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cm2Wrapper.py
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cm2Wrapper.py
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#!/usr/bin/env python3
"""
.. module:: cm2Wrapper
:synopsis: code that wraps around checkmate2.
.. moduleauthor:: Wolfgang Waltenberger <wolfgang.waltenberger@gmail.com>
"""
import os, sys, colorama, subprocess, shutil, tempfile, time, io, glob
import multiprocessing
import bakeryHelpers
import locker
from os import PathLike
class CM2Wrapper:
def __init__ ( self, topo, njets, rerun, analyses, keep=False,
sqrts = 13, ver="2.0.37", keephepmc=True ):
"""
:param topo: e.g. T1
:param keep: keep cruft files, for debugging
:param sqrts: sqrts, in TeV
:param ver: version of cm2
:param keephepmc: keep mg5 hepmc file (typically in mg5results/)
"""
self.autocompile = False
self.instanceName = f"{analyses}_{topo}"
self.topo = topo
self.sqrts = sqrts
self.configfile = None
self.njets = njets
self.analyses = bakeryHelpers.sModelsName2cm2AnaName ( analyses )
self.rerun = rerun
self.keep = keep
self.keephepmc = keephepmc
self.basedir = bakeryHelpers.baseDir()
os.chdir ( self.basedir )
self.locker = locker.Locker ( sqrts, topo, False )
self.cm2tempdir = f"{self.basedir}/cm2tempdir/"
self.cm2results = f"{self.basedir}/cm2results/"
bakeryHelpers.mkdir ( self.cm2tempdir )
self.cm2install = f"{self.basedir}/cm2/"
self.executable = f"{self.cm2install}/checkmate2/bin/CheckMATE"
self.tempFiles = []
if abs ( sqrts - 8 ) < .1:
self.cm2install = "%s/cm2.8tev/" % self.basedir
self.ver = ver
if os.path.isdir ( self.cm2install ) and not os.path.exists ( self.executable ):
## some crooked cm2 install, remove it all
subprocess.getoutput ( f"rm -rf {self.cm2install}" )
# print ( f"rm -rf {self.cm2install}" )
# sys.exit()
if os.path.isdir ( f"{self.basedir}/hepmc2" ) and len ( glob.glob ( f"{self.basedir}/hepmc2/HepMC-*/fio/libHepMCfio.la" ) ) == 0:
self.exe ( f"rm -r {self.basedir}/hepmc2" )
if not os.path.isdir ( f"{self.basedir}/hepmc2" ):
self.error ( "hepmc2 install is missing??" )
if os.path.isdir ( f"{self.basedir}/hepmc2.backup" ):
self.exe ( f"cp -r {self.basedir}/hepmc2.backup {self.basedir}/hepmc2" )
else:
if os.path.isdir ( f"{self.basedir}/hepmc2.template" ):
self.exe ( f"cp -r {self.basedir}/hepmc2.template {self.basedir}/hepmc2" )
if self.autocompile:
self.exe ( "cd hepmc2; ./make.py" )
bakeryHelpers.checkDelphesInstall( autocompile = self.autocompile )
if os.path.isdir ( self.cm2install ) and not os.path.exists ( f"{self.executable}" ):
self.exe ( f"rm -rf {self.cm2install}" )
if not os.path.isdir ( self.cm2install ):
self.error ( "cm2 install is missing??" )
backupdir = "/groups/hephy/pheno/ww/cm2"
localbackup = f"{self.basedir}/cm2.backup/"
templatedir = f"{self.basedir}/cm2.template"
# print ( "localbackup?", os.path.exists ( localbackup ) )
if os.path.exists ( localbackup ):
self.exe ( f"cp -r {localbackup} {self.cm2install}" )
elif os.path.exists ( backupdir ):
self.exe ( f"cp -r {backupdir} {self.cm2install}" )
elif os.path.exists ( templatedir ):
self.exe ( f"cp -r {templatedir} {self.cm2install}" )
if not os.path.exists ( self.executable ):
self.info ( f"cannot find cm2 installation at {self.cm2install}" )
if self.autocompile:
self.exe ( f"{self.cm2install}/make.py" )
self.templateDir = "%s/templates/" % self.basedir
# self.info ( "initialised" )
def info ( self, *msg ):
print ( "%s[cm2Wrapper] %s%s" % ( colorama.Fore.YELLOW, " ".join ( msg ), \
colorama.Fore.RESET ) )
