1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442
|
/*
tests/test_buffers.cpp -- supporting Pythons' buffer protocol
Copyright (c) 2016 Wenzel Jakob <wenzel.jakob@epfl.ch>
All rights reserved. Use of this source code is governed by a
BSD-style license that can be found in the LICENSE file.
*/
#include <pybind11/complex.h>
#include <pybind11/stl.h>
#include "constructor_stats.h"
#include "pybind11_tests.h"
TEST_SUBMODULE(buffers, m) {
m.attr("long_double_and_double_have_same_size") = (sizeof(long double) == sizeof(double));
m.def("format_descriptor_format_buffer_info_equiv",
[](const std::string &cpp_name, const py::buffer &buffer) {
// https://google.github.io/styleguide/cppguide.html#Static_and_Global_Variables
static auto *format_table = new std::map<std::string, std::string>;
static auto *equiv_table
= new std::map<std::string, bool (py::buffer_info::*)() const>;
if (format_table->empty()) {
#define PYBIND11_ASSIGN_HELPER(...) \
(*format_table)[#__VA_ARGS__] = py::format_descriptor<__VA_ARGS__>::format(); \
(*equiv_table)[#__VA_ARGS__] = &py::buffer_info::item_type_is_equivalent_to<__VA_ARGS__>;
PYBIND11_ASSIGN_HELPER(PyObject *)
PYBIND11_ASSIGN_HELPER(bool)
PYBIND11_ASSIGN_HELPER(std::int8_t)
PYBIND11_ASSIGN_HELPER(std::uint8_t)
PYBIND11_ASSIGN_HELPER(std::int16_t)
PYBIND11_ASSIGN_HELPER(std::uint16_t)
PYBIND11_ASSIGN_HELPER(std::int32_t)
PYBIND11_ASSIGN_HELPER(std::uint32_t)
PYBIND11_ASSIGN_HELPER(std::int64_t)
PYBIND11_ASSIGN_HELPER(std::uint64_t)
PYBIND11_ASSIGN_HELPER(float)
PYBIND11_ASSIGN_HELPER(double)
PYBIND11_ASSIGN_HELPER(long double)
PYBIND11_ASSIGN_HELPER(std::complex<float>)
PYBIND11_ASSIGN_HELPER(std::complex<double>)
PYBIND11_ASSIGN_HELPER(std::complex<long double>)
#undef PYBIND11_ASSIGN_HELPER
}
return std::pair<std::string, bool>(
(*format_table)[cpp_name], (buffer.request().*((*equiv_table)[cpp_name]))());
});
// test_from_python / test_to_python:
class Matrix {
public:
Matrix(py::ssize_t rows, py::ssize_t cols) : m_rows(rows), m_cols(cols) {
print_created(this, std::to_string(m_rows) + "x" + std::to_string(m_cols) + " matrix");
// NOLINTNEXTLINE(cppcoreguidelines-prefer-member-initializer)
m_data = new float[(size_t) (rows * cols)];
memset(m_data, 0, sizeof(float) * (size_t) (rows * cols));
}
Matrix(const Matrix &s) : m_rows(s.m_rows), m_cols(s.m_cols) {
print_copy_created(this,
std::to_string(m_rows) + "x" + std::to_string(m_cols) + " matrix");
// NOLINTNEXTLINE(cppcoreguidelines-prefer-member-initializer)
m_data = new float[(size_t) (m_rows * m_cols)];
memcpy(m_data, s.m_data, sizeof(float) * (size_t) (m_rows * m_cols));
}
Matrix(Matrix &&s) noexcept : m_rows(s.m_rows), m_cols(s.m_cols), m_data(s.m_data) {
print_move_created(this);
s.m_rows = 0;
s.m_cols = 0;
s.m_data = nullptr;
}
~Matrix() {
print_destroyed(this,
std::to_string(m_rows) + "x" + std::to_string(m_cols) + " matrix");
delete[] m_data;
}
Matrix &operator=(const Matrix &s) {
if (this == &s) {
return *this;
}
print_copy_assigned(this,
std::to_string(m_rows) + "x" + std::to_string(m_cols) + " matrix");
delete[] m_data;
