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- // -*- C++ -*-
- //===----------------------------------------------------------------------===//
- //
- // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
- // See https://llvm.org/LICENSE.txt for license information.
- // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
- //
- //===----------------------------------------------------------------------===//
- #ifndef _LIBCPP_RANDOM
- #define _LIBCPP_RANDOM
- /*
- random synopsis
- #include <initializer_list>
- namespace std
- {
- // [rand.req.urng], uniform random bit generator requirements
- template<class G>
- concept uniform_random_bit_generator = see below; // C++20
- // Engines
- template <class UIntType, UIntType a, UIntType c, UIntType m>
- class linear_congruential_engine
- {
- public:
- // types
- typedef UIntType result_type;
- // engine characteristics
- static constexpr result_type multiplier = a;
- static constexpr result_type increment = c;
- static constexpr result_type modulus = m;
- static constexpr result_type min() { return c == 0u ? 1u: 0u;}
- static constexpr result_type max() { return m - 1u;}
- static constexpr result_type default_seed = 1u;
- // constructors and seeding functions
- explicit linear_congruential_engine(result_type s = default_seed); // before C++20
- linear_congruential_engine() : linear_congruential_engine(default_seed) {} // C++20
- explicit linear_congruential_engine(result_type s); // C++20
- template<class Sseq> explicit linear_congruential_engine(Sseq& q);
- void seed(result_type s = default_seed);
- template<class Sseq> void seed(Sseq& q);
- // generating functions
- result_type operator()();
- void discard(unsigned long long z);
- };
- template <class UIntType, UIntType a, UIntType c, UIntType m>
- bool
- operator==(const linear_congruential_engine<UIntType, a, c, m>& x,
- const linear_congruential_engine<UIntType, a, c, m>& y);
- template <class UIntType, UIntType a, UIntType c, UIntType m>
- bool
- operator!=(const linear_congruential_engine<UIntType, a, c, m>& x,
- const linear_congruential_engine<UIntType, a, c, m>& y);
- template <class charT, class traits,
- class UIntType, UIntType a, UIntType c, UIntType m>
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const linear_congruential_engine<UIntType, a, c, m>& x);
- template <class charT, class traits,
- class UIntType, UIntType a, UIntType c, UIntType m>
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- linear_congruential_engine<UIntType, a, c, m>& x);
- template <class UIntType, size_t w, size_t n, size_t m, size_t r,
- UIntType a, size_t u, UIntType d, size_t s,
- UIntType b, size_t t, UIntType c, size_t l, UIntType f>
- class mersenne_twister_engine
- {
- public:
- // types
- typedef UIntType result_type;
- // engine characteristics
- static constexpr size_t word_size = w;
- static constexpr size_t state_size = n;
- static constexpr size_t shift_size = m;
- static constexpr size_t mask_bits = r;
- static constexpr result_type xor_mask = a;
- static constexpr size_t tempering_u = u;
- static constexpr result_type tempering_d = d;
- static constexpr size_t tempering_s = s;
- static constexpr result_type tempering_b = b;
- static constexpr size_t tempering_t = t;
- static constexpr result_type tempering_c = c;
- static constexpr size_t tempering_l = l;
- static constexpr result_type initialization_multiplier = f;
- static constexpr result_type min () { return 0; }
- static constexpr result_type max() { return 2^w - 1; }
- static constexpr result_type default_seed = 5489u;
- // constructors and seeding functions
- explicit mersenne_twister_engine(result_type s = default_seed); // before C++20
- mersenne_twister_engine() : mersenne_twister_engine(default_seed) {} // C++20
- explicit mersenne_twister_engine(result_type s); // C++20
- template<class Sseq> explicit mersenne_twister_engine(Sseq& q);
- void seed(result_type value = default_seed);
- template<class Sseq> void seed(Sseq& q);
- // generating functions
- result_type operator()();
- void discard(unsigned long long z);
- };
- template <class UIntType, size_t w, size_t n, size_t m, size_t r,
- UIntType a, size_t u, UIntType d, size_t s,
- UIntType b, size_t t, UIntType c, size_t l, UIntType f>
- bool
- operator==(
- const mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& x,
- const mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& y);
- template <class UIntType, size_t w, size_t n, size_t m, size_t r,
- UIntType a, size_t u, UIntType d, size_t s,
- UIntType b, size_t t, UIntType c, size_t l, UIntType f>
- bool
- operator!=(
- const mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& x,
- const mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& y);
- template <class charT, class traits,
- class UIntType, size_t w, size_t n, size_t m, size_t r,
- UIntType a, size_t u, UIntType d, size_t s,
