#! /usr/bin/python # Copyright 2004-2008 Roman Yakovenko. # Distributed under the Boost Software License, Version 1.0. (See # accompanying file LICENSE_1_0.txt or copy at # http://www.boost.org/LICENSE_1_0.txt) import sys import _random_ #TODO: # normal_distribution, cauchy_distribution # are missed default argument #generators: from _random_ import ecuyer1988 from _random_ import hellekalek1995 from _random_ import kreutzer1986 from _random_ import lagged_fibonacci1279 from _random_ import lagged_fibonacci19937 from _random_ import lagged_fibonacci2281 from _random_ import lagged_fibonacci23209 from _random_ import lagged_fibonacci3217 from _random_ import lagged_fibonacci4423 if sys.platform != 'win32': from _random_ import lagged_fibonacci44497 from _random_ import lagged_fibonacci607 from _random_ import lagged_fibonacci9689 from _random_ import minstd_rand from _random_ import minstd_rand0 from _random_ import mt11213b from _random_ import mt19937 from _random_ import ranlux3 from _random_ import ranlux3_01 from _random_ import ranlux4 from _random_ import ranlux4_01 from _random_ import ranlux64_3_01 from _random_ import ranlux64_4_01 from _random_ import taus88 generators = [ ecuyer1988 , hellekalek1995 , kreutzer1986 , lagged_fibonacci1279 , lagged_fibonacci19937 , lagged_fibonacci2281 , lagged_fibonacci23209 , lagged_fibonacci3217 , lagged_fibonacci4423 , lagged_fibonacci607 , lagged_fibonacci9689 , minstd_rand , minstd_rand0 , mt11213b , mt19937 , ranlux3 , ranlux3_01 , ranlux4 , ranlux4_01 , ranlux64_3_01 , ranlux64_4_01 , taus88 ] if sys.platform != 'win32': generators.append( lagged_fibonacci44497 ) #distribution from _random_ import bernoulli_distribution bernoulli_distribution.__call__ = _random_.py_bernoulli_distribution.call from _random_ import binomial_distribution binomial_distribution.__call__ = _random_.py_binomial_distribution.call from _random_ import cauchy_distribution cauchy_distribution.__call__ = _random_.py_cauchy_distribution.call from _random_ import exponential_distribution exponential_distribution.__call__ = _random_.py_exponential_distribution.call from _random_ import gamma_distribution gamma_distribution.__call__ = _random_.py_gamma_distribution.call from _random_ import geometric_distribution geometric_distribution.__call__ = _random_.py_geometric_distribution.call from _random_ import lognormal_distribution lognormal_distribution.__call__ = _random_.py_lognormal_distribution.call from _random_ import normal_distribution normal_distribution.__call__ = _random_.py_normal_distribution.call from _random_ import poisson_distribution poisson_distribution.__call__ = _random_.py_poisson_distribution.call from _random_ import triangle_distribution triangle_distribution.__call__ = _random_.py_triangle_distribution.call from _random_ import uniform_int uniform_int.__call__ = _random_.py_uniform_int.call from _random_ import uniform_on_sphere uniform_on_sphere.__call__ = _random_.py_uniform_on_sphere.call from _random_ import uniform_real uniform_real.__call__ = _random_.py_uniform_real.call from _random_ import uniform_smallint uniform_smallint.__call__ = _random_.py_uniform_smallint.call distributions = [ bernoulli_distribution , binomial_distribution , cauchy_distribution , exponential_distribution , gamma_distribution , geometric_distribution , lognormal_distribution , normal_distribution , poisson_distribution , triangle_distribution , uniform_int , uniform_on_sphere , uniform_real , uniform_smallint ] __vg = {} for g in generators: __vg[g] = {} __vg[ ecuyer1988 ][ bernoulli_distribution ] = _random_.variate_generator_ecuyer1988__bernoulli_distribution __vg[ ecuyer1988 ][ binomial_distribution ] = _random_.variate_generator_ecuyer1988__binomial_distribution __vg[ ecuyer1988 ][ cauchy_distribution ] = _random_.variate_generator_ecuyer1988__cauchy_distribution __vg[ ecuyer1988 ][ exponential_distribution ] = _random_.variate_generator_ecuyer1988__exponential_distribution __vg[ ecuyer1988 ][ gamma_distribution ] = _random_.variate_generator_ecuyer1988__gamma_distribution __vg[ ecuyer1988 ][ geometric_distribution ] = _random_.variate_generator_ecuyer1988__geometric_distribution __vg[ ecuyer1988 ][ lognormal_distribution ] = _random_.variate_generator_ecuyer1988__lognormal_distribution __vg[ ecuyer1988 ][ normal_distribution ] = _random_.variate_generator_ecuyer1988__normal_distribution __vg[ ecuyer1988 ][ poisson_distribution ] = _random_.variate_generator_ecuyer1988__poisson_distribution __vg[ ecuyer1988 ][ triangle_distribution ] = _random_.variate_generator_ecuyer1988__triangle_distribution __vg[ ecuyer1988 ][ uniform_int ] = _random_.variate_generator_ecuyer1988__uniform_int __vg[ ecuyer1988 ][ uniform_on_sphere ] = _random_.variate_generator_ecuyer1988__uniform_on_sphere __vg[ ecuyer1988 ][ uniform_real ] = _random_.variate_generator_ecuyer1988__uniform_real __vg[ ecuyer1988 ][ uniform_smallint ] = _random_.variate_generator_ecuyer1988__uniform_smallint __vg[ hellekalek1995 ][ bernoulli_distribution ] = _random_.variate_generator_hellekalek1995__bernoulli_distribution __vg[ hellekalek1995 ][ binomial_distribution ] = _random_.variate_generator_hellekalek1995__binomial_distribution __vg[ hellekalek1995 ][ cauchy_distribution ] = _random_.variate_generator_hellekalek1995__cauchy_distribution __vg[ hellekalek1995 ][ exponential_distribution ] = _random_.variate_generator_hellekalek1995__exponential_distribution __vg[ hellekalek1995 ][ gamma_distribution ] = _random_.variate_generator_hellekalek1995__gamma_distribution __vg[ hellekalek1995 ][ geometric_distribution ] = _random_.variate_generator_hellekalek1995__geometric_distribution __vg[ hellekalek1995 ][ lognormal_distribution ] = _random_.variate_generator_hellekalek1995__lognormal_distribution __vg[ hellekalek1995 ][ normal_distribution ] = _random_.variate_generator_hellekalek1995__normal_distribution __vg[ hellekalek1995 ][ poisson_distribution ] = _random_.variate_generator_hellekalek1995__poisson_distribution __vg[ hellekalek1995 ][ triangle_distribution ] = _random_.variate_generator_hellekalek1995__triangle_distribution __vg[ hellekalek1995 ][ uniform_int ] = _random_.variate_generator_hellekalek1995__uniform_int __vg[ hellekalek1995 ][ uniform_on_sphere ] = _random_.variate_generator_hellekalek1995__uniform_on_sphere __vg[ hellekalek1995 ][ uniform_real ] = _random_.variate_generator_hellekalek1995__uniform_real __vg[ hellekalek1995 ][ uniform_smallint ] = _random_.variate_generator_hellekalek1995__uniform_smallint __vg[ kreutzer1986 ][ bernoulli_distribution ] = _random_.variate_generator_kreutzer1986__bernoulli_distribution __vg[ kreutzer1986 ][ binomial_distribution ] = _random_.variate_generator_kreutzer1986__binomial_distribution __vg[ kreutzer1986 ][ cauchy_distribution ] = _random_.variate_generator_kreutzer1986__cauchy_distribution __vg[ kreutzer1986 ][ exponential_distribution ] = _random_.variate_generator_kreutzer1986__exponential_distribution __vg[ kreutzer1986 ][ gamma_distribution ] = _random_.variate_generator_kreutzer1986__gamma_distribution __vg[ kreutzer1986 ][ geometric_distribution ] = _random_.variate_generator_kreutzer1986__geometric_distribution __vg[ kreutzer1986 ][ lognormal_distribution ] = _random_.variate_generator_kreutzer1986__lognormal_distribution __vg[ kreutzer1986 ][ normal_distribution ] = _random_.variate_generator_kreutzer1986__normal_distribution __vg[ kreutzer1986 ][ poisson_distribution ] = _random_.variate_generator_kreutzer1986__poisson_distribution __vg[ kreutzer1986 ][ triangle_distribution ] = _random_.variate_generator_kreutzer1986__triangle_distribution __vg[ kreutzer1986 ][ uniform_int ] = _random_.variate_generator_kreutzer1986__uniform_int __vg[ kreutzer1986 ][ uniform_on_sphere ] = _random_.variate_generator_kreutzer1986__uniform_on_sphere __vg[ kreutzer1986 ][ uniform_real ] = _random_.variate_generator_kreutzer1986__uniform_real __vg[ kreutzer1986 ][ uniform_smallint ] = _random_.variate_generator_kreutzer1986__uniform_smallint __vg[ lagged_fibonacci1279 ][ bernoulli_distribution ] = _random_.variate_generator_lagged_fibonacci1279__bernoulli_distribution __vg[ lagged_fibonacci1279 ][ binomial_distribution ] = _random_.variate_generator_lagged_fibonacci1279__binomial_distribution __vg[ lagged_fibonacci1279 ][ cauchy_distribution ] = _random_.variate_generator_lagged_fibonacci1279__cauchy_distribution __vg[ lagged_fibonacci1279 ][ exponential_distribution ] = _random_.variate_generator_lagged_fibonacci1279__exponential_distribution __vg[ lagged_fibonacci1279 ][ gamma_distribution ] = _random_.variate_generator_lagged_fibonacci1279__gamma_distribution __vg[ lagged_fibonacci1279 ][ geometric_distribution ] = _random_.variate_generator_lagged_fibonacci1279__geometric_distribution __vg[ lagged_fibonacci1279 ][ lognormal_distribution ] = _random_.variate_generator_lagged_fibonacci1279__lognormal_distribution __vg[ lagged_fibonacci1279 ][ normal_distribution ] = _random_.variate_generator_lagged_fibonacci1279__normal_distribution __vg[ lagged_fibonacci1279 ][ poisson_distribution ] = _random_.variate_generator_lagged_fibonacci1279__poisson_distribution __vg[ lagged_fibonacci1279 ][ triangle_distribution ] = _random_.variate_generator_lagged_fibonacci1279__triangle_distribution __vg[ lagged_fibonacci1279 ][ uniform_on_sphere ] = _random_.variate_generator_lagged_fibonacci1279__uniform_on_sphere __vg[ lagged_fibonacci1279 ][ uniform_real ] = _random_.variate_generator_lagged_fibonacci1279__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ lagged_fibonacci19937 ][ bernoulli_distribution ] = _random_.variate_generator_lagged_fibonacci19937__bernoulli_distribution __vg[ lagged_fibonacci19937 ][ binomial_distribution ] = _random_.variate_generator_lagged_fibonacci19937__binomial_distribution __vg[ lagged_fibonacci19937 ][ cauchy_distribution ] = _random_.variate_generator_lagged_fibonacci19937__cauchy_distribution __vg[ lagged_fibonacci19937 ][ exponential_distribution ] = _random_.variate_generator_lagged_fibonacci19937__exponential_distribution __vg[ lagged_fibonacci19937 ][ gamma_distribution ] = _random_.variate_generator_lagged_fibonacci19937__gamma_distribution __vg[ lagged_fibonacci19937 ][ geometric_distribution ] = _random_.variate_generator_lagged_fibonacci19937__geometric_distribution __vg[ lagged_fibonacci19937 ][ lognormal_distribution ] = _random_.variate_generator_lagged_fibonacci19937__lognormal_distribution __vg[ lagged_fibonacci19937 ][ normal_distribution ] = _random_.variate_generator_lagged_fibonacci19937__normal_distribution __vg[ lagged_fibonacci19937 ][ poisson_distribution ] = _random_.variate_generator_lagged_fibonacci19937__poisson_distribution __vg[ lagged_fibonacci19937 ][ triangle_distribution ] = _random_.variate_generator_lagged_fibonacci19937__triangle_distribution __vg[ lagged_fibonacci19937 ][ uniform_on_sphere ] = _random_.variate_generator_lagged_fibonacci19937__uniform_on_sphere __vg[ lagged_fibonacci19937 ][ uniform_real ] = _random_.variate_generator_lagged_fibonacci19937__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ lagged_fibonacci2281 ][ bernoulli_distribution ] = _random_.variate_generator_lagged_fibonacci2281__bernoulli_distribution __vg[ lagged_fibonacci2281 ][ binomial_distribution ] = _random_.variate_generator_lagged_fibonacci2281__binomial_distribution __vg[ lagged_fibonacci2281 ][ cauchy_distribution ] = _random_.variate_generator_lagged_fibonacci2281__cauchy_distribution __vg[ lagged_fibonacci2281 ][ exponential_distribution ] = _random_.variate_generator_lagged_fibonacci2281__exponential_distribution __vg[ lagged_fibonacci2281 ][ gamma_distribution ] = _random_.variate_generator_lagged_fibonacci2281__gamma_distribution __vg[ lagged_fibonacci2281 ][ geometric_distribution ] = _random_.variate_generator_lagged_fibonacci2281__geometric_distribution __vg[ lagged_fibonacci2281 ][ lognormal_distribution ] = _random_.variate_generator_lagged_fibonacci2281__lognormal_distribution __vg[ lagged_fibonacci2281 ][ normal_distribution ] = _random_.variate_generator_lagged_fibonacci2281__normal_distribution __vg[ lagged_fibonacci2281 ][ poisson_distribution ] = _random_.variate_generator_lagged_fibonacci2281__poisson_distribution __vg[ lagged_fibonacci2281 ][ triangle_distribution ] = _random_.variate_generator_lagged_fibonacci2281__triangle_distribution __vg[ lagged_fibonacci2281 ][ uniform_on_sphere ] = _random_.variate_generator_lagged_fibonacci2281__uniform_on_sphere __vg[ lagged_fibonacci2281 ][ uniform_real ] = _random_.variate_generator_lagged_fibonacci2281__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ lagged_fibonacci23209 ][ bernoulli_distribution ] = _random_.variate_generator_lagged_fibonacci23209__bernoulli_distribution __vg[ lagged_fibonacci23209 ][ binomial_distribution ] = _random_.variate_generator_lagged_fibonacci23209__binomial_distribution __vg[ lagged_fibonacci23209 ][ cauchy_distribution ] = _random_.variate_generator_lagged_fibonacci23209__cauchy_distribution __vg[ lagged_fibonacci23209 ][ exponential_distribution ] = _random_.variate_generator_lagged_fibonacci23209__exponential_distribution __vg[ lagged_fibonacci23209 ][ gamma_distribution ] = _random_.variate_generator_lagged_fibonacci23209__gamma_distribution __vg[ lagged_fibonacci23209 ][ geometric_distribution ] = _random_.variate_generator_lagged_fibonacci23209__geometric_distribution __vg[ lagged_fibonacci23209 ][ lognormal_distribution ] = _random_.variate_generator_lagged_fibonacci23209__lognormal_distribution __vg[ lagged_fibonacci23209 ][ normal_distribution ] = _random_.variate_generator_lagged_fibonacci23209__normal_distribution __vg[ lagged_fibonacci23209 ][ poisson_distribution ] = _random_.variate_generator_lagged_fibonacci23209__poisson_distribution __vg[ lagged_fibonacci23209 ][ triangle_distribution ] = _random_.variate_generator_lagged_fibonacci23209__triangle_distribution __vg[ lagged_fibonacci23209 ][ uniform_on_sphere ] = _random_.variate_generator_lagged_fibonacci23209__uniform_on_sphere __vg[ lagged_fibonacci23209 ][ uniform_real ] = _random_.variate_generator_lagged_fibonacci23209__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ lagged_fibonacci3217 ][ bernoulli_distribution ] = _random_.variate_generator_lagged_fibonacci3217__bernoulli_distribution __vg[ lagged_fibonacci3217 ][ binomial_distribution ] = _random_.variate_generator_lagged_fibonacci3217__binomial_distribution __vg[ lagged_fibonacci3217 ][ cauchy_distribution ] = _random_.variate_generator_lagged_fibonacci3217__cauchy_distribution __vg[ lagged_fibonacci3217 ][ exponential_distribution ] = _random_.variate_generator_lagged_fibonacci3217__exponential_distribution __vg[ lagged_fibonacci3217 ][ gamma_distribution ] = _random_.variate_generator_lagged_fibonacci3217__gamma_distribution __vg[ lagged_fibonacci3217 ][ geometric_distribution ] = _random_.variate_generator_lagged_fibonacci3217__geometric_distribution __vg[ lagged_fibonacci3217 ][ lognormal_distribution ] = _random_.variate_generator_lagged_fibonacci3217__lognormal_distribution __vg[ lagged_fibonacci3217 ][ normal_distribution ] = _random_.variate_generator_lagged_fibonacci3217__normal_distribution __vg[ lagged_fibonacci3217 ][ poisson_distribution ] = _random_.variate_generator_lagged_fibonacci3217__poisson_distribution __vg[ lagged_fibonacci3217 ][ triangle_distribution ] = _random_.variate_generator_lagged_fibonacci3217__triangle_distribution __vg[ lagged_fibonacci3217 ][ uniform_int ] = _random_.variate_generator_lagged_fibonacci3217__uniform_on_sphere __vg[ lagged_fibonacci3217 ][ uniform_on_sphere ] = _random_.variate_generator_lagged_fibonacci3217__uniform_real #__vg[ ][ uniform_real ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ lagged_fibonacci4423 ][ bernoulli_distribution ] = _random_.variate_generator_lagged_fibonacci4423__bernoulli_distribution __vg[ lagged_fibonacci4423 ][ binomial_distribution ] = _random_.variate_generator_lagged_fibonacci4423__binomial_distribution __vg[ lagged_fibonacci4423 ][ cauchy_distribution ] = _random_.variate_generator_lagged_fibonacci4423__cauchy_distribution __vg[ lagged_fibonacci4423 ][ exponential_distribution ] = _random_.variate_generator_lagged_fibonacci4423__exponential_distribution __vg[ lagged_fibonacci4423 ][ gamma_distribution ] = _random_.variate_generator_lagged_fibonacci4423__gamma_distribution __vg[ lagged_fibonacci4423 ][ geometric_distribution ] = _random_.variate_generator_lagged_fibonacci4423__geometric_distribution __vg[ lagged_fibonacci4423 ][ lognormal_distribution ] = _random_.variate_generator_lagged_fibonacci4423__lognormal_distribution __vg[ lagged_fibonacci4423 ][ normal_distribution ] = _random_.variate_generator_lagged_fibonacci4423__normal_distribution __vg[ lagged_fibonacci4423 ][ poisson_distribution ] = _random_.variate_generator_lagged_fibonacci4423__poisson_distribution __vg[ lagged_fibonacci4423 ][ triangle_distribution ] = _random_.variate_generator_lagged_fibonacci4423__triangle_distribution __vg[ lagged_fibonacci4423 ][ uniform_on_sphere ] = _random_.variate_generator_lagged_fibonacci4423__uniform_on_sphere __vg[ lagged_fibonacci4423 ][ uniform_real ] = _random_.variate_generator_lagged_fibonacci4423__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist if sys.platform != 'win32': __vg[ lagged_fibonacci44497 ][ bernoulli_distribution ] = _random_.variate_generator_lagged_fibonacci44497__bernoulli_distribution __vg[ lagged_fibonacci44497 ][ binomial_distribution ] = _random_.variate_generator_lagged_fibonacci44497__binomial_distribution __vg[ lagged_fibonacci44497 ][ cauchy_distribution ] = _random_.variate_generator_lagged_fibonacci44497__cauchy_distribution __vg[ lagged_fibonacci44497 ][ exponential_distribution ] = _random_.variate_generator_lagged_fibonacci44497__exponential_distribution __vg[ lagged_fibonacci44497 ][ gamma_distribution ] = _random_.variate_generator_lagged_fibonacci44497__gamma_distribution __vg[ lagged_fibonacci44497 ][ geometric_distribution ] = _random_.variate_generator_lagged_fibonacci44497__geometric_distribution __vg[ lagged_fibonacci44497 ][ lognormal_distribution ] = _random_.variate_generator_lagged_fibonacci44497__lognormal_distribution __vg[ lagged_fibonacci44497 ][ normal_distribution ] = _random_.variate_generator_lagged_fibonacci44497__normal_distribution __vg[ lagged_fibonacci44497 ][ poisson_distribution ] = _random_.variate_generator_lagged_fibonacci44497__poisson_distribution __vg[ lagged_fibonacci44497 ][ triangle_distribution ] = _random_.variate_generator_lagged_fibonacci44497__triangle_distribution __vg[ lagged_fibonacci44497 ][ uniform_on_sphere ] = _random_.variate_generator_lagged_fibonacci44497__uniform_on_sphere __vg[ lagged_fibonacci44497 ][ uniform_real ] = _random_.variate_generator_lagged_fibonacci44497__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ lagged_fibonacci607 ][ bernoulli_distribution ] = _random_.variate_generator_lagged_fibonacci607__bernoulli_distribution __vg[ lagged_fibonacci607 ][ binomial_distribution ] = _random_.variate_generator_lagged_fibonacci607__binomial_distribution __vg[ lagged_fibonacci607 ][ cauchy_distribution ] = _random_.variate_generator_lagged_fibonacci607__cauchy_distribution __vg[ lagged_fibonacci607 ][ exponential_distribution ] = _random_.variate_generator_lagged_fibonacci607__exponential_distribution __vg[ lagged_fibonacci607 ][ gamma_distribution ] = _random_.variate_generator_lagged_fibonacci607__gamma_distribution __vg[ lagged_fibonacci607 ][ geometric_distribution ] = _random_.variate_generator_lagged_fibonacci607__geometric_distribution __vg[ lagged_fibonacci607 ][ lognormal_distribution ] = _random_.variate_generator_lagged_fibonacci607__lognormal_distribution __vg[ lagged_fibonacci607 ][ normal_distribution ] = _random_.variate_generator_lagged_fibonacci607__normal_distribution __vg[ lagged_fibonacci607 ][ poisson_distribution ] = _random_.variate_generator_lagged_fibonacci607__poisson_distribution __vg[ lagged_fibonacci607 ][ triangle_distribution ] = _random_.variate_generator_lagged_fibonacci607__triangle_distribution __vg[ lagged_fibonacci607 ][ uniform_on_sphere ] = _random_.variate_generator_lagged_fibonacci607__uniform_on_sphere __vg[ lagged_fibonacci607 ][ uniform_real ] = _random_.variate_generator_lagged_fibonacci607__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ lagged_fibonacci9689 ][ bernoulli_distribution ] = _random_.variate_generator_lagged_fibonacci9689__bernoulli_distribution __vg[ lagged_fibonacci9689 ][ binomial_distribution ] = _random_.variate_generator_lagged_fibonacci9689__binomial_distribution __vg[ lagged_fibonacci9689 ][ cauchy_distribution ] = _random_.variate_generator_lagged_fibonacci9689__cauchy_distribution __vg[ lagged_fibonacci9689 ][ exponential_distribution ] = _random_.variate_generator_lagged_fibonacci9689__exponential_distribution __vg[ lagged_fibonacci9689 ][ gamma_distribution ] = _random_.variate_generator_lagged_fibonacci9689__gamma_distribution __vg[ lagged_fibonacci9689 ][ geometric_distribution ] = _random_.variate_generator_lagged_fibonacci9689__geometric_distribution __vg[ lagged_fibonacci9689 ][ lognormal_distribution ] = _random_.variate_generator_lagged_fibonacci9689__lognormal_distribution __vg[ lagged_fibonacci9689 ][ normal_distribution ] = _random_.variate_generator_lagged_fibonacci9689__normal_distribution __vg[ lagged_fibonacci9689 ][ poisson_distribution ] = _random_.variate_generator_lagged_fibonacci9689__poisson_distribution __vg[ lagged_fibonacci9689 ][ triangle_distribution ] = _random_.variate_generator_lagged_fibonacci9689__triangle_distribution __vg[ lagged_fibonacci9689 ][ uniform_on_sphere ] = _random_.variate_generator_lagged_fibonacci9689__uniform_on_sphere __vg[ lagged_fibonacci9689 ][ uniform_real ] = _random_.variate_generator_lagged_fibonacci9689__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ minstd_rand0 ][ bernoulli_distribution ] = _random_.variate_generator_minstd_rand0__bernoulli_distribution __vg[ minstd_rand0 ][ binomial_distribution ] = _random_.variate_generator_minstd_rand0__binomial_distribution __vg[ minstd_rand0 ][ cauchy_distribution ] = _random_.variate_generator_minstd_rand0__cauchy_distribution __vg[ minstd_rand0 ][ exponential_distribution ] = _random_.variate_generator_minstd_rand0__exponential_distribution __vg[ minstd_rand0 ][ gamma_distribution ] = _random_.variate_generator_minstd_rand0__gamma_distribution __vg[ minstd_rand0 ][ geometric_distribution ] = _random_.variate_generator_minstd_rand0__geometric_distribution __vg[ minstd_rand0 ][ lognormal_distribution ] = _random_.variate_generator_minstd_rand0__lognormal_distribution __vg[ minstd_rand0 ][ normal_distribution ] = _random_.variate_generator_minstd_rand0__normal_distribution __vg[ minstd_rand0 ][ poisson_distribution ] = _random_.variate_generator_minstd_rand0__poisson_distribution __vg[ minstd_rand0 ][ triangle_distribution ] = _random_.variate_generator_minstd_rand0__triangle_distribution __vg[ minstd_rand0 ][ uniform_int ] = _random_.variate_generator_minstd_rand0__uniform_int __vg[ minstd_rand0 ][ uniform_on_sphere ] = _random_.variate_generator_minstd_rand0__uniform_on_sphere __vg[ minstd_rand0 ][ uniform_real ] = _random_.variate_generator_minstd_rand0__uniform_real __vg[ minstd_rand0 ][ uniform_smallint ] = _random_.variate_generator_minstd_rand0__uniform_smallint __vg[ minstd_rand ][ bernoulli_distribution ] = _random_.variate_generator_minstd_rand__bernoulli_distribution __vg[ minstd_rand ][ binomial_distribution ] = _random_.variate_generator_minstd_rand__binomial_distribution __vg[ minstd_rand ][ cauchy_distribution ] = _random_.variate_generator_minstd_rand__cauchy_distribution __vg[ minstd_rand ][ exponential_distribution ] = _random_.variate_generator_minstd_rand__exponential_distribution __vg[ minstd_rand ][ gamma_distribution ] = _random_.variate_generator_minstd_rand__gamma_distribution __vg[ minstd_rand ][ geometric_distribution ] = _random_.variate_generator_minstd_rand__geometric_distribution __vg[ minstd_rand ][ lognormal_distribution ] = _random_.variate_generator_minstd_rand__lognormal_distribution __vg[ minstd_rand ][ normal_distribution ] = _random_.variate_generator_minstd_rand__normal_distribution __vg[ minstd_rand ][ poisson_distribution ] = _random_.variate_generator_minstd_rand__poisson_distribution __vg[ minstd_rand ][ triangle_distribution ] = _random_.variate_generator_minstd_rand__triangle_distribution __vg[ minstd_rand ][ uniform_int ] = _random_.variate_generator_minstd_rand__uniform_int __vg[ minstd_rand ][ uniform_on_sphere ] = _random_.variate_generator_minstd_rand__uniform_on_sphere __vg[ minstd_rand ][ uniform_real ] = _random_.variate_generator_minstd_rand__uniform_real __vg[ minstd_rand ][ uniform_smallint ] = _random_.variate_generator_minstd_rand__uniform_smallint __vg[ mt11213b ][ bernoulli_distribution ] = _random_.variate_generator_mt11213b__bernoulli_distribution __vg[ mt11213b ][ binomial_distribution ] = _random_.variate_generator_mt11213b__binomial_distribution __vg[ mt11213b ][ cauchy_distribution ] = _random_.variate_generator_mt11213b__cauchy_distribution __vg[ mt11213b ][ exponential_distribution ] = _random_.variate_generator_mt11213b__exponential_distribution __vg[ mt11213b ][ gamma_distribution ] = _random_.variate_generator_mt11213b__gamma_distribution __vg[ mt11213b ][ geometric_distribution ] = _random_.variate_generator_mt11213b__geometric_distribution __vg[ mt11213b ][ lognormal_distribution ] = _random_.variate_generator_mt11213b__lognormal_distribution __vg[ mt11213b ][ normal_distribution ] = _random_.variate_generator_mt11213b__normal_distribution __vg[ mt11213b ][ poisson_distribution ] = _random_.variate_generator_mt11213b__poisson_distribution __vg[ mt11213b ][ triangle_distribution ] = _random_.variate_generator_mt11213b__triangle_distribution __vg[ mt11213b ][ uniform_int ] = _random_.variate_generator_mt11213b__uniform_int __vg[ mt11213b ][ uniform_on_sphere ] = _random_.variate_generator_mt11213b__uniform_on_sphere __vg[ mt11213b ][ uniform_real ] = _random_.variate_generator_mt11213b__uniform_real __vg[ mt11213b ][ uniform_smallint ] = _random_.variate_generator_mt11213b__uniform_smallint __vg[ mt19937 ][ bernoulli_distribution ] = _random_.variate_generator_mt19937__bernoulli_distribution __vg[ mt19937 ][ binomial_distribution ] = _random_.variate_generator_mt19937__binomial_distribution __vg[ mt19937 ][ cauchy_distribution ] = _random_.variate_generator_mt19937__cauchy_distribution __vg[ mt19937 ][ exponential_distribution ] = _random_.variate_generator_mt19937__exponential_distribution __vg[ mt19937 ][ gamma_distribution ] = _random_.variate_generator_mt19937__gamma_distribution __vg[ mt19937 ][ geometric_distribution ] = _random_.variate_generator_mt19937__geometric_distribution __vg[ mt19937 ][ lognormal_distribution ] = _random_.variate_generator_mt19937__lognormal_distribution __vg[ mt19937 ][ normal_distribution ] = _random_.variate_generator_mt19937__normal_distribution __vg[ mt19937 ][ poisson_distribution ] = _random_.variate_generator_mt19937__poisson_distribution __vg[ mt19937 ][ triangle_distribution ] = _random_.variate_generator_mt19937__triangle_distribution __vg[ mt19937 ][ uniform_int ] = _random_.variate_generator_mt19937__uniform_int __vg[ mt19937 ][ uniform_on_sphere ] = _random_.variate_generator_mt19937__uniform_on_sphere __vg[ mt19937 ][ uniform_real ] = _random_.variate_generator_mt19937__uniform_real __vg[ mt19937 ][ uniform_smallint ] = _random_.variate_generator_mt19937__uniform_smallint __vg[ ranlux3_01 ][ bernoulli_distribution ] = _random_.variate_generator_ranlux3_01__bernoulli_distribution __vg[ ranlux3_01 ][ binomial_distribution ] = _random_.variate_generator_ranlux3_01__binomial_distribution __vg[ ranlux3_01 ][ cauchy_distribution ] = _random_.variate_generator_ranlux3_01__cauchy_distribution __vg[ ranlux3_01 ][ exponential_distribution ] = _random_.variate_generator_ranlux3_01__exponential_distribution __vg[ ranlux3_01 ][ gamma_distribution ] = _random_.variate_generator_ranlux3_01__gamma_distribution __vg[ ranlux3_01 ][ geometric_distribution ] = _random_.variate_generator_ranlux3_01__geometric_distribution __vg[ ranlux3_01 ][ lognormal_distribution ] = _random_.variate_generator_ranlux3_01__lognormal_distribution __vg[ ranlux3_01 ][ normal_distribution ] = _random_.variate_generator_ranlux3_01__normal_distribution __vg[ ranlux3_01 ][ poisson_distribution ] = _random_.variate_generator_ranlux3_01__poisson_distribution __vg[ ranlux3_01 ][ triangle_distribution ] = _random_.variate_generator_ranlux3_01__triangle_distribution __vg[ ranlux3_01 ][ uniform_on_sphere ] = _random_.variate_generator_ranlux3_01__uniform_on_sphere __vg[ ranlux3_01 ][ uniform_real ] = _random_.variate_generator_ranlux3_01__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ ranlux3 ][ bernoulli_distribution ] = _random_.variate_generator_ranlux3__bernoulli_distribution __vg[ ranlux3 ][ binomial_distribution ] = _random_.variate_generator_ranlux3__binomial_distribution __vg[ ranlux3 ][ cauchy_distribution ] = _random_.variate_generator_ranlux3__cauchy_distribution __vg[ ranlux3 ][ exponential_distribution ] = _random_.variate_generator_ranlux3__exponential_distribution __vg[ ranlux3 ][ gamma_distribution ] = _random_.variate_generator_ranlux3__gamma_distribution __vg[ ranlux3 ][ geometric_distribution ] = _random_.variate_generator_ranlux3__geometric_distribution __vg[ ranlux3 ][ lognormal_distribution ] = _random_.variate_generator_ranlux3__lognormal_distribution __vg[ ranlux3 ][ normal_distribution ] = _random_.variate_generator_ranlux3__normal_distribution __vg[ ranlux3 ][ poisson_distribution ] = _random_.variate_generator_ranlux3__poisson_distribution __vg[ ranlux3 ][ triangle_distribution ] = _random_.variate_generator_ranlux3__triangle_distribution __vg[ ranlux3 ][ uniform_int ] = _random_.variate_generator_ranlux3__uniform_int __vg[ ranlux3 ][ uniform_on_sphere ] = _random_.variate_generator_ranlux3__uniform_on_sphere __vg[ ranlux3 ][ uniform_real ] = _random_.variate_generator_ranlux3__uniform_real __vg[ ranlux3 ][ uniform_smallint ] = _random_.variate_generator_ranlux3__uniform_smallint __vg[ ranlux4_01 ][ bernoulli_distribution ] = _random_.variate_generator_ranlux4_01__bernoulli_distribution __vg[ ranlux4_01 ][ binomial_distribution ] = _random_.variate_generator_ranlux4_01__binomial_distribution __vg[ ranlux4_01 ][ cauchy_distribution ] = _random_.variate_generator_ranlux4_01__cauchy_distribution __vg[ ranlux4_01 ][ exponential_distribution ] = _random_.variate_generator_ranlux4_01__exponential_distribution __vg[ ranlux4_01 ][ gamma_distribution ] = _random_.variate_generator_ranlux4_01__gamma_distribution __vg[ ranlux4_01 ][ geometric_distribution ] = _random_.variate_generator_ranlux4_01__geometric_distribution __vg[ ranlux4_01 ][ lognormal_distribution ] = _random_.variate_generator_ranlux4_01__lognormal_distribution __vg[ ranlux4_01 ][ normal_distribution ] = _random_.variate_generator_ranlux4_01__normal_distribution __vg[ ranlux4_01 ][ poisson_distribution ] = _random_.variate_generator_ranlux4_01__poisson_distribution __vg[ ranlux4_01 ][ triangle_distribution ] = _random_.variate_generator_ranlux4_01__triangle_distribution __vg[ ranlux4_01 ][ uniform_on_sphere ] = _random_.variate_generator_ranlux4_01__uniform_on_sphere __vg[ ranlux4_01 ][ uniform_real ] = _random_.variate_generator_ranlux4_01__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ ranlux4 ][ bernoulli_distribution ] = _random_.variate_generator_ranlux4__bernoulli_distribution __vg[ ranlux4 ][ binomial_distribution ] = _random_.variate_generator_ranlux4__binomial_distribution __vg[ ranlux4 ][ cauchy_distribution ] = _random_.variate_generator_ranlux4__cauchy_distribution __vg[ ranlux4 ][ exponential_distribution ] = _random_.variate_generator_ranlux4__exponential_distribution __vg[ ranlux4 ][ gamma_distribution ] = _random_.variate_generator_ranlux4__gamma_distribution __vg[ ranlux4 ][ geometric_distribution ] = _random_.variate_generator_ranlux4__geometric_distribution __vg[ ranlux4 ][ lognormal_distribution ] = _random_.variate_generator_ranlux4__lognormal_distribution __vg[ ranlux4 ][ normal_distribution ] = _random_.variate_generator_ranlux4__normal_distribution __vg[ ranlux4 ][ poisson_distribution ] = _random_.variate_generator_ranlux4__poisson_distribution __vg[ ranlux4 ][ triangle_distribution ] = _random_.variate_generator_ranlux4__triangle_distribution __vg[ ranlux4 ][ uniform_int ] = _random_.variate_generator_ranlux4__uniform_int __vg[ ranlux4 ][ uniform_on_sphere ] = _random_.variate_generator_ranlux4__uniform_on_sphere __vg[ ranlux4 ][ uniform_real ] = _random_.variate_generator_ranlux4__uniform_real __vg[ ranlux4 ][ uniform_smallint ] = _random_.variate_generator_ranlux4__uniform_smallint __vg[ ranlux64_3_01 ][ bernoulli_distribution ] = _random_.variate_generator_ranlux64_3_01__bernoulli_distribution __vg[ ranlux64_3_01 ][ binomial_distribution ] = _random_.variate_generator_ranlux64_3_01__binomial_distribution __vg[ ranlux64_3_01 ][ cauchy_distribution ] = _random_.variate_generator_ranlux64_3_01__cauchy_distribution __vg[ ranlux64_3_01 ][ exponential_distribution ] = _random_.variate_generator_ranlux64_3_01__exponential_distribution __vg[ ranlux64_3_01 ][ gamma_distribution ] = _random_.variate_generator_ranlux64_3_01__gamma_distribution __vg[ ranlux64_3_01 ][ geometric_distribution ] = _random_.variate_generator_ranlux64_3_01__geometric_distribution __vg[ ranlux64_3_01 ][ lognormal_distribution ] = _random_.variate_generator_ranlux64_3_01__lognormal_distribution __vg[ ranlux64_3_01 ][ normal_distribution ] = _random_.variate_generator_ranlux64_3_01__normal_distribution __vg[ ranlux64_3_01 ][ poisson_distribution ] = _random_.variate_generator_ranlux64_3_01__poisson_distribution __vg[ ranlux64_3_01 ][ triangle_distribution ] = _random_.variate_generator_ranlux64_3_01__triangle_distribution __vg[ ranlux64_3_01 ][ uniform_on_sphere ] = _random_.variate_generator_ranlux64_3_01__uniform_on_sphere __vg[ ranlux64_3_01 ][ uniform_real ] = _random_.variate_generator_ranlux64_3_01__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ ranlux64_4_01 ][ bernoulli_distribution ] = _random_.variate_generator_ranlux64_4_01__bernoulli_distribution __vg[ ranlux64_4_01 ][ binomial_distribution ] = _random_.variate_generator_ranlux64_4_01__binomial_distribution __vg[ ranlux64_4_01 ][ cauchy_distribution ] = _random_.variate_generator_ranlux64_4_01__cauchy_distribution __vg[ ranlux64_4_01 ][ exponential_distribution ] = _random_.variate_generator_ranlux64_4_01__exponential_distribution __vg[ ranlux64_4_01 ][ gamma_distribution ] = _random_.variate_generator_ranlux64_4_01__gamma_distribution __vg[ ranlux64_4_01 ][ geometric_distribution ] = _random_.variate_generator_ranlux64_4_01__geometric_distribution __vg[ ranlux64_4_01 ][ lognormal_distribution ] = _random_.variate_generator_ranlux64_4_01__lognormal_distribution __vg[ ranlux64_4_01 ][ normal_distribution ] = _random_.variate_generator_ranlux64_4_01__normal_distribution __vg[ ranlux64_4_01 ][ poisson_distribution ] = _random_.variate_generator_ranlux64_4_01__poisson_distribution __vg[ ranlux64_4_01 ][ triangle_distribution ] = _random_.variate_generator_ranlux64_4_01__triangle_distribution __vg[ ranlux64_4_01 ][ uniform_on_sphere ] = _random_.variate_generator_ranlux64_4_01__uniform_on_sphere __vg[ ranlux64_4_01 ][ uniform_real ] = _random_.variate_generator_ranlux64_4_01__uniform_real #__vg[ ][ uniform_int ] = _random_.does not exist #__vg[ ][ uniform_smallint ] = _random_.does not exist __vg[ taus88 ][ bernoulli_distribution ] = _random_.variate_generator_taus88__bernoulli_distribution __vg[ taus88 ][ binomial_distribution ] = _random_.variate_generator_taus88__binomial_distribution __vg[ taus88 ][ cauchy_distribution ] = _random_.variate_generator_taus88__cauchy_distribution __vg[ taus88 ][ exponential_distribution ] = _random_.variate_generator_taus88__exponential_distribution __vg[ taus88 ][ gamma_distribution ] = _random_.variate_generator_taus88__gamma_distribution __vg[ taus88 ][ geometric_distribution ] = _random_.variate_generator_taus88__geometric_distribution __vg[ taus88 ][ lognormal_distribution ] = _random_.variate_generator_taus88__lognormal_distribution __vg[ taus88 ][ normal_distribution ] = _random_.variate_generator_taus88__normal_distribution __vg[ taus88 ][ poisson_distribution ] = _random_.variate_generator_taus88__poisson_distribution __vg[ taus88 ][ triangle_distribution ] = _random_.variate_generator_taus88__triangle_distribution __vg[ taus88 ][ uniform_int ] = _random_.variate_generator_taus88__uniform_int __vg[ taus88 ][ uniform_on_sphere ] = _random_.variate_generator_taus88__uniform_on_sphere __vg[ taus88 ][ uniform_real ] = _random_.variate_generator_taus88__uniform_real __vg[ taus88 ][ uniform_smallint ] = _random_.variate_generator_taus88__uniform_smallint def variate_generator( generator, distribution ): global __vg global distributions gcls = generator.__class__ if not __vg.has_key( gcls ): raise RuntimeError( 'Unable to create variate_generator - unknown generator type!' ) dcls = distribution.__class__ if dcls not in distributions: raise RuntimeError( 'Unable to create variate_generator - unknown distribution type!' ) valid_distrs = __vg[ gcls ] if not valid_distrs.has_key( dcls ): raise RuntimeError( 'Unable to create variate_generator(%s, %s) - takoe sochetanie does not exist!' % ( gcls.__name__, dcls.__name__ ) ) return valid_distrs[dcls]( generator, distribution ) def variate_generator_exists( generator, distribution ): global __vg global distributions gcls = generator.__class__ if not __vg.has_key( gcls ): return False dcls = distribution.__class__ if dcls not in distributions: return False valid_distrs = __vg[ gcls ] return valid_distrs.has_key( dcls )