Kokkos_Complex.hpp

//@HEADER
// ************************************************************************
//
//                        Kokkos v. 4.0
//       Copyright (2022) National Technology & Engineering
//               Solutions of Sandia, LLC (NTESS).
//
// Under the terms of Contract DE-NA0003525 with NTESS,
// the U.S. Government retains certain rights in this software.
//
// Part of Kokkos, under the Apache License v2.0 with LLVM Exceptions.
// See https://kokkos.org/LICENSE for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//@HEADER
#ifndef KOKKOS_COMPLEX_HPP
#define KOKKOS_COMPLEX_HPP
#ifndef KOKKOS_IMPL_PUBLIC_INCLUDE
#define KOKKOS_IMPL_PUBLIC_INCLUDE
#define KOKKOS_IMPL_PUBLIC_INCLUDE_NOTDEFINED_COMPLEX
#endif
 
#include <Kokkos_Atomic.hpp>
#include <Kokkos_MathematicalFunctions.hpp>
#include <Kokkos_NumericTraits.hpp>
#include <Kokkos_ReductionIdentity.hpp>
#include <impl/Kokkos_Error.hpp>
#include <complex>
#include <type_traits>
#include <iosfwd>
#include <tuple>
 
namespace Kokkos {

template <class RealType>
class
#ifdef KOKKOS_ENABLE_COMPLEX_ALIGN
    alignas(2 * sizeof(RealType))
#endif
        complex {
  static_assert(std::is_floating_point_v<RealType> &&
                    std::is_same_v<RealType, std::remove_cv_t<RealType>>,
                "Kokkos::complex can only be instantiated for a cv-unqualified "
                "floating point type");
 
 private:
  RealType re_{};
  RealType im_{};
 
 public:
  using value_type = RealType;

  KOKKOS_DEFAULTED_FUNCTION
  complex() = default;

  KOKKOS_DEFAULTED_FUNCTION
  complex(const complex&) noexcept = default;
 
  KOKKOS_DEFAULTED_FUNCTION
  complex& operator=(const complex&) noexcept = default;

  template <class RType,
            std::enable_if_t<std::is_convertible_v<RType, RealType>, int> = 0>
  KOKKOS_INLINE_FUNCTION complex(const complex<RType>& other) noexcept
      // Intentionally do the conversions implicitly here so that users don't
      // get any warnings about narrowing, etc., that they would expect to get
      // otherwise.
      : re_(other.real()), im_(other.imag()) {}

  KOKKOS_INLINE_FUNCTION
  complex(const std::complex<RealType>& src) noexcept
      // We can use this aspect of the standard to avoid calling
      // non-device-marked functions `std::real` and `std::imag`: "For any
      // object z of type complex<T>, reinterpret_cast<T(&)[2]>(z)[0] is the
      // real part of z and reinterpret_cast<T(&)[2]>(z)[1] is the imaginary
      // part of z." Now we don't have to provide a whole bunch of the overloads
      // of things taking either Kokkos::complex or std::complex
      : re_(reinterpret_cast<const RealType (&)[2]>(src)[0]),
        im_(reinterpret_cast<const RealType (&)[2]>(src)[1]) {}

  // TODO: make explicit.  DJS 2019-08-28
  operator std::complex<RealType>() const noexcept {
    return std::complex<RealType>(re_, im_);
  }

  KOKKOS_INLINE_FUNCTION complex(const RealType& val) noexcept
      : re_(val), im_(static_cast<RealType>(0)) {}

  KOKKOS_INLINE_FUNCTION
  complex(const RealType& re, const RealType& im) noexcept : re_(re), im_(im) {}

  KOKKOS_INLINE_FUNCTION complex& operator=(const RealType& val) noexcept {
    re_ = val;
    im_ = RealType(0);
    return *this;
  }

  complex& operator=(const std::complex<RealType>& src) noexcept {
    *this = complex(src);
    return *this;
  }

  KOKKOS_INLINE_FUNCTION
  constexpr RealType& imag() noexcept { return im_; }

  KOKKOS_INLINE_FUNCTION
  constexpr RealType& real() noexcept { return re_; }

  KOKKOS_INLINE_FUNCTION
  constexpr RealType imag() const noexcept { return im_; }