- UIntType b, size_t t, UIntType c, size_t l, UIntType f>
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& x);
- template <class charT, class traits,
- class UIntType, size_t w, size_t n, size_t m, size_t r,
- UIntType a, size_t u, UIntType d, size_t s,
- UIntType b, size_t t, UIntType c, size_t l, UIntType f>
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& x);
- template<class UIntType, size_t w, size_t s, size_t r>
- class subtract_with_carry_engine
- {
- public:
- // types
- typedef UIntType result_type;
- // engine characteristics
- static constexpr size_t word_size = w;
- static constexpr size_t short_lag = s;
- static constexpr size_t long_lag = r;
- static constexpr result_type min() { return 0; }
- static constexpr result_type max() { return m-1; }
- static constexpr result_type default_seed = 19780503u;
- // constructors and seeding functions
- explicit subtract_with_carry_engine(result_type value = default_seed); // before C++20
- subtract_with_carry_engine() : subtract_with_carry_engine(default_seed) {} // C++20
- explicit subtract_with_carry_engine(result_type value); // C++20
- template<class Sseq> explicit subtract_with_carry_engine(Sseq& q);
- void seed(result_type value = default_seed);
- template<class Sseq> void seed(Sseq& q);
- // generating functions
- result_type operator()();
- void discard(unsigned long long z);
- };
- template<class UIntType, size_t w, size_t s, size_t r>
- bool
- operator==(
- const subtract_with_carry_engine<UIntType, w, s, r>& x,
- const subtract_with_carry_engine<UIntType, w, s, r>& y);
- template<class UIntType, size_t w, size_t s, size_t r>
- bool
- operator!=(
- const subtract_with_carry_engine<UIntType, w, s, r>& x,
- const subtract_with_carry_engine<UIntType, w, s, r>& y);
- template <class charT, class traits,
- class UIntType, size_t w, size_t s, size_t r>
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const subtract_with_carry_engine<UIntType, w, s, r>& x);
- template <class charT, class traits,
- class UIntType, size_t w, size_t s, size_t r>
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- subtract_with_carry_engine<UIntType, w, s, r>& x);
- template<class Engine, size_t p, size_t r>
- class discard_block_engine
- {
- public:
- // types
- typedef typename Engine::result_type result_type;
- // engine characteristics
- static constexpr size_t block_size = p;
- static constexpr size_t used_block = r;
- static constexpr result_type min() { return Engine::min(); }
- static constexpr result_type max() { return Engine::max(); }
- // constructors and seeding functions
- discard_block_engine();
- explicit discard_block_engine(const Engine& e);
- explicit discard_block_engine(Engine&& e);
- explicit discard_block_engine(result_type s);
- template<class Sseq> explicit discard_block_engine(Sseq& q);
- void seed();
- void seed(result_type s);
- template<class Sseq> void seed(Sseq& q);
- // generating functions
- result_type operator()();
- void discard(unsigned long long z);
- // property functions
- const Engine& base() const noexcept;
- };
- template<class Engine, size_t p, size_t r>
- bool
- operator==(
- const discard_block_engine<Engine, p, r>& x,
- const discard_block_engine<Engine, p, r>& y);
- template<class Engine, size_t p, size_t r>
- bool
- operator!=(
- const discard_block_engine<Engine, p, r>& x,
- const discard_block_engine<Engine, p, r>& y);
- template <class charT, class traits,
- class Engine, size_t p, size_t r>
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const discard_block_engine<Engine, p, r>& x);
- template <class charT, class traits,
- class Engine, size_t p, size_t r>
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- discard_block_engine<Engine, p, r>& x);
- template<class Engine, size_t w, class UIntType>
- class independent_bits_engine
- {
- public:
- // types
- typedef UIntType result_type;
- // engine characteristics
- static constexpr result_type min() { return 0; }
- static constexpr result_type max() { return 2^w - 1; }
- // constructors and seeding functions
- independent_bits_engine();
- explicit independent_bits_engine(const Engine& e);
- explicit independent_bits_engine(Engine&& e);
- explicit independent_bits_engine(result_type s);
- template<class Sseq> explicit independent_bits_engine(Sseq& q);
- void seed();
- void seed(result_type s);
- template<class Sseq> void seed(Sseq& q);
- // generating functions
- result_type operator()(); void discard(unsigned long long z);
- // property functions
- const Engine& base() const noexcept;
- };
- template<class Engine, size_t w, class UIntType>
- bool
- operator==(
- const independent_bits_engine<Engine, w, UIntType>& x,
- const independent_bits_engine<Engine, w, UIntType>& y);
- template<class Engine, size_t w, class UIntType>
- bool
- operator!=(
- const independent_bits_engine<Engine, w, UIntType>& x,
