Files
external_libcamera/include/libcamera/internal/vector.h
Laurent Pinchart 1e67b96fb0 libcamera: vector: Extend matrix multiplication operator to heterogenous types
It is useful to multiply matrices and vectors of heterogeneous types, for
instance float and double. Extend the multiplication operator to support
this, avoiding the need to convert one of the operations. The type of the
returned vector is selected automatically to avoid loosing precision.

Signed-off-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>
Signed-off-by: Stefan Klug <stefan.klug@ideasonboard.com>
Acked-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
Reviewed-by: Paul Elder <paul.elder@ideasonboard.com>
2025-05-20 09:49:09 +02:00

372 lines
8.6 KiB
C++

/* SPDX-License-Identifier: LGPL-2.1-or-later */
/*
* Copyright (C) 2024, Paul Elder <paul.elder@ideasonboard.com>
*
* Vector and related operations
*/
#pragma once
#include <algorithm>
#include <array>
#include <cmath>
#include <functional>
#include <numeric>
#include <optional>
#include <ostream>
#include <type_traits>
#include <libcamera/base/log.h>
#include <libcamera/base/span.h>
#include "libcamera/internal/matrix.h"
#include "libcamera/internal/yaml_parser.h"
namespace libcamera {
LOG_DECLARE_CATEGORY(Vector)
#ifndef __DOXYGEN__
template<typename T, unsigned int Rows,
std::enable_if_t<std::is_arithmetic_v<T>> * = nullptr>
#else
template<typename T, unsigned int Rows>
#endif /* __DOXYGEN__ */
class Vector
{
public:
constexpr Vector() = default;
constexpr explicit Vector(T scalar)
{
data_.fill(scalar);
}
constexpr Vector(const std::array<T, Rows> &data)
{
std::copy(data.begin(), data.end(), data_.begin());
}
constexpr Vector(const Span<const T, Rows> data)
{
std::copy(data.begin(), data.end(), data_.begin());
}
const T &operator[](size_t i) const
{
ASSERT(i < data_.size());
return data_[i];
}
T &operator[](size_t i)
{
ASSERT(i < data_.size());
return data_[i];
}
constexpr Vector<T, Rows> operator-() const
{
Vector<T, Rows> ret;
for (unsigned int i = 0; i < Rows; i++)
ret[i] = -data_[i];
return ret;
}
constexpr Vector operator+(const Vector &other) const
{
return apply(*this, other, std::plus<>{});
}
constexpr Vector operator+(T scalar) const
{
return apply(*this, scalar, std::plus<>{});
}
constexpr Vector operator-(const Vector &other) const
{
return apply(*this, other, std::minus<>{});
}
constexpr Vector operator-(T scalar) const
{
return apply(*this, scalar, std::minus<>{});
}
constexpr Vector operator*(const Vector &other) const
{
return apply(*this, other, std::multiplies<>{});
}
constexpr Vector operator*(T scalar) const
{
return apply(*this, scalar, std::multiplies<>{});
}
constexpr Vector operator/(const Vector &other) const
{
return apply(*this, other, std::divides<>{});
}
constexpr Vector operator/(T scalar) const
{
return apply(*this, scalar, std::divides<>{});
}
Vector &operator+=(const Vector &other)
{
return apply(other, [](T a, T b) { return a + b; });
}
Vector &operator+=(T scalar)
{
return apply(scalar, [](T a, T b) { return a + b; });
}
Vector &operator-=(const Vector &other)
{
return apply(other, [](T a, T b) { return a - b; });
}
Vector &operator-=(T scalar)
{
return apply(scalar, [](T a, T b) { return a - b; });
}
Vector &operator*=(const Vector &other)
{
return apply(other, [](T a, T b) { return a * b; });
}
Vector &operator*=(T scalar)
{
return apply(scalar, [](T a, T b) { return a * b; });
}
Vector &operator/=(const Vector &other)
{
return apply(other, [](T a, T b) { return a / b; });
}
Vector &operator/=(T scalar)
{
return apply(scalar, [](T a, T b) { return a / b; });
}
constexpr Vector min(const Vector &other) const
{
return apply(*this, other, [](T a, T b) { return std::min(a, b); });
}
constexpr Vector min(T scalar) const
{
return apply(*this, scalar, [](T a, T b) { return std::min(a, b); });
}
constexpr Vector max(const Vector &other) const
{
return apply(*this, other, [](T a, T b) { return std::max(a, b); });
}
constexpr Vector max(T scalar) const
{
return apply(*this, scalar, [](T a, T b) -> T { return std::max(a, b); });
}
constexpr T dot(const Vector<T, Rows> &other) const
{
T ret = 0;
for (unsigned int i = 0; i < Rows; i++)
ret += data_[i] * other[i];
return ret;
}
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 1>>
#endif /* __DOXYGEN__ */