  KOKKOS_INLINE_FUNCTION
  constexpr RealType real() const noexcept { return re_; }

  KOKKOS_INLINE_FUNCTION
  constexpr void imag(RealType v) noexcept { im_ = v; }

  KOKKOS_INLINE_FUNCTION
  constexpr void real(RealType v) noexcept { re_ = v; }
 
  constexpr KOKKOS_INLINE_FUNCTION complex& operator+=(
      const complex<RealType>& src) noexcept {
    re_ += src.re_;
    im_ += src.im_;
    return *this;
  }
 
  constexpr KOKKOS_INLINE_FUNCTION complex& operator+=(
      const RealType& src) noexcept {
    re_ += src;
    return *this;
  }
 
  constexpr KOKKOS_INLINE_FUNCTION complex& operator-=(
      const complex<RealType>& src) noexcept {
    re_ -= src.re_;
    im_ -= src.im_;
    return *this;
  }
 
  constexpr KOKKOS_INLINE_FUNCTION complex& operator-=(
      const RealType& src) noexcept {
    re_ -= src;
    return *this;
  }
 
  constexpr KOKKOS_INLINE_FUNCTION complex& operator*=(
      const complex<RealType>& src) noexcept {
    const RealType realPart = re_ * src.re_ - im_ * src.im_;
    const RealType imagPart = re_ * src.im_ + im_ * src.re_;
    re_                     = realPart;
    im_                     = imagPart;
    return *this;
  }
 
  constexpr KOKKOS_INLINE_FUNCTION complex& operator*=(
      const RealType& src) noexcept {
    re_ *= src;
    im_ *= src;
    return *this;
  }
 
  // Conditional noexcept, just in case RType throws on divide-by-zero
  constexpr KOKKOS_INLINE_FUNCTION complex& operator/=(
      const complex<RealType>& y) noexcept(noexcept(RealType{} / RealType{})) {
    // Scale (by the "1-norm" of y) to avoid unwarranted overflow.
    // If the real part is +/-Inf and the imaginary part is -/+Inf,
    // this won't change the result.
    const RealType s = fabs(y.real()) + fabs(y.imag());
 
    // If s is 0, then y is zero, so x/y == real(x)/0 + i*imag(x)/0.
    // In that case, the relation x/y == (x/s) / (y/s) doesn't hold,
    // because y/s is NaN.
    // TODO mark this branch unlikely
    if (s == RealType(0)) {
      this->re_ /= s;
      this->im_ /= s;
    } else {
      const complex x_scaled(this->re_ / s, this->im_ / s);
      const complex y_conj_scaled(y.re_ / s, -(y.im_) / s);
      const RealType y_scaled_abs =
          y_conj_scaled.re_ * y_conj_scaled.re_ +
          y_conj_scaled.im_ * y_conj_scaled.im_;  // abs(y) == abs(conj(y))
      *this = x_scaled * y_conj_scaled;
      *this /= y_scaled_abs;
    }
    return *this;
  }
 
  constexpr KOKKOS_INLINE_FUNCTION complex& operator/=(
      const std::complex<RealType>& y) noexcept(noexcept(RealType{} /
                                                         RealType{})) {
    // Scale (by the "1-norm" of y) to avoid unwarranted overflow.
    // If the real part is +/-Inf and the imaginary part is -/+Inf,
    // this won't change the result.
    const RealType s = fabs(y.real()) + fabs(y.imag());
 
    // If s is 0, then y is zero, so x/y == real(x)/0 + i*imag(x)/0.
    // In that case, the relation x/y == (x/s) / (y/s) doesn't hold,
    // because y/s is NaN.
    if (s == RealType(0)) {
      this->re_ /= s;
      this->im_ /= s;
    } else {
      const complex x_scaled(this->re_ / s, this->im_ / s);
      const complex y_conj_scaled(y.re_ / s, -(y.im_) / s);
      const RealType y_scaled_abs =
          y_conj_scaled.re_ * y_conj_scaled.re_ +
          y_conj_scaled.im_ * y_conj_scaled.im_;  // abs(y) == abs(conj(y))
      *this = x_scaled * y_conj_scaled;
      *this /= y_scaled_abs;
    }
    return *this;
  }
 
  constexpr KOKKOS_INLINE_FUNCTION complex& operator/=(
      const RealType& src) noexcept(noexcept(RealType{} / RealType{})) {
    re_ /= src;
    im_ /= src;
    return *this;
  }
 
  template <size_t I, typename RT>
  friend constexpr const RT& get(const complex<RT>&) noexcept;
 
  template <size_t I, typename RT>
  friend constexpr const RT&& get(const complex<RT>&&) noexcept;
 
