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import sys, os
from Configuration.PyReleaseValidation.WorkFlow import WorkFlow
from Configuration.PyReleaseValidation.MatrixUtil import InputInfo
from Configuration.PyReleaseValidation.upgradeWorkflowComponents import defaultDataSets,undefInput
# ================================================================================
class MatrixException(Exception):
def __init__(self, msg):
self.msg = msg
def __str__(self):
return self.msg
# ================================================================================
class MatrixReader(object):
def __init__(self, opt):
self.reset(opt.what)
self.wm=opt.wmcontrol
self.revertDqmio=opt.revertDqmio
self.addCommand=opt.command
self.apply=opt.apply
self.commandLineWf=opt.workflow
self.overWrite=opt.overWrite
self.noRun = opt.noRun
self.checkInputs = opt.checkInputs
return
def reset(self, what='all'):
self.what = what
#a bunch of information, but not yet the WorkFlow object
self.workFlowSteps = {}
#the actual WorkFlow objects
self.workFlows = []
self.nameList = {}
self.filesPrefMap = {'relval_standard' : 'std-' ,
'relval_highstats': 'hi-' ,
'relval_pileup': 'PU-' ,
'relval_generator': 'gen-',
'relval_extendedgen': 'genExt-',
'relval_production': 'prod-' ,
'relval_ged': 'ged-',
'relval_upgrade':'upg-',
'relval_cleanedupgrade':'clnupg-',
'relval_gpu':'gpu-',
'relval_2017':'2017-',
'relval_Run4':'Run4-',
'relval_identity':'id-',
'relval_machine': 'mach-',
'relval_premix': 'premix-',
'relval_nano':'nano-',
'relval_data_highstats':'data-'
}
self.files = ['relval_standard' ,
'relval_highstats',
'relval_pileup',
'relval_generator',
'relval_extendedgen',
'relval_production',
'relval_ged',
'relval_upgrade',
'relval_cleanedupgrade',
'relval_gpu',
'relval_2017',
'relval_Run4',
'relval_identity',
'relval_machine',
'relval_premix',
'relval_nano',
'relval_data_highstats'
]
self.filesDefault = {'relval_standard':True ,
'relval_highstats':True ,
'relval_pileup':True,
'relval_generator':True,
'relval_extendedgen':True,
'relval_production':True,
'relval_ged':True,
'relval_upgrade':False,
'relval_cleanedupgrade':False,
'relval_gpu':False,
'relval_2017':True,
'relval_Run4':True,
'relval_identity':False,
'relval_machine':True,
'relval_premix':True,
'relval_nano':True,
'relval_data_highstats':False
}
self.relvalModule = None
return
def makeCmd(self, step):
cmd = ''
cfg = None
input = None
for k,v in step.items():
if 'no_exec' in k : continue # we want to really run it ...
if k.lower() == 'cfg':
cfg = v
continue # do not append to cmd, return separately
if k.lower() == 'input':
input = v
continue # do not append to cmd, return separately
#chain the configs
#if k.lower() == '--python':
# v = 'step%d_%s'%(index,v)
cmd += ' ' + k + ' ' + str(v)
return cfg, input, cmd
def makeStep(self,step,overrides):
from Configuration.PyReleaseValidation.relval_steps import merge
if len(overrides) > 0:
copyStep=merge([overrides]+[step])
return copyStep
else:
return step
def verifyDefaultInputs(self):
for wf in self.workFlowSteps.values():
undefs = [driver for driver in wf[2] if isinstance(driver,str) and undefInput in driver ]
if len(undefs)>0:
raise ValueError("""in MatrixReader.py:{0}
=============================================================================
For wf {1}(*) the default dataset not defined in defaultDataSets dictionary.
With --checkInputs option this throws an error.