m_rows = s.m_rows;
m_cols = s.m_cols;
m_data = new float[(size_t) (m_rows * m_cols)];
memcpy(m_data, s.m_data, sizeof(float) * (size_t) (m_rows * m_cols));
return *this;
}
Matrix &operator=(Matrix &&s) noexcept {
print_move_assigned(this,
std::to_string(m_rows) + "x" + std::to_string(m_cols) + " matrix");
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()(py::ssize_t i, py::ssize_t j) const {
return m_data[(size_t) (i * m_cols + j)];
}
float &operator()(py::ssize_t i, py::ssize_t j) {
return m_data[(size_t) (i * m_cols + j)];
}
float *data() { return m_data; }
py::ssize_t rows() const { return m_rows; }
py::ssize_t cols() const { return m_cols; }
private:
py::ssize_t m_rows;
py::ssize_t m_cols;
float *m_data;
};
py::class_<Matrix>(m, "Matrix", py::buffer_protocol())
.def(py::init<py::ssize_t, py::ssize_t>())
/// Construct from a buffer
.def(py::init([](const py::buffer &b) {
py::buffer_info info = b.request();
if (info.format != py::format_descriptor<float>::format() || info.ndim != 2) {
throw std::runtime_error("Incompatible buffer format!");
}
auto *v = new Matrix(info.shape[0], info.shape[1]);
memcpy(v->data(), info.ptr, sizeof(float) * (size_t) (v->rows() * v->cols()));
return v;
}))
.def("rows", &Matrix::rows)
.def("cols", &Matrix::cols)
/// Bare bones interface
.def("__getitem__",
[](const Matrix &m, std::pair<py::ssize_t, py::ssize_t> 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<py::ssize_t, py::ssize_t> 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 */
{m.rows(), m.cols()}, /* Buffer dimensions */
{sizeof(float) * size_t(m.cols()), /* Strides (in bytes) for each index */
sizeof(float)});
});
// A matrix that uses Fortran storage order.
class FortranMatrix : public Matrix {
public:
FortranMatrix(py::ssize_t rows, py::ssize_t cols) : Matrix(cols, rows) {
print_created(this,
std::to_string(rows) + "x" + std::to_string(cols) + " Fortran matrix");
}
float operator()(py::ssize_t i, py::ssize_t j) const { return Matrix::operator()(j, i); }
float &operator()(py::ssize_t i, py::ssize_t j) { return Matrix::operator()(j, i); }
using Matrix::data;
py::ssize_t rows() const { return Matrix::cols(); }
py::ssize_t cols() const { return Matrix::rows(); }
};
py::class_<FortranMatrix, Matrix>(m, "FortranMatrix", py::buffer_protocol())
.def(py::init<py::ssize_t, py::ssize_t>())
.def("rows", &FortranMatrix::rows)
.def("cols", &FortranMatrix::cols)
/// Bare bones interface
.def("__getitem__",
[](const FortranMatrix &m, std::pair<py::ssize_t, py::ssize_t> i) {
if (i.first >= m.rows() || i.second >= m.cols()) {
throw py::index_error();
}
return m(i.first, i.second);
})
.def("__setitem__",
[](FortranMatrix &m, std::pair<py::ssize_t, py::ssize_t> 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([](FortranMatrix &m) -> py::buffer_info {
return py::buffer_info(m.data(), /* Pointer to buffer */
{m.rows(), m.cols()}, /* Buffer dimensions */
/* Strides (in bytes) for each index */
{sizeof(float), sizeof(float) * size_t(m.rows())});
});
// A matrix that uses a discontiguous underlying memory block.