#ifdef KOKKOS_ENABLE_DEPRECATED_CODE_4
  template <class RType,
            std::enable_if_t<std::is_convertible_v<RType, RealType>, int> = 0>
  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION
  complex(const volatile complex<RType>& src) noexcept
      // Intentionally do the conversions implicitly here so that users don't
      // get any warnings about narrowing, etc., that they would expect to get
      // otherwise.
      : re_(src.re_), im_(src.im_) {}

  //
  // Templated, so as not to be a copy assignment operator (Kokkos issue #2577)
  // Intended to behave as
  //    void operator=(const complex&) volatile noexcept
  //
  // Use cases:
  //    complex r;
  //    const complex cr;
  //    volatile complex vl;
  //    vl = r;
  //    vl = cr;
  template <class Complex,
            std::enable_if_t<std::is_same_v<Complex, complex>, int> = 0>
  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION void operator=(
      const Complex& src) volatile noexcept {
    re_ = src.re_;
    im_ = src.im_;
    // We deliberately do not return anything here.  See explanation
    // in public documentation above.
  }

  // TODO Should this return void like the other volatile assignment operators?
  //
  // Templated, so as not to be a copy assignment operator (Kokkos issue #2577)
  // Intended to behave as
  //    volatile complex& operator=(const volatile complex&) volatile noexcept
  //
  // Use cases:
  //    volatile complex vr;
  //    const volatile complex cvr;
  //    volatile complex vl;
  //    vl = vr;
  //    vl = cvr;
  template <class Complex,
            std::enable_if_t<std::is_same_v<Complex, complex>, int> = 0>
  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION volatile complex& operator=(
      const volatile Complex& src) volatile noexcept {
    re_ = src.re_;
    im_ = src.im_;
    return *this;
  }

  //
  // Templated, so as not to be a copy assignment operator (Kokkos issue #2577)
  // Intended to behave as
  //    complex& operator=(const volatile complex&) noexcept
  //
  // Use cases:
  //    volatile complex vr;
  //    const volatile complex cvr;
  //    complex l;
  //    l = vr;
  //    l = cvr;
  //
  template <class Complex,
            std::enable_if_t<std::is_same_v<Complex, complex>, int> = 0>
  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION complex& operator=(
      const volatile Complex& src) noexcept {
    re_ = src.re_;
    im_ = src.im_;
    return *this;
  }
 
  // Mirroring the behavior of the assignment operators from complex RHS in the
  // RealType RHS versions.

  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION void operator=(
      const volatile RealType& val) noexcept {
    re_ = val;
    im_ = RealType(0);
    // We deliberately do not return anything here.  See explanation
    // in public documentation above.
  }

  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION complex& operator=(
      const RealType& val) volatile noexcept {
    re_ = val;
    im_ = RealType(0);
    return *this;
  }

  // TODO Should this return void like the other volatile assignment operators?
  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION complex& operator=(
      const volatile RealType& val) volatile noexcept {
    re_ = val;
    im_ = RealType(0);
    return *this;
  }

  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION volatile RealType&
  imag() volatile noexcept {
    return im_;
  }

  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION volatile RealType&
  real() volatile noexcept {
    return re_;
  }

  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION RealType imag() const
      volatile noexcept {
    return im_;
  }

  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION RealType real() const
      volatile noexcept {
    return re_;
  }
 
  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION void operator+=(
      const volatile complex<RealType>& src) volatile noexcept {
    re_ += src.re_;
    im_ += src.im_;
  }
 