(*)
{2}
=============================================================================
""".format(sys._getframe(1).f_lineno - 1,wf[0],wf))
def readMatrix(self, fileNameIn, useInput=None, refRel=None, fromScratch=None):
prefix = self.filesPrefMap[fileNameIn]
print("processing", fileNameIn)
try:
_tmpMod = __import__( 'Configuration.PyReleaseValidation.'+fileNameIn )
self.relvalModule = sys.modules['Configuration.PyReleaseValidation.'+fileNameIn]
except Exception as e:
print("ERROR importing file ", fileNameIn, str(e))
return
if useInput is not None:
print("request for INPUT for ", useInput)
fromInput={}
if useInput:
for i in useInput:
if ':' in i:
(ik,il)=i.split(':')
if ik=='all':
for k in self.relvalModule.workflows.keys():
fromInput[float(k)]=int(il)
else:
fromInput[float(ik)]=int(il)
else:
if i=='all':
for k in self.relvalModule.workflows.keys():
fromInput[float(k)]=0
else:
fromInput[float(i)]=0
if fromScratch:
fromScratch=map(float,fromScratch)
for num in fromScratch:
if num in fromInput:
fromInput.pop(num)
#overwrite steps
if self.overWrite:
for p in self.overWrite:
self.relvalModule.steps.overwrite(p)
#change the origin of dataset on the fly
if refRel:
if ',' in refRel:
refRels=refRel.split(',')
if len(refRels)!=len(self.relvalModule.baseDataSetRelease):
return
self.relvalModule.changeRefRelease(
self.relvalModule.steps,
list(zip(self.relvalModule.baseDataSetRelease,refRels))
)
else:
self.relvalModule.changeRefRelease(
self.relvalModule.steps,
[(x,refRel) for x in self.relvalModule.baseDataSetRelease]
)
for num, wfInfo in self.relvalModule.workflows.items():
commands=[]
wfName = wfInfo[0]
stepList = wfInfo[1]
stepOverrides=wfInfo.overrides
# upgrade case: workflow has basic name, key[, suffix (only special workflows)]
wfKey = ""
wfSuffix = ""
if isinstance(wfName, list) and len(wfName)>1:
if len(wfName)>2: wfSuffix = wfName[2]
wfKey = wfName[1]
wfName = wfName[0]
# if no explicit name given for the workflow, use the name of step1
if wfName.strip() == '': wfName = stepList[0]
# option to specialize the wf as the third item in the WF list
addTo=None
addCom=None
if len(wfInfo)>=3:
addCom=wfInfo[2]
if not isinstance(addCom, list): addCom=[addCom]
#print 'added dict',addCom
if len(wfInfo)>=4:
addTo=wfInfo[3]
#pad with 0
while len(addTo)!=len(stepList):
addTo.append(0)
name=wfName
# separate suffixes by + because show() excludes first part of name
if len(wfKey)>0:
name = name+'+'+wfKey
if len(wfSuffix)>0: name = name+wfSuffix
stepIndex=0
ranStepList=[]
name_for_workflow = name
#first resolve INPUT possibilities
if num in fromInput:
ilevel=fromInput[num]
#print num,ilevel
for (stepIr,step) in enumerate(reversed(stepList)):
stepName=step
stepI=(len(stepList)-stepIr)-1
#print stepIr,step,stepI,ilevel
if stepI>ilevel:
#print "ignoring"
continue
if stepI!=0:
testName='__'.join(stepList[0:stepI+1])+'INPUT'
else:
testName=step+'INPUT'
#print "JR",stepI,stepIr,testName,stepList
if testName in self.relvalModule.steps:
#print "JR",stepI,stepIr
stepList[stepI]=testName
#pop the rest in the list
#print "\tmod prepop",stepList
for p in range(stepI):
stepList.pop(0)
#print "\t\tmod",stepList
break
for (stepI,step) in enumerate(stepList):
stepName=step
if self.relvalModule.steps[stepName] is None:
continue
if self.wm:
#cannot put a certain number of things in wm
if stepName in ['SKIMD','SKIMCOSD','SKIMDreHLT']:
continue
#replace stepName is needed
#if stepName in self.replaceStep
if len(name) > 0 : name += '+'
#any step can be mirrored with INPUT
## maybe we want too level deep input
"""
if num in fromInput:
if step+'INPUT' in self.relvalModule.steps.keys():
stepName = step+"INPUT"
stepList.remove(step)
stepList.insert(stepIndex,stepName)
