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/* | |
pybind11/buffer_info.h: Python buffer object interface | |
Copyright (c) 2016 Wenzel Jakob <[email protected]> | |
All rights reserved. Use of this source code is governed by a | |
BSD-style license that can be found in the LICENSE file. | |
*/ | |
PYBIND11_NAMESPACE_BEGIN(PYBIND11_NAMESPACE) | |
PYBIND11_NAMESPACE_BEGIN(detail) | |
// Default, C-style strides | |
inline std::vector<ssize_t> c_strides(const std::vector<ssize_t> &shape, ssize_t itemsize) { | |
auto ndim = shape.size(); | |
std::vector<ssize_t> strides(ndim, itemsize); | |
if (ndim > 0) { | |
for (size_t i = ndim - 1; i > 0; --i) { | |
strides[i - 1] = strides[i] * shape[i]; | |
} | |
} | |
return strides; | |
} | |
// F-style strides; default when constructing an array_t with `ExtraFlags & f_style` | |
inline std::vector<ssize_t> f_strides(const std::vector<ssize_t> &shape, ssize_t itemsize) { | |
auto ndim = shape.size(); | |
std::vector<ssize_t> strides(ndim, itemsize); | |
for (size_t i = 1; i < ndim; ++i) { | |
strides[i] = strides[i - 1] * shape[i - 1]; | |
} | |
return strides; | |
} | |
template <typename T, typename SFINAE = void> | |
struct compare_buffer_info; | |
PYBIND11_NAMESPACE_END(detail) | |
/// Information record describing a Python buffer object | |
struct buffer_info { | |
void *ptr = nullptr; // Pointer to the underlying storage | |
ssize_t itemsize = 0; // Size of individual items in bytes | |
ssize_t size = 0; // Total number of entries | |
std::string format; // For homogeneous buffers, this should be set to | |
// format_descriptor<T>::format() | |
ssize_t ndim = 0; // Number of dimensions | |
std::vector<ssize_t> shape; // Shape of the tensor (1 entry per dimension) | |
std::vector<ssize_t> strides; // Number of bytes between adjacent entries | |
// (for each per dimension) | |
bool readonly = false; // flag to indicate if the underlying storage may be written to | |
buffer_info() = default; | |
buffer_info(void *ptr, | |
ssize_t itemsize, | |
const std::string &format, | |
ssize_t ndim, | |
detail::any_container<ssize_t> shape_in, | |
detail::any_container<ssize_t> strides_in, | |
bool readonly = false) | |
: ptr(ptr), itemsize(itemsize), size(1), format(format), ndim(ndim), | |
shape(std::move(shape_in)), strides(std::move(strides_in)), readonly(readonly) { | |
if (ndim != (ssize_t) shape.size() || ndim != (ssize_t) strides.size()) { | |
pybind11_fail("buffer_info: ndim doesn't match shape and/or strides length"); | |
} | |
for (size_t i = 0; i < (size_t) ndim; ++i) { | |
size *= shape[i]; | |
} | |
} | |
template <typename T> | |
buffer_info(T *ptr, | |
detail::any_container<ssize_t> shape_in, | |
detail::any_container<ssize_t> strides_in, | |
bool readonly = false) | |
: buffer_info(private_ctr_tag(), | |
ptr, | |
sizeof(T), | |
format_descriptor<T>::format(), | |
static_cast<ssize_t>(shape_in->size()), | |
std::move(shape_in), | |
std::move(strides_in), | |
readonly) {} | |
buffer_info(void *ptr, | |
ssize_t itemsize, | |
const std::string &format, | |
ssize_t size, | |
bool readonly = false) | |
: buffer_info(ptr, itemsize, format, 1, {size}, {itemsize}, readonly) {} | |
template <typename T> | |
buffer_info(T *ptr, ssize_t size, bool readonly = false) | |
: buffer_info(ptr, sizeof(T), format_descriptor<T>::format(), size, readonly) {} | |
template <typename T> | |
buffer_info(const T *ptr, ssize_t size, bool readonly = true) | |
: buffer_info( | |