- const independent_bits_engine<Engine, w, UIntType>& y);
- template <class charT, class traits,
- class Engine, size_t w, class UIntType>
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const independent_bits_engine<Engine, w, UIntType>& x);
- template <class charT, class traits,
- class Engine, size_t w, class UIntType>
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- independent_bits_engine<Engine, w, UIntType>& x);
- template<class Engine, size_t k>
- class shuffle_order_engine
- {
- public:
- // types
- typedef typename Engine::result_type result_type;
- // engine characteristics
- static constexpr size_t table_size = k;
- static constexpr result_type min() { return Engine::min; }
- static constexpr result_type max() { return Engine::max; }
- // constructors and seeding functions
- shuffle_order_engine();
- explicit shuffle_order_engine(const Engine& e);
- explicit shuffle_order_engine(Engine&& e);
- explicit shuffle_order_engine(result_type s);
- template<class Sseq> explicit shuffle_order_engine(Sseq& q);
- void seed();
- void seed(result_type s);
- template<class Sseq> void seed(Sseq& q);
- // generating functions
- result_type operator()();
- void discard(unsigned long long z);
- // property functions
- const Engine& base() const noexcept;
- };
- template<class Engine, size_t k>
- bool
- operator==(
- const shuffle_order_engine<Engine, k>& x,
- const shuffle_order_engine<Engine, k>& y);
- template<class Engine, size_t k>
- bool
- operator!=(
- const shuffle_order_engine<Engine, k>& x,
- const shuffle_order_engine<Engine, k>& y);
- template <class charT, class traits,
- class Engine, size_t k>
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const shuffle_order_engine<Engine, k>& x);
- template <class charT, class traits,
- class Engine, size_t k>
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- shuffle_order_engine<Engine, k>& x);
- typedef linear_congruential_engine<uint_fast32_t, 16807, 0, 2147483647>
- minstd_rand0;
- typedef linear_congruential_engine<uint_fast32_t, 48271, 0, 2147483647>
- minstd_rand;
- typedef mersenne_twister_engine<uint_fast32_t, 32, 624, 397, 31,
- 0x9908b0df,
- 11, 0xffffffff,
- 7, 0x9d2c5680,
- 15, 0xefc60000,
- 18, 1812433253> mt19937;
- typedef mersenne_twister_engine<uint_fast64_t, 64, 312, 156, 31,
- 0xb5026f5aa96619e9,
- 29, 0x5555555555555555,
- 17, 0x71d67fffeda60000,
- 37, 0xfff7eee000000000,
- 43, 6364136223846793005> mt19937_64;
- typedef subtract_with_carry_engine<uint_fast32_t, 24, 10, 24> ranlux24_base;
- typedef subtract_with_carry_engine<uint_fast64_t, 48, 5, 12> ranlux48_base;
- typedef discard_block_engine<ranlux24_base, 223, 23> ranlux24;
- typedef discard_block_engine<ranlux48_base, 389, 11> ranlux48;
- typedef shuffle_order_engine<minstd_rand0, 256> knuth_b;
- typedef minstd_rand default_random_engine;
- // Generators
- class random_device
- {
- public:
- // types
- typedef unsigned int result_type;
- // generator characteristics
- static constexpr result_type min() { return numeric_limits<result_type>::min(); }
- static constexpr result_type max() { return numeric_limits<result_type>::max(); }
- // constructors
- explicit random_device(const string& token = implementation-defined); // before C++20
- random_device() : random_device(implementation-defined) {} // C++20
- explicit random_device(const string& token); // C++20
- // generating functions
- result_type operator()();
- // property functions
- double entropy() const noexcept;
- // no copy functions
- random_device(const random_device& ) = delete;
- void operator=(const random_device& ) = delete;
- };
- // Utilities
- class seed_seq
- {
- public:
- // types
- typedef uint_least32_t result_type;
- // constructors
- seed_seq();
- template<class T>
- seed_seq(initializer_list<T> il);
- template<class InputIterator>
- seed_seq(InputIterator begin, InputIterator end);
- // generating functions
- template<class RandomAccessIterator>
- void generate(RandomAccessIterator begin, RandomAccessIterator end);
- // property functions
- size_t size() const;
- template<class OutputIterator>
- void param(OutputIterator dest) const;
- // no copy functions
- seed_seq(const seed_seq&) = delete;
- void operator=(const seed_seq& ) = delete;
- };
- template<class RealType, size_t bits, class URNG>
- RealType generate_canonical(URNG& g);
- // Distributions
- template<class IntType = int>
- class uniform_int_distribution
- {
- public:
- // types
- typedef IntType result_type;
- class param_type
- {
- public:
- typedef uniform_int_distribution distribution_type;
- explicit param_type(IntType a = 0,
- IntType b = numeric_limits<IntType>::max());
- result_type a() const;
- result_type b() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructors and reset functions
- explicit uniform_int_distribution(IntType a = 0,
- IntType b = numeric_limits<IntType>::max()); // before C++20
