/* example/example7.cpp -- Example 7: supporting Pythons' buffer protocol Copyright (c) 2015 Wenzel Jakob All rights reserved. Use of this source code is governed by a BSD-style license that can be found in the LICENSE file. */ #include "example.h" class Matrix { public: Matrix(size_t rows, size_t cols) : m_rows(rows), m_cols(cols) { std::cout << "Value constructor: Creating a " << rows << "x" << cols << " matrix " << std::endl; m_data = new float[rows*cols]; memset(m_data, 0, sizeof(float) * rows * cols); } Matrix(const Matrix &s) : m_rows(s.m_rows), m_cols(s.m_cols) { std::cout << "Copy constructor: Creating a " << m_rows << "x" << m_cols << " matrix " << std::endl; m_data = new float[m_rows * m_cols]; memcpy(m_data, s.m_data, sizeof(float) * m_rows * m_cols); } Matrix(Matrix &&s) : m_rows(s.m_rows), m_cols(s.m_cols), m_data(s.m_data) { std::cout << "Move constructor: Creating a " << m_rows << "x" << m_cols << " matrix " << std::endl; s.m_rows = 0; s.m_cols = 0; s.m_data = nullptr; } ~Matrix() { std::cout << "Freeing a " << m_rows << "x" << m_cols << " matrix " << std::endl; delete[] m_data; } Matrix &operator=(const Matrix &s) { std::cout << "Assignment operator : Creating a " << s.m_rows << "x" << s.m_cols << " matrix " << std::endl; delete[] m_data; m_rows = s.m_rows; m_cols = s.m_cols; m_data = new float[m_rows * m_cols]; memcpy(m_data, s.m_data, sizeof(float) * m_rows * m_cols); return *this; } Matrix &operator=(Matrix &&s) { std::cout << "Move assignment operator : Creating a " << s.m_rows << "x" << s.m_cols << " matrix " << std::endl; if (&s != this) { delete[] m_data; m_rows = s.m_rows; m_cols = s.m_cols; m_data = s.m_data; s.m_rows = 0; s.m_cols = 0; s.m_data = nullptr; } return *this; } float operator()(size_t i, size_t j) const { return m_data[i*m_cols + j]; } float &operator()(size_t i, size_t j) { return m_data[i*m_cols + j]; } float *data() { return m_data; } size_t rows() const { return m_rows; } size_t cols() const { return m_cols; } private: size_t m_rows; size_t m_cols; float *m_data; }; void init_ex7(py::module &m) { py::class_ mtx(m, "Matrix"); mtx.def(py::init()) /// Construct from a buffer .def("__init__", [](Matrix &v, py::buffer b) { py::buffer_info info = b.request(); if (info.format != py::format_descriptor::value() || info.ndim != 2) throw std::runtime_error("Incompatible buffer format!"); new (&v) Matrix(info.shape[0], info.shape[1]); memcpy(v.data(), info.ptr, sizeof(float) * v.rows() * v.cols()); }) .def("rows", &Matrix::rows) .def("cols", &Matrix::cols) /// Bare bones interface .def("__getitem__", [](const Matrix &m, std::pair i) { if (i.first >= m.rows() || i.second >= m.cols()) throw py::index_error(); return m(i.first, i.second); }) .def("__setitem__", [](Matrix &m, std::pair i, float v) { if (i.first >= m.rows() || i.second >= m.cols()) throw py::index_error(); m(i.first, i.second) = v; }) /// Provide buffer access .def_buffer([](Matrix &m) -> py::buffer_info { return py::buffer_info( m.data(), /* Pointer to buffer */ sizeof(float), /* Size of one scalar */ py::format_descriptor::value(), /* Python struct-style format descriptor */ 2, /* Number of dimensions */ { m.rows(), m.cols() }, /* Buffer dimensions */ { sizeof(float) * m.rows(), /* Strides (in bytes) for each index */ sizeof(float) } ); }); }