def debug( self, *msg ):
pass
def checkInstallation ( self ):
""" check if installation looks reasonable and complete
:raises: Exception, if sth seems missing
:returns: True, if all good
"""
exefile = os.path.join ( self.cm2install, self.executable )
hasExe = os.path.exists ( exefile )
if not hasExe:
raise Exception ( f"{exefile} not found" )
versionFile = os.path.join ( self.cm2install, "checkmate2", "VERSION" )
if not os.path.exists ( versionFile ):
raise Exception ( f"version file {versionFile} not found" )
with open ( versionFile, "rt" ) as f:
self.ver = f.read().strip()
f.close()
atlas201822file = os.path.join ( self.cm2install, "checkmate2", "data", "atlas_2010_14293", "BDTxml", "ZeroLepton2018-SRBDT-GGd1_weight1.xml" )
if not os.path.exists ( atlas201822file ):
raise Exception ( f"data file {atlas201822file} not found" )
return True
def msg ( self, *msg):
print ( "[cm2Wrapper] %s" % " ".join ( msg ) )
def error ( self, *msg ):
print ( "%s[cm2Wrapper] Error: %s%s" % ( colorama.Fore.RED, " ".join ( msg ), \
colorama.Fore.RESET ) )
def writeRecastingCard ( self ):
""" this method writes the recasting card, which defines which analyses
are being recast. """
return
def unlink ( self, f ):
if os.path.exists ( f ) and not self.keep:
subprocess.getoutput ( "rm -rf %s" % f )
def writeCommandFile ( self, hepmcfile, process, masses ):
""" this method writes the commands file for cm2.
:param hepmcfile: I think thats the input events
"""
return
def checkForSummaryFile ( self, masses ):
""" given the process, and the masses, check summary file
:returns: True, if there is a usable summary file, with all needed analyses
"""
return
def list_analyses ( self ):
""" list all analyses that are to be found in cm2/ """
import bakeryHelpers
bakeryHelpers.listAnalysesCheckMATE()
def gunzipHepmcFile ( self, hepmcfile : PathLike ) -> PathLike:
""" given a zipped hepmc file, gunzip it, return path
to gunzipped file """
import gzip
import shutil
outfile = hepmcfile.replace(".gz","").replace("mg5results","temp")
if not self.keephepmc:
self.tempFiles.append ( hepmcfile )
self.tempFiles.append ( outfile )
if os.path.exists ( outfile ):
self.info ( f"skipping gunzip: {outfile} exists" )
return outfile
with gzip.open( hepmcfile, 'rb') as f_in:
with open( outfile, 'wb') as f_out:
shutil.copyfileobj(f_in, f_out)
self.info ( f"gunzip tarred hepmc file to {outfile}" )
return outfile
def createConfigFile ( self, masses, hepmcfile ):
""" create the checkmate.ini configuration file """
templatefile = os.path.join ( self.basedir, "templates", "checkmate_template.ini" )
f = open ( templatefile, "rt" )
lines = f.readlines()
f.close()
mass_stripped = str(masses).replace("(", "").replace(")", "")
mass_stripped = mass_stripped.replace(",", "_").replace(" ", "")
self.configfile = os.path.join ( self.basedir, "temp", "cm2_" + self.instanceName + "_" + mass_stripped+".ini" )
f = open ( self.configfile, "wt" )
outfile = self.gunzipHepmcFile ( hepmcfile )
for line in lines:
line = line.replace("@@NAME@@", self.instanceName )
line = line.replace("@@ANALYSES@@", self.analyses )
line = line.replace("@@HEPMCFILE@@", outfile )
line = line.replace("@@OUTPUTDIR@@", self.cm2tempdir )
f.write ( line )
f.close()
def run( self, masses, hepmcfile, pid=None ):
""" Run cm2 over an hepmcfile, specifying the process
:param pid: unix process id, for debugging
:param hepmcfile: the hepcmfile name
:returns: -1 if problem occured, 0 if all went smoothly,
1 if nothing needed to be done.
