# load a production from the original xml to save the priority and processing type
workflowToSave = fromXMLString(prodXML)
prod.LHCbJob.workflow = workflowToSave
prod.setParameter('ProcessingType', 'JDL', str(originalProcessingType),
'ProductionGroupOrType')
prod.setParameter('Priority', 'JDL', str(originalPriority),
'Job Priority')
# original xml to save
descriptionToStore = prod.LHCbJob.workflow.toXML()
# saving the original xml in the StoredJobDescription table.
res = self.tc.addStoredJobDescription(prodID, descriptionToStore)
if not res['OK']:
self.logger.error("Error calling addStoredJobDescription",
res['Message'])
self.logger.info("Cleaning created production and exiting")
self.diracProduction.production(res['Value'], 'cleaning')
raise RuntimeError(res['Message'])
return prodID
def _modifyAndLaunchMCXML(self, prod, prodDict):
""" Apply modifications to the workflow XML for MC testing case
:param Production prod: Production object
:param dict prodDict: dictionary with production info
:returns: res['OK'] or res['ERROR']
"""
# set the destination and number of events for testing
destination = self.opsH.getValue(
"Productions/MCTesting/MCTestingDestination", 'DIRAC.Test.ch')
numberOfEvents = self.opsH.getValue(
"Productions/MCTesting/numberOfEvents", '500')
extendBy = self.opsH.getValue("Productions/MCTesting/extendBy", 20)
prod.setJobParameters({'Destination': destination})
prod.LHCbJob.workflow.removeParameter('BannedSites')
prod.setParameter('numberOfEvents', 'string', str(numberOfEvents),
'Number of events to test')
# add '1' to the stepMask and add GAUSSHIST to the fileMask
fileTypesOutLastStep = prod.LHCbJob.workflow.step_instances[
-2].findParameter('listoutput').getValue()[0]['outputDataType']
newFileMask = ['GAUSSHIST'] + [
ftOut.upper() for ftOut in fileTypesOutLastStep.split(';')
]
stepMaskParameter = prod.LHCbJob.workflow.findParameter(
'outputDataStep')
if stepMaskParameter:
stepMask = stepMaskParameter.getValue().replace(' ', '').split(';')
newOutputFileStep = ';'.join(
sorted(list(set(['1']).union(set(stepMask)))))
else:
newOutputFileStep = '1'
prod.setFileMask(newFileMask, newOutputFileStep)
# find the file types out already built, append GAUSSHIST and set the new listoutput
fileTypesOut = prod.LHCbJob.workflow.step_instances[0].findParameter(
'listoutput').getValue()[0]['outputDataType']
fileTypesOut = fileTypesOut.split(', ')
fileTypesOut.append('GAUSSHIST')
outputFilesList = prod._constructOutputFilesList(fileTypesOut) # pylint: disable=protected-access
prod.LHCbJob.workflow.step_instances[0].setValue(
'listoutput', outputFilesList)
# increase the priority to 10
prod.priority = 10
# launch the test production
res = self.diracProduction.launchProduction(
prod=prod,
publishFlag=self.publishFlag,
testFlag=self.testFlag,
requestID=self.requestID,
extend=extendBy,
tracking=prodDict['tracking'],
MCsimflag=True)
if not res['OK']:
self.logger.error("Error launching production", res['Message'])
raise RuntimeError(res['Message'])
return res['Value']
def _determineOutputSEs(self):
""" Fill outputSEsPerFileType based on outputSEs, fullListOfOutputFileTypes and specialOutputSEs
"""
for outputSE, specialOutputSEs in itertools.izip(
self.outputSEs, self.specialOutputSEs):
outputSEDict = {}
if not self.fullListOfOutputFileTypes:
raise ValueError("No steps defined")
outputSEDict = dict([(fType, outputSE)
for fType in self.fullListOfOutputFileTypes])
if specialOutputSEs:
outputSEDict.update(specialOutputSEs)
self.outputSEsPerFileType.append(outputSEDict)
def _applyOptionalCorrections(self):
""" if needed, calls _splitIntoProductionSteps. It also applies other changes
"""
if len(self.bkQueries) != len(self.prodsTypeList):