- uniform_int_distribution() : uniform_int_distribution(0) {} // C++20
- explicit uniform_int_distribution(IntType a,
- IntType b = numeric_limits<IntType>::max()); // C++20
- explicit uniform_int_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type a() const;
- result_type b() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const uniform_int_distribution& x,
- const uniform_int_distribution& y);
- friend bool operator!=(const uniform_int_distribution& x,
- const uniform_int_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const uniform_int_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- uniform_int_distribution& x);
- };
- template<class RealType = double>
- class uniform_real_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef uniform_real_distribution distribution_type;
- explicit param_type(RealType a = 0,
- RealType b = 1);
- result_type a() const;
- result_type b() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructors and reset functions
- explicit uniform_real_distribution(RealType a = 0.0, RealType b = 1.0); // before C++20
- uniform_real_distribution() : uniform_real_distribution(0.0) {} // C++20
- explicit uniform_real_distribution(RealType a, RealType b = 1.0); // C++20
- explicit uniform_real_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type a() const;
- result_type b() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const uniform_real_distribution& x,
- const uniform_real_distribution& y);
- friend bool operator!=(const uniform_real_distribution& x,
- const uniform_real_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const uniform_real_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- uniform_real_distribution& x);
- };
- class bernoulli_distribution
- {
- public:
- // types
- typedef bool result_type;
- class param_type
- {
- public:
- typedef bernoulli_distribution distribution_type;
- explicit param_type(double p = 0.5);
- double p() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructors and reset functions
- explicit bernoulli_distribution(double p = 0.5); // before C++20
- bernoulli_distribution() : bernoulli_distribution(0.5) {} // C++20
- explicit bernoulli_distribution(double p); // C++20
- explicit bernoulli_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- double p() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const bernoulli_distribution& x,
- const bernoulli_distribution& y);
- friend bool operator!=(const bernoulli_distribution& x,
- const bernoulli_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const bernoulli_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- bernoulli_distribution& x);
- };
- template<class IntType = int>
- class binomial_distribution
- {
- public:
- // types
- typedef IntType result_type;
- class param_type
- {
- public:
- typedef binomial_distribution distribution_type;
- explicit param_type(IntType t = 1, double p = 0.5);
- IntType t() const;
- double p() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructors and reset functions
- explicit binomial_distribution(IntType t = 1, double p = 0.5); // before C++20
- binomial_distribution() : binomial_distribution(1) {} // C++20
- explicit binomial_distribution(IntType t, double p = 0.5); // C++20
- explicit binomial_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- IntType t() const;
- double p() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const binomial_distribution& x,
- const binomial_distribution& y);
- friend bool operator!=(const binomial_distribution& x,
- const binomial_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const binomial_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- binomial_distribution& x);
- };
- template<class IntType = int>
- class geometric_distribution
- {
- public:
- // types
- typedef IntType result_type;
- class param_type
- {
- public:
- typedef geometric_distribution distribution_type;
- explicit param_type(double p = 0.5);
- double p() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructors and reset functions
- explicit geometric_distribution(double p = 0.5); // before C++20
- geometric_distribution() : geometric_distribution(0.5) {} // C++20
- explicit geometric_distribution(double p); // C++20
- explicit geometric_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- double p() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const geometric_distribution& x,
- const geometric_distribution& y);
- friend bool operator!=(const geometric_distribution& x,
- const geometric_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const geometric_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- geometric_distribution& x);
- };
- template<class IntType = int>
- class negative_binomial_distribution
- {
- public:
- // types
- typedef IntType result_type;
- class param_type
- {
- public:
- typedef negative_binomial_distribution distribution_type;
