// 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
// Explicit 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());
absl::Poisson<absl::int128>(*gen);
absl::Poisson<absl::uint128>(*gen);
}
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);
absl::Zipf<absl::int128>(*gen,
1 <<
10);
absl::Zipf<absl::uint128>(*gen,
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);
absl::LogUniform<absl::int128>(*gen,
0,
1 <<
10);
absl::LogUniform<absl::uint128>(*gen,
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