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549 lines
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549 lines
23 KiB
ReStructuredText
Upgrade guide
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#############
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This is a companion guide to the :doc:`changelog`. While the changelog briefly
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lists all of the new features, improvements and bug fixes, this upgrade guide
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focuses only the subset which directly impacts your experience when upgrading
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to a new version. But it goes into more detail. This includes things like
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deprecated APIs and their replacements, build system changes, general code
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modernization and other useful information.
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.. _upgrade-guide-2.9:
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v2.9
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====
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* Any usage of the recently added ``py::make_simple_namespace`` should be
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converted to using ``py::module_::import("types").attr("SimpleNamespace")``
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instead.
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.. _upgrade-guide-2.7:
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v2.7
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====
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*Before* v2.7, ``py::str`` can hold ``PyUnicodeObject`` or ``PyBytesObject``,
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and ``py::isinstance<str>()`` is ``true`` for both ``py::str`` and
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``py::bytes``. Starting with v2.7, ``py::str`` exclusively holds
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``PyUnicodeObject`` (`#2409 <https://github.com/pybind/pybind11/pull/2409>`_),
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and ``py::isinstance<str>()`` is ``true`` only for ``py::str``. To help in
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the transition of user code, the ``PYBIND11_STR_LEGACY_PERMISSIVE`` macro
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is provided as an escape hatch to go back to the legacy behavior. This macro
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will be removed in future releases. Two types of required fixes are expected
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to be common:
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* Accidental use of ``py::str`` instead of ``py::bytes``, masked by the legacy
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behavior. These are probably very easy to fix, by changing from
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``py::str`` to ``py::bytes``.
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* Reliance on py::isinstance<str>(obj) being ``true`` for
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``py::bytes``. This is likely to be easy to fix in most cases by adding
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``|| py::isinstance<bytes>(obj)``, but a fix may be more involved, e.g. if
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``py::isinstance<T>`` appears in a template. Such situations will require
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careful review and custom fixes.
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.. _upgrade-guide-2.6:
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v2.6
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====
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Usage of the ``PYBIND11_OVERLOAD*`` macros and ``get_overload`` function should
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be replaced by ``PYBIND11_OVERRIDE*`` and ``get_override``. In the future, the
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old macros may be deprecated and removed.
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``py::module`` has been renamed ``py::module_``, but a backward compatible
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typedef has been included. This change was to avoid a language change in C++20
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that requires unqualified ``module`` not be placed at the start of a logical
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line. Qualified usage is unaffected and the typedef will remain unless the
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C++ language rules change again.
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The public constructors of ``py::module_`` have been deprecated. Use
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``PYBIND11_MODULE`` or ``module_::create_extension_module`` instead.
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An error is now thrown when ``__init__`` is forgotten on subclasses. This was
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incorrect before, but was not checked. Add a call to ``__init__`` if it is
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missing.
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A ``py::type_error`` is now thrown when casting to a subclass (like
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``py::bytes`` from ``py::object``) if the conversion is not valid. Make a valid
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conversion instead.
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The undocumented ``h.get_type()`` method has been deprecated and replaced by
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``py::type::of(h)``.
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Enums now have a ``__str__`` method pre-defined; if you want to override it,
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the simplest fix is to add the new ``py::prepend()`` tag when defining
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``"__str__"``.
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If ``__eq__`` defined but not ``__hash__``, ``__hash__`` is now set to
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``None``, as in normal CPython. You should add ``__hash__`` if you intended the
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class to be hashable, possibly using the new ``py::hash`` shortcut.
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The constructors for ``py::array`` now always take signed integers for size,
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for consistency. This may lead to compiler warnings on some systems. Cast to
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``py::ssize_t`` instead of ``std::size_t``.
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The ``tools/clang`` submodule and ``tools/mkdoc.py`` have been moved to a
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standalone package, `pybind11-mkdoc`_. If you were using those tools, please
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use them via a pip install from the new location.
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The ``pybind11`` package on PyPI no longer fills the wheel "headers" slot - if
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you were using the headers from this slot, they are available by requesting the
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``global`` extra, that is, ``pip install "pybind11[global]"``. (Most users will
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be unaffected, as the ``pybind11/include`` location is reported by ``python -m
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pybind11 --includes`` and ``pybind11.get_include()`` is still correct and has
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not changed since 2.5).
