mirror of
https://github.com/pybind/pybind11.git
synced 2024-11-24 14:15:11 +00:00
Fix undefined memoryview format (#2223)
* Fix undefined memoryview format * Add missing <algorithm> header * Add workaround for py27 array compatibility * Workaround py27 memoryview behavior * Fix memoryview constructor from buffer_info * Workaround PyMemoryView_FromMemory availability in py27 * Fix up memoryview tests * Update memoryview test from buffer to check signedness * Use static factory method to create memoryview * Remove ndim arg from memoryview::frombuffer and add tests * Allow ndim=0 memoryview and documentation fixup * Use void* to align to frombuffer method signature * Add const variants of frombuffer and frommemory * Add memory view section in doc * Fix docs * Add test for null buffer * Workaround py27 nullptr behavior in test * Rename frombuffer to from_buffer
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@ -18,3 +18,5 @@ ALIASES += "endrst=\endverbatim"
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QUIET = YES
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WARNINGS = YES
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WARN_IF_UNDOCUMENTED = NO
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PREDEFINED = DOXYGEN_SHOULD_SKIP_THIS \
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PY_MAJOR_VERSION=3
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@ -384,3 +384,45 @@ operation on the C++ side:
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py::array a = /* A NumPy array */;
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py::array b = a[py::make_tuple(0, py::ellipsis(), 0)];
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Memory view
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===========
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For a case when we simply want to provide a direct accessor to C/C++ buffer
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without a concrete class object, we can return a ``memoryview`` object. Suppose
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we wish to expose a ``memoryview`` for 2x4 uint8_t array, we can do the
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following:
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.. code-block:: cpp
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const uint8_t buffer[] = {
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0, 1, 2, 3,
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4, 5, 6, 7
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};
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m.def("get_memoryview2d", []() {
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return py::memoryview::from_buffer(
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buffer, // buffer pointer
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{ 2, 4 }, // shape (rows, cols)
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{ sizeof(uint8_t) * 4, sizeof(uint8_t) } // strides in bytes
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);
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})
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This approach is meant for providing a ``memoryview`` for a C/C++ buffer not
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managed by Python. The user is responsible for managing the lifetime of the
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buffer. Using a ``memoryview`` created in this way after deleting the buffer in
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C++ side results in undefined behavior.
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We can also use ``memoryview::from_memory`` for a simple 1D contiguous buffer:
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.. code-block:: cpp
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m.def("get_memoryview1d", []() {
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return py::memoryview::from_memory(
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buffer, // buffer pointer
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sizeof(uint8_t) * 8 // buffer size
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);
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})
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.. note::
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``memoryview::from_memory`` is not available in Python 2.
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@ -54,7 +54,7 @@ struct buffer_info {
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explicit buffer_info(Py_buffer *view, bool ownview = true)
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: buffer_info(view->buf, view->itemsize, view->format, view->ndim,
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{view->shape, view->shape + view->ndim}, {view->strides, view->strides + view->ndim}, view->readonly) {
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this->view = view;
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this->m_view = view;
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this->ownview = ownview;
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}
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@ -73,16 +73,18 @@ struct buffer_info {
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ndim = rhs.ndim;
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shape = std::move(rhs.shape);
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strides = std::move(rhs.strides);
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std::swap(view, rhs.view);
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std::swap(m_view, rhs.m_view);
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std::swap(ownview, rhs.ownview);
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readonly = rhs.readonly;
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return *this;
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}
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~buffer_info() {
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if (view && ownview) { PyBuffer_Release(view); delete view; }
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if (m_view && ownview) { PyBuffer_Release(m_view); delete m_view; }
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}
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Py_buffer *view() const { return m_view; }
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Py_buffer *&view() { return m_view; }
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private:
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struct private_ctr_tag { };
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@ -90,7 +92,7 @@ private:
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detail::any_container<ssize_t> &&shape_in, detail::any_container<ssize_t> &&strides_in, bool readonly)
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: buffer_info(ptr, itemsize, format, ndim, std::move(shape_in), std::move(strides_in), readonly) { }
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Py_buffer *view = nullptr;
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Py_buffer *m_view = nullptr;
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bool ownview = false;
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};
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@ -1336,35 +1336,139 @@ public:
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class memoryview : public object {
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public:
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explicit memoryview(const buffer_info& info) {
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static Py_buffer buf { };
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// Py_buffer uses signed sizes, strides and shape!..