  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION void operator+=(
      const volatile RealType& src) volatile noexcept {
    re_ += src;
  }
 
  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION void operator*=(
      const volatile complex<RealType>& src) volatile noexcept {
    const RealType realPart = re_ * src.re_ - im_ * src.im_;
    const RealType imagPart = re_ * src.im_ + im_ * src.re_;
 
    re_ = realPart;
    im_ = imagPart;
  }
 
  KOKKOS_DEPRECATED KOKKOS_INLINE_FUNCTION void operator*=(
      const volatile RealType& src) volatile noexcept {
    re_ *= src;
    im_ *= src;
  }
#endif  // KOKKOS_ENABLE_DEPRECATED_CODE_4
};
 
}  // namespace Kokkos
 
// Tuple protocol for complex based on https://wg21.link/P2819R2 (voted into
// the C++26 working draft on 2023-11)
 
template <typename RealType>
struct std::tuple_size<Kokkos::complex<RealType>>
    : std::integral_constant<size_t, 2> {};
 
template <size_t I, typename RealType>
struct std::tuple_element<I, Kokkos::complex<RealType>> {
  static_assert(I < 2);
  using type = RealType;
};
 
namespace Kokkos {
 
// get<...>(...) defined here so as not to be hidden friends, as per P2819R2
 
template <size_t I, typename RealType>
KOKKOS_FUNCTION constexpr RealType& get(complex<RealType>& z) noexcept {
  static_assert(I < 2);
  if constexpr (I == 0)
    return z.real();
  else
    return z.imag();
#ifdef KOKKOS_COMPILER_INTEL
  __builtin_unreachable();
#endif
}
 
template <size_t I, typename RealType>
KOKKOS_FUNCTION constexpr RealType&& get(complex<RealType>&& z) noexcept {
  static_assert(I < 2);
  if constexpr (I == 0)
    return std::move(z.real());
  else
    return std::move(z.imag());
#ifdef KOKKOS_COMPILER_INTEL
  __builtin_unreachable();
#endif
}
 
template <size_t I, typename RealType>
KOKKOS_FUNCTION constexpr const RealType& get(
    const complex<RealType>& z) noexcept {
  static_assert(I < 2);
  if constexpr (I == 0)
    return z.re_;
  else
    return z.im_;
#ifdef KOKKOS_COMPILER_INTEL
  __builtin_unreachable();
#endif
}
 
template <size_t I, typename RealType>
KOKKOS_FUNCTION constexpr const RealType&& get(
    const complex<RealType>&& z) noexcept {
  static_assert(I < 2);
  if constexpr (I == 0)
    return std::move(z.re_);
  else
    return std::move(z.im_);
#ifdef KOKKOS_COMPILER_INTEL
  __builtin_unreachable();
#endif
}
 
//==============================================================================
// <editor-fold desc="Equality and inequality"> {{{1
 
// Note that this is not the same behavior as std::complex, which doesn't allow
// implicit conversions, but since this is the way we had it before, we have
// to do it this way now.

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION bool operator==(complex<RealType1> const& x,
                                       complex<RealType2> const& y) noexcept {
  using common_type = std::common_type_t<RealType1, RealType2>;
  return common_type(x.real()) == common_type(y.real()) &&
         common_type(x.imag()) == common_type(y.imag());
}
 
// TODO (here and elsewhere) decide if we should convert to a Kokkos::complex
//      and do the comparison in a device-marked function
template <class RealType1, class RealType2>
inline bool operator==(std::complex<RealType1> const& x,
                       complex<RealType2> const& y) noexcept {
  using common_type = std::common_type_t<RealType1, RealType2>;
  return common_type(x.real()) == common_type(y.real()) &&
         common_type(x.imag()) == common_type(y.imag());
}

template <class RealType1, class RealType2>
inline bool operator==(complex<RealType1> const& x,
                       std::complex<RealType2> const& y) noexcept {
  using common_type = std::common_type_t<RealType1, RealType2>;
  return common_type(x.real()) == common_type(y.real()) &&
         common_type(x.imag()) == common_type(y.imag());
}

