Finished HW3
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84
Hw3/TestDistributions.cpp
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84
Hw3/TestDistributions.cpp
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#include "distributions.hpp"
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#include "gtest/gtest.h"
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#include <numeric>
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int main(int argc, char* argv[])
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{
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testing::InitGoogleTest(&argc, argv);
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return RUN_ALL_TESTS();
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}
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using Bins = std::vector<DistributionPair>;
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Bins generateBins(const std::uint32_t min, const std::uint32_t max, const std::uint8_t numberBins)
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{
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const auto binRange = (max - min) / numberBins;
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auto minBin = min;
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auto maxBin = min + binRange;
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Bins results;
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results.reserve(numberBins);
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for (auto bin = 0u; bin < numberBins; bin++)
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{
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results.emplace_back(minBin, maxBin);
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minBin = maxBin + 1;
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maxBin = minBin + binRange;
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}
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return results;
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}
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void checkBins(const Bins& expected, const Bins& actual)
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{
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ASSERT_EQ(expected.size(), actual.size()) << "Wrong number of bins";
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for (auto i = 0u; i < expected.size(); i++)
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{
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EXPECT_EQ(expected[i].minValue, actual[i].minValue) << "Wrong minimum value for bin " << i;
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EXPECT_EQ(expected[i].maxValue, actual[i].maxValue) << "Wrong maximum value for bin " << i;
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}
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}
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void checkTotal(const std::uint32_t expected, const Bins& bins)
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{
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const auto add_counts = [](const std::uint32_t total, const DistributionPair& bin) { return total + bin.count; };
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const auto actual = std::accumulate(bins.cbegin(), bins.cend(), 0u, add_counts);
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EXPECT_EQ(expected, actual) << "Wrong number of elements across all bins";
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}
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TEST(UniformDistribution, ReturnsExpectedBins)
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{
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const auto bins = generateUniformDistribution(0, 0, 79, 40);
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checkBins(generateBins(0, 79, 40), bins);
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}
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TEST(UniformDistribution, HasCorrectTotalAcrossAllBins)
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{
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const auto bins = generateUniformDistribution(100000, 0, 79, 40);
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checkTotal(100000, bins);
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}
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TEST(NormalDistribution, ReturnsExpectedBins)
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{
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const auto bins = generateNormalDistribution(0, 50, 5, 40);
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checkBins(generateBins(30, 69, 40), bins);
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}
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TEST(NormalDistribution, HasCorrectTotalAcrossAllBins)
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{
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const auto bins = generateNormalDistribution(100000, 50, 5, 40);
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checkTotal(100000, bins);
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}
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TEST(PoissonDistribution, ReturnsExpectedBins)
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{
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const auto bins = generatePoissonDistribution(0, 6, 40);
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checkBins(generateBins(0, 39, 40), bins);
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}
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TEST(PoissonDistribution, HasCorrectTotalAcrossAllBins)
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{
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const auto bins = generatePoissonDistribution(100000, 6, 40);
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checkTotal(100000, bins);
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}
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