"""
mass_stripped = str(masses).replace("(", "").replace(")", "")
mass_stripped = mass_stripped.replace(",", "_").replace(" ", "")
self.instanceName = f"{self.analyses}_{self.topo}_{mass_stripped}"
print ( f"[cm2Wrapper] initialse checkmate {self.ver} for {self.analyses}" )
self.checkInstallation()
if not os.path.exists ( self.outputfile() ):
self.createConfigFile ( masses, hepmcfile )
self.executeCheckMate()
effs = self.extractEfficiencies()
if len(effs)>0:
ananame = bakeryHelpers.cm2AnaNameToSModelSName ( self.analyses )
effi_file = bakeryHelpers.getEmbakedName ( ananame, self.topo, "cm2" )
bakeryHelpers.writeEmbaked ( effs, effi_file, masses, "cm2" )
self.tempFiles.append ( self.outputfile( final=True ) )
self.tempFiles.append ( self.cm2tempdir )
self.tempFiles.append ( self.cm2results )
self.tempFiles.append ( f"{self.cm2tempdir}/{self.instanceName}" )
self.clean()
# self.unlock()
return 0
def extractEfficiencies ( self ):
""" extract the efficiencies from outputfile """
if not os.path.exists ( self.outputfile( final=True ) ):
if os.path.exists ( self.outputfile() ): ## need to move
shutil.copyfile ( self.outputfile(), self.outputfile ( final=True ) )
else:
self.error ( f"{self.outputfile( final=True )} not found, cannot extract any efficiencies" )
return {}
inSignalRegions = False
effs = {}
nevents = -1
with open ( self.outputfile() ) as f:
lines = f.readlines()
for line in lines:
if line.startswith("MCEvents:"):
line = line.replace("MCEvents:","").strip()
nevents = int ( line )
if inSignalRegions:
tokens = line.split()
effs[tokens[0]] = float(tokens[3])
if inSignalRegions == False and not line.startswith("SR"):
continue
inSignalRegions = True
f.close()
effs["__nevents__"]= nevents
return effs
def outputfile ( self, final : bool = False ):
if final:
ret = f"{self.cm2results}/{self.instanceName}/{self.analyses}.dat"
bakeryHelpers.mkdir ( f"{self.cm2results}" )
bakeryHelpers.mkdir ( f"{self.cm2results}/{self.instanceName}" )
else:
ret = f"{self.cm2tempdir}/{self.instanceName}/analysis/myprocess_{self.analyses}_signal.dat"
return ret
def executeCheckMate ( self ):
""" run checkmate! """
run = subprocess.Popen( f'{self.executable} {self.configfile}',
shell=True, stdout=subprocess.PIPE,stderr=subprocess.PIPE)# ,cwd=checkmateBin)
output,errorMsg= run.communicate()
errorMsg = errorMsg.decode("UTF-8")
if len(errorMsg)>0:
self.info( f'CheckMATE error: {errorMsg}' )
output = output.decode("UTF-8")
self.info( f'CheckMATE output:\n {output}\n' )
# at this point we move the result from cm2tempdir to cm2results
bakeryHelpers.mkdir ( self.cm2results )
if os.path.exists ( self.outputfile() ):
# print ( f"@@@ copy {self.outputfile()}, {self.outputfile ( final=True )}" )
shutil.copyfile ( self.outputfile(), self.outputfile ( final=True ) )
self.tempFiles.append ( self.outputfile() )
def exe ( self, cmd, maxLength=100 ):
""" execute cmd in shell
:param maxLength: maximum length of output to be printed
"""
self.msg ( f"exec: [{os.getcwd()}] {cmd}" )
pipe = subprocess.Popen ( cmd, shell=True, stdout=subprocess.PIPE,
stderr=subprocess.PIPE )
ret=""
for line in io.TextIOWrapper(pipe.stdout, encoding="latin1"):
ret+=line
for line in io.TextIOWrapper(pipe.stderr, encoding="latin1"):
ret+=line
ret = ret.strip()
if len(ret)==0:
return
if maxLength == None:
maxLength = len(ret)+1
if len(ret)<maxLength:
self.msg ( " `- %s" % ret )
return
self.msg ( " `- %s" % ( ret[-maxLength:] ) )
def clean ( self ):
if self.keep:
return
if self.configfile != None and os.path.exists ( self.configfile ):
os.unlink ( self.configfile )
for t in self.tempFiles:
self.debug ( f"unlinking {t}" )
if os.path.exists( t ):
if os.path.isdir ( t ):
shutil.rmtree ( t )
else:
os.unlink ( t )
return
def _delete_dir(self, f):
if os.path.exists(f):
subprocess.getoutput("rm -rf %s" % f)
def clean_all ( self ):
""" clean everything related to checkmate2 """
self._delete_dir ( "cm2" )
self._delete_dir ( "hepmc2" )
return
if __name__ == "__main__":
import argparse
argparser = argparse.ArgumentParser(description='checkmate2 runner.')
