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minerva.py
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minerva.py
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# fill dag with MINERvA-like test jobs
import msg
import outputPaths
import os
import commonFunctions
# Hydrocarbon1000010010[0.077418],1000060120[0.922582]
#
target = "01000010010[0.077418],1000060120[0.922582]"
nevents="100000"
data_struct = {
'nu-CCQEQ2' : { 'projectile' : '14', 'energy' : '1.5,10.',
'flux' : 'data/fluxes/minerva/Release-2013/CCQEQ2/nu-flux-MINERvA.data',
'releaselabel' : 'numu_r2013' ,
'datafiles' : ['Release-2013/CCQEQ2/nu-Hydrocarbon.data'], # FIXME !!
'mcpredictions' : ['MINERvACCQEQ2'] # Redo later as PAIRS (dict.)
},
'nu-CoherentPi' : { 'projectile' : '14', 'energy' : '1.5,20.',
'flux' : 'data/fluxes/minerva/Release-2014/CoherentPion/nu-flux-MINERvA.data',
'releaselabel' : 'numu_r2014',
'datafiles' : [ 'Release-2014/CoherentPion/nu-Hydrocarbon-PionEnergy.data',
'Release-2014/CoherentPion/nu-Hydrocarbon-PionPolarAngle.data'
],
'mcpredictions' : [ 'MINERvACoherentPionEnergy',
'MINERvACoherentPionPolarAngle'
]
},
'nu-CCMuProtonFS' : { 'projectile' : '14', 'energy' : '0.,100.',
'flux' : 'data/fluxes/minerva/Release-2015/MuProtonFS/nu-flux-MINERvA.data',
'releaselabel' : 'numu_r2015',
'datafiles' : ['Release-2015/MuProtonFS/nu-Hydrocarbon-CCMuPfsQ2P.data'],
'mcpredictions' : ['MINERvACCMuProtonFSQ2P']
},
'nu-1ChgPion' : { 'projectile' : '14', 'energy' : '1.5,10.',
'flux' : 'data/fluxes/minerva/Release-2015/ChargedPion/nu-flux-MINERvA.data',
'releaselabel' : 'numu_r2015',
'datafiles' : [ 'Release-2015/ChargedPion/nu-Hydrocarbon-1ChgPionEnergy.data',
'Release-2015/ChargedPion/nu-Hydrocarbon-1ChgPionPolarAngle.data'
],
'mcpredictions' : [ 'MINERvACC1pichgEnergy',
'MINERvACC1pichgPolarAngle'
]
},
'nubar-CCQEQ2' : { 'projectile' : '-14', 'energy' : '1.5,10.',
'flux' : 'data/fluxes/minerva/Release-2013/CCQEQ2/nubar-flux-MINERvA.data',
'releaselabel' : 'numubar_r2013',
'datafiles' : ['Release-2013/CCQEQ2/nubar-Hydrocarbon.data'],
'mcpredictions' : [ 'MINERvACCQEQ2' ]
},
'nubar-CoherentPi' : { 'projectile' : '-14', 'energy' : '1.5,20.',
'flux' : 'data/fluxes/minerva/Release-2014/CoherentPion/nubar-flux-MINERvA.data',
'releaselabel' : 'numubar_r2014',
'datafiles' : [ 'Release-2014/CoherentPion/nubar-Hydrocarbon-PionEnergy.data',
'Release-2014/CoherentPion/nubar-Hydrocarbon-PionPolarAngle.data'
],
'mcpredictions' : [ 'MINERvACoherentPionEnergy',
'MINERvACoherentPionPolarAngle'
]
},
'nubar-CC1Pi0' : { 'projectile' : '-14', 'energy' : '0.1,20.',
'flux' : 'data/fluxes/minerva/Release-2015/SinglePi0/nubar-flux-MINERvA.data',
'releaselabel' : 'numu_r2015',
'datafiles' : [ 'Release-2015/SinglePi0/nubar-Hydrocarbon-cc1pi0Momentum.data',
'Release-2015/SinglePi0/nubar-Hydrocarbon-cc1pi0PolarAngle.data'
],
'mcpredictions' : [ 'MINERvACC1pi0Momentum',
'MINERvACC1pi0PolarAngle'
]
}
}
def fillDAG( jobsub, tag, date, paths, main_tune, tunes, regretags, regredir ):
outputPaths.expand( paths['minerva'], tunes )
fillDAG_GHEP( jobsub, tag, paths['xsec_A'], paths['minerva'], main_tune, tunes )
