doc/v626/rf512__wsfactory__oper_8py.html

import ROOT


w = ROOT.RooWorkspace("w")


# You can define typedefs for even shorter construction semantics

w.factory("$Typedef(Gaussian,Gaus)")

w.factory("$Typedef(Chebychev,Cheby)")


# Operator pdf examples

# ------------------------------------------------


# PDF addition is done with SUM (coef1*pdf1,pdf2)

w.factory("SUM::summodel( f[0,1]*Gaussian::gx(x[-10,10],m[0],1.0), Chebychev::ch(x,{0.1,0.2,-0.3}) )")


# Extended PDF addition is done with SUM (yield1*pdf1,yield2*pdf2)

w.factory("SUM::extsummodel( Nsig[0,1000]*gx, Nbkg[0,1000]*ch )")


# PDF multiplication is done with PROD ( pdf1, pdf2 )

w.factory("PROD::gxz( gx, Gaussian::gz(z[-10,10],0,1) )")


# Conditional p.d.f multiplication is done with PROD ( pdf1|obs, pdf2 )

w.factory("Gaussian::gy( y[-10,10], x, 1.0 )")

w.factory("PROD::gxycond( gy|x, gx )")


# Convolution (numeric/ fft) is done with NCONV/FCONV (obs,pdf1,pdf2)

w.factory("FCONV::lxg( x, Gaussian::g(x,mg[0],1), Landau::lc(x,0,1) )")


# Simultaneous p.d.f.s are constructed with SIMUL( index, state1=pdf1,

# state2=pdf2,...)

w.factory("SIMUL::smodel( c[A=0,B=1], A=Gaussian::gs(x,m,s[1]), B=Landau::ls(x,0,1) )")


# Operator function examples

# ---------------------------------------------------


# Function multiplication is done with prod (func1, func2,...)

w.factory("prod::uv(u[10],v[10])")


# Function addition is done with sum(func1,func2)

w.factory("sum::uv2(u,v)")


# Lagrangian morphing function for the example shown in rf711_lagrangianmorph

infilename = ROOT.gROOT.GetTutorialDir().Data() + "/roofit/input_histos_rf_lagrangianmorph.root";

w.factory("lagrangianmorph::morph($observableName('pTV'),$fileName('"+infilename+"'),$couplings({cHq3[0,1],SM[1]}),$NewPhysics(cHq3=1,SM=0),$folders({'SM_NPsq0','cHq3_NPsq1','cHq3_NPsq2'}))")


# Taylor expansion is done with taylorexpand(func,{var1,var2,...},val,order)

w.factory("taylorexpand::te(expr::poly('x^4+5*x^3+2*x^2+x+1',x),{x},0.0,2)")


# Interpreted and compiled expression based pdfs

# ---------------------------------------------------------------------------------------------------


# Create a ROOT.RooGenericPdf interpreted p.d.f. You can use single quotes

# to pass the expression string argument

w.factory("EXPR::G('x*x+1',x)")


# Create a custom compiled p.d.f similar to the above interpreted p.d.f.

# The code required to make self p.d.f. is automatically embedded in

# the workspace

w.factory("CEXPR::GC('x*x+a',{x,a[1]})")


# Compiled and interpreted functions (rather than p.d.f.s) can be made with the lower case

# 'expr' and 'cexpr' types


# Print workspace contents

w.Print()


# Make workspace visible on command line

ROOT.gDirectory.Add(w)