def printInfo(self):
#WRITE INFOFILE
MVAdir = self.config.get('Directories','vhbbpath')+'/python/weights/'
infofile = open(MVAdir+self.factoryname+'_'+self.mvaName+'.info','w')
print ('@DEBUG: output infofile name')
print (infofile)
info=mvainfo(self.mvaName)
info.factoryname=self.factoryname
info.factorysettings=self.factorysettings
info.MVAtype=self.MVAtype
info.MVAsettings=self.MVAsettings
info.weightfilepath=MVAdir
info.path=self.samplesPath
info.varset=self.treeVarSet
info.vars=self.MVA_Vars['Nominal']
pickle.dump(info,infofile)
infofile.close()
def printInfo(self):
#WRITE INFOFILE
MVAdir = self.config.get('Directories','vhbbpath')+'/python/weights/'
infofile = open(MVAdir+self.factoryname+'_'+self.mvaName+'.info','w')
print ('@DEBUG: output infofile name')
print (infofile)
info=mvainfo(self.mvaName)
info.factoryname=self.factoryname
info.factorysettings=self.factorysettings
info.MVAtype=self.MVAtype
info.MVAsettings=self.MVAsettings
info.weightfilepath=MVAdir
info.path=self.samplesPath
info.varset=self.treeVarSet
info.vars=self.MVA_Vars['Nominal']
pickle.dump(info,infofile)
infofile.close()
cur = con.cursor()
cur.execute("create table if not exists trainings (Roc_integral real, Separation real, Significance real, Ks_signal real, Ks_background real, Roc_integral_train real, Separation_train real, MVASettings text)");
cur.execute("insert into trainings values(?,?,?,?,?,?,?,?)",(roc_integral_test,separation_test,significance,ks_signal,ks_bkg,roc_integral_train,separation_train,MVAsettings));
#!! here is unlocked
#!! Close the output file to avoid memory leak
'''
#WRITE INFOFILE
infofile = open(MVAdir+factoryname+'_'+MVAname+'.info','w')
print '@DEBUG: output infofile name'
print infofile
info=mvainfo(MVAname)
info.factoryname=factoryname
info.factorysettings=factorysettings
info.MVAtype=MVAtype
info.MVAsettings=MVAsettings
info.weightfilepath=MVAdir
info.path=path
info.varset=treeVarSet
info.vars=MVA_Vars['Nominal']
pickle.dump(info,infofile)
infofile.close()
print '\n-----> Output File: ', fnameOutput
#con = lite.connect(MVAdir+'Trainings.db',timeout=10000) #timeout in milliseconds. default 5 sec
#with con: # here DB is locked
# cur = con.cursor()
# cur.execute("create table if not exists trainings (Roc_integral real, Separation real, Significance real, Ks_signal real, Ks_background real, Roc_integral_train real, Separation_train real, MVASettings text)");
# cur.execute("insert into trainings values(?,?,?,?,?,?,?,?)",(roc_integral_test,separation_test,significance,ks_signal,ks_bkg,roc_integral_train,separation_train,MVAsettings));
##!! here is unlocked
#
##!! Close the output file to avoid memory leak
#output.Close()
#WRITE INFOFILE
infofile = open(MVAdir + factoryname + '_' + MVAname + '.info', 'w')
print '@DEBUG: output infofile name'
print infofile
info = mvainfo(MVAname)
info.factoryname = factoryname
info.factorysettings = factorysettings
info.MVAtype = MVAtype
info.MVAsettings = MVAsettings
info.weightfilepath = MVAdir
info.path = path
info.varset = treeVarSet
info.vars = MVA_Vars['Nominal']
pickle.dump(info, infofile)
infofile.close()
# open the TMVA Gui
#if gui == True:
# ROOT.gROOT.ProcessLine( ".L myutils/TMVAGui.C")
# ROOT.gROOT.ProcessLine( "TMVAGui(\"%s\")" % fnameOutput )