createCmpConfigs( tag, date, paths['minervarep'], main_tune, tunes, regretags, regredir )
fillDAG_cmp( jobsub, tag, date, paths['xsec_A'], paths['minerva'], paths['minervarep'], main_tune, tunes, regretags, regredir )
def fillDAG_GHEP( jobsub, tag, xsec_a_path, out, main_tune, tunes ):
if eventFilesExist(out, tunes):
msg.warning ("MINERvA test ghep files found in " + out + " ... " + msg.BOLD + "skipping minerva:fillDAG_GHEP\n", 1)
return
msg.info ("\tAdding MINERvA test (ghep) jobs\n")
# in parallel mode
jobsub.add ("<parallel>")
# common configuration
inputxsec = "gxspl-vA-" + tag + ".xml"
if not (main_tune is None):
inputxsec = main_tune + "-gxspl-vA-" + tag + ".xml"
options = " -t " + target + " --cross-sections input/" + inputxsec
# loop over keys and generate gevgen command
for key in data_struct.iterkeys():
opt = ""
if key.find("CoherentPi") == -1:
opt = options + " -n " + nevents
else:
opt = options + " -n 10000 --event-generator-list COHPION "
if not ( main_tune is None):
opt = opt + " --tune " + main_tune
cmd = "gevgen " + opt + " -p " + data_struct[key]['projectile'] + " -e " + data_struct[key]['energy'] + \
" -f " + data_struct[key]['flux'] + " -o gntp." + key + "-" + data_struct[key]['releaselabel'] + ".ghep.root"
logfile = "gevgen_" + key + ".log"
# NOTE: FIXME - CHECK WHAT IT DOES !!!
jobsub.addJob ( xsec_a_path+"/"+inputxsec, out, logfile, cmd, None )
# same for tunes if specified
if not ( tunes is None):
for tn in range(len(tunes)):
if key.find("CoherentPi") == -1:
optTune = " -t " + target + " --cross-sections input/" + tunes[tn] + "-gxspl-vA-" + tag + ".xml -n " + nevents
else:
optTune = " -t " + target + " --cross-sections input/" + tunes[tn] + "-gxspl-vA-" + tag + ".xml -n 10000 --event-generator-list COHPION "
cmdTune = "gevgen " + optTune + " --tune " + tunes[tn] + " -p " + data_struct[key]['projectile'] + " -e " + data_struct[key]['energy'] + \
" -f " + data_struct[key]['flux'] + " -o " + tunes[tn] + "-gntp." + key + "-" + data_struct[key]['releaselabel'] + ".ghep.root"
jobsub.addJob( xsec_a_path+"/"+tunes[tn]+"/"+tunes[tn]+"-"+inputxsec, out+"/"+tunes[tn], tunes[tn]+"-"+logfile, cmdTune, None )
# done
jobsub.add ("</parallel>")
def createCmpConfigs( tag, date, reportdir, main_tune, tunes, regretags, regredir ):
msg.info( "\tCreate configuration XML for MINERvA test \n" )
# start GLOBAL CMP CONFIG
gcfg = reportdir + "/global-minerva-cfg-" + tag + "_" + date + ".xml"
try: os.remove(gcfg)
except OSError: pass
gxml = open( gcfg, 'w' )
print >>gxml, '<?xml version="1.0" encoding="ISO-8859-1"?>'
print >>gxml, '<config>'
print >>gxml, '\t<experiment name="MINERvA">'
print >>gxml, '\t\t<paths_relative_to_geniecmp_topdir> false </paths_relative_to_geniecmp_topdir>'
# --> now we need xsec --> regreOK = commonFunctions.regreInputOK( "minerva", regretags, regredir, len(data_struct), None, None )
regreOK = commonFunctions.regreInputOK( "minerva", regretags, regredir, len(data_struct), "vA", "/xsec/nuA" )
# in the loop, create GSim cfg files and also put their names in the global cfg
for key in data_struct.iterkeys():
gsimfile = "/gsimfile-" + tag + "-" + date + "-minerva-" + key + ".xml"
