github.com/kaydxh/golang@v0.0.131/pkg/gocv/cgo/third_path/pybind11/tests/test_buffers.cpp (about)

     1  /*
     2      tests/test_buffers.cpp -- supporting Pythons' buffer protocol
     3  
     4      Copyright (c) 2016 Wenzel Jakob <wenzel.jakob@epfl.ch>
     5  
     6      All rights reserved. Use of this source code is governed by a
     7      BSD-style license that can be found in the LICENSE file.
     8  */
     9  
    10  #include <pybind11/stl.h>
    11  
    12  #include "constructor_stats.h"
    13  #include "pybind11_tests.h"
    14  
    15  TEST_SUBMODULE(buffers, m) {
    16      // test_from_python / test_to_python:
    17      class Matrix {
    18      public:
    19          Matrix(py::ssize_t rows, py::ssize_t cols) : m_rows(rows), m_cols(cols) {
    20              print_created(this, std::to_string(m_rows) + "x" + std::to_string(m_cols) + " matrix");
    21              // NOLINTNEXTLINE(cppcoreguidelines-prefer-member-initializer)
    22              m_data = new float[(size_t) (rows * cols)];
    23              memset(m_data, 0, sizeof(float) * (size_t) (rows * cols));
    24          }
    25  
    26          Matrix(const Matrix &s) : m_rows(s.m_rows), m_cols(s.m_cols) {
    27              print_copy_created(this,
    28                                 std::to_string(m_rows) + "x" + std::to_string(m_cols) + " matrix");
    29              // NOLINTNEXTLINE(cppcoreguidelines-prefer-member-initializer)
    30              m_data = new float[(size_t) (m_rows * m_cols)];
    31              memcpy(m_data, s.m_data, sizeof(float) * (size_t) (m_rows * m_cols));
    32          }
    33  
    34          Matrix(Matrix &&s) noexcept : m_rows(s.m_rows), m_cols(s.m_cols), m_data(s.m_data) {
    35              print_move_created(this);
    36              s.m_rows = 0;
    37              s.m_cols = 0;
    38              s.m_data = nullptr;
    39          }
    40  
    41          ~Matrix() {
    42              print_destroyed(this,
    43                              std::to_string(m_rows) + "x" + std::to_string(m_cols) + " matrix");
    44              delete[] m_data;
    45          }
    46  
    47          Matrix &operator=(const Matrix &s) {
    48              if (this == &s) {
    49                  return *this;
    50              }
    51              print_copy_assigned(this,
    52                                  std::to_string(m_rows) + "x" + std::to_string(m_cols) + " matrix");
    53              delete[] m_data;
    54              m_rows = s.m_rows;
    55              m_cols = s.m_cols;
    56              m_data = new float[(size_t) (m_rows * m_cols)];
    57              memcpy(m_data, s.m_data, sizeof(float) * (size_t) (m_rows * m_cols));
    58              return *this;
    59          }
    60  
    61          Matrix &operator=(Matrix &&s) noexcept {
    62              print_move_assigned(this,
    63                                  std::to_string(m_rows) + "x" + std::to_string(m_cols) + " matrix");
    64              if (&s != this) {
    65                  delete[] m_data;
    66                  m_rows = s.m_rows;
    67                  m_cols = s.m_cols;
    68                  m_data = s.m_data;
    69                  s.m_rows = 0;
    70                  s.m_cols = 0;
    71                  s.m_data = nullptr;
    72              }
    73              return *this;
    74          }
    75  
    76          float operator()(py::ssize_t i, py::ssize_t j) const {
    77              return m_data[(size_t) (i * m_cols + j)];
    78          }
    79  
    80          float &operator()(py::ssize_t i, py::ssize_t j) {
    81              return m_data[(size_t) (i * m_cols + j)];
    82          }
    83  
    84          float *data() { return m_data; }
    85  
    86          py::ssize_t rows() const { return m_rows; }
    87          py::ssize_t cols() const { return m_cols; }
    88  
    89      private:
    90          py::ssize_t m_rows;
    91          py::ssize_t m_cols;
    92          float *m_data;
    93      };
    94      py::class_<Matrix>(m, "Matrix", py::buffer_protocol())
    95          .def(py::init<py::ssize_t, py::ssize_t>())
    96          /// Construct from a buffer
    97          .def(py::init([](const py::buffer &b) {
    98              py::buffer_info info = b.request();
    99              if (info.format != py::format_descriptor<float>::format() || info.ndim != 2) {
   100                  throw std::runtime_error("Incompatible buffer format!");
   101              }
   102  
   103              auto *v = new Matrix(info.shape[0], info.shape[1]);
   104              memcpy(v->data(), info.ptr, sizeof(float) * (size_t) (v->rows() * v->cols()));
   105              return v;
   106          }))
   107  
   108          .def("rows", &Matrix::rows)
   109          .def("cols", &Matrix::cols)
   110  
   111          /// Bare bones interface
   112          .def("__getitem__",
   113               [](const Matrix &m, std::pair<py::ssize_t, py::ssize_t> i) {
   114                   if (i.first >= m.rows() || i.second >= m.cols()) {
   115                       throw py::index_error();
   116                   }
   117                   return m(i.first, i.second);
   118               })
   119          .def("__setitem__",
   120               [](Matrix &m, std::pair<py::ssize_t, py::ssize_t> i, float v) {
   121                   if (i.first >= m.rows() || i.second >= m.cols()) {
   122                       throw py::index_error();
   123                   }
   124                   m(i.first, i.second) = v;
   125               })
   126          /// Provide buffer access
   127          .def_buffer([](Matrix &m) -> py::buffer_info {
   128              return py::buffer_info(
   129                  m.data(),                          /* Pointer to buffer */
   130                  {m.rows(), m.cols()},              /* Buffer dimensions */
   131                  {sizeof(float) * size_t(m.cols()), /* Strides (in bytes) for each index */
   132                   sizeof(float)});
   133          });
   134  
   135      // test_inherited_protocol
   136      class SquareMatrix : public Matrix {
   137      public:
   138          explicit SquareMatrix(py::ssize_t n) : Matrix(n, n) {}
   139      };
   140      // Derived classes inherit the buffer protocol and the buffer access function
   141      py::class_<SquareMatrix, Matrix>(m, "SquareMatrix").def(py::init<py::ssize_t>());
   142  
   143      // test_pointer_to_member_fn
   144      // Tests that passing a pointer to member to the base class works in
   145      // the derived class.