template <
    class RealType1, class RealType2,
    // Constraints to avoid participation in oparator==() for every possible RHS
    std::enable_if_t<std::is_convertible_v<RealType2, RealType1>, int> = 0>
KOKKOS_INLINE_FUNCTION bool operator==(complex<RealType1> const& x,
                                       RealType2 const& y) noexcept {
  using common_type = std::common_type_t<RealType1, RealType2>;
  return common_type(x.real()) == common_type(y) &&
         common_type(x.imag()) == common_type(0);
}

template <
    class RealType1, class RealType2,
    // Constraints to avoid participation in oparator==() for every possible RHS
    std::enable_if_t<std::is_convertible_v<RealType1, RealType2>, int> = 0>
KOKKOS_INLINE_FUNCTION bool operator==(RealType1 const& x,
                                       complex<RealType2> const& y) noexcept {
  using common_type = std::common_type_t<RealType1, RealType2>;
  return common_type(x) == common_type(y.real()) &&
         common_type(0) == common_type(y.imag());
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION bool operator!=(complex<RealType1> const& x,
                                       complex<RealType2> const& y) noexcept {
  using common_type = std::common_type_t<RealType1, RealType2>;
  return common_type(x.real()) != common_type(y.real()) ||
         common_type(x.imag()) != common_type(y.imag());
}

template <class RealType1, class RealType2>
inline bool operator!=(std::complex<RealType1> const& x,
                       complex<RealType2> const& y) noexcept {
  using common_type = std::common_type_t<RealType1, RealType2>;
  return common_type(x.real()) != common_type(y.real()) ||
         common_type(x.imag()) != common_type(y.imag());
}

template <class RealType1, class RealType2>
inline bool operator!=(complex<RealType1> const& x,
                       std::complex<RealType2> const& y) noexcept {
  using common_type = std::common_type_t<RealType1, RealType2>;
  return common_type(x.real()) != common_type(y.real()) ||
         common_type(x.imag()) != common_type(y.imag());
}

template <
    class RealType1, class RealType2,
    // Constraints to avoid participation in oparator==() for every possible RHS
    std::enable_if_t<std::is_convertible_v<RealType2, RealType1>, int> = 0>
KOKKOS_INLINE_FUNCTION bool operator!=(complex<RealType1> const& x,
                                       RealType2 const& y) noexcept {
  using common_type = std::common_type_t<RealType1, RealType2>;
  return common_type(x.real()) != common_type(y) ||
         common_type(x.imag()) != common_type(0);
}

template <
    class RealType1, class RealType2,
    // Constraints to avoid participation in oparator==() for every possible RHS
    std::enable_if_t<std::is_convertible_v<RealType1, RealType2>, int> = 0>
KOKKOS_INLINE_FUNCTION bool operator!=(RealType1 const& x,
                                       complex<RealType2> const& y) noexcept {
  using common_type = std::common_type_t<RealType1, RealType2>;
  return common_type(x) != common_type(y.real()) ||
         common_type(0) != common_type(y.imag());
}
 
// </editor-fold> end Equality and inequality }}}1
//==============================================================================

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator+(const complex<RealType1>& x, const complex<RealType2>& y) noexcept {
  return complex<std::common_type_t<RealType1, RealType2>>(x.real() + y.real(),
                                                           x.imag() + y.imag());
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator+(const complex<RealType1>& x, const RealType2& y) noexcept {
  return complex<std::common_type_t<RealType1, RealType2>>(x.real() + y,
                                                           x.imag());
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator+(const RealType1& x, const complex<RealType2>& y) noexcept {
  return complex<std::common_type_t<RealType1, RealType2>>(x + y.real(),
                                                           y.imag());
}

template <class RealType>
KOKKOS_INLINE_FUNCTION complex<RealType> operator+(
    const complex<RealType>& x) noexcept {
  return complex<RealType>{+x.real(), +x.imag()};
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator-(const complex<RealType1>& x, const complex<RealType2>& y) noexcept {
  return complex<std::common_type_t<RealType1, RealType2>>(x.real() - y.real(),
                                                           x.imag() - y.imag());
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator-(const complex<RealType1>& x, const RealType2& y) noexcept {
  return complex<std::common_type_t<RealType1, RealType2>>(x.real() - y,
                                                           x.imag());
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator-(const RealType1& x, const complex<RealType2>& y) noexcept {
  return complex<std::common_type_t<RealType1, RealType2>>(x - y.real(),
                                                           -y.imag());
}