class DiscontiguousMatrix : public Matrix {
public:
DiscontiguousMatrix(py::ssize_t rows,
py::ssize_t cols,
py::ssize_t row_factor,
py::ssize_t col_factor)
: Matrix(rows * row_factor, cols * col_factor), m_row_factor(row_factor),
m_col_factor(col_factor) {
print_created(this,
std::to_string(rows) + "(*" + std::to_string(row_factor) + ")x"
+ std::to_string(cols) + "(*" + std::to_string(col_factor)
+ ") matrix");
}
~DiscontiguousMatrix() {
print_destroyed(this,
std::to_string(rows() / m_row_factor) + "(*"
+ std::to_string(m_row_factor) + ")x"
+ std::to_string(cols() / m_col_factor) + "(*"
+ std::to_string(m_col_factor) + ") matrix");
}
float operator()(py::ssize_t i, py::ssize_t j) const {
return Matrix::operator()(i *m_row_factor, j *m_col_factor);
}
float &operator()(py::ssize_t i, py::ssize_t j) {
return Matrix::operator()(i *m_row_factor, j *m_col_factor);
}
using Matrix::data;
py::ssize_t rows() const { return Matrix::rows() / m_row_factor; }
py::ssize_t cols() const { return Matrix::cols() / m_col_factor; }
py::ssize_t row_factor() const { return m_row_factor; }
py::ssize_t col_factor() const { return m_col_factor; }
private:
py::ssize_t m_row_factor;
py::ssize_t m_col_factor;
};
py::class_<DiscontiguousMatrix, Matrix>(m, "DiscontiguousMatrix", py::buffer_protocol())
.def(py::init<py::ssize_t, py::ssize_t, py::ssize_t, py::ssize_t>())
.def("rows", &DiscontiguousMatrix::rows)
.def("cols", &DiscontiguousMatrix::cols)
/// Bare bones interface
.def("__getitem__",
[](const DiscontiguousMatrix &m, std::pair<py::ssize_t, py::ssize_t> i) {
if (i.first >= m.rows() || i.second >= m.cols()) {
throw py::index_error();
}
return m(i.first, i.second);
})
.def("__setitem__",
[](DiscontiguousMatrix &m, std::pair<py::ssize_t, py::ssize_t> 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([](DiscontiguousMatrix &m) -> py::buffer_info {
return py::buffer_info(m.data(), /* Pointer to buffer */
{m.rows(), m.cols()}, /* Buffer dimensions */
/* Strides (in bytes) for each index */
{size_t(m.col_factor()) * sizeof(float) * size_t(m.cols())
* size_t(m.row_factor()),
size_t(m.col_factor()) * sizeof(float)});
});
class BrokenMatrix : public Matrix {
public:
BrokenMatrix(py::ssize_t rows, py::ssize_t cols) : Matrix(rows, cols) {}
void throw_runtime_error() { throw std::runtime_error("See PR #5324 for context."); }
};
py::class_<BrokenMatrix>(m, "BrokenMatrix", py::buffer_protocol())
.def(py::init<py::ssize_t, py::ssize_t>())
.def_buffer([](BrokenMatrix &m) {
m.throw_runtime_error();
return py::buffer_info();
});
// test_inherited_protocol
class SquareMatrix : public Matrix {
public:
explicit SquareMatrix(py::ssize_t n) : Matrix(n, n) {}
};
// Derived classes inherit the buffer protocol and the buffer access function
py::class_<SquareMatrix, Matrix>(m, "SquareMatrix").def(py::init<py::ssize_t>());
// test_pointer_to_member_fn
// Tests that passing a pointer to member to the base class works in
// the derived class.
struct Buffer {
int32_t value = 0;
py::buffer_info get_buffer_info() {
return py::buffer_info(
&value, sizeof(value), py::format_descriptor<int32_t>::format(), 1);
}
};
py::class_<Buffer>(m, "Buffer", py::buffer_protocol())
.def(py::init<>())
.def_readwrite("value", &Buffer::value)
.def_buffer(&Buffer::get_buffer_info);
class ConstBuffer {
std::unique_ptr<int32_t> value;
public:
int32_t get_value() const { return *value; }
void set_value(int32_t v) { *value = v; }
py::buffer_info get_buffer_info() const {
return py::buffer_info(
value.get(), sizeof(*value), py::format_descriptor<int32_t>::format(), 1);
}
ConstBuffer() : value(new int32_t{0}) {}
};
py::class_<ConstBuffer>(m, "ConstBuffer", py::buffer_protocol())
.def(py::init<>())
.def_property("value", &ConstBuffer::get_value, &ConstBuffer::set_value)
.def_buffer(&ConstBuffer::get_buffer_info);
struct DerivedBuffer : public Buffer {};
py::class_<DerivedBuffer>(m, "DerivedBuffer", py::buffer_protocol())
.def(py::init<>())
.def_readwrite("value", (int32_t DerivedBuffer::*) &DerivedBuffer::value)
.def_buffer(&DerivedBuffer::get_buffer_info);
struct BufferReadOnly {
const uint8_t value = 0;
explicit BufferReadOnly(uint8_t value) : value(value) {}
py::buffer_info get_buffer_info() { return py::buffer_info(&value, 1); }
};
py::class_<BufferReadOnly>(m, "BufferReadOnly", py::buffer_protocol())
.def(py::init<uint8_t>())
.def_buffer(&BufferReadOnly::get_buffer_info);
struct BufferReadOnlySelect {
uint8_t value = 0;
bool readonly = false;
py::buffer_info get_buffer_info() { return py::buffer_info(&value, 1, readonly); }
};
py::class_<BufferReadOnlySelect>(m, "BufferReadOnlySelect", py::buffer_protocol())
.def(py::init<>())
.def_readwrite("value", &BufferReadOnlySelect::value)
.def_readwrite("readonly", &BufferReadOnlySelect::readonly)
.def_buffer(&BufferReadOnlySelect::get_buffer_info);
// Expose buffer_info for testing.
