mirror of
https://github.com/ethereum/solidity
synced 2023-10-03 13:03:40 +00:00
[yul-phaser] SimulationRNG: Use a single, shared and seedable generator
This commit is contained in:
parent
342a4e5dee
commit
db140a667a
@ -63,6 +63,39 @@ BOOST_AUTO_TEST_CASE(uniformInt_returns_different_values_when_called_multiple_ti
|
|||||||
BOOST_TEST(counts1 != counts2);
|
BOOST_TEST(counts1 != counts2);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
BOOST_AUTO_TEST_CASE(uniformInt_can_be_reset)
|
||||||
|
{
|
||||||
|
constexpr size_t numSamples = 10;
|
||||||
|
constexpr uint32_t minValue = 50;
|
||||||
|
constexpr uint32_t maxValue = 80;
|
||||||
|
|
||||||
|
SimulationRNG::reset(1);
|
||||||
|
vector<uint32_t> samples1;
|
||||||
|
for (uint32_t i = 0; i < numSamples; ++i)
|
||||||
|
samples1.push_back(SimulationRNG::uniformInt(minValue, maxValue));
|
||||||
|
|
||||||
|
vector<uint32_t> samples2;
|
||||||
|
for (uint32_t i = 0; i < numSamples; ++i)
|
||||||
|
samples2.push_back(SimulationRNG::uniformInt(minValue, maxValue));
|
||||||
|
|
||||||
|
SimulationRNG::reset(1);
|
||||||
|
vector<uint32_t> samples3;
|
||||||
|
for (uint32_t i = 0; i < numSamples; ++i)
|
||||||
|
samples3.push_back(SimulationRNG::uniformInt(minValue, maxValue));
|
||||||
|
|
||||||
|
SimulationRNG::reset(2);
|
||||||
|
vector<uint32_t> samples4;
|
||||||
|
for (uint32_t i = 0; i < numSamples; ++i)
|
||||||
|
samples4.push_back(SimulationRNG::uniformInt(minValue, maxValue));
|
||||||
|
|
||||||
|
BOOST_TEST(samples1 != samples2);
|
||||||
|
BOOST_TEST(samples1 == samples3);
|
||||||
|
BOOST_TEST(samples1 != samples4);
|
||||||
|
BOOST_TEST(samples2 != samples3);
|
||||||
|
BOOST_TEST(samples2 != samples4);
|
||||||
|
BOOST_TEST(samples3 != samples4);
|
||||||
|
}
|
||||||
|
|
||||||
BOOST_AUTO_TEST_CASE(binomialInt_returns_different_values_when_called_multiple_times)
|
BOOST_AUTO_TEST_CASE(binomialInt_returns_different_values_when_called_multiple_times)
|
||||||
{
|
{
|
||||||
constexpr uint32_t numSamples = 1000;
|
constexpr uint32_t numSamples = 1000;
|
||||||
@ -89,6 +122,39 @@ BOOST_AUTO_TEST_CASE(binomialInt_returns_different_values_when_called_multiple_t
|
|||||||
BOOST_TEST(counts1 != counts2);
|
BOOST_TEST(counts1 != counts2);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
BOOST_AUTO_TEST_CASE(binomialInt_can_be_reset)
|
||||||
|
{
|
||||||
|
constexpr size_t numSamples = 10;
|
||||||
|
constexpr uint32_t numTrials = 10;
|
||||||
|
constexpr double successProbability = 0.6;
|
||||||
|
|
||||||
|
SimulationRNG::reset(1);
|
||||||
|
vector<uint32_t> samples1;
|
||||||
|
for (uint32_t i = 0; i < numSamples; ++i)
|
||||||
|
samples1.push_back(SimulationRNG::binomialInt(numTrials, successProbability));
|
||||||
|
|
||||||
|
vector<uint32_t> samples2;
|
||||||
|
for (uint32_t i = 0; i < numSamples; ++i)
|
||||||
|
samples2.push_back(SimulationRNG::binomialInt(numTrials, successProbability));
|
||||||
|
|
||||||
|
SimulationRNG::reset(1);
|
||||||
|
vector<uint32_t> samples3;
|
||||||
|
for (uint32_t i = 0; i < numSamples; ++i)
|
||||||
|
samples3.push_back(SimulationRNG::binomialInt(numTrials, successProbability));
|
||||||
|
|
||||||
|
SimulationRNG::reset(2);
|
||||||
|
vector<uint32_t> samples4;
|
||||||
|
for (uint32_t i = 0; i < numSamples; ++i)
|
||||||
|
samples4.push_back(SimulationRNG::binomialInt(numTrials, successProbability));
|
||||||
|
|
||||||
|
BOOST_TEST(samples1 != samples2);
|
||||||
|
BOOST_TEST(samples1 == samples3);
|
||||||
|
BOOST_TEST(samples1 != samples4);
|
||||||
|
BOOST_TEST(samples2 != samples3);
|
||||||
|
BOOST_TEST(samples2 != samples4);
|
||||||
|
BOOST_TEST(samples3 != samples4);
|
||||||
|
}
|
||||||
|
|
||||||
BOOST_AUTO_TEST_SUITE_END()
|
BOOST_AUTO_TEST_SUITE_END()
|
||||||
BOOST_AUTO_TEST_SUITE_END()
|
BOOST_AUTO_TEST_SUITE_END()
|
||||||
|
|
