#! /usr/bin/env python

from openturns import *

TESTPREAMBLE()
RandomGenerator.SetSeed(0)

try:
    distribution = Multinomial(5, NumericalPoint(3, 0.25))
    size = 10000
    sample = distribution.getSample(size)
    factory = MultinomialFactory()
    estimatedDistribution = factory.build(sample)
    print "distribution=", repr(distribution)
    print "Estimated distribution=", repr(estimatedDistribution)
    estimatedDistribution = factory.build()
    print "Default distribution=", estimatedDistribution
    estimatedMultinomial = factory.buildAsMultinomial(sample)
    print "Multinomial          =", distribution
    print "Estimated multinomial=", estimatedMultinomial
    estimatedMultinomial = factory.buildAsMultinomial()
    print "Default multinomial=", estimatedMultinomial

except:
    import sys
    print "t_MultinomialFactory_std.py", sys.exc_type, sys.exc_value
