buffer_info.h 6.0 KB

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  1. /*
  2. pybind11/buffer_info.h: Python buffer object interface
  3. Copyright (c) 2016 Wenzel Jakob <wenzel.jakob@epfl.ch>
  4. All rights reserved. Use of this source code is governed by a
  5. BSD-style license that can be found in the LICENSE file.
  6. */
  7. #pragma once
  8. #include "detail/common.h"
  9. PYBIND11_NAMESPACE_BEGIN(PYBIND11_NAMESPACE)
  10. PYBIND11_NAMESPACE_BEGIN(detail)
  11. // Default, C-style strides
  12. inline std::vector<ssize_t> c_strides(const std::vector<ssize_t> &shape, ssize_t itemsize) {
  13. auto ndim = shape.size();
  14. std::vector<ssize_t> strides(ndim, itemsize);
  15. if (ndim > 0)
  16. for (size_t i = ndim - 1; i > 0; --i)
  17. strides[i - 1] = strides[i] * shape[i];
  18. return strides;
  19. }
  20. // F-style strides; default when constructing an array_t with `ExtraFlags & f_style`
  21. inline std::vector<ssize_t> f_strides(const std::vector<ssize_t> &shape, ssize_t itemsize) {
  22. auto ndim = shape.size();
  23. std::vector<ssize_t> strides(ndim, itemsize);
  24. for (size_t i = 1; i < ndim; ++i)
  25. strides[i] = strides[i - 1] * shape[i - 1];
  26. return strides;
  27. }
  28. PYBIND11_NAMESPACE_END(detail)
  29. /// Information record describing a Python buffer object
  30. struct buffer_info {
  31. void *ptr = nullptr; // Pointer to the underlying storage
  32. ssize_t itemsize = 0; // Size of individual items in bytes
  33. ssize_t size = 0; // Total number of entries
  34. std::string format; // For homogeneous buffers, this should be set to format_descriptor<T>::format()
  35. ssize_t ndim = 0; // Number of dimensions
  36. std::vector<ssize_t> shape; // Shape of the tensor (1 entry per dimension)
  37. std::vector<ssize_t> strides; // Number of bytes between adjacent entries (for each per dimension)
  38. bool readonly = false; // flag to indicate if the underlying storage may be written to
  39. buffer_info() = default;
  40. buffer_info(void *ptr, ssize_t itemsize, const std::string &format, ssize_t ndim,
  41. detail::any_container<ssize_t> shape_in, detail::any_container<ssize_t> strides_in, bool readonly=false)
  42. : ptr(ptr), itemsize(itemsize), size(1), format(format), ndim(ndim),
  43. shape(std::move(shape_in)), strides(std::move(strides_in)), readonly(readonly) {
  44. if (ndim != (ssize_t) shape.size() || ndim != (ssize_t) strides.size())
  45. pybind11_fail("buffer_info: ndim doesn't match shape and/or strides length");
  46. for (size_t i = 0; i < (size_t) ndim; ++i)
  47. size *= shape[i];
  48. }
  49. template <typename T>
  50. buffer_info(T *ptr, detail::any_container<ssize_t> shape_in, detail::any_container<ssize_t> strides_in, bool readonly=false)
  51. : 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) { }
  52. buffer_info(void *ptr, ssize_t itemsize, const std::string &format, ssize_t size, bool readonly=false)
  53. : buffer_info(ptr, itemsize, format, 1, {size}, {itemsize}, readonly) { }
  54. template <typename T>
  55. buffer_info(T *ptr, ssize_t size, bool readonly=false)
  56. : buffer_info(ptr, sizeof(T), format_descriptor<T>::format(), size, readonly) { }
  57. template <typename T>
  58. buffer_info(const T *ptr, ssize_t size, bool readonly=true)
  59. : buffer_info(const_cast<T*>(ptr), sizeof(T), format_descriptor<T>::format(), size, readonly) { }
  60. explicit buffer_info(Py_buffer *view, bool ownview = true)
  61. : buffer_info(view->buf, view->itemsize, view->format, view->ndim,
  62. {view->shape, view->shape + view->ndim},
  63. /* Though buffer::request() requests PyBUF_STRIDES, ctypes objects
  64. * ignore this flag and return a view with NULL strides.
  65. * When strides are NULL, build them manually. */
  66. view->strides
  67. ? std::vector<ssize_t>(view->strides, view->strides + view->ndim)
  68. : detail::c_strides({view->shape, view->shape + view->ndim}, view->itemsize),
  69. view->readonly) {
  70. this->m_view = view;
  71. this->ownview = ownview;
  72. }
  73. buffer_info(const buffer_info &) = delete;
  74. buffer_info& operator=(const buffer_info &) = delete;
  75. buffer_info(buffer_info &&other) {
  76. (*this) = std::move(other);
  77. }
  78. buffer_info& operator=(buffer_info &&rhs) {
  79. ptr = rhs.ptr;
  80. itemsize = rhs.itemsize;
  81. size = rhs.size;
  82. format = std::move(rhs.format);
  83. ndim = rhs.ndim;
  84. shape = std::move(rhs.shape);
  85. strides = std::move(rhs.strides);
  86. std::swap(m_view, rhs.m_view);
  87. std::swap(ownview, rhs.ownview);
  88. readonly = rhs.readonly;
  89. return *this;
  90. }
  91. ~buffer_info() {
  92. if (m_view && ownview) { PyBuffer_Release(m_view); delete m_view; }
  93. }
  94. Py_buffer *view() const { return m_view; }
  95. Py_buffer *&view() { return m_view; }
  96. private:
  97. struct private_ctr_tag { };
  98. buffer_info(private_ctr_tag, void *ptr, ssize_t itemsize, const std::string &format, ssize_t ndim,
  99. detail::any_container<ssize_t> &&shape_in, detail::any_container<ssize_t> &&strides_in, bool readonly)
  100. : buffer_info(ptr, itemsize, format, ndim, std::move(shape_in), std::move(strides_in), readonly) { }
  101. Py_buffer *m_view = nullptr;
  102. bool ownview = false;
  103. };
  104. PYBIND11_NAMESPACE_BEGIN(detail)
  105. template <typename T, typename SFINAE = void> struct compare_buffer_info {
  106. static bool compare(const buffer_info& b) {
  107. return b.format == format_descriptor<T>::format() && b.itemsize == (ssize_t) sizeof(T);
  108. }
  109. };
  110. template <typename T> struct compare_buffer_info<T, detail::enable_if_t<std::is_integral<T>::value>> {
  111. static bool compare(const buffer_info& b) {
  112. return (size_t) b.itemsize == sizeof(T) && (b.format == format_descriptor<T>::value ||
  113. ((sizeof(T) == sizeof(long)) && b.format == (std::is_unsigned<T>::value ? "L" : "l")) ||
  114. ((sizeof(T) == sizeof(size_t)) && b.format == (std::is_unsigned<T>::value ? "N" : "n")));
  115. }
  116. };
  117. PYBIND11_NAMESPACE_END(detail)
  118. PYBIND11_NAMESPACE_END(PYBIND11_NAMESPACE)