self.bkQueries += ['fromPreviousProd'] * (len(self.prodsTypeList) -
len(self.bkQueries))
if len(self.previousProds) != len(self.prodsTypeList):
self.previousProds += xrange(1, len(self.prodsTypeList))
if len(self.events) != len(self.prodsTypeList):
self.events += ['-1'
] * (len(self.prodsTypeList) - len(self.events))
if not self.removeInputsFlags:
removeInputsFlags = []
for prodType in self.prodsTypeList:
if prodType.lower() == 'merge':
removeInputsFlags.append(True)
else:
removeInputsFlags.append(False)
self.removeInputsFlags = removeInputsFlags
if not self.outputFileMasks:
self.outputFileMasks = [''] * len(self.prodsTypeList)
if not self.outputFileSteps:
self.outputFileSteps = [''] * len(self.prodsTypeList)
if not self.inputs:
self.inputs = [[]] * len(self.prodsTypeList)
if not self.outputModes:
self.outputModes = ['Any'] * len(self.prodsTypeList)
if not self.targets:
self.targets = [''] * len(self.prodsTypeList)
if not self.inputDataPolicies:
self.inputDataPolicies = ['download'] * len(self.prodsTypeList)
if not self.multicore:
self.multicore = ['True'] * len(self.prodsTypeList)
if not self.specialOutputSEs:
self.specialOutputSEs = [{}] * len(self.prodsTypeList)
if not self.ancestorDepths:
self.ancestorDepths = [0] * len(self.prodsTypeList)
# Checking if we need to split the merging step into many productions
if 'merge' in [pt.lower() for pt in self.prodsTypeList]:
i = 0
indexes = []
for pt in self.prodsTypeList:
if pt.lower() == 'merge':
indexes.append(i)
i += 1
for index in indexes:
# In this case and only in this case I have to split the merging in many productions
plugin = self.plugins[index]
outputSE = self.outputSEs[index]
specialOutputSE = self.specialOutputSEs[index]
priority = self.priorities[index]
cpu = self.cpus[index]
bkQuery = self.bkQueries[index]
groupSize = self.groupSizes[index]
preProd = self.previousProds[index]
removeInputsFlag = self.removeInputsFlags[index]
outputFileMask = self.outputFileMasks[index]
outputFileStep = self.outputFileSteps[index]
inputs = self.inputs[index]
idp = self.inputDataPolicies[index]
stepID = self.stepsList[index]
events = self.events[index]
targets = self.targets[index]
multicore = self.multicore[index]
outputMode = self.outputModes[index]
ancestorDepth = self.ancestorDepths[index]
if plugin.lower(
) != 'byrunfiletypesizewithflush' and 'rootmerging' not in plugin.lower(
):
stepToSplit = self.stepsListDict[index]
numberOfProdsToInsert = len(stepToSplit['fileTypesOut'])
self.prodsTypeList.remove('Merge')
self.plugins.pop(index)
self.outputSEs.pop(index)
self.specialOutputSEs.pop(index)
self.priorities.pop(index)
self.cpus.pop(index)
self.bkQueries.pop(index)
self.previousProds.pop(index)
self.groupSizes.pop(index)
self.removeInputsFlags.pop(index)
self.outputFileMasks.pop(index)
self.outputFileSteps.pop(index)
self.inputs.pop(index)
self.inputDataPolicies.pop(index)
self.stepsList.pop(index)
self.events.pop(index)
self.targets.pop(index)
self.multicore.pop(index)
self.outputModes.pop(index)
self.ancestorDepths.pop(index)
newSteps = _splitIntoProductionSteps(stepToSplit)
newSteps.reverse()
self.stepsListDict.remove(stepToSplit)
last = self.stepsInProds.pop(index)[0]
for x in xrange(numberOfProdsToInsert):
self.prodsTypeList.insert(index, 'Merge')
self.plugins.insert(index, plugin)
self.outputSEs.insert(index, outputSE)
self.specialOutputSEs.insert(index, specialOutputSE)
self.priorities.insert(index, priority)
self.cpus.insert(index, cpu)
self.bkQueries.insert(index, bkQuery)
self.groupSizes.insert(index, groupSize)
self.removeInputsFlags.insert(index, removeInputsFlag)
self.outputFileMasks.insert(index, outputFileMask)
self.outputFileSteps.insert(index, outputFileStep)
