combination_sampler_test.cc

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// Copyright (c) 2018, ETH Zurich and UNC Chapel Hill.
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// Author: Johannes L. Schoenberger (jsch-at-demuc-dot-de)
 
#define TEST_NAME "optim/combination_sampler"
#include "util/testing.h"
 
#include <unordered_set>
 
#include "optim/combination_sampler.h"
#include "util/math.h"
 
using namespace colmap;
 
BOOST_AUTO_TEST_CASE(TestLessSamples) {
  CombinationSampler sampler(2);
  sampler.Initialize(5);
  BOOST_CHECK_EQUAL(sampler.MaxNumSamples(), 10);
  std::vector<std::unordered_set<size_t>> sample_sets;
  for (size_t i = 0; i < 10; ++i) {
    const auto samples = sampler.Sample();
    BOOST_CHECK_EQUAL(samples.size(), 2);
    sample_sets.emplace_back(samples.begin(), samples.end());
    BOOST_CHECK_EQUAL(sample_sets.back().size(), 2);
    for (size_t j = 0; j < i; ++j) {
      BOOST_CHECK(sample_sets[j].count(samples[0]) == 0 ||
                  sample_sets[j].count(samples[1]) == 0);
    }
  }
  const auto samples = sampler.Sample();
  BOOST_CHECK(sample_sets[0].count(samples[0]) == 1 &&
              sample_sets[0].count(samples[1]) == 1);
}
 
BOOST_AUTO_TEST_CASE(TestEqualSamples) {
  CombinationSampler sampler(5);
  sampler.Initialize(5);
  BOOST_CHECK_EQUAL(sampler.MaxNumSamples(), 1);
  for (size_t i = 0; i < 100; ++i) {
    const auto samples = sampler.Sample();
    BOOST_CHECK_EQUAL(samples.size(), 5);
    BOOST_CHECK_EQUAL(
        std::unordered_set<size_t>(samples.begin(), samples.end()).size(), 5);
  }
}