- explicit param_type(result_type k = 1, double p = 0.5);
- result_type k() const;
- double p() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- explicit negative_binomial_distribution(IntType k = 1, double p = 0.5); // before C++20
- negative_binomial_distribution() : negative_binomial_distribution(1) {} // C++20
- explicit negative_binomial_distribution(IntType k, double p = 0.5); // C++20
- explicit negative_binomial_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type k() const;
- double p() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const negative_binomial_distribution& x,
- const negative_binomial_distribution& y);
- friend bool operator!=(const negative_binomial_distribution& x,
- const negative_binomial_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const negative_binomial_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- negative_binomial_distribution& x);
- };
- template<class IntType = int>
- class poisson_distribution
- {
- public:
- // types
- typedef IntType result_type;
- class param_type
- {
- public:
- typedef poisson_distribution distribution_type;
- explicit param_type(double mean = 1.0);
- double mean() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructors and reset functions
- explicit poisson_distribution(double mean = 1.0); // before C++20
- poisson_distribution() : poisson_distribution(1.0) {} // C++20
- explicit poisson_distribution(double mean); // C++20
- explicit poisson_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- double mean() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const poisson_distribution& x,
- const poisson_distribution& y);
- friend bool operator!=(const poisson_distribution& x,
- const poisson_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const poisson_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- poisson_distribution& x);
- };
- template<class RealType = double>
- class exponential_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef exponential_distribution distribution_type;
- explicit param_type(result_type lambda = 1.0);
- result_type lambda() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructors and reset functions
- explicit exponential_distribution(RealType lambda = 1.0); // before C++20
- exponential_distribution() : exponential_distribution(1.0) {} // C++20
- explicit exponential_distribution(RealType lambda); // C++20
- explicit exponential_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type lambda() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const exponential_distribution& x,
- const exponential_distribution& y);
- friend bool operator!=(const exponential_distribution& x,
- const exponential_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const exponential_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- exponential_distribution& x);
- };
- template<class RealType = double>
- class gamma_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef gamma_distribution distribution_type;
- explicit param_type(result_type alpha = 1, result_type beta = 1);
- result_type alpha() const;
- result_type beta() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructors and reset functions
- explicit gamma_distribution(RealType alpha = 0.0, RealType beta = 1.0); // before C++20
- gamma_distribution() : gamma_distribution(0.0) {} // C++20
- explicit gamma_distribution(RealType alpha, RealType beta = 1.0); // C++20
- explicit gamma_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type alpha() const;
- result_type beta() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const gamma_distribution& x,
- const gamma_distribution& y);
- friend bool operator!=(const gamma_distribution& x,
- const gamma_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const gamma_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- gamma_distribution& x);
- };
- template<class RealType = double>
- class weibull_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef weibull_distribution distribution_type;
- explicit param_type(result_type alpha = 1, result_type beta = 1);
- result_type a() const;
- result_type b() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- explicit weibull_distribution(RealType a = 1.0, RealType b = 1.0); // before C++20
- weibull_distribution() : weibull_distribution(1.0) {} // C++20
- explicit weibull_distribution(RealType a, RealType b = 1.0); // C++20
- explicit weibull_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type a() const;
- result_type b() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const weibull_distribution& x,
- const weibull_distribution& y);
- friend bool operator!=(const weibull_distribution& x,
- const weibull_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const weibull_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- weibull_distribution& x);
- };
- template<class RealType = double>