self.inputs.insert(index, inputs)
self.inputDataPolicies.insert(index, idp)
self.stepsList.insert(index, stepID)
self.previousProds.insert(index, preProd)
self.stepsListDict.insert(index, newSteps[x])
self.stepsInProds.insert(index + x, [last + x])
self.events.insert(index, events)
self.targets.insert(index, targets)
self.multicore.insert(index, multicore)
self.outputModes.insert(index, outputMode)
self.ancestorDepths.insert(index, ancestorDepth)
correctedStepsInProds = []
toInsert = self.stepsInProds[0][0]
lengths = [len(x) for x in self.stepsInProds]
for length in lengths:
li = [toInsert + x for x in xrange(length)]
toInsert += length
correctedStepsInProds.append(li)
self.stepsInProds = correctedStepsInProds
#############################################################################
def _getProdsDescriptionDict(self):
""" Returns a dictionary representing the description of the request (of all the productions in it)
"""
prodsDict = {}
prodNumber = 1
for prodType, stepsInProd, bkQuery, removeInputsFlag, outputSE, priority, \
cpu, inputD, outputMode, outFileMask, outFileStep, target, groupSize, plugin, idp, \
previousProd, events, multicore, ancestorDepth in itertools.izip(self.prodsTypeList,
self.stepsInProds,
self.bkQueries,
self.removeInputsFlags,
self.outputSEsPerFileType,
self.priorities,
self.cpus,
self.inputs,
self.outputModes,
self.outputFileMasks,
self.outputFileSteps,
self.targets,
self.groupSizes,
self.plugins,
self.inputDataPolicies,
self.previousProds,
self.events,
self.multicore,
self.ancestorDepths):
if not self.parentRequestID and self.requestID:
transformationFamily = self.requestID
else:
transformationFamily = self.parentRequestID
stepsInProdProdNameList = [
str(self.stepsList[index - 1]) +
str(self.stepsListDict[index - 1]['fileTypesIn'])
for index in stepsInProd
]
prodsDict[prodNumber] = {
'productionType': prodType,
'stepsInProd':
[self.stepsList[index - 1] for index in stepsInProd],
'bkQuery': bkQuery,
'removeInputsFlag': removeInputsFlag,
'tracking': 0,
'outputSE': outputSE,
'priority': priority,
'cpu': cpu,
'input': inputD,
'outputMode': outputMode,
'outputFileMask': outFileMask,
'outputFileStep': outFileStep,
'target': target,
'groupSize': groupSize,
'plugin': plugin,
'inputDataPolicy': idp,
'derivedProduction': 0,
'transformationFamily': transformationFamily,
'previousProd': previousProd,
'stepsInProd-ProdName': stepsInProdProdNameList,
'events': events,
'multicore': multicore,
'ancestorDepth': ancestorDepth
}
prodNumber += 1
# tracking the last production(s)
prodsDict[prodNumber - 1]['tracking'] = 1
typeOfLastProd = prodsDict[prodNumber - 1]['productionType']
index = 2
try:
while prodsDict[prodNumber -
index]['productionType'] == typeOfLastProd:
prodsDict[prodNumber - index]['tracking'] = 1
index += 1
except KeyError:
pass
# production derivation, if necessary
if self.derivedProduction:
prodsDict[1]['derivedProduction'] = self.derivedProduction
return prodsDict
#############################################################################
def _buildProduction(self,
prodType,
stepsInProd,
outputSE,
priority,
cpu,
inputDataList=None,
outputMode='Any',
inputDataPolicy='download',
outputFileMask='',
outputFileStep='',
target='',
removeInputData=False,
groupSize=1,
bkQuery=None,
plugin='',
previousProdID=0,
derivedProdID=0,
transformationFamily=0,
events=-1,
multicore='True',
ancestorDepth=0):
""" Wrapper around Production API to build a production, given the needed parameters
Args:
prodType (str): production type (e.g. 'DataStripping')
stepsInProd (list): list of steps in the production
outputSE (dict): dictionary that holds relation between file type and output SE
