2013-07-29 07:13:03 -04:00
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// FastRandom.h
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// Declares the cFastRandom class representing a fast random number generator
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/*
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2017-06-13 15:35:30 -04:00
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The cFastRandom alias should be avoided in favor of the result of a call to GetRandomProvider().
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The MTRand generator used is faster, has a better range and provides higher quality randomness.
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Note that MTRand is relatively costly to construct and so instances should be long lived,
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prefer calls to GetRandomProvider over creating new instances.
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2013-07-29 07:13:03 -04:00
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*/
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#pragma once
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2014-10-19 09:10:18 -04:00
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#include <random>
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2017-06-13 15:35:30 -04:00
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#include <type_traits>
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#include <limits>
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2013-07-29 07:13:03 -04:00
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2017-06-13 15:35:30 -04:00
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namespace Detail
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{
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/** Returns a low quality seed. */
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UInt32 GetRandomSeed();
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/** Aliases true_type if Char is any variant of char ignoring signed-ness. */
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template <class Char>
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using IsChar = typename std::is_same<typename std::make_signed<Char>::type, signed char>::type;
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template <class IntType>
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struct cUniformImpl :
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public std::conditional<
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IsChar<IntType>::value,
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typename std::conditional< // Match signed-ness of IntType
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std::is_signed<IntType>::value,
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std::uniform_int_distribution<short>,
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std::uniform_int_distribution<unsigned short>
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>::type,
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std::uniform_int_distribution<IntType>
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>
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{
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};
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/** uniform_int_distribution<char> is undefined so this aliases a valid type. */
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template <class IntType>
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using cUniform = typename cUniformImpl<IntType>::type;
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}
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/** Class to wrap any random engine to provide a more convenient interface. */
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template <class RandomEngine>
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class cRandomWrapper
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2013-07-29 07:13:03 -04:00
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{
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public:
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2017-06-13 15:35:30 -04:00
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/** Initialize with a low quality seed. */
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cRandomWrapper():
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m_Engine(Detail::GetRandomSeed())
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{
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}
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2014-10-19 09:10:18 -04:00
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2016-02-05 16:45:45 -05:00
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2017-06-13 15:35:30 -04:00
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/** Initialize with a SeedSequence. */
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template <class SeedSeq>
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cRandomWrapper(SeedSeq & a_SeedSeq):
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m_Engine(a_SeedSeq)
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{
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}
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2016-02-05 16:45:45 -05:00
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2013-07-29 07:13:03 -04:00
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2014-07-23 10:32:09 -04:00
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2017-06-13 15:35:30 -04:00
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/** Return a random IntType in the range [a_Min, a_Max]. */
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template <class IntType = int, class ArgType>
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IntType RandInt(ArgType a_Min, ArgType a_Max)
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{
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ASSERT(
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(a_Max >= a_Min) &&
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(a_Max <= std::numeric_limits<IntType>::max()) &&
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(a_Min >= std::numeric_limits<IntType>::min())
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);
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Detail::cUniform<IntType> dist(
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static_cast<IntType>(a_Min),
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static_cast<IntType>(a_Max)
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);
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return static_cast<IntType>(dist(m_Engine));
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}
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2013-07-29 07:13:03 -04:00
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2014-10-19 09:10:18 -04:00
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2017-06-13 15:35:30 -04:00
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/** Return a random IntType in the range [0, a_Max]. */
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template <class IntType = int, class ArgType>
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IntType RandInt(ArgType a_Max)
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{
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ASSERT((a_Max >= 0) && (a_Max <= std::numeric_limits<IntType>::max()));
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Detail::cUniform<IntType> dist(IntType(0), static_cast<IntType>(a_Max));
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return static_cast<IntType>(dist(m_Engine));
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}
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/** Return a random IntType in the range [0, std::numeric_limits<IntType>::max()]. */
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template <class IntType = int>
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IntType RandInt()
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{
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Detail::cUniform<IntType> dist(IntType(0), std::numeric_limits<IntType>::max());
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return static_cast<IntType>(dist(m_Engine));
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}
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/** Return a random RealType in the range [a_Min, a_Max). */
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template <class RealType = float, class ArgType>
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RealType RandReal(ArgType a_Min, ArgType a_Max)
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{
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std::uniform_real_distribution<RealType> dist(a_Min, a_Max);
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return dist(m_Engine);
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}
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2014-10-19 09:10:18 -04:00
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2017-06-13 15:35:30 -04:00
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/** Return a random RealType in the range [0, a_Max). */
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template <class RealType = float, class ArgType>
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RealType RandReal(ArgType a_Max)
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{
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std::uniform_real_distribution<RealType> dist(RealType(0), a_Max);
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return dist(m_Engine);
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}
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2013-07-29 07:13:03 -04:00
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2017-06-13 15:35:30 -04:00
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/** Return a random RealType in the range [0, 1). */
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template <class RealType = float>
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RealType RandReal()
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{
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std::uniform_real_distribution<RealType> dist;
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return dist(m_Engine);
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}
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/** Return a random bool with the given probability of being true. */
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bool RandBool(double a_TrueProbability = 0.5)
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{
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std::bernoulli_distribution dist(a_TrueProbability);
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return dist(m_Engine);
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}
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/** Returns a reference to the underlying random engine. */
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RandomEngine & Engine()
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{
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return m_Engine;
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}
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2013-07-29 07:13:03 -04:00
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2014-10-19 09:10:18 -04:00
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private:
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2013-07-29 07:13:03 -04:00
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2017-06-13 15:35:30 -04:00
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RandomEngine m_Engine;
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2014-10-21 09:21:08 -04:00
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};
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2014-12-07 09:46:27 -05:00
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2017-06-13 15:35:30 -04:00
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/** Utility to seed a random engine with maximal entropy from random_device. */
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struct cRandomDeviceSeeder
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{
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using result_type = std::random_device::result_type;
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template <class Itr>
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void generate(Itr first, Itr last)
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{
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std::random_device rd;
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std::uniform_int_distribution<result_type> dist;
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for (; first != last; ++first)
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{
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*first = dist(rd);
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}
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}
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};
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using cFastRandom = cRandomWrapper<std::minstd_rand>;
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using MTRand = cRandomWrapper<std::mt19937>;
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/** Returns the current thread's random number source. */
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MTRand & GetRandomProvider();
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