template <class RealType>
KOKKOS_INLINE_FUNCTION complex<RealType> operator-(
    const complex<RealType>& x) noexcept {
  return complex<RealType>(-x.real(), -x.imag());
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator*(const complex<RealType1>& x, const complex<RealType2>& y) noexcept {
  return complex<std::common_type_t<RealType1, RealType2>>(
      x.real() * y.real() - x.imag() * y.imag(),
      x.real() * y.imag() + x.imag() * y.real());
}

template <class RealType1, class RealType2>
inline complex<std::common_type_t<RealType1, RealType2>> operator*(
    const std::complex<RealType1>& x, const complex<RealType2>& y) {
  return complex<std::common_type_t<RealType1, RealType2>>(
      x.real() * y.real() - x.imag() * y.imag(),
      x.real() * y.imag() + x.imag() * y.real());
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator*(const RealType1& x, const complex<RealType2>& y) noexcept {
  return complex<std::common_type_t<RealType1, RealType2>>(x * y.real(),
                                                           x * y.imag());
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator*(const complex<RealType1>& y, const RealType2& x) noexcept {
  return complex<std::common_type_t<RealType1, RealType2>>(x * y.real(),
                                                           x * y.imag());
}

template <class RealType>
KOKKOS_INLINE_FUNCTION RealType imag(const complex<RealType>& x) noexcept {
  return x.imag();
}
 
template <class ArithmeticType>
KOKKOS_INLINE_FUNCTION constexpr Impl::promote_t<ArithmeticType> imag(
    ArithmeticType) {
  return ArithmeticType();
}

template <class RealType>
KOKKOS_INLINE_FUNCTION RealType real(const complex<RealType>& x) noexcept {
  return x.real();
}
 
template <class ArithmeticType>
KOKKOS_INLINE_FUNCTION constexpr Impl::promote_t<ArithmeticType> real(
    ArithmeticType x) {
  return x;
}

template <class T>
KOKKOS_INLINE_FUNCTION complex<T> polar(const T& r, const T& theta = T()) {
  KOKKOS_EXPECTS(r >= 0);
  return complex<T>(r * cos(theta), r * sin(theta));
}

template <class RealType>
KOKKOS_INLINE_FUNCTION RealType abs(const complex<RealType>& x) {
  return hypot(x.real(), x.imag());
}

template <class T>
KOKKOS_INLINE_FUNCTION complex<T> pow(const complex<T>& x, const T& y) {
  T r     = abs(x);
  T theta = atan2(x.imag(), x.real());
  return polar(pow(r, y), y * theta);
}
 
template <class T>
KOKKOS_INLINE_FUNCTION complex<T> pow(const T& x, const complex<T>& y) {
  return pow(complex<T>(x), y);
}
 
template <class T>
KOKKOS_INLINE_FUNCTION complex<T> pow(const complex<T>& x,
                                      const complex<T>& y) {
  return x == T() ? T() : exp(y * log(x));
}
 
template <class T, class U, class = std::enable_if_t<std::is_arithmetic_v<T>>>
KOKKOS_INLINE_FUNCTION complex<Impl::promote_2_t<T, U>> pow(
    const T& x, const complex<U>& y) {
  using type = Impl::promote_2_t<T, U>;
  return pow(type(x), complex<type>(y));
}
 
template <class T, class U, class = std::enable_if_t<std::is_arithmetic_v<U>>>
KOKKOS_INLINE_FUNCTION complex<Impl::promote_2_t<T, U>> pow(const complex<T>& x,
                                                            const U& y) {
  using type = Impl::promote_2_t<T, U>;
  return pow(complex<type>(x), type(y));
}
 
template <class T, class U>
KOKKOS_INLINE_FUNCTION complex<Impl::promote_2_t<T, U>> pow(
    const complex<T>& x, const complex<U>& y) {
  using type = Impl::promote_2_t<T, U>;
  return pow(complex<type>(x), complex<type>(y));
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> sqrt(
    const complex<RealType>& x) {
  RealType r = x.real();
  RealType i = x.imag();
 
