// Copyright 2017 The Abseil Authors. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // https://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include <cstddef> #include <cstdint> #include <random> #include <vector> #include "gtest/gtest.h" #include "absl/random/distributions.h" #include "absl/random/random.h" namespace { template <typename URBG> void TestUniform(URBG* gen) { // [a, b) default-semantics, inferred types. absl::Uniform(*gen, 0, 100); // int absl::Uniform(*gen, 0, 1.0); // Promoted to double absl::Uniform(*gen, 0.0f, 1.0); // Promoted to double absl::Uniform(*gen, 0.0, 1.0); // double absl::Uniform(*gen, -1, 1L); // Promoted to long // Roll a die. absl::Uniform(absl::IntervalClosedClosed, *gen, 1, 6); // Get a fraction. absl::Uniform(absl::IntervalOpenOpen, *gen, 0.0, 1.0); // Assign a value to a random element. std::vector<int> elems = {10, 20, 30, 40, 50}; elems[absl::Uniform(*gen, 0u, elems.size())] = 5; elems[absl::Uniform<size_t>(*gen, 0, elems.size())] = 3; // Choose some epsilon around zero. absl::Uniform(absl::IntervalOpenOpen, *gen, -1.0, 1.0); // (a, b) semantics, inferred types. absl::Uniform(absl::IntervalOpenOpen, *gen, 0, 1.0); // Promoted to double // Explict overriding of types. absl::Uniform<int>(*gen, 0, 100); absl::Uniform<int8_t>(*gen, 0, 100); absl::Uniform<int16_t>(*gen, 0, 100); absl::Uniform<uint16_t>(*gen, 0, 100); absl::Uniform<int32_t>(*gen, 0, 1 << 10); absl::Uniform<uint32_t>(*gen, 0, 1 << 10); absl::Uniform<int64_t>(*gen, 0, 1 << 10); absl::Uniform<uint64_t>(*gen, 0, 1 << 10); absl::Uniform<float>(*gen, 0.0, 1.0); absl::Uniform<float>(*gen, 0, 1); absl::Uniform<float>(*gen, -1, 1); absl::Uniform<double>(*gen, 0.0, 1.0); absl::Uniform<float>(*gen, -1.0, 0); absl::Uniform<double>(*gen, -1.0, 0); // Tagged absl::Uniform<double>(absl::IntervalClosedClosed, *gen, 0, 1); absl::Uniform<double>(absl::IntervalClosedOpen, *gen, 0, 1); absl::Uniform<double>(absl::IntervalOpenOpen, *gen, 0, 1); absl::Uniform<double>(absl::IntervalOpenClosed, *gen, 0, 1); absl::Uniform<double>(absl::IntervalClosedClosed, *gen, 0, 1); absl::Uniform<double>(absl::IntervalOpenOpen, *gen, 0, 1); absl::Uniform<int>(absl::IntervalClosedClosed, *gen, 0, 100); absl::Uniform<int>(absl::IntervalClosedOpen, *gen, 0, 100); absl::Uniform<int>(absl::IntervalOpenOpen, *gen, 0, 100); absl::Uniform<int>(absl::IntervalOpenClosed, *gen, 0, 100); absl::Uniform<int>(absl::IntervalClosedClosed, *gen, 0, 100); absl::Uniform<int>(absl::IntervalOpenOpen, *gen, 0, 100); // With *generator as an R-value reference. absl::Uniform<int>(URBG(), 0, 100); absl::Uniform<double>(URBG(), 0.0, 1.0); } template <typename URBG> void TestExponential(URBG* gen) { absl::Exponential<float>(*gen); absl::Exponential<double>(*gen); absl::Exponential<double>(URBG()); } template <typename URBG> void TestPoisson(URBG* gen) { // [rand.dist.pois] Indicates that the std::poisson_distribution // is parameterized by IntType, however MSVC does not allow 8-bit // types. absl::Poisson<int>(*gen); absl::Poisson<int16_t>(*gen); absl::Poisson<uint16_t>(*gen); absl::Poisson<int32_t>(*gen); absl::Poisson<uint32_t>(*gen); absl::Poisson<int64_t>(*gen); absl::Poisson<uint64_t>(*gen); absl::Poisson<uint64_t>(URBG()); } template <typename URBG> void TestBernoulli(URBG* gen) { absl::Bernoulli(*gen, 0.5); absl::Bernoulli(*gen, 0.5); } template <typename URBG> void TestZipf(URBG* gen) { absl::Zipf<int>(*gen, 100); absl::Zipf<int8_t>(*gen, 100); absl::Zipf<int16_t>(*gen, 100); absl::Zipf<uint16_t>(*gen, 100); absl::Zipf<int32_t>(*gen, 1 << 10); absl::Zipf<uint32_t>(*gen, 1 << 10); absl::Zipf<int64_t>(*gen, 1 << 10); absl::Zipf<uint64_t>(*gen, 1 << 10); absl::Zipf<uint64_t>(URBG(), 1 << 10); } template <typename URBG> void TestGaussian(URBG* gen) { absl::Gaussian<float>(*gen, 1.0, 1.0); absl::Gaussian<double>(*gen, 1.0, 1.0); absl::Gaussian<double>(URBG(), 1.0, 1.0); } template <typename URBG> void TestLogNormal(URBG* gen) { absl::LogUniform<int>(*gen, 0, 100); absl::LogUniform<int8_t>(*gen, 0, 100); absl::LogUniform<int16_t>(*gen, 0, 100); absl::LogUniform<uint16_t>(*gen, 0, 100); absl::LogUniform<int32_t>(*gen, 0, 1 << 10); absl::LogUniform<uint32_t>(*gen, 0, 1 << 10); absl::LogUniform<int64_t>(*gen, 0, 1 << 10); absl::LogUniform<uint64_t>(*gen, 0, 1 << 10); absl::LogUniform<uint64_t>(URBG(), 0, 1 << 10); } template <typename URBG> void CompatibilityTest() { URBG gen; TestUniform(&gen); TestExponential(&gen); TestPoisson(&gen); TestBernoulli(&gen); TestZipf(&gen); TestGaussian(&gen); TestLogNormal(&gen); } TEST(std_mt19937_64, Compatibility) { // Validate with std::mt19937_64 CompatibilityTest<std::mt19937_64>(); } TEST(BitGen, Compatibility) { // Validate with absl::BitGen CompatibilityTest<absl::BitGen>(); } TEST(InsecureBitGen, Compatibility) { // Validate with absl::InsecureBitGen CompatibilityTest<absl::InsecureBitGen>(); } } // namespace