   146      struct Buffer {
   147          int32_t value = 0;
   148  
   149          py::buffer_info get_buffer_info() {
   150              return py::buffer_info(
   151                  &value, sizeof(value), py::format_descriptor<int32_t>::format(), 1);
   152          }
   153      };
   154      py::class_<Buffer>(m, "Buffer", py::buffer_protocol())
   155          .def(py::init<>())
   156          .def_readwrite("value", &Buffer::value)
   157          .def_buffer(&Buffer::get_buffer_info);
   158  
   159      class ConstBuffer {
   160          std::unique_ptr<int32_t> value;
   161  
   162      public:
   163          int32_t get_value() const { return *value; }
   164          void set_value(int32_t v) { *value = v; }
   165  
   166          py::buffer_info get_buffer_info() const {
   167              return py::buffer_info(
   168                  value.get(), sizeof(*value), py::format_descriptor<int32_t>::format(), 1);
   169          }
   170  
   171          ConstBuffer() : value(new int32_t{0}) {}
   172      };
   173      py::class_<ConstBuffer>(m, "ConstBuffer", py::buffer_protocol())
   174          .def(py::init<>())
   175          .def_property("value", &ConstBuffer::get_value, &ConstBuffer::set_value)
   176          .def_buffer(&ConstBuffer::get_buffer_info);
   177  
   178      struct DerivedBuffer : public Buffer {};
   179      py::class_<DerivedBuffer>(m, "DerivedBuffer", py::buffer_protocol())
   180          .def(py::init<>())
   181          .def_readwrite("value", (int32_t DerivedBuffer::*) &DerivedBuffer::value)
   182          .def_buffer(&DerivedBuffer::get_buffer_info);
   183  
   184      struct BufferReadOnly {
   185          const uint8_t value = 0;
   186          explicit BufferReadOnly(uint8_t value) : value(value) {}
   187  
   188          py::buffer_info get_buffer_info() { return py::buffer_info(&value, 1); }
   189      };
   190      py::class_<BufferReadOnly>(m, "BufferReadOnly", py::buffer_protocol())
   191          .def(py::init<uint8_t>())
   192          .def_buffer(&BufferReadOnly::get_buffer_info);
   193  
   194      struct BufferReadOnlySelect {
   195          uint8_t value = 0;
   196          bool readonly = false;
   197  
   198          py::buffer_info get_buffer_info() { return py::buffer_info(&value, 1, readonly); }
   199      };
   200      py::class_<BufferReadOnlySelect>(m, "BufferReadOnlySelect", py::buffer_protocol())
   201          .def(py::init<>())
   202          .def_readwrite("value", &BufferReadOnlySelect::value)
   203          .def_readwrite("readonly", &BufferReadOnlySelect::readonly)
   204          .def_buffer(&BufferReadOnlySelect::get_buffer_info);
   205  
   206      // Expose buffer_info for testing.
   207      py::class_<py::buffer_info>(m, "buffer_info")
   208          .def(py::init<>())
   209          .def_readonly("itemsize", &py::buffer_info::itemsize)
   210          .def_readonly("size", &py::buffer_info::size)
   211          .def_readonly("format", &py::buffer_info::format)
   212          .def_readonly("ndim", &py::buffer_info::ndim)
   213          .def_readonly("shape", &py::buffer_info::shape)
   214          .def_readonly("strides", &py::buffer_info::strides)
   215          .def_readonly("readonly", &py::buffer_info::readonly)
   216          .def("__repr__", [](py::handle self) {
   217              return py::str("itemsize={0.itemsize!r}, size={0.size!r}, format={0.format!r}, "
   218                             "ndim={0.ndim!r}, shape={0.shape!r}, strides={0.strides!r}, "
   219                             "readonly={0.readonly!r}")
   220                  .format(self);
   221          });
   222  
   223      m.def("get_buffer_info", [](const py::buffer &buffer) { return buffer.request(); });
   224  }