253 lines
10 KiB
C++
253 lines
10 KiB
C++
/* test_piecewise_linear_distribution.cpp
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*
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* Copyright Steven Watanabe 2011
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* Distributed under the Boost Software License, Version 1.0. (See
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* accompanying file LICENSE_1_0.txt or copy at
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* http://www.boost.org/LICENSE_1_0.txt)
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*
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* $Id$
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*
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*/
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#include <boost/random/piecewise_linear_distribution.hpp>
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#include <boost/random/linear_congruential.hpp>
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#include <boost/assign/list_of.hpp>
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#include <sstream>
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#include <vector>
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#include "concepts.hpp"
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#define BOOST_TEST_MAIN
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#include <boost/test/unit_test.hpp>
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using boost::random::test::RandomNumberDistribution;
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using boost::random::piecewise_linear_distribution;
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BOOST_CONCEPT_ASSERT((RandomNumberDistribution< piecewise_linear_distribution<> >));
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struct gen {
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double operator()(double arg) {
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if(arg < 97) return 100;
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else if(arg < 101) return 3;
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else if(arg < 105) return 1;
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else if(arg < 109) return 2;
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else if(arg < 113) return 1;
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else if(arg < 117) return 5;
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else return 100;
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}
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};
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#define CHECK_SEQUENCE(actual, expected) \
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do { \
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std::vector<double> _actual = (actual); \
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std::vector<double> _expected = (expected); \
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BOOST_CHECK_EQUAL_COLLECTIONS( \
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_actual.begin(), _actual.end(), \
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_expected.begin(), _expected.end()); \
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} while(false)
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using boost::assign::list_of;
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BOOST_AUTO_TEST_CASE(test_constructors) {
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boost::random::piecewise_linear_distribution<> dist;
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CHECK_SEQUENCE(dist.intervals(), list_of(0.0)(1.0));
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CHECK_SEQUENCE(dist.densities(), list_of(1.0)(1.0));
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#ifndef BOOST_NO_CXX11_HDR_INITIALIZER_LIST
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boost::random::piecewise_linear_distribution<> dist_il = {
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{ 99, 103, 107, 111, 115 },
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gen()
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};
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CHECK_SEQUENCE(dist_il.intervals(), list_of(99)(103)(107)(111)(115));
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CHECK_SEQUENCE(dist_il.densities(),
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list_of(.09375)(.03125)(0.0625)(.03125)(.15625));
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boost::random::piecewise_linear_distribution<> dist_il2 = {
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{ 99 },
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gen()
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};
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CHECK_SEQUENCE(dist_il2.intervals(), list_of(0.0)(1.0));
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CHECK_SEQUENCE(dist_il2.densities(), list_of(1.0)(1.0));
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#endif
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std::vector<double> intervals = boost::assign::list_of(0)(1)(2)(3)(5);
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std::vector<double> weights = boost::assign::list_of(3)(1)(2)(1)(2);
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std::vector<double> intervals2 = boost::assign::list_of(99);
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std::vector<double> weights2 = boost::assign::list_of(2);
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boost::random::piecewise_linear_distribution<> dist_r(intervals, weights);
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CHECK_SEQUENCE(dist_r.intervals(), list_of(0)(1)(2)(3)(5));
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CHECK_SEQUENCE(dist_r.densities(), list_of(.375)(.125)(.25)(.125)(.25));
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boost::random::piecewise_linear_distribution<>
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dist_r2(intervals2, weights2);
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CHECK_SEQUENCE(dist_r2.intervals(), list_of(0.0)(1.0));
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CHECK_SEQUENCE(dist_r2.densities(), list_of(1.0)(1.0));
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boost::random::piecewise_linear_distribution<> dist_it(
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intervals.begin(), intervals.end(), weights.begin());
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CHECK_SEQUENCE(dist_it.intervals(), list_of(0)(1)(2)(3)(5));
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CHECK_SEQUENCE(dist_it.densities(), list_of(.375)(.125)(.25)(.125)(.25));
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boost::random::piecewise_linear_distribution<> dist_it2(
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intervals2.begin(), intervals2.end(), weights2.begin());
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CHECK_SEQUENCE(dist_it2.intervals(), list_of(0.0)(1.0));
