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author | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-04-27 18:24:20 +0000 |
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committer | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-04-27 18:24:20 +0000 |
commit | 483eb2f56657e8e7f419ab1a4fab8dce9ade8609 (patch) | |
tree | e5d88d25d870d5dedacb6bbdbe2a966086a0a5cf /src/boost/libs/accumulators/test/kurtosis.cpp | |
parent | Initial commit. (diff) | |
download | ceph-upstream.tar.xz ceph-upstream.zip |
Adding upstream version 14.2.21.upstream/14.2.21upstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'src/boost/libs/accumulators/test/kurtosis.cpp')
-rw-r--r-- | src/boost/libs/accumulators/test/kurtosis.cpp | 102 |
1 files changed, 102 insertions, 0 deletions
diff --git a/src/boost/libs/accumulators/test/kurtosis.cpp b/src/boost/libs/accumulators/test/kurtosis.cpp new file mode 100644 index 00000000..92c5cfe9 --- /dev/null +++ b/src/boost/libs/accumulators/test/kurtosis.cpp @@ -0,0 +1,102 @@ +// (C) Copyright 2006 Eric Niebler, Olivier Gygi. +// Use, modification and distribution are subject to 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) + +// Test case for kurtosis.hpp + +#include <boost/random.hpp> +#include <boost/test/unit_test.hpp> +#include <boost/test/floating_point_comparison.hpp> +#include <boost/accumulators/numeric/functional/vector.hpp> +#include <boost/accumulators/numeric/functional/complex.hpp> +#include <boost/accumulators/numeric/functional/valarray.hpp> +#include <boost/accumulators/accumulators.hpp> +#include <boost/accumulators/statistics/stats.hpp> +#include <boost/accumulators/statistics/kurtosis.hpp> +#include <sstream> +#include <boost/archive/text_oarchive.hpp> +#include <boost/archive/text_iarchive.hpp> + +using namespace boost; +using namespace unit_test; +using namespace boost::accumulators; + +/////////////////////////////////////////////////////////////////////////////// +// test_stat +// +void test_stat() +{ + // tolerance in % + // double epsilon = 1; + + accumulator_set<double, stats<tag::kurtosis > > acc1; + accumulator_set<int, stats<tag::kurtosis > > acc2; + + // two random number generators + boost::lagged_fibonacci607 rng; + boost::normal_distribution<> mean_sigma(0,1); + boost::variate_generator<boost::lagged_fibonacci607&, boost::normal_distribution<> > normal(rng, mean_sigma); + + for (std::size_t i=0; i<100000; ++i) + { + acc1(normal()); + } + + // This check fails because epsilon is relative and not absolute + // BOOST_CHECK_CLOSE( kurtosis(acc1), 0., epsilon ); + + acc2(2); + acc2(7); + acc2(4); + acc2(9); + acc2(3); + + BOOST_CHECK_EQUAL( mean(acc2), 5 ); + BOOST_CHECK_EQUAL( accumulators::moment<2>(acc2), 159./5. ); + BOOST_CHECK_EQUAL( accumulators::moment<3>(acc2), 1171./5. ); + BOOST_CHECK_EQUAL( accumulators::moment<4>(acc2), 1863 ); + BOOST_CHECK_CLOSE( kurtosis(acc2), -1.39965397924, 1e-6 ); +} + +/////////////////////////////////////////////////////////////////////////////// +// test_persistency +// +void test_persistency() +{ + // "persistent" storage + std::stringstream ss; + // tolerance + double epsilon = 1e-6; + double kurtosis_value = -1.39965397924; + { + accumulator_set<int, stats<tag::kurtosis > > acc; + acc(2); + acc(7); + acc(4); + acc(9); + acc(3); + BOOST_CHECK_CLOSE( kurtosis(acc), kurtosis_value, epsilon); + boost::archive::text_oarchive oa(ss); + acc.serialize(oa, 0); + } + + accumulator_set<double, stats<tag::kurtosis > > acc; + boost::archive::text_iarchive ia(ss); + acc.serialize(ia, 0); + BOOST_CHECK_CLOSE( kurtosis(acc), kurtosis_value, epsilon); + +} +/////////////////////////////////////////////////////////////////////////////// +// init_unit_test_suite +// +test_suite* init_unit_test_suite( int argc, char* argv[] ) +{ + test_suite *test = BOOST_TEST_SUITE("kurtosis test"); + + test->add(BOOST_TEST_CASE(&test_stat)); + test->add(BOOST_TEST_CASE(&test_persistency)); + + return test; +} + |