"""
stepNameTmp = stepName
if len(wfKey)>0: stepNameTmp = stepNameTmp.replace('_'+wfKey,"")
if len(wfSuffix)>0: stepNameTmp = stepNameTmp.replace(wfSuffix,"")
name += stepNameTmp
if addCom and (not addTo or addTo[stepIndex]==1):
from Configuration.PyReleaseValidation.relval_steps import merge
copyStep=merge(addCom+[self.makeStep(self.relvalModule.steps[stepName],stepOverrides)])
cfg, input, opts = self.makeCmd(copyStep)
else:
cfg, input, opts = self.makeCmd(self.makeStep(self.relvalModule.steps[stepName],stepOverrides))
if input and cfg :
msg = "FATAL ERROR: found both cfg and input for workflow "+str(num)+' step '+stepName
raise MatrixException(msg)
if input:
cmd = input
if self.noRun:
cmd.run=[]
else:
if cfg:
cmd = 'cmsDriver.py '+cfg+' '+opts
else:
cmd = 'cmsDriver.py step'+str(stepIndex+1)+' '+opts
if self.wm:
cmd+=' --io %s.io --python %s.py'%(stepName,stepName)
if self.addCommand:
if self.apply:
if stepIndex in self.apply or stepName in self.apply:
cmd +=' '+self.addCommand
else:
cmd +=' '+self.addCommand
if self.wm and self.revertDqmio=='yes':
cmd=cmd.replace('DQMIO','DQM')
cmd=cmd.replace('--filetype DQM','')
commands.append(cmd)
ranStepList.append(stepName)
stepIndex+=1
self.workFlowSteps[(num,prefix)] = (num, name_for_workflow, commands, ranStepList)
return
def showRaw(self, useInput, refRel=None, fromScratch=None, what='all',step1Only=False,selected=None):
if selected:
selected=map(float,selected)
for matrixFile in self.files:
self.reset(what)
if self.what != 'all' and not any('_'+el in matrixFile for el in self.what.split(",")):
print("ignoring non-requested file",matrixFile)
continue
if self.what == 'all' and not self.filesDefault[matrixFile]:
print("ignoring file not used by default (enable with -w)",matrixFile)
continue
try:
self.readMatrix(matrixFile, useInput, refRel, fromScratch)
if self.checkInputs:
self.verifyDefaultInputs()
except Exception as e:
print("ERROR reading file:", matrixFile, str(e))
raise
if not self.workFlowSteps: continue
dataFileName = matrixFile.replace('relval_', 'cmsDriver_')+'_hlt.txt'
outFile = open(dataFileName,'w')
print("found ", len(self.workFlowSteps), ' workflows for ', dataFileName)
ids = sorted(self.workFlowSteps.keys())
indexAndSteps=[]
writtenWF=0
for key in ids:
if selected and not (key[0] in selected):
continue
#trick to skip the HImix IB test
if key[0]==203.1 or key[0]==204.1 or key[0]==205.1 or key[0]==4.51 or key[0]==4.52: continue
num, name, commands, stepList = self.workFlowSteps[key]
wfName,stepNames= name.split('+',1)
stepNames=stepNames.replace('+SKIMCOSD','')
stepNames=stepNames.replace('+SKIMD','')
if 'HARVEST' in stepNames:
#find out automatically what to remove
exactb=stepNames.index('+HARVEST')
exacte=stepNames.index('+',exactb+1) if ('+' in stepNames[exactb+1:]) else (len(stepNames))
stepNames=stepNames.replace(stepNames[exactb:exacte],'')
otherSteps = None
if '+' in stepNames:
step1,otherSteps = stepNames.split('+',1)
line = str(num) + ' ++ '+ wfName
if otherSteps and not step1Only:
line += ' ++ ' +otherSteps.replace('+',',')
else:
line += ' ++ none'
inputInfo=None
if not isinstance(commands[0],str):
inputInfo=commands[0]
if otherSteps:
for (i,c) in enumerate(otherSteps.split('+')):
#pad with set
for p in range(len(indexAndSteps),i+2):
indexAndSteps.append(set())
indexAndSteps[i+1].add((c,commands[i+1]))
if inputInfo :
#skip the samples from INPUT when step1Only is on
if step1Only: continue
line += ' ++ REALDATA: '+inputInfo.dataSet
if inputInfo.run!=[]: line += ', RUN:'+'|'.join(map(str,inputInfo.run))
line += ', FILES: ' +str(inputInfo.files)
line += ', EVENTS: '+str(inputInfo.events)
if inputInfo.label!='':
line += ', LABEL: ' +inputInfo.label