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.. _pybind11-mkdoc: https://github.com/pybind/pybind11-mkdoc
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CMake support:
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--------------
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The minimum required version of CMake is now 3.4. Several details of the CMake
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support have been deprecated; warnings will be shown if you need to change
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something. The changes are:
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* ``PYBIND11_CPP_STANDARD=<platform-flag>`` is deprecated, please use
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``CMAKE_CXX_STANDARD=<number>`` instead, or any other valid CMake CXX or CUDA
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standard selection method, like ``target_compile_features``.
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* If you do not request a standard, pybind11 targets will compile with the
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compiler default, but not less than C++11, instead of forcing C++14 always.
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If you depend on the old behavior, please use ``set(CMAKE_CXX_STANDARD 14 CACHE STRING "")``
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instead.
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* Direct ``pybind11::module`` usage should always be accompanied by at least
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``set(CMAKE_CXX_VISIBILITY_PRESET hidden)`` or similar - it used to try to
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manually force this compiler flag (but not correctly on all compilers or with
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CUDA).
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* ``pybind11_add_module``'s ``SYSTEM`` argument is deprecated and does nothing;
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linking now behaves like other imported libraries consistently in both
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config and submodule mode, and behaves like a ``SYSTEM`` library by
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default.
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* If ``PYTHON_EXECUTABLE`` is not set, virtual environments (``venv``,
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``virtualenv``, and ``conda``) are prioritized over the standard search
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(similar to the new FindPython mode).
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In addition, the following changes may be of interest:
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* ``CMAKE_INTERPROCEDURAL_OPTIMIZATION`` will be respected by
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``pybind11_add_module`` if set instead of linking to ``pybind11::lto`` or
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``pybind11::thin_lto``.
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* Using ``find_package(Python COMPONENTS Interpreter Development)`` before
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pybind11 will cause pybind11 to use the new Python mechanisms instead of its
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own custom search, based on a patched version of classic ``FindPythonInterp``
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/ ``FindPythonLibs``. In the future, this may become the default. A recent
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(3.15+ or 3.18.2+) version of CMake is recommended.
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v2.5
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====
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The Python package now includes the headers as data in the package itself, as
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well as in the "headers" wheel slot. ``pybind11 --includes`` and
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``pybind11.get_include()`` report the new location, which is always correct
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regardless of how pybind11 was installed, making the old ``user=`` argument
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meaningless. If you are not using the function to get the location already, you
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are encouraged to switch to the package location.
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v2.2
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====
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Deprecation of the ``PYBIND11_PLUGIN`` macro
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--------------------------------------------
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``PYBIND11_MODULE`` is now the preferred way to create module entry points.
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The old macro emits a compile-time deprecation warning.
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.. code-block:: cpp
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// old
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PYBIND11_PLUGIN(example) {
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py::module m("example", "documentation string");
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m.def("add", [](int a, int b) { return a + b; });
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return m.ptr();
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}
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// new
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PYBIND11_MODULE(example, m) {
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m.doc() = "documentation string"; // optional
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m.def("add", [](int a, int b) { return a + b; });
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}
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New API for defining custom constructors and pickling functions
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---------------------------------------------------------------
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The old placement-new custom constructors have been deprecated. The new approach
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uses ``py::init()`` and factory functions to greatly improve type safety.
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Placement-new can be called accidentally with an incompatible type (without any
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compiler errors or warnings), or it can initialize the same object multiple times
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if not careful with the Python-side ``__init__`` calls. The new-style custom
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constructors prevent such mistakes. See :ref:`custom_constructors` for details.
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.. code-block:: cpp
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// old -- deprecated (runtime warning shown only in debug mode)
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py::class<Foo>(m, "Foo")
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.def("__init__", [](Foo &self, ...) {
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new (&self) Foo(...); // uses placement-new
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});
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// new
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py::class<Foo>(m, "Foo")
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.def(py::init([](...) { // Note: no `self` argument
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return new Foo(...); // return by raw pointer
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// or: return std::make_unique<Foo>(...); // return by holder
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// or: return Foo(...); // return by value (move constructor)
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}));
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Mirroring the custom constructor changes, ``py::pickle()`` is now the preferred
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way to get and set object state. See :ref:`pickling` for details.
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.. code-block:: cpp
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// old -- deprecated (runtime warning shown only in debug mode)
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py::class<Foo>(m, "Foo")
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...
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.def("__getstate__", [](const Foo &self) {
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return py::make_tuple(self.value1(), self.value2(), ...);
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})
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.def("__setstate__", [](Foo &self, py::tuple t) {
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new (&self) Foo(t[0].cast<std::string>(), ...);
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});
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// new
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py::class<Foo>(m, "Foo")
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...