const_cast<T *>(ptr), sizeof(T), format_descriptor<T>::format(), size, readonly) {} | |
explicit buffer_info(Py_buffer *view, bool ownview = true) | |
: buffer_info( | |
view->buf, | |
view->itemsize, | |
view->format, | |
view->ndim, | |
{view->shape, view->shape + view->ndim}, | |
/* Though buffer::request() requests PyBUF_STRIDES, ctypes objects | |
* ignore this flag and return a view with NULL strides. | |
* When strides are NULL, build them manually. */ | |
view->strides | |
? std::vector<ssize_t>(view->strides, view->strides + view->ndim) | |
: detail::c_strides({view->shape, view->shape + view->ndim}, view->itemsize), | |
(view->readonly != 0)) { | |
// NOLINTNEXTLINE(cppcoreguidelines-prefer-member-initializer) | |
this->m_view = view; | |
// NOLINTNEXTLINE(cppcoreguidelines-prefer-member-initializer) | |
this->ownview = ownview; | |
} | |
buffer_info(const buffer_info &) = delete; | |
buffer_info &operator=(const buffer_info &) = delete; | |
buffer_info(buffer_info &&other) noexcept { (*this) = std::move(other); } | |
buffer_info &operator=(buffer_info &&rhs) noexcept { | |
ptr = rhs.ptr; | |
itemsize = rhs.itemsize; | |
size = rhs.size; | |
format = std::move(rhs.format); | |
ndim = rhs.ndim; | |
shape = std::move(rhs.shape); | |
strides = std::move(rhs.strides); | |
std::swap(m_view, rhs.m_view); | |
std::swap(ownview, rhs.ownview); | |
readonly = rhs.readonly; | |
return *this; | |
} | |
~buffer_info() { | |
if (m_view && ownview) { | |
PyBuffer_Release(m_view); | |
delete m_view; | |
} | |
} | |
Py_buffer *view() const { return m_view; } | |
Py_buffer *&view() { return m_view; } | |
/* True if the buffer item type is equivalent to `T`. */ | |
// To define "equivalent" by example: | |
// `buffer_info::item_type_is_equivalent_to<int>(b)` and | |
// `buffer_info::item_type_is_equivalent_to<long>(b)` may both be true | |
// on some platforms, but `int` and `unsigned` will never be equivalent. | |
// For the ground truth, please inspect `detail::compare_buffer_info<>`. | |
template <typename T> | |
bool item_type_is_equivalent_to() const { | |
return detail::compare_buffer_info<T>::compare(*this); | |
} | |
private: | |
struct private_ctr_tag {}; | |
buffer_info(private_ctr_tag, | |
void *ptr, | |
ssize_t itemsize, | |
const std::string &format, | |
ssize_t ndim, | |
detail::any_container<ssize_t> &&shape_in, | |
detail::any_container<ssize_t> &&strides_in, | |
bool readonly) | |
: buffer_info( | |
ptr, itemsize, format, ndim, std::move(shape_in), std::move(strides_in), readonly) {} | |
Py_buffer *m_view = nullptr; | |
bool ownview = false; | |
}; | |
PYBIND11_NAMESPACE_BEGIN(detail) | |
template <typename T, typename SFINAE> | |
struct compare_buffer_info { | |
static bool compare(const buffer_info &b) { | |
// NOLINTNEXTLINE(bugprone-sizeof-expression) Needed for `PyObject *` | |
return b.format == format_descriptor<T>::format() && b.itemsize == (ssize_t) sizeof(T); | |
} | |
}; | |
template <typename T> | |
struct compare_buffer_info<T, detail::enable_if_t<std::is_integral<T>::value>> { | |
static bool compare(const buffer_info &b) { | |
return (size_t) b.itemsize == sizeof(T) | |
&& (b.format == format_descriptor<T>::value | |
|| ((sizeof(T) == sizeof(long)) | |
&& b.format == (std::is_unsigned<T>::value ? "L" : "l")) | |
|| ((sizeof(T) == sizeof(size_t)) | |
&& b.format == (std::is_unsigned<T>::value ? "N" : "n"))); | |
} | |
}; | |
PYBIND11_NAMESPACE_END(detail) | |
PYBIND11_NAMESPACE_END(PYBIND11_NAMESPACE) | |