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random_tests.cpp
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random_tests.cpp
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// Copyright (c) 2017-2022 The Bitcoin Core developers
// Distributed under the MIT software license, see the accompanying
// file COPYING or http://www.opensource.org/licenses/mit-license.php.
#include <random.h>
#include <test/util/random.h>
#include <test/util/setup_common.h>
#include <util/time.h>
#include <boost/test/unit_test.hpp>
#include <algorithm>
#include <random>
BOOST_FIXTURE_TEST_SUITE(random_tests, BasicTestingSetup)
BOOST_AUTO_TEST_CASE(osrandom_tests)
{
BOOST_CHECK(Random_SanityCheck());
}
BOOST_AUTO_TEST_CASE(fastrandom_tests_deterministic)
{
// Check that deterministic FastRandomContexts are deterministic
SeedRandomForTest(SeedRand::ZEROS);
FastRandomContext ctx1{true};
FastRandomContext ctx2{true};
{
BOOST_CHECK_EQUAL(FastRandomContext().rand<uint64_t>(), uint64_t{9330418229102544152u});
BOOST_CHECK_EQUAL(FastRandomContext().rand<int>(), int{618925161});
BOOST_CHECK_EQUAL(FastRandomContext().randrange<std::chrono::microseconds>(1h).count(), 1271170921);
BOOST_CHECK_EQUAL(FastRandomContext().randrange<std::chrono::milliseconds>(1h).count(), 2803534);
BOOST_CHECK_EQUAL(FastRandomContext().rand<uint64_t>(), uint64_t{10170981140880778086u});
BOOST_CHECK_EQUAL(FastRandomContext().rand<int>(), int{1689082725});
BOOST_CHECK_EQUAL(FastRandomContext().randrange<std::chrono::microseconds>(1h).count(), 2464643716);
BOOST_CHECK_EQUAL(FastRandomContext().randrange<std::chrono::milliseconds>(1h).count(), 2312205);
BOOST_CHECK_EQUAL(FastRandomContext().rand<uint64_t>(), uint64_t{5689404004456455543u});
BOOST_CHECK_EQUAL(FastRandomContext().rand<int>(), int{785839937});
BOOST_CHECK_EQUAL(FastRandomContext().randrange<std::chrono::microseconds>(1h).count(), 93558804);
BOOST_CHECK_EQUAL(FastRandomContext().randrange<std::chrono::milliseconds>(1h).count(), 507022);
}
{
constexpr SteadySeconds time_point{1s};
FastRandomContext ctx{true};
BOOST_CHECK_EQUAL(7, ctx.rand_uniform_delay(time_point, 9s).time_since_epoch().count());
BOOST_CHECK_EQUAL(-6, ctx.rand_uniform_delay(time_point, -9s).time_since_epoch().count());
BOOST_CHECK_EQUAL(1, ctx.rand_uniform_delay(time_point, 0s).time_since_epoch().count());
BOOST_CHECK_EQUAL(4652286523065884857, ctx.rand_uniform_delay(time_point, 9223372036854775807s).time_since_epoch().count());
BOOST_CHECK_EQUAL(-8813961240025683129, ctx.rand_uniform_delay(time_point, -9223372036854775807s).time_since_epoch().count());
BOOST_CHECK_EQUAL(26443, ctx.rand_uniform_delay(time_point, 9h).time_since_epoch().count());
}
BOOST_CHECK_EQUAL(ctx1.rand32(), ctx2.rand32());
BOOST_CHECK_EQUAL(ctx1.rand32(), ctx2.rand32());
BOOST_CHECK_EQUAL(ctx1.rand64(), ctx2.rand64());
BOOST_CHECK_EQUAL(ctx1.randbits(3), ctx2.randbits(3));
BOOST_CHECK(ctx1.randbytes(17) == ctx2.randbytes(17));
BOOST_CHECK(ctx1.rand256() == ctx2.rand256());
BOOST_CHECK_EQUAL(ctx1.randbits(7), ctx2.randbits(7));
BOOST_CHECK(ctx1.randbytes(128) == ctx2.randbytes(128));
BOOST_CHECK_EQUAL(ctx1.rand32(), ctx2.rand32());
BOOST_CHECK_EQUAL(ctx1.randbits(3), ctx2.randbits(3));
BOOST_CHECK(ctx1.rand256() == ctx2.rand256());
BOOST_CHECK(ctx1.randbytes(50) == ctx2.randbytes(50));
{
struct MicroClock {
using duration = std::chrono::microseconds;
};
FastRandomContext ctx{true};
// Check with clock type
BOOST_CHECK_EQUAL(47222, ctx.rand_uniform_duration<MicroClock>(1s).count());