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.def(py::pickle(
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[](const Foo &self) { // __getstate__
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return py::make_tuple(self.value1(), self.value2(), ...); // unchanged
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},
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[](py::tuple t) { // __setstate__, note: no `self` argument
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return new Foo(t[0].cast<std::string>(), ...);
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// or: return std::make_unique<Foo>(...); // return by holder
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// or: return Foo(...); // return by value (move constructor)
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}
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));
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For both the constructors and pickling, warnings are shown at module
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initialization time (on import, not when the functions are called).
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They're only visible when compiled in debug mode. Sample warning:
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.. code-block:: none
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pybind11-bound class 'mymodule.Foo' is using an old-style placement-new '__init__'
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which has been deprecated. See the upgrade guide in pybind11's docs.
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Stricter enforcement of hidden symbol visibility for pybind11 modules
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---------------------------------------------------------------------
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pybind11 now tries to actively enforce hidden symbol visibility for modules.
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If you're using either one of pybind11's :doc:`CMake or Python build systems
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<compiling>` (the two example repositories) and you haven't been exporting any
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symbols, there's nothing to be concerned about. All the changes have been done
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transparently in the background. If you were building manually or relied on
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specific default visibility, read on.
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Setting default symbol visibility to *hidden* has always been recommended for
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pybind11 (see :ref:`faq:symhidden`). On Linux and macOS, hidden symbol
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visibility (in conjunction with the ``strip`` utility) yields much smaller
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module binaries. `CPython's extension docs`_ also recommend hiding symbols
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by default, with the goal of avoiding symbol name clashes between modules.
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Starting with v2.2, pybind11 enforces this more strictly: (1) by declaring
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all symbols inside the ``pybind11`` namespace as hidden and (2) by including
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the ``-fvisibility=hidden`` flag on Linux and macOS (only for extension
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modules, not for embedding the interpreter).
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.. _CPython's extension docs: https://docs.python.org/3/extending/extending.html#providing-a-c-api-for-an-extension-module
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The namespace-scope hidden visibility is done automatically in pybind11's
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headers and it's generally transparent to users. It ensures that:
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* Modules compiled with different pybind11 versions don't clash with each other.
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* Some new features, like ``py::module_local`` bindings, can work as intended.
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The ``-fvisibility=hidden`` flag applies the same visibility to user bindings
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outside of the ``pybind11`` namespace. It's now set automatic by pybind11's
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CMake and Python build systems, but this needs to be done manually by users
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of other build systems. Adding this flag:
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* Minimizes the chances of symbol conflicts between modules. E.g. if two
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unrelated modules were statically linked to different (ABI-incompatible)
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versions of the same third-party library, a symbol clash would be likely
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(and would end with unpredictable results).
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* Produces smaller binaries on Linux and macOS, as pointed out previously.
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Within pybind11's CMake build system, ``pybind11_add_module`` has always been
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setting the ``-fvisibility=hidden`` flag in release mode. From now on, it's
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being applied unconditionally, even in debug mode and it can no longer be opted
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out of with the ``NO_EXTRAS`` option. The ``pybind11::module`` target now also
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adds this flag to its interface. The ``pybind11::embed`` target is unchanged.
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The most significant change here is for the ``pybind11::module`` target. If you
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were previously relying on default visibility, i.e. if your Python module was
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doubling as a shared library with dependents, you'll need to either export
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symbols manually (recommended for cross-platform libraries) or factor out the
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shared library (and have the Python module link to it like the other
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dependents). As a temporary workaround, you can also restore default visibility
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using the CMake code below, but this is not recommended in the long run:
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.. code-block:: cmake
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target_link_libraries(mymodule PRIVATE pybind11::module)
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add_library(restore_default_visibility INTERFACE)
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target_compile_options(restore_default_visibility INTERFACE -fvisibility=default)
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target_link_libraries(mymodule PRIVATE restore_default_visibility)
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Local STL container bindings
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----------------------------
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Previous pybind11 versions could only bind types globally -- all pybind11
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modules, even unrelated ones, would have access to the same exported types.
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However, this would also result in a conflict if two modules exported the
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same C++ type, which is especially problematic for very common types, e.g.
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``std::vector<int>``. :ref:`module_local` were added to resolve this (see
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that section for a complete usage guide).
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``py::class_`` still defaults to global bindings (because these types are
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usually unique across modules), however in order to avoid clashes of opaque
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types, ``py::bind_vector`` and ``py::bind_map`` will now bind STL containers
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as ``py::module_local`` if their elements are: builtins (``int``, ``float``,
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etc.), not bound using ``py::class_``, or bound as ``py::module_local``. For
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example, this change allows multiple modules to bind ``std::vector<int>``
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without causing conflicts. See :ref:`stl_bind` for more details.