- class extreme_value_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef extreme_value_distribution distribution_type;
- explicit param_type(result_type a = 0, result_type b = 1);
- result_type a() const;
- result_type b() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- explicit extreme_value_distribution(RealType a = 0.0, RealType b = 1.0); // before C++20
- extreme_value_distribution() : extreme_value_distribution(0.0) {} // C++20
- explicit extreme_value_distribution(RealType a, RealType b = 1.0); // C++20
- explicit extreme_value_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type a() const;
- result_type b() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const extreme_value_distribution& x,
- const extreme_value_distribution& y);
- friend bool operator!=(const extreme_value_distribution& x,
- const extreme_value_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const extreme_value_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- extreme_value_distribution& x);
- };
- template<class RealType = double>
- class normal_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef normal_distribution distribution_type;
- explicit param_type(result_type mean = 0, result_type stddev = 1);
- result_type mean() const;
- result_type stddev() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructors and reset functions
- explicit normal_distribution(RealType mean = 0.0, RealType stddev = 1.0); // before C++20
- normal_distribution() : normal_distribution(0.0) {} // C++20
- explicit normal_distribution(RealType mean, RealType stddev = 1.0); // C++20
- explicit normal_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type mean() const;
- result_type stddev() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const normal_distribution& x,
- const normal_distribution& y);
- friend bool operator!=(const normal_distribution& x,
- const normal_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const normal_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- normal_distribution& x);
- };
- template<class RealType = double>
- class lognormal_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef lognormal_distribution distribution_type;
- explicit param_type(result_type m = 0, result_type s = 1);
- result_type m() const;
- result_type s() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- explicit lognormal_distribution(RealType mean = 0.0, RealType stddev = 1.0); // before C++20
- lognormal_distribution() : lognormal_distribution(0.0) {} // C++20
- explicit lognormal_distribution(RealType mean, RealType stddev = 1.0); // C++20
- explicit lognormal_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type m() const;
- result_type s() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const lognormal_distribution& x,
- const lognormal_distribution& y);
- friend bool operator!=(const lognormal_distribution& x,
- const lognormal_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const lognormal_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- lognormal_distribution& x);
- };
- template<class RealType = double>
- class chi_squared_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef chi_squared_distribution distribution_type;
- explicit param_type(result_type n = 1);
- result_type n() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- explicit chi_squared_distribution(RealType n = 1.0); // before C++20
- chi_squared_distribution() : chi_squared_distribution(1.0) {} // C++20
- explicit chi_squared_distribution(RealType n); // C++20
- explicit chi_squared_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type n() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const chi_squared_distribution& x,
- const chi_squared_distribution& y);
- friend bool operator!=(const chi_squared_distribution& x,
- const chi_squared_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const chi_squared_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- chi_squared_distribution& x);
- };
- template<class RealType = double>
- class cauchy_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef cauchy_distribution distribution_type;
- explicit param_type(result_type a = 0, result_type b = 1);
- result_type a() const;
- result_type b() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- explicit cauchy_distribution(RealType a = 0.0, RealType b = 1.0); // before C++20
- cauchy_distribution() : cauchy_distribution(0.0) {} // C++20
- explicit cauchy_distribution(RealType a, RealType b = 1.0); // C++20
- explicit cauchy_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type a() const;
- result_type b() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const cauchy_distribution& x,
- const cauchy_distribution& y);
- friend bool operator!=(const cauchy_distribution& x,