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static std::vector<Py_ssize_t> py_strides { };
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static std::vector<Py_ssize_t> py_shape { };
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buf.buf = info.ptr;
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buf.itemsize = info.itemsize;
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buf.format = const_cast<char *>(info.format.c_str());
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buf.ndim = (int) info.ndim;
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buf.len = info.size;
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py_strides.clear();
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py_shape.clear();
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for (size_t i = 0; i < (size_t) info.ndim; ++i) {
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py_strides.push_back(info.strides[i]);
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py_shape.push_back(info.shape[i]);
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}
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buf.strides = py_strides.data();
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buf.shape = py_shape.data();
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buf.suboffsets = nullptr;
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buf.readonly = info.readonly;
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buf.internal = nullptr;
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PYBIND11_OBJECT_CVT(memoryview, object, PyMemoryView_Check, PyMemoryView_FromObject)
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m_ptr = PyMemoryView_FromBuffer(&buf);
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/** \rst
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Creates ``memoryview`` from ``buffer_info``.
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``buffer_info`` must be created from ``buffer::request()``. Otherwise
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throws an exception.
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For creating a ``memoryview`` from objects that support buffer protocol,
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use ``memoryview(const object& obj)`` instead of this constructor.
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\endrst */
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explicit memoryview(const buffer_info& info) {
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if (!info.view())
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pybind11_fail("Prohibited to create memoryview without Py_buffer");
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// Note: PyMemoryView_FromBuffer never increments obj reference.
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m_ptr = (info.view()->obj) ?
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PyMemoryView_FromObject(info.view()->obj) :
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PyMemoryView_FromBuffer(info.view());
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if (!m_ptr)
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pybind11_fail("Unable to create memoryview from buffer descriptor");
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}
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PYBIND11_OBJECT_CVT(memoryview, object, PyMemoryView_Check, PyMemoryView_FromObject)
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/** \rst
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Creates ``memoryview`` from static buffer.
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This method is meant for providing a ``memoryview`` for C/C++ buffer not
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managed by Python. The caller is responsible for managing the lifetime
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of ``ptr`` and ``format``, which MUST outlive the memoryview constructed
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here.
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See also: Python C API documentation for `PyMemoryView_FromBuffer`_.
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.. _PyMemoryView_FromBuffer: https://docs.python.org/c-api/memoryview.html#c.PyMemoryView_FromBuffer
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:param ptr: Pointer to the buffer.
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:param itemsize: Byte size of an element.
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:param format: Pointer to the null-terminated format string. For
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homogeneous Buffers, this should be set to
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``format_descriptor<T>::value``.
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:param shape: Shape of the tensor (1 entry per dimension).
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:param strides: Number of bytes between adjacent entries (for each
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per dimension).
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:param readonly: Flag to indicate if the underlying storage may be
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written to.
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\endrst */
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static memoryview from_buffer(
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void *ptr, ssize_t itemsize, const char *format,
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detail::any_container<ssize_t> shape,
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detail::any_container<ssize_t> strides, bool readonly = false);
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static memoryview from_buffer(
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const void *ptr, ssize_t itemsize, const char *format,
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detail::any_container<ssize_t> shape,
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detail::any_container<ssize_t> strides) {
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return memoryview::from_buffer(
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const_cast<void*>(ptr), itemsize, format, shape, strides, true);
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}
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template<typename T>
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static memoryview from_buffer(
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T *ptr, detail::any_container<ssize_t> shape,
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detail::any_container<ssize_t> strides, bool readonly = false) {
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return memoryview::from_buffer(
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reinterpret_cast<void*>(ptr), sizeof(T),
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format_descriptor<T>::value, shape, strides, readonly);
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}
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template<typename T>
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static memoryview from_buffer(
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const T *ptr, detail::any_container<ssize_t> shape,
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detail::any_container<ssize_t> strides) {
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return memoryview::from_buffer(
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const_cast<T*>(ptr), shape, strides, true);
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}
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#if PY_MAJOR_VERSION >= 3
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/** \rst
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Creates ``memoryview`` from static memory.
