isnan.hpp

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#pragma once
 
#include <cmath>
 
#include "NumCpp/Core/DtypeInfo.hpp"
#include "NumCpp/Core/Internal/StlAlgorithms.hpp"
#include "NumCpp/NdArray.hpp"
 
namespace nc
{
    //============================================================================
    // Method Description:
    template<typename dtype>
    bool isnan(dtype inValue) noexcept
    {
        STATIC_ASSERT_ARITHMETIC(dtype);
 
        if (DtypeInfo<dtype>::isInteger())
        {
            return false;
        }
 
        return std::isnan(static_cast<double>(inValue)); // static_cast is needed for compiler error
    }
 
    //============================================================================
    // Method Description:
    template<typename dtype>
    NdArray<bool> isnan(const NdArray<dtype>& inArray)
    {
        NdArray<bool> returnArray(inArray.shape());
        stl_algorithms::transform(inArray.cbegin(),
                                  inArray.cend(),
                                  returnArray.begin(),
                                  [](dtype inValue) noexcept -> bool { return isnan(inValue); });
 
        return returnArray;
    }
} // namespace nc