- const cauchy_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const cauchy_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- cauchy_distribution& x);
- };
- template<class RealType = double>
- class fisher_f_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef fisher_f_distribution distribution_type;
- explicit param_type(result_type m = 1, result_type n = 1);
- result_type m() const;
- result_type n() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- explicit fisher_f_distribution(RealType m = 1.0, RealType n = 1.0); // before C++20
- fisher_f_distribution() : fisher_f_distribution(1.0) {} // C++20
- explicit fisher_f_distribution(RealType m, RealType n = 1.0); // C++20
- explicit fisher_f_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type m() const;
- result_type n() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const fisher_f_distribution& x,
- const fisher_f_distribution& y);
- friend bool operator!=(const fisher_f_distribution& x,
- const fisher_f_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const fisher_f_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- fisher_f_distribution& x);
- };
- template<class RealType = double>
- class student_t_distribution
- {
- public:
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef student_t_distribution distribution_type;
- explicit param_type(result_type n = 1);
- result_type n() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- explicit student_t_distribution(RealType n = 1.0); // before C++20
- student_t_distribution() : student_t_distribution(1.0) {} // C++20
- explicit student_t_distribution(RealType n); // C++20
- explicit student_t_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- result_type n() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const student_t_distribution& x,
- const student_t_distribution& y);
- friend bool operator!=(const student_t_distribution& x,
- const student_t_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const student_t_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- student_t_distribution& x);
- };
- template<class IntType = int>
- class discrete_distribution
- {
- public:
- // types
- typedef IntType result_type;
- class param_type
- {
- public:
- typedef discrete_distribution distribution_type;
- param_type();
- template<class InputIterator>
- param_type(InputIterator firstW, InputIterator lastW);
- param_type(initializer_list<double> wl);
- template<class UnaryOperation>
- param_type(size_t nw, double xmin, double xmax, UnaryOperation fw);
- vector<double> probabilities() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- discrete_distribution();
- template<class InputIterator>
- discrete_distribution(InputIterator firstW, InputIterator lastW);
- discrete_distribution(initializer_list<double> wl);
- template<class UnaryOperation>
- discrete_distribution(size_t nw, double xmin, double xmax,
- UnaryOperation fw);
- explicit discrete_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- vector<double> probabilities() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const discrete_distribution& x,
- const discrete_distribution& y);
- friend bool operator!=(const discrete_distribution& x,
- const discrete_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const discrete_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- discrete_distribution& x);
- };
- template<class RealType = double>
- class piecewise_constant_distribution
- {
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef piecewise_constant_distribution distribution_type;
- param_type();
- template<class InputIteratorB, class InputIteratorW>
- param_type(InputIteratorB firstB, InputIteratorB lastB,
- InputIteratorW firstW);
- template<class UnaryOperation>
- param_type(initializer_list<result_type> bl, UnaryOperation fw);
- template<class UnaryOperation>
- param_type(size_t nw, result_type xmin, result_type xmax,
- UnaryOperation fw);
- vector<result_type> intervals() const;
- vector<result_type> densities() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- piecewise_constant_distribution();
- template<class InputIteratorB, class InputIteratorW>
- piecewise_constant_distribution(InputIteratorB firstB,
- InputIteratorB lastB,
- InputIteratorW firstW);
- template<class UnaryOperation>
- piecewise_constant_distribution(initializer_list<result_type> bl,
- UnaryOperation fw);
- template<class UnaryOperation>
- piecewise_constant_distribution(size_t nw, result_type xmin,
- result_type xmax, UnaryOperation fw);
- explicit piecewise_constant_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- vector<result_type> intervals() const;
- vector<result_type> densities() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const piecewise_constant_distribution& x,
- const piecewise_constant_distribution& y);
- friend bool operator!=(const piecewise_constant_distribution& x,