argparser.add_argument ( '-a', '--analyses', help='analyses, comma separated [atlas_sus_2016_07]',
type=str, default="atlas_susy_2016_07" )
argparser.add_argument ( '-j', '--njets', help='number of ISR jets [1]',
type=int, default=1 )
argparser.add_argument ( '-s', '--sqrts', help='sqrts [13]',
type=int, default=13 )
argparser.add_argument ( '-t', '--topo', help='topology [T2]',
type=str, default="T2" )
argparser.add_argument ( '-k', '--keep', help='keep temporary files',
action="store_true" )
argparser.add_argument ( '-c', '--clean', help='clean all temporary files, then quit',
action="store_true" )
argparser.add_argument ( '-l', '--list_analyses', help='list all analyses that are found in this cm2 installation',
action="store_true" )
argparser.add_argument ( '-C', '--clean_all', help='clean all temporary files, even results directories, then quit',
action="store_true" )
mdefault = "all"
argparser.add_argument ( '-m', '--masses', help='mass ranges, comma separated list of tuples. One tuple gives the range for one mass parameter, as (m_first,m_last,delta_m). m_last and delta_m may be ommitted. "all" means: search for mg5 directories, and consider all. [%s]' % mdefault,
type=str, default=mdefault )
argparser.add_argument ( '-p', '--nprocesses', help='number of process to run in parallel. 0 means 1 per CPU [1]',
type=int, default=1 )
argparser.add_argument ( '-r', '--rerun', help='force rerun, even if there is a summary file already',
action="store_true" )
args = argparser.parse_args()
if args.list_analyses:
cm2 = CM2Wrapper( args.topo, args.njets, args.rerun, args.analyses )
cm2.list_analyses()
sys.exit()
if args.clean:
cm2 = cm2Wrapper( args.topo, args.njets, args.rerun, args.analyses )
cm2.clean()
sys.exit()
if args.clean_all:
cm2 = cm2Wrapper( args.topo, args.njets, args.rerun, args.analyses )
cm2.clean_all()
sys.exit()
if args.masses == "all":
masses = bakeryHelpers.getListOfMasses ( args.topo )
else:
masses = bakeryHelpers.parseMasses ( args.masses )
nm = len(masses)
nprocesses = bakeryHelpers.nJobs ( args.nprocesses, nm )
if nprocesses == 0:
sys.exit()
cm2 = CM2Wrapper( args.topo, args.njets, args.rerun, args.analyses, args.keep,
args.sqrts )
# cm2.info( "%d points to produce, in %d processes" % (nm,nprocesses) )
djobs = int(len(masses)/nprocesses)
def runChunk ( chunk, pid ):
for c in chunk:
hashepmc = cm2.locker.hasHEPMC ( c )
hepmcfile = cm2.locker.hepmcFileName ( c )
if hashepmc and not cm2.locker.isLocked ( c ):
cm2.run ( c, hepmcfile, pid )
else:
if not hashepmc:
cm2.info ( f"skipping {hepmcfile}: does not exist." )
else:
cm2.info ( f"skipping {hepmcfile}: is locked." )
jobs=[]
for i in range(nprocesses):
chunk = masses[djobs*i:djobs*(i+1)]
if i == nprocesses-1:
chunk = masses[djobs*i:]
p = multiprocessing.Process(target=runChunk, args=(chunk,i))
jobs.append ( p )
p.start()