# ---> xmlfile = reportdir + "/gsimfile-" + tag + "-" + date + "-minerva-" + key + ".xml"
xmlfile = reportdir + gsimfile
try: os.remove(xmlfile)
except OSError: pass
xml = open( xmlfile, 'w' )
print >>xml, '<?xml version="1.0" encoding="ISO-8859-1"?>'
print >>xml, '<genie_simulation_outputs>'
if (main_tune is None):
print >>xml, '\t<model name="GENIE_' + tag + "-" + date + ':default:' + data_struct[key]['releaselabel'] + '">'
else:
print >>xml, '\t<model name="GENIE_' + tag + "-" + date + ':' + main_tune + ':' + data_struct[key]['releaselabel'] + '">'
print >>xml, '\t\t<evt_file format="ghep"> input/gntp.' + key + '-' + data_struct[key]['releaselabel'] + '.ghep.root </evt_file>'
if ( main_tune is None):
print >>xml, '\t\t<xsec_file> input/xsec-vA-' + tag + '.root </xsec_file>'
else:
print >>xml, '\t\t<xsec_file> input/' + main_tune + '-xsec-vA-' + tag + '.root </xsec_file>'
print >>xml, '\t</model>'
# tunes if specied
if not (tunes is None):
for tn in range(len(tunes)):
print >>xml, '\t<model name="GENIE_' + tag + "-" + date + ':' + tunes[tn] + ':' + data_struct[key]['releaselabel'] + '">'
print >>xml, '\t\t<evt_file format="ghep"> input/' + tunes[tn] + '-gntp.' + key + "-" + data_struct[key]['releaselabel'] + '.ghep.root </evt_file>'
print >>xml, '\t</model>'
# regression if specified (but not for COH pion since regression files seems corrupted)
# backward compatibility repaired for COH (and perhaps others); so resume "full" regression
# if key.find("CoherentPi") == -1:
if not (regretags is None):
if regreOK:
# need to fetch date stamp for the regression from the leading path
# assume that regredir is always /leading/path/to/TIMESTAMP/Index
# NOTE: redirect output of split(...) to a separate array;
# otherwise len(...) will be the length of regredir, not the length of array after splitting
regredir_tmp = regredir.split("/")
rdate = regredir_tmp[len(regredir_tmp)-2] # i.e. one before the last
for rt in range(len(regretags)):
rversion, rtune = regretags[rt].split("/")
print >>xml, '\t<model name="GENIE_' + rversion + '-' + rdate + ':' + rtune + ':' + data_struct[key]['releaselabel'] + '">'
print >>xml, '\t\t<evt_file format="ghep"> input/regre/' + rdate + '/' + regretags[rt] + '/gntp.' + key + '-' + data_struct[key]['releaselabel'] + '.ghep.root </evt_file>'
print >>xml, '\t\t<xsec_file> input/regre/' + rdate + '/' + regretags[rt] + '/' + rtune + '-xsec-vA-' + rversion + '.root </xsec_file>'
print >>xml, '\t</model>'
else:
msg.info( "\t\tNO REGRESSION due to missing/incorrect input files \n" )
print >>xml, '</genie_simulation_outputs>'
xml.close()
print >>gxml, '\t\t\t<comparison>'
for i in range( len( data_struct[key]['datafiles'] ) ):
print >>gxml, '\t\t\t\t<spec>'
print >>gxml, '\t\t\t\t\t<path2data> data/measurements/vA/minerva/' + data_struct[key]['datafiles'][i] + ' </path2data>'
print >>gxml, '\t\t\t\t\t<dataclass> MINERvAExData </dataclass>'
print >>gxml, '\t\t\t\t\t<predictionclass> ' + data_struct[key]['mcpredictions'][i] + ' </predictionclass>'
print >>gxml, '\t\t\t\t</spec>'
print >>gxml, '\t\t\t\t<genie> input' + gsimfile + ' </genie>'
print >>gxml, '\t\t\t</comparison>'
