/* * Copyright (c) Facebook, Inc. and its affiliates. * * This source code is licensed under the MIT license found in the * LICENSE file in the root directory of this source tree. */ #pragma once #include #include namespace facebook { namespace react { /* * The source of pseudo-random numbers and some problem-oriented tools built on * top of that. We need this class to maintain a reproducible stream of random * numbers and abstract away complex math of and C++ STL API behind that. */ class Entropy final { public: using Generator = std::mt19937; /* * Creates an instance seeded with a real, not pseudo-random, number. */ Entropy() { std::random_device device; seed_ = device(); generator_ = std::mt19937(seed_); } /* * Creates an instance seeded with a given number. */ Entropy(uint_fast32_t seed) { seed_ = seed; generator_ = std::mt19937(seed_); } uint_fast32_t getSeed() const { return seed_; } /* * Family of methods that return uniformly distributed instances of a type * within a specified range. */ template bool random() const { T result; generateRandomValue(generator_, result); return result; } template T random(Arg1 arg1) const { T result; generateRandomValue(generator_, result, arg1); return result; } template T random(Arg1 arg1, Arg2 arg2) const { T result; generateRandomValue(generator_, result, arg1, arg2); return result; } void generateRandomValue( Generator &generator, bool &result, double ratio = 0.5) const { result = generator() % 10000 < 10000 * ratio; } void generateRandomValue(Generator &generator, int &result, int min, int max) const { std::uniform_int_distribution distribution(min, max); result = distribution(generator); } /* * Shuffles `std::vector` in place. */ template void shuffle(T array) const { std::shuffle(array.begin(), array.end(), generator_); } /* * Distribute items from a given array into buckets using a normal * distribution and given `deviation`. */ template std::vector> distribute(std::vector items, double deviation) const { std::normal_distribution<> distribution{0, deviation}; auto deviationLimit = int(deviation * 10); auto spreadResult = std::vector>(deviationLimit * 2); std::fill(spreadResult.begin(), spreadResult.end(), std::vector{}); for (auto const &item : items) { auto position = int(distribution(generator_) + deviationLimit); position = std::max(0, std::min(position, deviationLimit * 2)); if (position < spreadResult.size()) { spreadResult[position].push_back(item); } } auto result = std::vector>{}; for (auto const &chunk : spreadResult) { if (chunk.size() == 0) { continue; } result.push_back(chunk); } return result; } private: mutable std::mt19937 generator_; uint_fast32_t seed_; }; } // namespace react } // namespace facebook