是否存在isnan()函数?
注:我在MinGW(如果这有区别的话)。
我使用isnan()从<math.h>解决了这个问题，这在<cmath>中不存在，我一开始是#包括在内的。
当前回答
Boost中还提供了一个仅头文件的库，该库具有处理浮点数据类型的简洁工具
#include <boost/math/special_functions/fpclassify.hpp>
你会得到以下函数:
template <class T> bool isfinite(T z);
template <class T> bool isinf(T t);
template <class T> bool isnan(T t);
template <class T> bool isnormal(T t);
如果你有时间，那么看看Boost的整个数学工具包，它有许多有用的工具，并且正在快速增长。
此外，当处理浮点和非浮点时，查看数字转换可能是一个好主意。
其他回答
截至c++ 14，有许多方法来测试浮点数值是否为NaN。
Of these ways, only checking of the bits of the number's representation, works reliably, as noted in my original answer. In particular, std::isnan and the often proposed check v != v, do not work reliably and should not be used, lest your code stops working correctly when someone decides that floating point optimization is needed, and asks the compiler to do that. This situation can change, compilers can get more conforming, but for this issue that hasn't happened in the 6 years since the original answer.
在大约6年的时间里，我最初的答案是这个问题的选择解决方案，这是OK的。但最近，一个高度好评的答案推荐了不可靠的v != v测试。因此，这是一个额外的最新答案(我们现在有c++ 11和c++ 14标准，以及即将出现的c++ 17标准)。
从c++ 14开始，检查nan属性的主要方法是:
std::isnan(value) ) is the intended standard library way since C++11. isnan apparently conflicts with the Posix macro of the same name, but in practice that isn't a problem. The main problem is that when floating point arithmetic optimization is requested, then with at least one main compiler, namely g++, std::isnan returns false for NaN argument. (fpclassify(value) == FP_NAN) ) Suffers from the same problem as std::isnan, i.e., is not reliable. (value != value) ) Recommended in many SO answers. Suffers from the same problem as std::isnan, i.e., is not reliable. (value == Fp_info::quiet_NaN()) ) This is a test that with standard behavior should not detect NaNs, but that with the optimized behavior maybe could detect NaNs (due to optimized code just comparing the bitlevel representations directly), and perhaps combined with another way to cover the standard un-optimized behavior, could reliably detect NaN. Unfortunately it turned out to not work reliably. (ilogb(value) == FP_ILOGBNAN) ) Suffers from the same problem as std::isnan, i.e., is not reliable. isunordered(1.2345, value) ) Suffers from the same problem as std::isnan, i.e., is not reliable. is_ieee754_nan( value ) ) This isn't a standard function. It's checking of the bits according to the IEEE 754 standard. It's completely reliable but the code is somewhat system-dependent.
在下面完整的测试代码中，“success”是表达式是否报告值的Nan-ness。对于大多数表达式来说，这种成功的度量，即检测nan(且仅检测nan)的目标与它们的标准语义相对应。然而，对于(value == Fp_info::quiet_NaN())表达式，标准行为是它不能作为nan检测器工作。
#include <cmath> // std::isnan, std::fpclassify
#include <iostream>
#include <iomanip> // std::setw
#include <limits>
#include <limits.h> // CHAR_BIT
#include <sstream>
#include <stdint.h> // uint64_t
using namespace std;
#define TEST( x, expr, expected ) \
[&](){ \
const auto value = x; \
const bool result = expr; \
ostringstream stream; \
stream << boolalpha << #x " = " << x << ", (" #expr ") = " << result; \
cout \
<< setw( 60 ) << stream.str() << " " \
<< (result == expected? "Success" : "FAILED") \
<< endl; \
}()
#define TEST_ALL_VARIABLES( expression ) \
TEST( v, expression, true ); \
TEST( u, expression, false ); \
TEST( w, expression, false )
using Fp_info = numeric_limits<double>;
inline auto is_ieee754_nan( double const x )
-> bool
{
static constexpr bool is_claimed_ieee754 = Fp_info::is_iec559;
static constexpr int n_bits_per_byte = CHAR_BIT;
using Byte = unsigned char;
static_assert( is_claimed_ieee754, "!" );
static_assert( n_bits_per_byte == 8, "!" );
static_assert( sizeof( x ) == sizeof( uint64_t ), "!" );
#ifdef _MSC_VER