constexpr const T &x() const { return data_[0]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 2>>
#endif /* __DOXYGEN__ */
constexpr const T &y() const { return data_[1]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 3>>
#endif /* __DOXYGEN__ */
constexpr const T &z() const { return data_[2]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 1>>
#endif /* __DOXYGEN__ */
constexpr T &x() { return data_[0]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 2>>
#endif /* __DOXYGEN__ */
constexpr T &y() { return data_[1]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 3>>
#endif /* __DOXYGEN__ */
constexpr T &z() { return data_[2]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 1>>
#endif /* __DOXYGEN__ */
constexpr const T &r() const { return data_[0]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 2>>
#endif /* __DOXYGEN__ */
constexpr const T &g() const { return data_[1]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 3>>
#endif /* __DOXYGEN__ */
constexpr const T &b() const { return data_[2]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 1>>
#endif /* __DOXYGEN__ */
constexpr T &r() { return data_[0]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 2>>
#endif /* __DOXYGEN__ */
constexpr T &g() { return data_[1]; }
#ifndef __DOXYGEN__
template<bool Dependent = false, typename = std::enable_if_t<Dependent || Rows >= 3>>
#endif /* __DOXYGEN__ */
constexpr T &b() { return data_[2]; }
constexpr double length2() const
{
double ret = 0;
for (unsigned int i = 0; i < Rows; i++)
ret += data_[i] * data_[i];
return ret;
}
constexpr double length() const
{
return std::sqrt(length2());
}
template<typename R = T>
constexpr R sum() const
{
return std::accumulate(data_.begin(), data_.end(), R{});
}
private:
template<class BinaryOp>
static constexpr Vector apply(const Vector &lhs, const Vector &rhs, BinaryOp op)
{
Vector result;
std::transform(lhs.data_.begin(), lhs.data_.end(),
rhs.data_.begin(), result.data_.begin(),
op);
return result;
}
template<class BinaryOp>
static constexpr Vector apply(const Vector &lhs, T rhs, BinaryOp op)
{
Vector result;
std::transform(lhs.data_.begin(), lhs.data_.end(),
result.data_.begin(),
[&op, rhs](T v) { return op(v, rhs); });
return result;
}
template<class BinaryOp>
Vector &apply(const Vector &other, BinaryOp op)
{
auto itOther = other.data_.begin();
std::for_each(data_.begin(), data_.end(),
[&op, &itOther](T &v) { v = op(v, *itOther++); });
return *this;
}
template<class BinaryOp>
Vector &apply(T scalar, BinaryOp op)
{
std::for_each(data_.begin(), data_.end(),
[&op, scalar](T &v) { v = op(v, scalar); });
return *this;
}
std::array<T, Rows> data_;
};
template<typename T>
using RGB = Vector<T, 3>;
template<typename T, typename U, unsigned int Rows, unsigned int Cols>
Vector<std::common_type_t<T, U>, Rows> operator*(const Matrix<T, Rows, Cols> &m, const Vector<U, Cols> &v)
{
Vector<std::common_type_t<T, U>, Rows> result;
for (unsigned int i = 0; i < Rows; i++) {
std::common_type_t<T, U> sum = 0;
for (unsigned int j = 0; j < Cols; j++)
sum += m[i][j] * v[j];
result[i] = sum;
}
return result;
}
template<typename T, unsigned int Rows>
bool operator==(const Vector<T, Rows> &lhs, const Vector<T, Rows> &rhs)
{
for (unsigned int i = 0; i < Rows; i++) {
if (lhs[i] != rhs[i])
return false;
}
return true;
}
template<typename T, unsigned int Rows>
bool operator!=(const Vector<T, Rows> &lhs, const Vector<T, Rows> &rhs)
{
return !(lhs == rhs);
}
#ifndef __DOXYGEN__
bool vectorValidateYaml(const YamlObject &obj, unsigned int size);
#endif /* __DOXYGEN__ */
#ifndef __DOXYGEN__
template<typename T, unsigned int Rows>
std::ostream &operator<<(std::ostream &out, const Vector<T, Rows> &v)
{
out << "Vector { ";
for (unsigned int i = 0; i < Rows; i++) {
out << v[i];
out << ((i + 1 < Rows) ? ", " : " ");
}
out << " }";
return out;
}
template<typename T, unsigned int Rows>
struct YamlObject::Getter<Vector<T, Rows>> {
std::optional<Vector<T, Rows>> get(const YamlObject &obj) const
{
if (!vectorValidateYaml(obj, Rows))
return std::nullopt;
Vector<T, Rows> vector;
unsigned int i = 0;
for (const YamlObject &entry : obj.asList()) {
const auto value = entry.get<T>();
if (!value)
return std::nullopt;
vector[i++] = *value;
}
return vector;
}
};
#endif /* __DOXYGEN__ */
} /* namespace libcamera */