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CHECK_SEQUENCE(dist_it2.densities(), list_of(1.0)(1.0));
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boost::random::piecewise_linear_distribution<> dist_fun(4, 99,115, gen());
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CHECK_SEQUENCE(dist_fun.intervals(), list_of(99)(103)(107)(111)(115));
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CHECK_SEQUENCE(dist_fun.densities(),
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list_of(.09375)(.03125)(0.0625)(.03125)(.15625));
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boost::random::piecewise_linear_distribution<>
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dist_fun2(1, 99, 115, gen());
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CHECK_SEQUENCE(dist_fun2.intervals(), list_of(99)(115));
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CHECK_SEQUENCE(dist_fun2.densities(), list_of(0.046875)(0.078125));
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boost::random::piecewise_linear_distribution<> copy(dist);
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BOOST_CHECK_EQUAL(dist, copy);
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boost::random::piecewise_linear_distribution<> copy_r(dist_r);
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BOOST_CHECK_EQUAL(dist_r, copy_r);
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boost::random::piecewise_linear_distribution<> notpow2(3, 99, 111, gen());
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BOOST_REQUIRE_EQUAL(notpow2.densities().size(), 4u);
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BOOST_CHECK_CLOSE_FRACTION(notpow2.densities()[0], 0.15, 1e-12);
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BOOST_CHECK_CLOSE_FRACTION(notpow2.densities()[1], 0.05, 1e-12);
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BOOST_CHECK_CLOSE_FRACTION(notpow2.densities()[2], 0.1, 1e-12);
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BOOST_CHECK_CLOSE_FRACTION(notpow2.densities()[3], 0.05, 1e-12);
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boost::random::piecewise_linear_distribution<> copy_notpow2(notpow2);
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BOOST_CHECK_EQUAL(notpow2, copy_notpow2);
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}
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BOOST_AUTO_TEST_CASE(test_param) {
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std::vector<double> intervals = boost::assign::list_of(0)(1)(2)(3)(5);
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std::vector<double> weights = boost::assign::list_of(3)(1)(2)(1)(2);
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std::vector<double> intervals2 = boost::assign::list_of(99);
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std::vector<double> weights2 = boost::assign::list_of(2);
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boost::random::piecewise_linear_distribution<> dist(intervals, weights);
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boost::random::piecewise_linear_distribution<>::param_type
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param = dist.param();
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CHECK_SEQUENCE(param.intervals(), list_of(0)(1)(2)(3)(5));
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CHECK_SEQUENCE(param.densities(), list_of(.375)(.125)(.25)(.125)(.25));
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boost::random::piecewise_linear_distribution<> copy1(param);
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BOOST_CHECK_EQUAL(dist, copy1);
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boost::random::piecewise_linear_distribution<> copy2;
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copy2.param(param);
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BOOST_CHECK_EQUAL(dist, copy2);
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boost::random::piecewise_linear_distribution<>::param_type
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param_copy = param;
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BOOST_CHECK_EQUAL(param, param_copy);
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BOOST_CHECK(param == param_copy);
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BOOST_CHECK(!(param != param_copy));
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boost::random::piecewise_linear_distribution<>::param_type param_default;
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CHECK_SEQUENCE(param_default.intervals(), list_of(0.0)(1.0));
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CHECK_SEQUENCE(param_default.densities(), list_of(1.0)(1.0));
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BOOST_CHECK(param != param_default);
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BOOST_CHECK(!(param == param_default));
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#ifndef BOOST_NO_CXX11_HDR_INITIALIZER_LIST
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boost::random::piecewise_linear_distribution<>::param_type parm_il = {
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{ 99, 103, 107, 111, 115 },
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gen()
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};
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CHECK_SEQUENCE(parm_il.intervals(), list_of(99)(103)(107)(111)(115));
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CHECK_SEQUENCE(parm_il.densities(),
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list_of(.09375)(.03125)(0.0625)(.03125)(.15625));
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boost::random::piecewise_linear_distribution<>::param_type parm_il2 = {
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{ 99 },
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gen()
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};
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CHECK_SEQUENCE(parm_il2.intervals(), list_of(0.0)(1.0));
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CHECK_SEQUENCE(parm_il2.densities(), list_of(1.0)(1.0));
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#endif
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boost::random::piecewise_linear_distribution<>::param_type
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parm_r(intervals, weights);
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CHECK_SEQUENCE(parm_r.intervals(), list_of(0)(1)(2)(3)(5));
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CHECK_SEQUENCE(parm_r.densities(), list_of(.375)(.125)(.25)(.125)(.25));
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boost::random::piecewise_linear_distribution<>::param_type
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parm_r2(intervals2, weights2);
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CHECK_SEQUENCE(parm_r2.intervals(), list_of(0.0)(1.0));
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CHECK_SEQUENCE(parm_r2.densities(), list_of(1.0)(1.0));