// Check with time-point type
BOOST_CHECK_EQUAL(2782, ctx.rand_uniform_duration<SteadySeconds>(9h).count());
}
}
BOOST_AUTO_TEST_CASE(fastrandom_tests_nondeterministic)
{
// Check that a nondeterministic ones are not
{
BOOST_CHECK(FastRandomContext().rand<uint64_t>() != uint64_t{9330418229102544152u});
BOOST_CHECK(FastRandomContext().rand<int>() != int{618925161});
BOOST_CHECK(FastRandomContext().randrange<std::chrono::microseconds>(1h).count() != 1271170921);
BOOST_CHECK(FastRandomContext().randrange<std::chrono::milliseconds>(1h).count() != 2803534);
BOOST_CHECK(FastRandomContext().rand<uint64_t>() != uint64_t{10170981140880778086u});
BOOST_CHECK(FastRandomContext().rand<int>() != int{1689082725});
BOOST_CHECK(FastRandomContext().randrange<std::chrono::microseconds>(1h).count() != 2464643716);
BOOST_CHECK(FastRandomContext().randrange<std::chrono::milliseconds>(1h).count() != 2312205);
BOOST_CHECK(FastRandomContext().rand<uint64_t>() != uint64_t{5689404004456455543u});
BOOST_CHECK(FastRandomContext().rand<int>() != int{785839937});
BOOST_CHECK(FastRandomContext().randrange<std::chrono::microseconds>(1h).count() != 93558804);
BOOST_CHECK(FastRandomContext().randrange<std::chrono::milliseconds>(1h).count() != 507022);
}
{
FastRandomContext ctx3, ctx4;
BOOST_CHECK(ctx3.rand64() != ctx4.rand64()); // extremely unlikely to be equal
}
{
FastRandomContext ctx3, ctx4;
BOOST_CHECK(ctx3.rand256() != ctx4.rand256());
}
{
FastRandomContext ctx3, ctx4;
BOOST_CHECK(ctx3.randbytes(7) != ctx4.randbytes(7));
}
}
BOOST_AUTO_TEST_CASE(fastrandom_randbits)
{
FastRandomContext ctx1;
FastRandomContext ctx2;
for (int bits = 0; bits < 63; ++bits) {
for (int j = 0; j < 1000; ++j) {
uint64_t rangebits = ctx1.randbits(bits);
BOOST_CHECK_EQUAL(rangebits >> bits, 0U);
uint64_t range = (uint64_t{1}) << bits | rangebits;
uint64_t rand = ctx2.randrange(range);
BOOST_CHECK(rand < range);
}
}
}
/** Verify that RandomMixin::randbits returns 0 and 1 for every requested bit. */
BOOST_AUTO_TEST_CASE(randbits_test)
{
FastRandomContext ctx_lens; //!< RNG for producing the lengths requested from ctx_test.
FastRandomContext ctx_test1(true), ctx_test2(true); //!< The RNGs being tested.
int ctx_test_bitsleft{0}; //!< (Assumed value of) ctx_test::bitbuf_len
// Run the entire test 5 times.
for (int i = 0; i < 5; ++i) {
// count (first) how often it has occurred, and (second) how often it was true:
// - for every bit position, in every requested bits count (0 + 1 + 2 + ... + 64 = 2080)
// - for every value of ctx_test_bitsleft (0..63 = 64)
std::vector<std::pair<uint64_t, uint64_t>> seen(2080 * 64);
while (true) {
// Loop 1000 times, just to not continuously check std::all_of.
for (int j = 0; j < 1000; ++j) {
// Decide on a number of bits to request (0 through 64, inclusive; don't use randbits/randrange).
int bits = ctx_lens.rand64() % 65;
// Generate that many bits.
uint64_t gen = ctx_test1.randbits(bits);
// For certain bits counts, also test randbits<Bits> and compare.
uint64_t gen2;
if (bits == 0) {
gen2 = ctx_test2.randbits<0>();
} else if (bits == 1) {
gen2 = ctx_test2.randbits<1>();
} else if (bits == 7) {
gen2 = ctx_test2.randbits<7>();
} else if (bits == 32) {
gen2 = ctx_test2.randbits<32>();
} else if (bits == 51) {
gen2 = ctx_test2.randbits<51>();
} else if (bits == 64) {
gen2 = ctx_test2.randbits<64>();
} else {
gen2 = ctx_test2.randbits(bits);
}
BOOST_CHECK_EQUAL(gen, gen2);
// Make sure the result is in range.