line += ', LOCATION:'+inputInfo.location
line += ' @@@'
else:
line += ' @@@ '+commands[0]
if self.revertDqmio=='yes':
line=line.replace('DQMIO','DQM')
writtenWF+=1
outFile.write(line+'\n')
outFile.write('\n'+'\n')
if step1Only: continue
for (index,s) in enumerate(indexAndSteps):
for (stepName,cmd) in s:
stepIndex=index+1
if 'dasquery.log' in cmd: continue
line = 'STEP%d ++ '%(stepIndex,) +stepName + ' @@@ '+cmd
if self.revertDqmio=='yes':
line=line.replace('DQMIO','DQM')
outFile.write(line+'\n')
outFile.write('\n'+'\n')
outFile.close()
print("wrote ",writtenWF, ' workflow'+('s' if (writtenWF!=1) else ''),' to ', outFile.name)
return
def workFlowsByLocation(self, cafVeto=True):
# Check if we are on CAF
onCAF = False
if 'cms/caf/cms' in os.environ['CMS_PATH']:
onCAF = True
workflows = []
for workflow in self.workFlows:
if isinstance(workflow.cmds[0], InputInfo):
if cafVeto and (workflow.cmds[0].location == 'CAF' and not onCAF):
continue
workflows.append(workflow)
return workflows
def showWorkFlows(self, selected=None, extended=True, cafVeto=True):
if selected: selected = list(map(float,selected))
wfs = self.workFlowsByLocation(cafVeto)
maxLen = 100 # for summary, limit width of output
fmt1 = "%-6s %-35s [1]: %s ..."
fmt2 = " %35s [%d]: %s ..."
print("\nfound a total of ", len(wfs), ' workflows:')
if selected:
print(" of which the following", len(selected), 'were selected:')
#-ap for now:
maxLen = -1 # for individual listing, no limit on width
fmt1 = "%-6s %-35s [1]: %s "
fmt2 = " %35s [%d]: %s"
N=[]
for wf in wfs:
if selected and float(wf.numId) not in selected: continue
if extended: print('')
#pad with zeros
for i in range(len(N),len(wf.cmds)): N.append(0)
N[len(wf.cmds)-1]+=1
wfName = wf.nameId
stepNames = '+'.join(wf.stepList)
for i,s in enumerate(wf.cmds):
if extended:
if i==0:
print(fmt1 % (wf.numId, stepNames, (str(s)+' ')[:maxLen]))
else:
print(fmt2 % ( ' ', i+1, (str(s)+' ')[:maxLen]))
else:
print("%-6s %-35s "% (wf.numId, stepNames))
break
print('')
for i,n in enumerate(N):
if n: print(n,'workflows with',i+1,'steps')
return
def createWorkFlows(self, fileNameIn):
prefixIn = self.filesPrefMap[fileNameIn]
# get through the list of items and update the requested workflows only
keyList = self.workFlowSteps.keys()
ids = []
for item in keyList:
id, pref = item
if pref != prefixIn : continue
ids.append(id)
ids.sort()
for key in ids:
val = self.workFlowSteps[(key,prefixIn)]
num, name, commands, stepList = val
nameId = str(num)+'_'+name
if nameId in self.nameList:
print("==> duplicate name found for ", nameId)
print(' keeping : ', self.nameList[nameId])
print(' ignoring : ', val)
else:
self.nameList[nameId] = val
self.workFlows.append(WorkFlow(num, name, commands=commands, stepList=stepList))
return
def prepare(self, useInput=None, refRel='', fromScratch=None):
for matrixFile in self.files:
if self.what != 'all' and not any('_'+el in matrixFile for el in self.what.split(",")):
print("ignoring non-requested file",matrixFile)
continue
if self.what == 'all' and not self.filesDefault[matrixFile]:
print("ignoring",matrixFile,"from default matrix")
continue
try:
self.readMatrix(matrixFile, useInput, refRel, fromScratch)
if self.checkInputs:
self.verifyDefaultInputs()
except Exception as e:
print("ERROR reading file:", matrixFile, str(e))
raise
try:
self.createWorkFlows(matrixFile)
except Exception as e:
print("ERROR creating workflows :", str(e))
raise
def show(self, selected=None, extended=True, cafVeto=True):
self.showWorkFlows(selected, extended, cafVeto)
print('\n','-'*80,'\n')
def updateDB(self):
import pickle
pickle.dump(self.workFlows, open('theMatrix.pkl', 'w') )
return
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