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boost::random::piecewise_linear_distribution<>::param_type
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parm_it(intervals.begin(), intervals.end(), weights.begin());
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CHECK_SEQUENCE(parm_it.intervals(), list_of(0)(1)(2)(3)(5));
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CHECK_SEQUENCE(parm_it.densities(), list_of(.375)(.125)(.25)(.125)(.25));
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boost::random::piecewise_linear_distribution<>::param_type
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parm_it2(intervals2.begin(), intervals2.end(), weights2.begin());
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CHECK_SEQUENCE(parm_it2.intervals(), list_of(0.0)(1.0));
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CHECK_SEQUENCE(parm_it2.densities(), list_of(1.0)(1.0));
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boost::random::piecewise_linear_distribution<>::param_type
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parm_fun(4, 99, 115, gen());
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CHECK_SEQUENCE(parm_fun.intervals(), list_of(99)(103)(107)(111)(115));
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CHECK_SEQUENCE(parm_fun.densities(),
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list_of(.09375)(.03125)(0.0625)(.03125)(.15625));
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boost::random::piecewise_linear_distribution<>::param_type
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parm_fun2(1, 99, 115, gen());
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CHECK_SEQUENCE(parm_fun2.intervals(), list_of(99)(115));
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CHECK_SEQUENCE(parm_fun2.densities(), list_of(0.046875)(0.078125));
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}
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BOOST_AUTO_TEST_CASE(test_min_max) {
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std::vector<double> intervals = boost::assign::list_of(0)(1)(2)(3)(5);
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std::vector<double> weights = boost::assign::list_of(3)(1)(2)(1)(2);
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boost::random::piecewise_linear_distribution<> dist;
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BOOST_CHECK_EQUAL((dist.min)(), 0.0);
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BOOST_CHECK_EQUAL((dist.max)(), 1.0);
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boost::random::piecewise_linear_distribution<> dist_r(intervals, weights);
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BOOST_CHECK_EQUAL((dist_r.min)(), 0.0);
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BOOST_CHECK_EQUAL((dist_r.max)(), 5.0);
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}
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BOOST_AUTO_TEST_CASE(test_comparison) {
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std::vector<double> intervals = boost::assign::list_of(0)(1)(2)(3)(5);
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std::vector<double> weights = boost::assign::list_of(3)(1)(2)(1)(2);
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boost::random::piecewise_linear_distribution<> dist;
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boost::random::piecewise_linear_distribution<> dist_copy(dist);
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boost::random::piecewise_linear_distribution<> dist_r(intervals, weights);
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boost::random::piecewise_linear_distribution<> dist_r_copy(dist_r);
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BOOST_CHECK(dist == dist_copy);
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BOOST_CHECK(!(dist != dist_copy));
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BOOST_CHECK(dist_r == dist_r_copy);
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BOOST_CHECK(!(dist_r != dist_r_copy));
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BOOST_CHECK(dist != dist_r);
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BOOST_CHECK(!(dist == dist_r));
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}
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BOOST_AUTO_TEST_CASE(test_streaming) {
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std::vector<double> intervals = boost::assign::list_of(0)(1)(2)(3)(5);
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std::vector<double> weights = boost::assign::list_of(3)(1)(2)(1)(2);
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boost::random::piecewise_linear_distribution<> dist(intervals, weights);
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std::stringstream stream;
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stream << dist;
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boost::random::piecewise_linear_distribution<> restored_dist;
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stream >> restored_dist;
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BOOST_CHECK_EQUAL(dist, restored_dist);
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}
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BOOST_AUTO_TEST_CASE(test_generation) {
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std::vector<double> intervals = boost::assign::list_of(1)(2);
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std::vector<double> weights = boost::assign::list_of(1)(1);
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boost::minstd_rand0 gen;
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boost::random::piecewise_linear_distribution<> dist;
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boost::random::piecewise_linear_distribution<> dist_r(intervals, weights);
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for(int i = 0; i < 10; ++i) {
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double value = dist(gen);
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BOOST_CHECK_GE(value, 0.0);
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BOOST_CHECK_LT(value, 1.0);
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double value_r = dist_r(gen);
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BOOST_CHECK_GE(value_r, 1.0);
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BOOST_CHECK_LT(value_r, 2.0);
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double value_param = dist_r(gen, dist.param());
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BOOST_CHECK_GE(value_param, 0.0);
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BOOST_CHECK_LT(value_param, 1.0);
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double value_r_param = dist(gen, dist_r.param());
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BOOST_CHECK_GE(value_r_param, 1.0);
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BOOST_CHECK_LT(value_r_param, 2.0);
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}
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}
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