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When upgrading to this version, if you have multiple modules which depend on
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a single global binding of an STL container, note that all modules can still
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accept foreign ``py::module_local`` types in the direction of Python-to-C++.
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The locality only affects the C++-to-Python direction. If this is needed in
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multiple modules, you'll need to either:
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* Add a copy of the same STL binding to all of the modules which need it.
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* Restore the global status of that single binding by marking it
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``py::module_local(false)``.
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The latter is an easy workaround, but in the long run it would be best to
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localize all common type bindings in order to avoid conflicts with
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third-party modules.
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Negative strides for Python buffer objects and numpy arrays
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-----------------------------------------------------------
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Support for negative strides required changing the integer type from unsigned
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to signed in the interfaces of ``py::buffer_info`` and ``py::array``. If you
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have compiler warnings enabled, you may notice some new conversion warnings
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after upgrading. These can be resolved using ``static_cast``.
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Deprecation of some ``py::object`` APIs
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---------------------------------------
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To compare ``py::object`` instances by pointer, you should now use
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``obj1.is(obj2)`` which is equivalent to ``obj1 is obj2`` in Python.
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Previously, pybind11 used ``operator==`` for this (``obj1 == obj2``), but
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that could be confusing and is now deprecated (so that it can eventually
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be replaced with proper rich object comparison in a future release).
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For classes which inherit from ``py::object``, ``borrowed`` and ``stolen``
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were previously available as protected constructor tags. Now the types
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should be used directly instead: ``borrowed_t{}`` and ``stolen_t{}``
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(`#771 <https://github.com/pybind/pybind11/pull/771>`_).
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Stricter compile-time error checking
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------------------------------------
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Some error checks have been moved from run time to compile time. Notably,
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automatic conversion of ``std::shared_ptr<T>`` is not possible when ``T`` is
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not directly registered with ``py::class_<T>`` (e.g. ``std::shared_ptr<int>``
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or ``std::shared_ptr<std::vector<T>>`` are not automatically convertible).
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Attempting to bind a function with such arguments now results in a compile-time
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error instead of waiting to fail at run time.
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``py::init<...>()`` constructor definitions are also stricter and now prevent
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bindings which could cause unexpected behavior:
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.. code-block:: cpp
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struct Example {
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Example(int &);
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};
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py::class_<Example>(m, "Example")
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.def(py::init<int &>()); // OK, exact match
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// .def(py::init<int>()); // compile-time error, mismatch
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A non-``const`` lvalue reference is not allowed to bind to an rvalue. However,
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note that a constructor taking ``const T &`` can still be registered using
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``py::init<T>()`` because a ``const`` lvalue reference can bind to an rvalue.
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v2.1
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||
====
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||
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Minimum compiler versions are enforced at compile time
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------------------------------------------------------
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The minimums also apply to v2.0 but the check is now explicit and a compile-time
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error is raised if the compiler does not meet the requirements:
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* GCC >= 4.8
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* clang >= 3.3 (appleclang >= 5.0)
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* MSVC >= 2015u3
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* Intel C++ >= 15.0
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The ``py::metaclass`` attribute is not required for static properties
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---------------------------------------------------------------------
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Binding classes with static properties is now possible by default. The
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zero-parameter version of ``py::metaclass()`` is deprecated. However, a new
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one-parameter ``py::metaclass(python_type)`` version was added for rare
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cases when a custom metaclass is needed to override pybind11's default.
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.. code-block:: cpp
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// old -- emits a deprecation warning
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py::class_<Foo>(m, "Foo", py::metaclass())
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.def_property_readonly_static("foo", ...);
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// new -- static properties work without the attribute
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py::class_<Foo>(m, "Foo")
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.def_property_readonly_static("foo", ...);
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// new -- advanced feature, override pybind11's default metaclass
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py::class_<Bar>(m, "Bar", py::metaclass(custom_python_type))
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...
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v2.0
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||
====
|
||
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Breaking changes in ``py::class_``
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----------------------------------
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These changes were necessary to make type definitions in pybind11
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future-proof, to support PyPy via its ``cpyext`` mechanism (`#527
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<https://github.com/pybind/pybind11/pull/527>`_), and to improve efficiency
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||
(`rev. 86d825 <https://github.com/pybind/pybind11/commit/86d825>`_).