||||||
|
@ -25,20 +25,24 @@
|
|||||||
using namespace solidity;
|
using namespace solidity;
|
||||||
using namespace solidity::phaser;
|
using namespace solidity::phaser;
|
||||||
|
|
||||||
|
thread_local boost::random::mt19937 SimulationRNG::s_generator(SimulationRNG::generateSeed());
|
||||||
|
|
||||||
uint32_t SimulationRNG::uniformInt(uint32_t _min, uint32_t _max)
|
uint32_t SimulationRNG::uniformInt(uint32_t _min, uint32_t _max)
|
||||||
{
|
{
|
||||||
// TODO: Seed must be configurable
|
|
||||||
static boost::random::mt19937 generator(time(0));
|
|
||||||
boost::random::uniform_int_distribution<> distribution(_min, _max);
|
boost::random::uniform_int_distribution<> distribution(_min, _max);
|
||||||
|
return distribution(s_generator);
|
||||||
return distribution(generator);
|
|
||||||
}
|
}
|
||||||
|
|
||||||
uint32_t SimulationRNG::binomialInt(uint32_t _numTrials, double _successProbability)
|
uint32_t SimulationRNG::binomialInt(uint32_t _numTrials, double _successProbability)
|
||||||
{
|
{
|
||||||
// TODO: Seed must be configurable
|
|
||||||
static boost::random::mt19937 generator(time(0));
|
|
||||||
boost::random::binomial_distribution<> distribution(_numTrials, _successProbability);
|
boost::random::binomial_distribution<> distribution(_numTrials, _successProbability);
|
||||||
|
return distribution(s_generator);
|
||||||
return distribution(generator);
|
}
|
||||||
|
|
||||||
|
uint32_t SimulationRNG::generateSeed()
|
||||||
|
{
|
||||||
|
// This is not a secure way to seed the generator but it's good enough for simulation purposes.
|
||||||
|
// The only thing that matters for us is that the sequence is different on each run and that
|
||||||
|
// it fits the expected distribution. It does not have to be 100% unpredictable.
|
||||||
|
return time(0);
|
||||||
}
|
}
|
||||||
|
@ -27,6 +27,10 @@ namespace solidity::phaser
|
|||||||
/**
|
/**
|
||||||
* A class that provides functions for generating random numbers good enough for simulation purposes.
|
* A class that provides functions for generating random numbers good enough for simulation purposes.
|
||||||
*
|
*
|
||||||
|
* The functions share a common instance of the generator which can be reset with a known seed
|
||||||
|
* to deterministically generate a given sequence of numbers. Initially the generator is seeded with
|
||||||
|
* a value from @a generateSeed() which is different on each run.
|
||||||
|
*
|
||||||
* The numbers are not cryptographically secure so do not use this for anything that requires
|
* The numbers are not cryptographically secure so do not use this for anything that requires
|
||||||
* them to be truly unpredictable.
|
* them to be truly unpredictable.
|
||||||
*/
|
*/
|
||||||
@ -35,6 +39,18 @@ class SimulationRNG
|
|||||||
public:
|
public:
|
||||||
static uint32_t uniformInt(uint32_t _min, uint32_t _max);
|
static uint32_t uniformInt(uint32_t _min, uint32_t _max);
|
||||||
static uint32_t binomialInt(uint32_t _numTrials, double _successProbability);
|
static uint32_t binomialInt(uint32_t _numTrials, double _successProbability);
|
||||||
|
|
||||||
|
/// Resets generator to a known state given by the @a seed. Given the same seed, a fixed
|
||||||
|
/// sequence of calls to the members generating random values is guaranteed to produce the
|
||||||
|
/// same results.
|
||||||
|
static void reset(uint32_t seed) { s_generator = boost::random::mt19937(seed); }
|
||||||
|
|
||||||
|
/// Generates a seed that's different on each run of the program.
|
||||||
|
/// Does **not** use the generator and is not affected by @a reset().
|
||||||
|
static uint32_t generateSeed();
|
||||||
|
|
||||||
|
private:
|
||||||
|
thread_local static boost::random::mt19937 s_generator;
|
||||||
};
|
};
|
||||||
|
|
||||||
}
|
}
|
||||||
|
Loading…
Reference in New Issue
Block a user