priority (int): production priority
cpu (int): CPU time, in HS06s for jobs in this production
Returns:
prod: a Production object
"""
prod = Production()
# non optional parameters
prod.LHCbJob.setType(prodType)
try:
fTypeIn = [ft.upper() for ft in stepsInProd[0]['fileTypesIn']]
except IndexError:
fTypeIn = []
prod.LHCbJob.workflow.setName(
'Request_%d_%s_%s_EventType_%s_%s_%s' %
(self.requestID, prodType, self.prodGroup, self.eventType, ''.join(
[x.split('.')[0] for x in fTypeIn]), self.appendName))
prod.setBKParameters(configName=self.outConfigName,
configVersion=self.configVersion,
groupDescriptionOrStepsList=stepsInProd,
conditions=self.dataTakingConditions)
prod.setParameter('eventType', 'string', self.eventType,
'Event Type of the production')
prod.setParameter('numberOfEvents', 'string', str(events),
'Number of events requested')
prod.setParameter('multicore', 'string', multicore,
'Flag for enabling gaudi parallel')
prod.prodGroup = self.prodGroup
prod.priority = priority
prod.LHCbJob.workflow.setDescrShort('prodDescription')
prod.LHCbJob.workflow.setDescription('prodDescription')
prod.LHCbJob.setCPUTime(cpu)
prod.plugin = plugin
# optional parameters
prod.jobFileGroupSize = groupSize
if inputDataPolicy:
prod.LHCbJob.setInputDataPolicy(inputDataPolicy)
prod.setOutputMode(outputMode)
if outputFileMask:
outputFileMask = [
m.lower() for m in outputFileMask.replace(' ', '').split(',')
]
if outputFileStep:
if isinstance(outputFileStep, str):
outputFileStep = [
m.lower()
for m in outputFileStep.replace(' ', '').split(',')
]
prod.setFileMask(outputFileMask, outputFileStep)
if target:
if target == 'Tier2':
prod.banTier1s()
elif 'BAN' in target:
sitesToBan = target.split(':')
if len(sitesToBan) > 1:
prod.banSites(sitesToBan[1:])
elif target != 'ALL':
prod.LHCbJob.setDestination(target)
prod.LHCbJob.setInputData(inputDataList)
if ancestorDepth:
prod.LHCbJob.setAncestorDepth(ancestorDepth)
if derivedProdID:
prod.ancestorProduction = derivedProdID
if transformationFamily:
prod.transformationFamily = transformationFamily
if self.fractionToProcess:
prod.setParameter('FractionToProcess', 'string',
str(self.fractionToProcess),
'Fraction to process')
if self.minFilesToProcess:
prod.setParameter('MinFilesToProcess', 'string',
str(self.minFilesToProcess),
'Min N of Files to process')
if self.processingPass:
prod.setParameter('processingPass', 'string', self.processingPass,
'Processing pass of input for the request')
# Adding optional input BK query
if bkQuery:
if bkQuery.lower() == 'full':
prod.inputBKSelection = self._getBKKQuery()
elif bkQuery.lower() == 'frompreviousprod':
prod.inputBKSelection = self._getBKKQuery(
'frompreviousprod', fTypeIn, previousProdID)
self.logger.verbose('Launching with BK selection %s' %
prod.inputBKSelection)
prod = self._addStepsToProd(prod,
stepsInProd,
removeInputData=removeInputData)
for ft, oSE in outputSE.items():
prod.outputSEs.setdefault(ft, oSE)
prod.LHCbJob.setDIRACPlatform()
return prod
#############################################################################
def _addStepsToProd(self,
prod,
stepsInProd,
stepsSequence='sequential',
removeInputData=False):
""" Given a Production object, add requested steps (application and finalization)
Args:
prod (Production): the Production object to which the steps are added
stepsInProd (DAG): DAG of steps in a production
stepsSequence (str or dict): applications steps sequence
removeInputData (bool): flag that indicates if the input data should be removed (for the finalization step)
Returns:
prod with steps added
"""
# Adding the application steps
firstStep = stepsInProd.pop(0)
stepName = prod.addApplicationStep(stepDict=firstStep,
modulesList=self.modulesList)