uint64_t const bits = reinterpret_cast<uint64_t const&>( x );
#else
Byte bytes[sizeof(x)];
memcpy( bytes, &x, sizeof( x ) );
uint64_t int_value;
memcpy( &int_value, bytes, sizeof( x ) );
uint64_t const& bits = int_value;
#endif
static constexpr uint64_t sign_mask = 0x8000000000000000;
static constexpr uint64_t exp_mask = 0x7FF0000000000000;
static constexpr uint64_t mantissa_mask = 0x000FFFFFFFFFFFFF;
(void) sign_mask;
return (bits & exp_mask) == exp_mask and (bits & mantissa_mask) != 0;
}
auto main()
-> int
{
double const v = Fp_info::quiet_NaN();
double const u = 3.14;
double const w = Fp_info::infinity();
cout << boolalpha << left;
cout << "Compiler claims IEEE 754 = " << Fp_info::is_iec559 << endl;
cout << endl;;
TEST_ALL_VARIABLES( std::isnan(value) ); cout << endl;
TEST_ALL_VARIABLES( (fpclassify(value) == FP_NAN) ); cout << endl;
TEST_ALL_VARIABLES( (value != value) ); cout << endl;
TEST_ALL_VARIABLES( (value == Fp_info::quiet_NaN()) ); cout << endl;
TEST_ALL_VARIABLES( (ilogb(value) == FP_ILOGBNAN) ); cout << endl;
TEST_ALL_VARIABLES( isunordered(1.2345, value) ); cout << endl;
TEST_ALL_VARIABLES( is_ieee754_nan( value ) );
}
g++的结果(再次注意，(value == Fp_info::quiet_NaN())的标准行为是它不能作为nan检测器工作，它只是在这里非常实用):
[C:\my\forums\so\282 (detect NaN)] > g++ --version | find "++" g++ (x86_64-win32-sjlj-rev1, Built by MinGW-W64 project) 6.3.0 [C:\my\forums\so\282 (detect NaN)] > g++ foo.cpp && a Compiler claims IEEE 754 = true v = nan, (std::isnan(value)) = true Success u = 3.14, (std::isnan(value)) = false Success w = inf, (std::isnan(value)) = false Success v = nan, ((fpclassify(value) == 0x0100)) = true Success u = 3.14, ((fpclassify(value) == 0x0100)) = false Success w = inf, ((fpclassify(value) == 0x0100)) = false Success v = nan, ((value != value)) = true Success u = 3.14, ((value != value)) = false Success w = inf, ((value != value)) = false Success v = nan, ((value == Fp_info::quiet_NaN())) = false FAILED u = 3.14, ((value == Fp_info::quiet_NaN())) = false Success w = inf, ((value == Fp_info::quiet_NaN())) = false Success v = nan, ((ilogb(value) == ((int)0x80000000))) = true Success u = 3.14, ((ilogb(value) == ((int)0x80000000))) = false Success w = inf, ((ilogb(value) == ((int)0x80000000))) = false Success v = nan, (isunordered(1.2345, value)) = true Success u = 3.14, (isunordered(1.2345, value)) = false Success w = inf, (isunordered(1.2345, value)) = false Success v = nan, (is_ieee754_nan( value )) = true Success u = 3.14, (is_ieee754_nan( value )) = false Success w = inf, (is_ieee754_nan( value )) = false Success [C:\my\forums\so\282 (detect NaN)] > g++ foo.cpp -ffast-math && a Compiler claims IEEE 754 = true v = nan, (std::isnan(value)) = false FAILED u = 3.14, (std::isnan(value)) = false Success w = inf, (std::isnan(value)) = false Success v = nan, ((fpclassify(value) == 0x0100)) = false FAILED u = 3.14, ((fpclassify(value) == 0x0100)) = false Success w = inf, ((fpclassify(value) == 0x0100)) = false Success v = nan, ((value != value)) = false FAILED u = 3.14, ((value != value)) = false Success w = inf, ((value != value)) = false Success v = nan, ((value == Fp_info::quiet_NaN())) = true Success u = 3.14, ((value == Fp_info::quiet_NaN())) = true FAILED w = inf, ((value == Fp_info::quiet_NaN())) = true FAILED v = nan, ((ilogb(value) == ((int)0x80000000))) = true Success u = 3.14, ((ilogb(value) == ((int)0x80000000))) = false Success w = inf, ((ilogb(value) == ((int)0x80000000))) = false Success v = nan, (isunordered(1.2345, value)) = false FAILED u = 3.14, (isunordered(1.2345, value)) = false Success w = inf, (isunordered(1.2345, value)) = false Success v = nan, (is_ieee754_nan( value )) = true Success u = 3.14, (is_ieee754_nan( value )) = false Success w = inf, (is_ieee754_nan( value )) = false Success [C:\my\forums\so\282 (detect NaN)] > _