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This method is meant for providing a ``memoryview`` for C/C++ buffer not
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managed by Python. The caller is responsible for managing the lifetime
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of ``mem``, which MUST outlive the memoryview constructed here.
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This method is not available in Python 2.
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See also: Python C API documentation for `PyMemoryView_FromBuffer`_.
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.. _PyMemoryView_FromMemory: https://docs.python.org/c-api/memoryview.html#c.PyMemoryView_FromMemory
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\endrst */
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static memoryview from_memory(void *mem, ssize_t size, bool readonly = false) {
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PyObject* ptr = PyMemoryView_FromMemory(
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reinterpret_cast<char*>(mem), size,
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(readonly) ? PyBUF_READ : PyBUF_WRITE);
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if (!ptr)
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pybind11_fail("Could not allocate memoryview object!");
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return memoryview(object(ptr, stolen_t{}));
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}
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static memoryview from_memory(const void *mem, ssize_t size) {
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return memoryview::from_memory(const_cast<void*>(mem), size, true);
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}
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#endif
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};
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#ifndef DOXYGEN_SHOULD_SKIP_THIS
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inline memoryview memoryview::from_buffer(
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void *ptr, ssize_t itemsize, const char* format,
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detail::any_container<ssize_t> shape,
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detail::any_container<ssize_t> strides, bool readonly) {
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size_t ndim = shape->size();
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if (ndim != strides->size())
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pybind11_fail("memoryview: shape length doesn't match strides length");
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ssize_t size = ndim ? 1 : 0;
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for (size_t i = 0; i < ndim; ++i)
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size *= (*shape)[i];
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Py_buffer view;
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view.buf = ptr;
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view.obj = nullptr;
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view.len = size * itemsize;
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view.readonly = static_cast<int>(readonly);
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view.itemsize = itemsize;
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view.format = const_cast<char*>(format);
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view.ndim = static_cast<int>(ndim);
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view.shape = shape->data();
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view.strides = strides->data();
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view.suboffsets = nullptr;
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view.internal = nullptr;
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PyObject* obj = PyMemoryView_FromBuffer(&view);
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if (!obj)
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throw error_already_set();
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return memoryview(object(obj, stolen_t{}));
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}
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#endif // DOXYGEN_SHOULD_SKIP_THIS
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/// @} pytypes
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/// \addtogroup python_builtins
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@ -318,4 +318,53 @@ TEST_SUBMODULE(pytypes, m) {
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m.def("test_list_slicing", [](py::list a) {
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return a[py::slice(0, -1, 2)];
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});
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m.def("test_memoryview_object", [](py::buffer b) {
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return py::memoryview(b);
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});
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m.def("test_memoryview_buffer_info", [](py::buffer b) {
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return py::memoryview(b.request());
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});
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m.def("test_memoryview_from_buffer", [](bool is_unsigned) {
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static const int16_t si16[] = { 3, 1, 4, 1, 5 };
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static const uint16_t ui16[] = { 2, 7, 1, 8 };
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if (is_unsigned)
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return py::memoryview::from_buffer(
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ui16, { 4 }, { sizeof(uint16_t) });
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else
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return py::memoryview::from_buffer(
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si16, { 5 }, { sizeof(int16_t) });
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});
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m.def("test_memoryview_from_buffer_nativeformat", []() {
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static const char* format = "@i";
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static const int32_t arr[] = { 4, 7, 5 };
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return py::memoryview::from_buffer(
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arr, sizeof(int32_t), format, { 3 }, { sizeof(int32_t) });
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});
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m.def("test_memoryview_from_buffer_empty_shape", []() {
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static const char* buf = "";
