/* example/example20.cpp -- Usage of structured numpy dtypes Copyright (c) 2016 Ivan Smirnov 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" #include #include #include namespace py = pybind11; struct SimpleStruct { bool x; uint32_t y; float z; }; std::ostream& operator<<(std::ostream& os, const SimpleStruct& v) { return os << "s:" << v.x << "," << v.y << "," << v.z; } struct PackedStruct { bool x; uint32_t y; float z; } __attribute__((packed)); std::ostream& operator<<(std::ostream& os, const PackedStruct& v) { return os << "p:" << v.x << "," << v.y << "," << v.z; } struct NestedStruct { SimpleStruct a; PackedStruct b; } __attribute__((packed)); std::ostream& operator<<(std::ostream& os, const NestedStruct& v) { return os << "n:a=" << v.a << ";b=" << v.b; } struct UnboundStruct { }; template py::array mkarray_via_buffer(size_t n) { return py::array(py::buffer_info(nullptr, sizeof(T), py::format_descriptor::format(), 1, { n }, { sizeof(T) })); } template py::array_t create_recarray(size_t n) { auto arr = mkarray_via_buffer(n); auto ptr = static_cast(arr.request().ptr); for (size_t i = 0; i < n; i++) { ptr[i].x = i % 2; ptr[i].y = (uint32_t) i; ptr[i].z = (float) i * 1.5f; } return arr; } std::string get_format_unbound() { return py::format_descriptor::format(); } py::array_t create_nested(size_t n) { auto arr = mkarray_via_buffer(n); auto ptr = static_cast(arr.request().ptr); for (size_t i = 0; i < n; i++) { ptr[i].a.x = i % 2; ptr[i].a.y = (uint32_t) i; ptr[i].a.z = (float) i * 1.5f; ptr[i].b.x = (i + 1) % 2; ptr[i].b.y = (uint32_t) (i + 1); ptr[i].b.z = (float) (i + 1) * 1.5f; } return arr; } template void print_recarray(py::array_t arr) { auto buf = arr.request(); auto ptr = static_cast(buf.ptr); for (size_t i = 0; i < buf.size; i++) std::cout << ptr[i] << std::endl; } void print_format_descriptors() { std::cout << py::format_descriptor::format() << std::endl; std::cout << py::format_descriptor::format() << std::endl; std::cout << py::format_descriptor::format() << std::endl; } void print_dtypes() { auto to_str = [](py::object obj) { return (std::string) (py::str) ((py::object) obj.attr("__str__"))(); }; std::cout << to_str(py::dtype_of()) << std::endl; std::cout << to_str(py::dtype_of()) << std::endl; std::cout << to_str(py::dtype_of()) << std::endl; } void init_ex20(py::module &m) { PYBIND11_NUMPY_DTYPE(SimpleStruct, x, y, z); PYBIND11_NUMPY_DTYPE(PackedStruct, x, y, z); PYBIND11_NUMPY_DTYPE(NestedStruct, a, b); m.def("create_rec_simple", &create_recarray); m.def("create_rec_packed", &create_recarray); m.def("create_rec_nested", &create_nested); m.def("print_format_descriptors", &print_format_descriptors); m.def("print_rec_simple", &print_recarray); m.def("print_rec_packed", &print_recarray); m.def("print_rec_nested", &print_recarray); m.def("print_dtypes", &print_dtypes); m.def("get_format_unbound", &get_format_unbound); }