  if (r == RealType()) {
    RealType t = sqrt(fabs(i) / 2);
    return Kokkos::complex<RealType>(t, i < RealType() ? -t : t);
  } else {
    RealType t = sqrt(2 * (abs(x) + fabs(r)));
    RealType u = t / 2;
    return r > RealType() ? Kokkos::complex<RealType>(u, i / t)
                          : Kokkos::complex<RealType>(fabs(i) / t,
                                                      i < RealType() ? -u : u);
  }
}

template <class RealType>
KOKKOS_INLINE_FUNCTION complex<RealType> conj(
    const complex<RealType>& x) noexcept {
  return complex<RealType>(real(x), -imag(x));
}
 
template <class ArithmeticType>
KOKKOS_INLINE_FUNCTION constexpr complex<Impl::promote_t<ArithmeticType>> conj(
    ArithmeticType x) {
  using type = Impl::promote_t<ArithmeticType>;
  return complex<type>(x, -type());
}

template <class RealType>
KOKKOS_INLINE_FUNCTION complex<RealType> exp(const complex<RealType>& x) {
  return exp(x.real()) * complex<RealType>(cos(x.imag()), sin(x.imag()));
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> log(
    const complex<RealType>& x) {
  RealType phi = atan2(x.imag(), x.real());
  return Kokkos::complex<RealType>(log(abs(x)), phi);
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> log10(
    const complex<RealType>& x) {
  return log(x) / log(RealType(10));
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> sin(
    const complex<RealType>& x) {
  return Kokkos::complex<RealType>(sin(x.real()) * cosh(x.imag()),
                                   cos(x.real()) * sinh(x.imag()));
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> cos(
    const complex<RealType>& x) {
  return Kokkos::complex<RealType>(cos(x.real()) * cosh(x.imag()),
                                   -sin(x.real()) * sinh(x.imag()));
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> tan(
    const complex<RealType>& x) {
  return sin(x) / cos(x);
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> sinh(
    const complex<RealType>& x) {
  return Kokkos::complex<RealType>(sinh(x.real()) * cos(x.imag()),
                                   cosh(x.real()) * sin(x.imag()));
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> cosh(
    const complex<RealType>& x) {
  return Kokkos::complex<RealType>(cosh(x.real()) * cos(x.imag()),
                                   sinh(x.real()) * sin(x.imag()));
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> tanh(
    const complex<RealType>& x) {
  return sinh(x) / cosh(x);
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> asinh(
    const complex<RealType>& x) {
  return log(x + sqrt(x * x + RealType(1.0)));
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> acosh(
    const complex<RealType>& x) {
  return RealType(2.0) * log(sqrt(RealType(0.5) * (x + RealType(1.0))) +
                             sqrt(RealType(0.5) * (x - RealType(1.0))));
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> atanh(
    const complex<RealType>& x) {
  const RealType i2 = x.imag() * x.imag();
  const RealType r  = RealType(1.0) - i2 - x.real() * x.real();
 
  RealType p = RealType(1.0) + x.real();
  RealType m = RealType(1.0) - x.real();
 
  p = i2 + p * p;
  m = i2 + m * m;
 
  RealType phi = atan2(RealType(2.0) * x.imag(), r);
  return Kokkos::complex<RealType>(RealType(0.25) * (log(p) - log(m)),
                                   RealType(0.5) * phi);
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> asin(
    const complex<RealType>& x) {
  Kokkos::complex<RealType> t =
      asinh(Kokkos::complex<RealType>(-x.imag(), x.real()));
  return Kokkos::complex<RealType>(t.imag(), -t.real());
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> acos(
    const complex<RealType>& x) {
  Kokkos::complex<RealType> t = asin(x);
  RealType pi_2               = acos(RealType(0.0));
  return Kokkos::complex<RealType>(pi_2 - t.real(), -t.imag());
}

template <class RealType>
KOKKOS_INLINE_FUNCTION Kokkos::complex<RealType> atan(
    const complex<RealType>& x) {
  const RealType r2 = x.real() * x.real();
  const RealType i  = RealType(1.0) - r2 - x.imag() * x.imag();
 
