コード例 #1
0
ファイル: DataManagement.py プロジェクト: mrpPhys/Isis
 def GetCutList( self, cut, mathmod = math ):
     '''
     This method allows to obtain a list with the events that satisfy the cuts given
     '''
     cut, variables = FormatEvalExpr( cut, mathmod )
     varstoadd = [ v for v in variables if v not in self.Variables ]
     if varstoadd:
         print 'WARNING: Loading additional variables to apply the cuts:', varstoadd
         self.BookVariables( *varstoadd )
     values = [ self.Variables[ var ] for var in variables ]
     for ivar in xrange( len( variables ) ):
         cut = cut.replace( variables[ ivar ], 'values[ %i ][ ievt ]' %ivar )
     return eval( '[ ievt for ievt in xrange( self.Nentries ) if ' + cut + ' ]' )
コード例 #2
0
ファイル: DataManagement.py プロジェクト: mrpPhys/Isis
 def GetVarEvents( self, *args, **kwargs ):
     '''
     If an element in < args > is a variable, it gets the list of values for it. If
     it is an expression, it returns a list with the values corresponding to it.
     '''
     cuts    = kwargs.get( 'cuts', False )
     mathmod = kwargs.get( 'mathmod', math )
     
     if cuts:
         entries = self.GetCutList( cuts, mathmod )
     else:
         entries = xrange( self.Nentries )
     
     variables = []
     trueargs  = []
     for v in args:
         if v in self.Variables:
             variables.append( v )
         else:
             v, newv = FormatEvalExpr( v, mathmod )
             variables += newv 
         ''' The module is not imported, so the name must change '''
         trueargs.append( v.replace( mathmod.__name__, 'mathmod' ) )
     
     variables = list( set( variables ) )
     variables.sort()
     variables.reverse()
     
     values = [ self.Variables[ var ] for var in variables ]
     nvars  = len( variables )
     output = []
     for iv, arg in enumerate( trueargs ):
         for ivar in xrange( nvars ):
             arg = arg.replace( variables[ ivar ], 'values[ %i ][ ievt ]' %ivar )
         output.append( eval( '[ %s for ievt in entries ]' %arg ) )
     cmd = 'output[ 0 ]'
     for i in xrange( 1, len( output ) ):
         cmd += ', output[ %i ]' %i
     return eval( cmd )