Visual c++测试结果:
[C:\my\forums\so\282 (detect NaN)] > cl /nologo- 2>&1 | find "++" Microsoft (R) C/C++ Optimizing Compiler Version 19.00.23725 for x86 [C:\my\forums\so\282 (detect NaN)] > cl foo.cpp /Feb && b foo.cpp Compiler claims IEEE 754 = true v = nan, (std::isnan(value)) = true Success u = 3.14, (std::isnan(value)) = false Success w = inf, (std::isnan(value)) = false Success v = nan, ((fpclassify(value) == 2)) = true Success u = 3.14, ((fpclassify(value) == 2)) = false Success w = inf, ((fpclassify(value) == 2)) = false Success v = nan, ((value != value)) = true Success u = 3.14, ((value != value)) = false Success w = inf, ((value != value)) = false Success v = nan, ((value == Fp_info::quiet_NaN())) = false FAILED u = 3.14, ((value == Fp_info::quiet_NaN())) = false Success w = inf, ((value == Fp_info::quiet_NaN())) = false Success v = nan, ((ilogb(value) == 0x7fffffff)) = true Success u = 3.14, ((ilogb(value) == 0x7fffffff)) = false Success w = inf, ((ilogb(value) == 0x7fffffff)) = true FAILED v = nan, (isunordered(1.2345, value)) = true Success u = 3.14, (isunordered(1.2345, value)) = false Success w = inf, (isunordered(1.2345, value)) = false Success v = nan, (is_ieee754_nan( value )) = true Success u = 3.14, (is_ieee754_nan( value )) = false Success w = inf, (is_ieee754_nan( value )) = false Success [C:\my\forums\so\282 (detect NaN)] > cl foo.cpp /Feb /fp:fast && b foo.cpp Compiler claims IEEE 754 = true v = nan, (std::isnan(value)) = true Success u = 3.14, (std::isnan(value)) = false Success w = inf, (std::isnan(value)) = false Success v = nan, ((fpclassify(value) == 2)) = true Success u = 3.14, ((fpclassify(value) == 2)) = false Success w = inf, ((fpclassify(value) == 2)) = false Success v = nan, ((value != value)) = true Success u = 3.14, ((value != value)) = false Success w = inf, ((value != value)) = false Success v = nan, ((value == Fp_info::quiet_NaN())) = false FAILED u = 3.14, ((value == Fp_info::quiet_NaN())) = false Success w = inf, ((value == Fp_info::quiet_NaN())) = false Success v = nan, ((ilogb(value) == 0x7fffffff)) = true Success u = 3.14, ((ilogb(value) == 0x7fffffff)) = false Success w = inf, ((ilogb(value) == 0x7fffffff)) = true FAILED v = nan, (isunordered(1.2345, value)) = true Success u = 3.14, (isunordered(1.2345, value)) = false Success w = inf, (isunordered(1.2345, value)) = false Success v = nan, (is_ieee754_nan( value )) = true Success u = 3.14, (is_ieee754_nan( value )) = false Success w = inf, (is_ieee754_nan( value )) = false Success [C:\my\forums\so\282 (detect NaN)] > _
综上所述，仅使用本测试程序中定义的is_ieee754_nan函数直接测试位级表示，在g++和Visual c++的所有情况下都能可靠地工作。
附录: 在发布上述内容后，我意识到另一种可能的NaN测试，在这里的另一个答案中提到，即((value < 0) == (value >= 0))。这在Visual c++中运行得很好，但在g++的- fast-math选项中失败了。只有直接位模式测试才能可靠地工作。
您可以使用在limits标准库中定义的numeric_limits<float>::quiet_NaN()进行测试。double有一个单独的常数。
#include <iostream>
#include <math.h>
#include <limits>
using namespace std;
int main( )
{
cout << "The quiet NaN for type float is: "
<< numeric_limits<float>::quiet_NaN( )
<< endl;
float f_nan = numeric_limits<float>::quiet_NaN();
if( isnan(f_nan) )
{
cout << "Float was Not a Number: " << f_nan << endl;
}
return 0;
}
我不知道这是否适用于所有平台，因为我只在Linux上用g++进行了测试。
可以使用isnan()函数，但需要包含C数学库。
#include <cmath>
因为这个函数是C99的一部分，所以并不是所有地方都可用。如果您的供应商没有提供该功能，您也可以定义自己的变体以实现兼容性。
inline bool isnan(double x) {
return x != x;
}
对我来说，解决方案可能是一个宏，使它显式内联，从而足够快。 它也适用于任何浮点类型。它基于这样一个事实:一个值不等于本身的唯一情况是当该值不是一个数字时。
#ifndef isnan
#define isnan(a) (a != a)
#endif
IEEE标准说 当指数都是1时 而且 尾数不是零， 该号码是一个NaN。 Double是1个符号位，11个指数位和52个尾数位。 做一点检查。
