doc/v624/rf406__cattocatfuncs_8py.html

import ROOT


# Construct two categories

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


# Define a category with labels only

tagCat = ROOT.RooCategory("tagCat", "Tagging category")

tagCat.defineType("Lepton")

tagCat.defineType("Kaon")

tagCat.defineType("NetTagger-1")

tagCat.defineType("NetTagger-2")

tagCat.Print()


# Define a category with explicitly numbered states

b0flav = ROOT.RooCategory("b0flav", "B0 flavour eigenstate")

b0flav.defineType("B0", -1)

b0flav.defineType("B0bar", 1)

b0flav.Print()


# Construct a dummy dataset with random values of tagCat and b0flav

x = ROOT.RooRealVar("x", "x", 0, 10)

p = ROOT.RooPolynomial("p", "p", x)

data = p.generate(ROOT.RooArgSet(x, b0flav, tagCat), 10000)


# Create a cat -> cat mapping category

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


# A RooMappedCategory is category.category mapping function based on string expression

# The constructor takes an input category an a default state name to which unassigned

# states are mapped

tcatType = ROOT.RooMappedCategory(

    "tcatType", "tagCat type", tagCat, "Cut based")


# Enter fully specified state mappings

tcatType.map("Lepton", "Cut based")

tcatType.map("Kaon", "Cut based")


# Enter a wilcard expression mapping

tcatType.map("NetTagger*", "Neural Network")


# Make a table of the mapped category state multiplicit in data

mtable = data.table(tcatType)

mtable.Print("v")


# Create a cat X cat product category

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


# A SUPER-category is 'product' of _lvalue_ categories. The state names of a super

# category is a composite of the state labels of the input categories

b0Xtcat = ROOT.RooSuperCategory(

    "b0Xtcat", "b0flav X tagCat", ROOT.RooArgSet(b0flav, tagCat))


# Make a table of the product category state multiplicity in data

stable = data.table(b0Xtcat)

stable.Print("v")


# Since the super category is an lvalue, is explicitly possible

b0Xtcat.setLabel("{B0bar;Lepton}")


# A MULTI-category is a 'product' of any category (function). The state names of a super

# category is a composite of the state labels of the input categories

b0Xttype = ROOT.RooMultiCategory(

    "b0Xttype", "b0flav X tagType", ROOT.RooArgSet(b0flav, tcatType))


# Make a table of the product category state multiplicity in data

xtable = data.table(b0Xttype)

xtable.Print("v")