# now finish up and close global config
print >>gxml, '\t</experiment>'
print >>gxml, '</config>'
gxml.close()
def fillDAG_cmp( jobsub, tag, date, xsec_a_path, eventdir, reportdir, main_tune, tunes, regretags, regredir ):
# check if job is done already
if resultsExist ( tag, date, reportdir ):
msg.warning ("MINERvA comparisons plots found in " + reportdir + " ... " + msg.BOLD + "skipping minerva:fillDAG_cmp\n", 1)
return
# not done, add jobs to dag
msg.info ("\tAdding MINERvA comparisons (plots) jobs\n")
# in serial mode
jobsub.add ("<serial>")
config = "global-minerva-cfg-" + tag + "_" + date + ".xml"
plotfile = "genie_" + tag + "-minerva.pdf"
tablechi2 = "genie_" + tag + "-minerva-summary-chi2.txt"
tableks = "genie_" + tag + "-minerva-summary-KS.txt"
cmd = "gvld_general_comparison --no-root-output --global-config input/" + config + " -o " + plotfile
cmd = cmd + " --summary-chi2-table " + tablechi2
cmd = cmd + " --summary-KS-table " + tableks
# add the command to dag
# --> old format --> inputs = reportdir + "/*.xml " + eventdir + "/*.ghep.root "
inputs = reportdir + "/*.xml " + xsec_a_path + "/xsec-vA-" + tag + ".root " + eventdir + "/*.ghep.root "
if not (main_tune is None):
inputs = reportdir + "/*.xml " + xsec_a_path + "/" + main_tune + "-xsec-vA-" + tag + ".root " + eventdir + "/*.ghep.root "
if not (tunes is None):
for tn in range(len(tunes)):
# --> old format --> inputs = " " + inputs + eventdir + "/" + tunes[tn] + "/*.ghep.root "
inputs = " " + inputs + xsec_a_path + "/" + tunes[tn] + "/" + tunes[tn] + "-xsec-vA-" + tag + ".root " \
+ eventdir + "/" + tunes[tn] + "/*.ghep.root "
logfile = "gvld_general_comparison.log"
regre = None
if not (regretags is None):
# --> now we need XSec --> regreOK = commonFunctions.regreInputOK( "minerva", regretags, regredir, len(data_struct), None, None )
regreOK = commonFunctions.regreInputOK( "minerva", regretags, regredir, len(data_struct), "vA", "/xsec/nuA" )
if regreOK:
regre = ""
for rt in range(len(regretags)):
# NOTE: no need to fetch rtune because we don't get xsec, otherwise it's part of regretags
# regre = regre + regredir + "/" + regretags[rt] + "/events/minerva/*.ghep.root "
# NOTE (11/12/19): now we DO NEED to fetch xsec...
rversion, rtune = regretags[rt].split("/")
regre = regre + regredir + "/" + regretags[rt] + "/xsec/nuA/" + rtune + "-xsec-vA-" + rversion + ".root "
regre = regre + regredir + "/" + regretags[rt] + "/events/minerva/*.ghep.root "
else:
msg.info( "\t\tNO input for regression will be copied over \n" )
regre = None
jobsub.addJob ( inputs, reportdir, logfile, cmd, regre )
# done
jobsub.add ("</serial>")
def eventFilesExist( path, tunes ):
for key in data_struct.iterkeys():
if "gntp." + key + "-" + data_struct[key]['releaselabel'] + ".ghep.root" not in os.listdir(path): return False
if not (tunes is None):
for tn in range(len(tunes)):
if tunes[tn] + "-gntp." + key + ".ghep.root" not in os.listdir(path+"/"+tunes[tn]): return False
return True
def resultsExist( tag, date, path ):
# in principle, date is NOT needed...
if "genie_" + tag + "-minerva_test.pdf" not in os.listdir(path): return False
return True