- const piecewise_constant_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const piecewise_constant_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- piecewise_constant_distribution& x);
- };
- template<class RealType = double>
- class piecewise_linear_distribution
- {
- // types
- typedef RealType result_type;
- class param_type
- {
- public:
- typedef piecewise_linear_distribution distribution_type;
- param_type();
- template<class InputIteratorB, class InputIteratorW>
- param_type(InputIteratorB firstB, InputIteratorB lastB,
- InputIteratorW firstW);
- template<class UnaryOperation>
- param_type(initializer_list<result_type> bl, UnaryOperation fw);
- template<class UnaryOperation>
- param_type(size_t nw, result_type xmin, result_type xmax,
- UnaryOperation fw);
- vector<result_type> intervals() const;
- vector<result_type> densities() const;
- friend bool operator==(const param_type& x, const param_type& y);
- friend bool operator!=(const param_type& x, const param_type& y);
- };
- // constructor and reset functions
- piecewise_linear_distribution();
- template<class InputIteratorB, class InputIteratorW>
- piecewise_linear_distribution(InputIteratorB firstB,
- InputIteratorB lastB,
- InputIteratorW firstW);
- template<class UnaryOperation>
- piecewise_linear_distribution(initializer_list<result_type> bl,
- UnaryOperation fw);
- template<class UnaryOperation>
- piecewise_linear_distribution(size_t nw, result_type xmin,
- result_type xmax, UnaryOperation fw);
- explicit piecewise_linear_distribution(const param_type& parm);
- void reset();
- // generating functions
- template<class URNG> result_type operator()(URNG& g);
- template<class URNG> result_type operator()(URNG& g, const param_type& parm);
- // property functions
- vector<result_type> intervals() const;
- vector<result_type> densities() const;
- param_type param() const;
- void param(const param_type& parm);
- result_type min() const;
- result_type max() const;
- friend bool operator==(const piecewise_linear_distribution& x,
- const piecewise_linear_distribution& y);
- friend bool operator!=(const piecewise_linear_distribution& x,
- const piecewise_linear_distribution& y);
- template <class charT, class traits>
- friend
- basic_ostream<charT, traits>&
- operator<<(basic_ostream<charT, traits>& os,
- const piecewise_linear_distribution& x);
- template <class charT, class traits>
- friend
- basic_istream<charT, traits>&
- operator>>(basic_istream<charT, traits>& is,
- piecewise_linear_distribution& x);
- };
- } // std
- */
- #include <__assert> // all public C++ headers provide the assertion handler
- #include <__config>
- #include <__random/bernoulli_distribution.h>
- #include <__random/binomial_distribution.h>
- #include <__random/cauchy_distribution.h>
- #include <__random/chi_squared_distribution.h>
- #include <__random/clamp_to_integral.h>
- #include <__random/default_random_engine.h>
- #include <__random/discard_block_engine.h>
- #include <__random/discrete_distribution.h>
- #include <__random/exponential_distribution.h>
- #include <__random/extreme_value_distribution.h>
- #include <__random/fisher_f_distribution.h>
- #include <__random/gamma_distribution.h>
- #include <__random/generate_canonical.h>
- #include <__random/geometric_distribution.h>
- #include <__random/independent_bits_engine.h>
- #include <__random/is_seed_sequence.h>
- #include <__random/is_valid.h>
- #include <__random/knuth_b.h>
- #include <__random/linear_congruential_engine.h>
- #include <__random/log2.h>
- #include <__random/lognormal_distribution.h>
- #include <__random/mersenne_twister_engine.h>
- #include <__random/negative_binomial_distribution.h>
- #include <__random/normal_distribution.h>
- #include <__random/piecewise_constant_distribution.h>
- #include <__random/piecewise_linear_distribution.h>
- #include <__random/poisson_distribution.h>
- #include <__random/random_device.h>
- #include <__random/ranlux.h>
- #include <__random/seed_seq.h>
- #include <__random/shuffle_order_engine.h>
- #include <__random/student_t_distribution.h>
- #include <__random/subtract_with_carry_engine.h>
- #include <__random/uniform_int_distribution.h>
- #include <__random/uniform_random_bit_generator.h>
- #include <__random/uniform_real_distribution.h>
- #include <__random/weibull_distribution.h>
- #include <version>
- // standard-mandated includes
- // [rand.synopsis]
- #include <initializer_list>
- #if !defined(_LIBCPP_HAS_NO_PRAGMA_SYSTEM_HEADER)
- # pragma GCC system_header
- #endif
- #if !defined(_LIBCPP_REMOVE_TRANSITIVE_INCLUDES) && _LIBCPP_STD_VER <= 20
- # include <algorithm>
- # include <climits>
- # include <cmath>
- # include <concepts>
- # include <cstddef>
- # include <cstdint>
- # include <iosfwd>
- # include <limits>
- # include <numeric>
- # include <string>
- # include <type_traits>
- # include <vector>
- #endif
- #endif // _LIBCPP_RANDOM
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