  RealType p = x.imag() + RealType(1.0);
  RealType m = x.imag() - RealType(1.0);
 
  p = r2 + p * p;
  m = r2 + m * m;
 
  return Kokkos::complex<RealType>(
      RealType(0.5) * atan2(RealType(2.0) * x.real(), i),
      RealType(0.25) * log(p / m));
}

template <class RealType>
inline complex<RealType> exp(const std::complex<RealType>& c) {
  return complex<RealType>(std::exp(c.real()) * std::cos(c.imag()),
                           std::exp(c.real()) * std::sin(c.imag()));
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator/(const complex<RealType1>& x,
          const RealType2& y) noexcept(noexcept(RealType1{} / RealType2{})) {
  return complex<std::common_type_t<RealType1, RealType2>>(real(x) / y,
                                                           imag(x) / y);
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator/(const complex<RealType1>& x,
          const complex<RealType2>& y) noexcept(noexcept(RealType1{} /
                                                         RealType2{})) {
  // Scale (by the "1-norm" of y) to avoid unwarranted overflow.
  // If the real part is +/-Inf and the imaginary part is -/+Inf,
  // this won't change the result.
  using common_real_type   = std::common_type_t<RealType1, RealType2>;
  const common_real_type s = fabs(real(y)) + fabs(imag(y));
 
  // If s is 0, then y is zero, so x/y == real(x)/0 + i*imag(x)/0.
  // In that case, the relation x/y == (x/s) / (y/s) doesn't hold,
  // because y/s is NaN.
  if (s == 0.0) {
    return complex<common_real_type>(real(x) / s, imag(x) / s);
  } else {
    const complex<common_real_type> x_scaled(real(x) / s, imag(x) / s);
    const complex<common_real_type> y_conj_scaled(real(y) / s, -imag(y) / s);
    const RealType1 y_scaled_abs =
        real(y_conj_scaled) * real(y_conj_scaled) +
        imag(y_conj_scaled) * imag(y_conj_scaled);  // abs(y) == abs(conj(y))
    complex<common_real_type> result = x_scaled * y_conj_scaled;
    result /= y_scaled_abs;
    return result;
  }
}

template <class RealType1, class RealType2>
KOKKOS_INLINE_FUNCTION complex<std::common_type_t<RealType1, RealType2>>
operator/(const RealType1& x,
          const complex<RealType2>& y) noexcept(noexcept(RealType1{} /
                                                         RealType2{})) {
  return complex<std::common_type_t<RealType1, RealType2>>(x) / y;
}
 
template <class RealType>
std::ostream& operator<<(std::ostream& os, const complex<RealType>& x) {
  const std::complex<RealType> x_std(Kokkos::real(x), Kokkos::imag(x));
  os << x_std;
  return os;
}
 
template <class RealType>
std::istream& operator>>(std::istream& is, complex<RealType>& x) {
  std::complex<RealType> x_std;
  is >> x_std;
  x = x_std;  // only assigns on success of above
  return is;
}
 
template <class T>
struct reduction_identity<Kokkos::complex<T>> {
  using t_red_ident = reduction_identity<T>;
  KOKKOS_FORCEINLINE_FUNCTION constexpr static Kokkos::complex<T>
  sum() noexcept {
    return Kokkos::complex<T>(t_red_ident::sum(), t_red_ident::sum());
  }
  KOKKOS_FORCEINLINE_FUNCTION constexpr static Kokkos::complex<T>
  prod() noexcept {
    return Kokkos::complex<T>(t_red_ident::prod(), t_red_ident::sum());
  }
};
 
}  // namespace Kokkos
 
#ifdef KOKKOS_IMPL_PUBLIC_INCLUDE_NOTDEFINED_COMPLEX
#undef KOKKOS_IMPL_PUBLIC_INCLUDE
#undef KOKKOS_IMPL_PUBLIC_INCLUDE_NOTDEFINED_COMPLEX
#endif
#endif  // KOKKOS_COMPLEX_HPP