py::class_<py::buffer_info>(m, "buffer_info")
.def(py::init<>())
.def_readonly("itemsize", &py::buffer_info::itemsize)
.def_readonly("size", &py::buffer_info::size)
.def_readonly("format", &py::buffer_info::format)
.def_readonly("ndim", &py::buffer_info::ndim)
.def_readonly("shape", &py::buffer_info::shape)
.def_readonly("strides", &py::buffer_info::strides)
.def_readonly("readonly", &py::buffer_info::readonly)
.def("__repr__", [](py::handle self) {
return py::str("itemsize={0.itemsize!r}, size={0.size!r}, format={0.format!r}, "
"ndim={0.ndim!r}, shape={0.shape!r}, strides={0.strides!r}, "
"readonly={0.readonly!r}")
.format(self);
});
m.def("get_buffer_info", [](const py::buffer &buffer) { return buffer.request(); });
// Expose Py_buffer for testing.
m.attr("PyBUF_FORMAT") = PyBUF_FORMAT;
m.attr("PyBUF_SIMPLE") = PyBUF_SIMPLE;
m.attr("PyBUF_ND") = PyBUF_ND;
m.attr("PyBUF_STRIDES") = PyBUF_STRIDES;
m.attr("PyBUF_INDIRECT") = PyBUF_INDIRECT;
m.attr("PyBUF_C_CONTIGUOUS") = PyBUF_C_CONTIGUOUS;
m.attr("PyBUF_F_CONTIGUOUS") = PyBUF_F_CONTIGUOUS;
m.attr("PyBUF_ANY_CONTIGUOUS") = PyBUF_ANY_CONTIGUOUS;
m.def("get_py_buffer", [](const py::object &object, int flags) {
Py_buffer buffer;
memset(&buffer, 0, sizeof(Py_buffer));
if (PyObject_GetBuffer(object.ptr(), &buffer, flags) == -1) {
throw py::error_already_set();
}
auto SimpleNamespace = py::module_::import("types").attr("SimpleNamespace");
py::object result = SimpleNamespace("len"_a = buffer.len,
"readonly"_a = buffer.readonly,
"itemsize"_a = buffer.itemsize,
"format"_a = buffer.format,
"ndim"_a = buffer.ndim,
"shape"_a = py::none(),
"strides"_a = py::none(),
"suboffsets"_a = py::none());
if (buffer.shape != nullptr) {
py::list l;
for (auto i = 0; i < buffer.ndim; i++) {
l.append(buffer.shape[i]);
}
py::setattr(result, "shape", l);
}
if (buffer.strides != nullptr) {
py::list l;
for (auto i = 0; i < buffer.ndim; i++) {
l.append(buffer.strides[i]);
}
py::setattr(result, "strides", l);
}
if (buffer.suboffsets != nullptr) {
py::list l;
for (auto i = 0; i < buffer.ndim; i++) {
l.append(buffer.suboffsets[i]);
}
py::setattr(result, "suboffsets", l);
}
PyBuffer_Release(&buffer);
return result;
});
}
|