| .. _py_class_holder: |
| |
| Smart pointers & ``py::class_`` |
| ############################### |
| |
| The binding generator for classes, ``py::class_``, can be passed a template |
| type that denotes a special *holder* type that is used to manage references to |
| the object. If no such holder type template argument is given, the default for |
| a type ``T`` is ``std::unique_ptr<T>``. |
| |
| .. note:: |
| |
| A ``py::class_`` for a given C++ type ``T`` — and all its derived types — |
| can only use a single holder type. |
| |
| |
| .. _smart_holder: |
| |
| ``py::smart_holder`` |
| ==================== |
| |
| Starting with pybind11v3, ``py::smart_holder`` is built into pybind11. It is |
| the recommended ``py::class_`` holder for most situations. However, for |
| backward compatibility it is **not** the default holder, and there are no |
| plans to make it the default holder in the future. |
| |
| It is extremely easy to use the safer and more versatile ``py::smart_holder``: |
| simply add ``py::smart_holder`` to ``py::class_``: |
| |
| * ``py::class_<T>`` to |
| |
| * ``py::class_<T, py::smart_holder>``. |
| |
| .. note:: |
| |
| A shorthand, ``py::classh<T>``, is provided for |
| ``py::class_<T, py::smart_holder>``. The ``h`` in ``py::classh`` stands |
| for **smart_holder** but is shortened for brevity, ensuring it has the |
| same number of characters as ``py::class_``. This design choice facilitates |
| easy experimentation with ``py::smart_holder`` without introducing |
| distracting whitespace noise in diffs. |
| |
| The ``py::smart_holder`` functionality includes the following: |
| |
| * Support for **two-way** Python/C++ conversions for both |
| ``std::unique_ptr<T>`` and ``std::shared_ptr<T>`` **simultaneously**. |
| |
| * Passing a Python object back to C++ via ``std::unique_ptr<T>``, safely |
| **disowning** the Python object. |
| |
| * Safely passing "trampoline" objects (objects with C++ virtual function |
| overrides implemented in Python, see :ref:`overriding_virtuals`) via |
| ``std::unique_ptr<T>`` or ``std::shared_ptr<T>`` back to C++: |
| associated Python objects are automatically kept alive for the lifetime |
| of the smart-pointer. |
| |
| * Full support for ``std::enable_shared_from_this`` (`cppreference |
| <http://en.cppreference.com/w/cpp/memory/enable_shared_from_this>`_). |
| |
| |
| ``std::unique_ptr`` |
| =================== |
| |
| This is the default ``py::class_`` holder and works as expected in |
| most situations. However, handling base-and-derived classes involves a |
| ``reinterpret_cast``, which is, strictly speaking, undefined behavior. |
| Also note that the ``std::unique_ptr`` holder only supports passing a |
| ``std::unique_ptr`` from C++ to Python, but not the other way around. |
| For example, the following code works as expected with ``py::class_<Example>``: |
| |
| .. code-block:: cpp |
| |
| std::unique_ptr<Example> create_example() { return std::unique_ptr<Example>(new Example()); } |
| |
| .. code-block:: cpp |
| |
| m.def("create_example", &create_example); |
| |
| However, this will fail with ``py::class_<Example>`` (but works with |
| ``py::class_<Example, py::smart_holder>``): |
| |
| .. code-block:: cpp |
| |
| void do_something_with_example(std::unique_ptr<Example> ex) { ... } |
| |
| .. note:: |
| |
| The ``reinterpret_cast`` mentioned above is `here |
| <https://github.com/pybind/pybind11/blob/30eb39ed79d1e2eeff15219ac00773034300a5e6/include/pybind11/cast.h#L235>`_. |
| For completeness: The same cast is also applied to ``py::smart_holder``, |
| but that is safe, because ``py::smart_holder`` is not templated. |
| |
| |
| ``std::shared_ptr`` |
| =================== |
| |
| It is possible to use ``std::shared_ptr`` as the holder, for example: |
| |
| .. code-block:: cpp |
| |
| py::class_<Example, std::shared_ptr<Example> /* <- holder type */>(m, "Example"); |
| |
| Compared to using ``py::class_<Example, py::smart_holder>``, there are two noteworthy disadvantages: |
| |
| * Because a ``py::class_`` for a given C++ type ``T`` can only use a |
| single holder type, ``std::unique_ptr<T>`` cannot even be passed from C++ |
| to Python. This will become apparent only at runtime, often through a |
| segmentation fault. |
| |
| * Similar to the ``std::unique_ptr`` holder, the handling of base-and-derived |
| classes involves a ``reinterpret_cast`` that has strictly speaking undefined |
| behavior, although it works as expected in most situations. |
| |
| |
| .. _smart_pointers: |
| |
| Custom smart pointers |
| ===================== |
| |
| For custom smart pointers (e.g. ``c10::intrusive_ptr`` in pytorch), transparent |
| conversions can be enabled using a macro invocation similar to the following. |
| It must be declared at the top namespace level before any binding code: |
| |
| .. code-block:: cpp |
| |
| PYBIND11_DECLARE_HOLDER_TYPE(T, SmartPtr<T>) |
| |
| The first argument of :func:`PYBIND11_DECLARE_HOLDER_TYPE` should be a |
| placeholder name that is used as a template parameter of the second argument. |
| Thus, feel free to use any identifier, but use it consistently on both sides; |
| also, don't use the name of a type that already exists in your codebase. |
| |
| The macro also accepts a third optional boolean parameter that is set to false |
| by default. Specify |
| |
| .. code-block:: cpp |
| |
| PYBIND11_DECLARE_HOLDER_TYPE(T, SmartPtr<T>, true) |
| |
| if ``SmartPtr<T>`` can always be initialized from a ``T*`` pointer without the |
| risk of inconsistencies (such as multiple independent ``SmartPtr`` instances |
| believing that they are the sole owner of the ``T*`` pointer). A common |
| situation where ``true`` should be passed is when the ``T`` instances use |
| *intrusive* reference counting. |
| |
| Please take a look at the :ref:`macro_notes` before using this feature. |
| |
| By default, pybind11 assumes that your custom smart pointer has a standard |
| interface, i.e. provides a ``.get()`` member function to access the underlying |
| raw pointer. If this is not the case, pybind11's ``holder_helper`` must be |
| specialized: |
| |
| .. code-block:: cpp |
| |
| // Always needed for custom holder types |
| PYBIND11_DECLARE_HOLDER_TYPE(T, SmartPtr<T>) |
| |
| // Only needed if the type's `.get()` goes by another name |
| namespace PYBIND11_NAMESPACE { namespace detail { |
| template <typename T> |
| struct holder_helper<SmartPtr<T>> { // <-- specialization |
| static const T *get(const SmartPtr<T> &p) { return p.getPointer(); } |
| }; |
| }} |
| |
| The above specialization informs pybind11 that the custom ``SmartPtr`` class |
| provides ``.get()`` functionality via ``.getPointer()``. |
| |
| .. note:: |
| |
| The two noteworthy disadvantages mentioned under the ``std::shared_ptr`` |
| section apply similarly to custom smart pointer holders, but there is no |
| established safe alternative in this case. |
| |
| .. seealso:: |
| |
| The file :file:`tests/test_smart_ptr.cpp` contains a complete example |
| that demonstrates how to work with custom reference-counting holder types |
| in more detail. |