if (bits < 64) BOOST_CHECK_EQUAL(gen >> bits, 0);
// Mark all the seen bits in the output.
for (int bit = 0; bit < bits; ++bit) {
int idx = bit + (bits * (bits - 1)) / 2 + 2080 * ctx_test_bitsleft;
seen[idx].first += 1;
seen[idx].second += (gen >> bit) & 1;
}
// Update ctx_test_bitself.
if (bits > ctx_test_bitsleft) {
ctx_test_bitsleft = ctx_test_bitsleft + 64 - bits;
} else {
ctx_test_bitsleft -= bits;
}
}
// Loop until every bit position/combination is seen 242 times.
if (std::all_of(seen.begin(), seen.end(), [](const auto& x) { return x.first >= 242; })) break;
}
// Check that each bit appears within 7.78 standard deviations of 50%
// (each will fail with P < 1/(2080 * 64 * 10^9)).
for (const auto& val : seen) {
assert(fabs(val.first * 0.5 - val.second) < sqrt(val.first * 0.25) * 7.78);
}
}
}
/** Does-it-compile test for compatibility with standard library RNG interface. */
BOOST_AUTO_TEST_CASE(stdrandom_test)
{
FastRandomContext ctx;
std::uniform_int_distribution<int> distribution(3, 9);
for (int i = 0; i < 100; ++i) {
int x = distribution(ctx);
BOOST_CHECK(x >= 3);
BOOST_CHECK(x <= 9);
std::vector<int> test{1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
std::shuffle(test.begin(), test.end(), ctx);
for (int j = 1; j <= 10; ++j) {
BOOST_CHECK(std::find(test.begin(), test.end(), j) != test.end());
}
}
}
/** Test that Shuffle reaches every permutation with equal probability. */
BOOST_AUTO_TEST_CASE(shuffle_stat_test)
{
FastRandomContext ctx(true);
uint32_t counts[5 * 5 * 5 * 5 * 5] = {0};
for (int i = 0; i < 12000; ++i) {
int data[5] = {0, 1, 2, 3, 4};
std::shuffle(std::begin(data), std::end(data), ctx);
int pos = data[0] + data[1] * 5 + data[2] * 25 + data[3] * 125 + data[4] * 625;
++counts[pos];
}
unsigned int sum = 0;
double chi_score = 0.0;
for (int i = 0; i < 5 * 5 * 5 * 5 * 5; ++i) {
int i1 = i % 5, i2 = (i / 5) % 5, i3 = (i / 25) % 5, i4 = (i / 125) % 5, i5 = i / 625;
uint32_t count = counts[i];
if (i1 == i2 || i1 == i3 || i1 == i4 || i1 == i5 || i2 == i3 || i2 == i4 || i2 == i5 || i3 == i4 || i3 == i5 || i4 == i5) {
BOOST_CHECK(count == 0);
} else {
chi_score += ((count - 100.0) * (count - 100.0)) / 100.0;
BOOST_CHECK(count > 50);
BOOST_CHECK(count < 150);
sum += count;
}
}
BOOST_CHECK(chi_score > 58.1411); // 99.9999% confidence interval
BOOST_CHECK(chi_score < 210.275);
BOOST_CHECK_EQUAL(sum, 12000U);
}
BOOST_AUTO_TEST_CASE(xoroshiro128plusplus_reference_values)
{
// numbers generated from reference implementation
InsecureRandomContext rng(0);
BOOST_TEST(0x6f68e1e7e2646ee1 == rng());
BOOST_TEST(0xbf971b7f454094ad == rng());
BOOST_TEST(0x48f2de556f30de38 == rng());
BOOST_TEST(0x6ea7c59f89bbfc75 == rng());
// seed with a random number
rng.Reseed(0x1a26f3fa8546b47a);
BOOST_TEST(0xc8dc5e08d844ac7d == rng());
BOOST_TEST(0x5b5f1f6d499dad1b == rng());
BOOST_TEST(0xbeb0031f93313d6f == rng());
BOOST_TEST(0xbfbcf4f43a264497 == rng());
}
BOOST_AUTO_TEST_SUITE_END()