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