//===----------------------------------------------------------------------===// // // 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_NEGATIVE_BINOMIAL_DISTRIBUTION_H #define _LIBCPP___RANDOM_NEGATIVE_BINOMIAL_DISTRIBUTION_H #include <__config> #include <__random/bernoulli_distribution.h> #include <__random/gamma_distribution.h> #include <__random/is_valid.h> #include <__random/poisson_distribution.h> #include #include #if !defined(_LIBCPP_HAS_NO_PRAGMA_SYSTEM_HEADER) # pragma GCC system_header #endif _LIBCPP_PUSH_MACROS #include <__undef_macros> _LIBCPP_BEGIN_NAMESPACE_STD template class _LIBCPP_TEMPLATE_VIS negative_binomial_distribution { static_assert(__libcpp_random_is_valid_inttype<_IntType>::value, "IntType must be a supported integer type"); public: // types typedef _IntType result_type; class _LIBCPP_TEMPLATE_VIS param_type { result_type __k_; double __p_; public: typedef negative_binomial_distribution distribution_type; _LIBCPP_HIDE_FROM_ABI explicit param_type(result_type __k = 1, double __p = 0.5) : __k_(__k), __p_(__p) {} _LIBCPP_HIDE_FROM_ABI result_type k() const { return __k_; } _LIBCPP_HIDE_FROM_ABI double p() const { return __p_; } friend _LIBCPP_HIDE_FROM_ABI bool operator==(const param_type& __x, const param_type& __y) { return __x.__k_ == __y.__k_ && __x.__p_ == __y.__p_; } friend _LIBCPP_HIDE_FROM_ABI bool operator!=(const param_type& __x, const param_type& __y) { return !(__x == __y); } }; private: param_type __p_; public: // constructor and reset functions #ifndef _LIBCPP_CXX03_LANG _LIBCPP_HIDE_FROM_ABI negative_binomial_distribution() : negative_binomial_distribution(1) {} _LIBCPP_HIDE_FROM_ABI explicit negative_binomial_distribution(result_type __k, double __p = 0.5) : __p_(__k, __p) {} #else _LIBCPP_HIDE_FROM_ABI explicit negative_binomial_distribution(result_type __k = 1, double __p = 0.5) : __p_(__k, __p) {} #endif _LIBCPP_HIDE_FROM_ABI explicit negative_binomial_distribution(const param_type& __p) : __p_(__p) {} _LIBCPP_HIDE_FROM_ABI void reset() {} // generating functions template _LIBCPP_HIDE_FROM_ABI result_type operator()(_URNG& __g) { return (*this)(__g, __p_); } template _LIBCPP_HIDE_FROM_ABI result_type operator()(_URNG& __g, const param_type& __p); // property functions _LIBCPP_HIDE_FROM_ABI result_type k() const { return __p_.k(); } _LIBCPP_HIDE_FROM_ABI double p() const { return __p_.p(); } _LIBCPP_HIDE_FROM_ABI param_type param() const { return __p_; } _LIBCPP_HIDE_FROM_ABI void param(const param_type& __p) { __p_ = __p; } _LIBCPP_HIDE_FROM_ABI result_type min() const { return 0; } _LIBCPP_HIDE_FROM_ABI result_type max() const { return numeric_limits::max(); } friend _LIBCPP_HIDE_FROM_ABI bool operator==(const negative_binomial_distribution& __x, const negative_binomial_distribution& __y) { return __x.__p_ == __y.__p_; } friend _LIBCPP_HIDE_FROM_ABI bool operator!=(const negative_binomial_distribution& __x, const negative_binomial_distribution& __y) { return !(__x == __y); } }; template template _IntType negative_binomial_distribution<_IntType>::operator()(_URNG& __urng, const param_type& __pr) { static_assert(__libcpp_random_is_valid_urng<_URNG>::value, ""); result_type __k = __pr.k(); double __p = __pr.p(); // When the number of bits in _IntType is small, we are too likely to // overflow __f below to use this technique. if (__k <= 21 * __p && sizeof(_IntType) > 1) { bernoulli_distribution __gen(__p); result_type __f = 0; result_type __s = 0; while (__s < __k) { if (__gen(__urng)) ++__s; else ++__f; } _LIBCPP_ASSERT_INTERNAL(__f >= 0, "std::negative_binomial_distribution should never produce negative values. " "This is almost certainly a signed integer overflow issue on __f."); return __f; } return poisson_distribution(gamma_distribution(__k, (1 - __p) / __p)(__urng))(__urng); } template _LIBCPP_HIDE_FROM_ABI basic_ostream<_CharT, _Traits>& operator<<(basic_ostream<_CharT, _Traits>& __os, const negative_binomial_distribution<_IntType>& __x) { __save_flags<_CharT, _Traits> __lx(__os); typedef basic_ostream<_CharT, _Traits> _OStream; __os.flags(_OStream::dec | _OStream::left | _OStream::fixed | _OStream::scientific); _CharT __sp = __os.widen(' '); __os.fill(__sp); return __os << __x.k() << __sp << __x.p(); } template _LIBCPP_HIDE_FROM_ABI basic_istream<_CharT, _Traits>& operator>>(basic_istream<_CharT, _Traits>& __is, negative_binomial_distribution<_IntType>& __x) { typedef negative_binomial_distribution<_IntType> _Eng; typedef typename _Eng::result_type result_type; typedef typename _Eng::param_type param_type; __save_flags<_CharT, _Traits> __lx(__is); typedef basic_istream<_CharT, _Traits> _Istream; __is.flags(_Istream::dec | _Istream::skipws); result_type __k; double __p; __is >> __k >> __p; if (!__is.fail()) __x.param(param_type(__k, __p)); return __is; } _LIBCPP_END_NAMESPACE_STD _LIBCPP_POP_MACROS #endif // _LIBCPP___RANDOM_NEGATIVE_BINOMIAL_DISTRIBUTION_H