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return py::memoryview::from_buffer(buf, 1, "B", { }, { });
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});
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m.def("test_memoryview_from_buffer_invalid_strides", []() {
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static const char* buf = "\x02\x03\x04";
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return py::memoryview::from_buffer(buf, 1, "B", { 3 }, { });
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});
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m.def("test_memoryview_from_buffer_nullptr", []() {
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return py::memoryview::from_buffer(
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static_cast<void*>(nullptr), 1, "B", { }, { });
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});
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#if PY_MAJOR_VERSION >= 3
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m.def("test_memoryview_from_memory", []() {
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const char* buf = "\xff\xe1\xab\x37";
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return py::memoryview::from_memory(
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buf, static_cast<ssize_t>(strlen(buf)));
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});
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#endif
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}
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@ -278,3 +278,70 @@ def test_number_protocol():
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def test_list_slicing():
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li = list(range(100))
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assert li[::2] == m.test_list_slicing(li)
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@pytest.mark.parametrize('method, args, fmt, expected_view', [
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(m.test_memoryview_object, (b'red',), 'B', b'red'),
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(m.test_memoryview_buffer_info, (b'green',), 'B', b'green'),
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(m.test_memoryview_from_buffer, (False,), 'h', [3, 1, 4, 1, 5]),
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(m.test_memoryview_from_buffer, (True,), 'H', [2, 7, 1, 8]),
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(m.test_memoryview_from_buffer_nativeformat, (), '@i', [4, 7, 5]),
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])
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def test_memoryview(method, args, fmt, expected_view):
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view = method(*args)
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assert isinstance(view, memoryview)
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assert view.format == fmt
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if isinstance(expected_view, bytes) or sys.version_info[0] >= 3:
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view_as_list = list(view)
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else:
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# Using max to pick non-zero byte (big-endian vs little-endian).
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view_as_list = [max([ord(c) for c in s]) for s in view]
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assert view_as_list == list(expected_view)
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@pytest.mark.skipif(
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not hasattr(sys, 'getrefcount'),
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reason='getrefcount is not available')
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@pytest.mark.parametrize('method', [
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m.test_memoryview_object,
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m.test_memoryview_buffer_info,
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])
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def test_memoryview_refcount(method):
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buf = b'\x0a\x0b\x0c\x0d'
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ref_before = sys.getrefcount(buf)
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view = method(buf)
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ref_after = sys.getrefcount(buf)
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assert ref_before < ref_after
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assert list(view) == list(buf)
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def test_memoryview_from_buffer_empty_shape():
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view = m.test_memoryview_from_buffer_empty_shape()
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assert isinstance(view, memoryview)
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assert view.format == 'B'
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if sys.version_info.major < 3:
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# Python 2 behavior is weird, but Python 3 (the future) is fine.
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assert bytes(view).startswith(b'<memory at ')
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else:
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assert bytes(view) == b''
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def test_test_memoryview_from_buffer_invalid_strides():
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with pytest.raises(RuntimeError):
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m.test_memoryview_from_buffer_invalid_strides()
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def test_test_memoryview_from_buffer_nullptr():
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if sys.version_info.major < 3:
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m.test_memoryview_from_buffer_nullptr()
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else:
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with pytest.raises(ValueError):
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m.test_memoryview_from_buffer_nullptr()
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@pytest.mark.skipif(sys.version_info.major < 3, reason='API not available')
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def test_memoryview_from_memory():
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view = m.test_memoryview_from_memory()
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assert isinstance(view, memoryview)
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assert view.format == 'B'
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assert bytes(view) == b'\xff\xe1\xab\x37'
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