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1. Declarations of types that provide access via the buffer protocol must
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now include the ``py::buffer_protocol()`` annotation as an argument to
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the ``py::class_`` constructor.
|
||
|
||
.. code-block:: cpp
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||
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py::class_<Matrix>("Matrix", py::buffer_protocol())
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.def(py::init<...>())
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.def_buffer(...);
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2. Classes which include static properties (e.g. ``def_readwrite_static()``)
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||
must now include the ``py::metaclass()`` attribute. Note: this requirement
|
||
has since been removed in v2.1. If you're upgrading from 1.x, it's
|
||
recommended to skip directly to v2.1 or newer.
|
||
|
||
3. This version of pybind11 uses a redesigned mechanism for instantiating
|
||
trampoline classes that are used to override virtual methods from within
|
||
Python. This led to the following user-visible syntax change:
|
||
|
||
.. code-block:: cpp
|
||
|
||
// old v1.x syntax
|
||
py::class_<TrampolineClass>("MyClass")
|
||
.alias<MyClass>()
|
||
...
|
||
|
||
// new v2.x syntax
|
||
py::class_<MyClass, TrampolineClass>("MyClass")
|
||
...
|
||
|
||
Importantly, both the original and the trampoline class are now specified
|
||
as arguments to the ``py::class_`` template, and the ``alias<..>()`` call
|
||
is gone. The new scheme has zero overhead in cases when Python doesn't
|
||
override any functions of the underlying C++ class.
|
||
`rev. 86d825 <https://github.com/pybind/pybind11/commit/86d825>`_.
|
||
|
||
The class type must be the first template argument given to ``py::class_``
|
||
while the trampoline can be mixed in arbitrary order with other arguments
|
||
(see the following section).
|
||
|
||
|
||
Deprecation of the ``py::base<T>()`` attribute
|
||
----------------------------------------------
|
||
|
||
``py::base<T>()`` was deprecated in favor of specifying ``T`` as a template
|
||
argument to ``py::class_``. This new syntax also supports multiple inheritance.
|
||
Note that, while the type being exported must be the first argument in the
|
||
``py::class_<Class, ...>`` template, the order of the following types (bases,
|
||
holder and/or trampoline) is not important.
|
||
|
||
.. code-block:: cpp
|
||
|
||
// old v1.x
|
||
py::class_<Derived>("Derived", py::base<Base>());
|
||
|
||
// new v2.x
|
||
py::class_<Derived, Base>("Derived");
|
||
|
||
// new -- multiple inheritance
|
||
py::class_<Derived, Base1, Base2>("Derived");
|
||
|
||
// new -- apart from `Derived` the argument order can be arbitrary
|
||
py::class_<Derived, Base1, Holder, Base2, Trampoline>("Derived");
|
||
|
||
|
||
Out-of-the-box support for ``std::shared_ptr``
|
||
----------------------------------------------
|
||
|
||
The relevant type caster is now built in, so it's no longer necessary to
|
||
include a declaration of the form:
|
||
|
||
.. code-block:: cpp
|
||
|
||
PYBIND11_DECLARE_HOLDER_TYPE(T, std::shared_ptr<T>)
|
||
|
||
Continuing to do so won’t cause an error or even a deprecation warning,
|
||
but it's completely redundant.
|
||
|
||
|
||
Deprecation of a few ``py::object`` APIs
|
||
----------------------------------------
|
||
|
||
All of the old-style calls emit deprecation warnings.
|
||
|
||
+---------------------------------------+---------------------------------------------+
|
||
| Old syntax | New syntax |
|
||
+=======================================+=============================================+
|
||
| ``obj.call(args...)`` | ``obj(args...)`` |
|
||
+---------------------------------------+---------------------------------------------+
|
||
| ``obj.str()`` | ``py::str(obj)`` |
|
||
+---------------------------------------+---------------------------------------------+
|
||
| ``auto l = py::list(obj); l.check()`` | ``py::isinstance<py::list>(obj)`` |
|
||
+---------------------------------------+---------------------------------------------+
|
||
| ``py::object(ptr, true)`` | ``py::reinterpret_borrow<py::object>(ptr)`` |
|
||
+---------------------------------------+---------------------------------------------+
|
||
| ``py::object(ptr, false)`` | ``py::reinterpret_steal<py::object>(ptr)`` |
|
||
+---------------------------------------+---------------------------------------------+
|
||
| ``if (obj.attr("foo"))`` | ``if (py::hasattr(obj, "foo"))`` |
|
||
+---------------------------------------+---------------------------------------------+
|
||
| ``if (obj["bar"])`` | ``if (obj.contains("bar"))`` |
|
||
+---------------------------------------+---------------------------------------------+
|