prod.gaudiSteps.append(stepName)
for step in stepsInProd:
stepName = prod.addApplicationStep(stepDict=step,
inputData='previousStep',
modulesList=self.modulesList)
prod.gaudiSteps.append(stepName)
# Adding the finalization step
if removeInputData:
prod.addFinalizationStep([
'UploadOutputData', 'RemoveInputData', 'UploadLogFile',
'UploadMC', 'FailoverRequest'
])
else:
prod.addFinalizationStep()
return prod
def _getBKKQuery(self, mode='full', fileType=None, previousProdID=0):
""" simply creates the bkk query dictionary
"""
if fileType is None:
fileType = []
if mode.lower() == 'full':
bkQuery = {
'FileType': ';;;'.join(self.bkFileType),
'EventType': str(self.eventType),
'ConfigName': self.configName,
'ConfigVersion': self.configVersion
}
if self.dataTakingConditions:
bkQuery['DataTakingConditions'] = self.dataTakingConditions
if self.processingPass:
bkQuery['ProcessingPass'] = self.processingPass
if self.dqFlag:
bkQuery['DataQualityFlag'] = self.dqFlag.replace(
',', ';;;').replace(' ', '')
if self.startRun and self.runsList or self.endRun and self.runsList:
raise ValueError(
"Please don't mix runs list with start/end run")
if self.endRun and self.startRun:
if self.endRun < self.startRun:
gLogger.error(
"Your end run '%d' should be more than your start run '%d'!"
% (self.endRun, self.startRun))
raise ValueError("Error setting start or end run")
if self.startRun:
bkQuery['StartRun'] = self.startRun
if self.endRun:
bkQuery['EndRun'] = self.endRun
if self.runsList:
bkQuery['RunNumbers'] = self.runsList.replace(',',
';;;').replace(
' ', '')
if self.visibility:
bkQuery['Visible'] = self.visibility
elif mode.lower() == 'frompreviousprod':
bkQuery = {
'FileType': ';;;'.join(fileType).replace(' ', ''),
'ProductionID': int(previousProdID)
}
if self.eventType:
bkQuery['EventType'] = str(self.eventType)
if self.dqFlag:
bkQuery['DataQualityFlag'] = self.dqFlag.replace(
',', ';;;').replace(' ', '')
return bkQuery
################################################################################
# properties
def set_stepsList(self, value):
listInt = []
i = 0
while True:
try:
listInt.append(int(value[i]))
i = i + 1
except ValueError:
break
except IndexError:
break
self._stepsList = listInt
def get_stepsList(self):
return self._stepsList
stepsList = property(get_stepsList, set_stepsList)
def set_startRun(self, value):
if isinstance(value, str):
value = int(value)
if value < 0:
raise ValueError("startRun can not be negative")
self._startRun = value
def get_startRun(self):
return self._startRun
startRun = property(get_startRun, set_startRun)
def set_endRun(self, value):
if isinstance(value, str):
value = int(value)
if value < 0:
raise ValueError("endRun can not be negative")
self._endRun = value
def get_endRun(self):
return self._endRun
endRun = property(get_endRun, set_endRun)
def set_requestID(self, value):
if value == '':
value = 0
if isinstance(value, str):
value = int(value)
if value < 0:
raise ValueError("requestID can not be negative")
self._requestID = value
def get_requestID(self):
return self._requestID
requestID = property(get_requestID, set_requestID)
def set_parentRequestID(self, value):
if value == '':
value = 0
if isinstance(value, str):
value = int(value)
if value < 0:
raise ValueError("parentRequestID can not be negative")
self._parentRequestID = value
def get_parentRequestID(self):
return self._parentRequestID
parentRequestID = property(get_parentRequestID, set_parentRequestID)
def set_bkFileType(self, value):
if isinstance(value, str):
value = value.replace(' ', '').split(',')
self._bkFileType = value
def get_bkFileType(self):
return self._bkFileType
bkFileType = property(get_bkFileType, set_bkFileType)