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Option for arg/return type hints and correct typing for std::filesystem::path #5450

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2b8de82
Added arg/return type handling.
timohl Nov 24, 2024
7ba983b
Added support for nested arg/return type in py::typing::List
timohl Nov 24, 2024
b4008bb
Added support for arg/return type in stl/filesystem
timohl Nov 24, 2024
bc145b3
Added tests for arg/return type in stl/filesystem and py::typing::List
timohl Nov 24, 2024
a468d37
Added arg/return name to more py::typing classes
timohl Nov 24, 2024
f0b60cb
Added arg/return type to Callable[...]
timohl Nov 24, 2024
7f0f938
Added tests for typing container classes (also nested)
timohl Nov 24, 2024
e8d94ea
Changed typing classes to avoid using C++14 auto return type deduction.
timohl Nov 24, 2024
9042844
Fixed clang-tidy errors.
timohl Nov 24, 2024
c7bcb57
Changed Enable to SFINAE
timohl Nov 24, 2024
251aeb7
Added test for Tuple[T, ...]
timohl Nov 24, 2024
413d685
Added RealNumber with custom caster for testing typing classes.
timohl Nov 25, 2024
66e6644
Added tests for Set, Iterable, Iterator, Union, and Optional
timohl Nov 25, 2024
3199428
Merge branch 'pybind:master' into arg_return_type_hints
timohl Nov 25, 2024
2c17048
Added tests for Callable
timohl Nov 25, 2024
9eb7af9
Fixed Callable with ellipsis test
timohl Nov 25, 2024
9ad445d
Changed TypeGuard/TypeIs to use return type (being the narrower type)…
timohl Nov 25, 2024
c9dab34
Added test for use of fallback type name with stl vector
timohl Nov 25, 2024
28cfd9e
Merge branch 'arg_return_type_hints' of github.com:timohl/pybind11 in…
timohl Nov 25, 2024
eb8e5d1
Updated documentation.
timohl Nov 26, 2024
3c53525
Fixed unnecessary constructor call in test.
timohl Nov 26, 2024
a45f1bd
Fixed reference counting in example type caster.
timohl Nov 26, 2024
5ea6b69
Fixed clang-tidy issues.
timohl Nov 26, 2024
34fe273
Fix for clang-tidy
timohl Nov 26, 2024
e704703
Updated cast method to use pybind11 API rather than Python C API in c…
timohl Nov 30, 2024
fa0a7b1
Updated load to use pybind11 API rather than Python C API in custom c…
timohl Dec 1, 2024
1fe101a
Changed test of arg/return name to use pybind11 API instead of Python…
timohl Dec 1, 2024
562153d
Updated code in adcanced/cast example and improved documentation text
timohl Dec 1, 2024
eea98b2
Fixed references in custom type caster docs
timohl Dec 1, 2024
acb58b3
Fixed wrong logical and operator in test
timohl Dec 1, 2024
bab038d
Fixed wrong logical operator in doc example
timohl Dec 1, 2024
3a78cb4
Added comment to test about `float` vs `float | int`
timohl Dec 2, 2024
6ea4704
Updated std::filesystem::path docs in cast/overview section
timohl Dec 5, 2024
aa21ab5
Remove one stray dot.
rwgk Dec 8, 2024
6b332d4
Merge branch 'master' into arg_return_type_hints
rwgk Dec 8, 2024
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160 changes: 102 additions & 58 deletions docs/advanced/cast/custom.rst
Original file line number Diff line number Diff line change
@@ -1,35 +1,53 @@
Custom type casters
===================

In very rare cases, applications may require custom type casters that cannot be
expressed using the abstractions provided by pybind11, thus requiring raw
Python C API calls. This is fairly advanced usage and should only be pursued by
experts who are familiar with the intricacies of Python reference counting.

The following snippets demonstrate how this works for a very simple ``inty``
type that that should be convertible from Python types that provide a
``__int__(self)`` method.
Some applications may prefer custom type casters that convert between existing
Python types and C++ types, similar to the ``list`` ↔ ``std::vector``
and ``dict`` ↔ ``std::map`` conversions which are built into pybind11.
Implementing custom type casters is fairly advanced usage.
While it is recommended to use the pybind11 API as much as possible, more complex examples may
require familiarity with the intricacies of the Python C API.
You can refer to the `Python/C API Reference Manual <https://docs.python.org/3/c-api/index.html>`_
for more information.

The following snippets demonstrate how this works for a very simple ``Point2D`` type.
We want this type to be convertible to C++ from Python types implementing the
``Sequence`` protocol and having two elements of type ``float``.
When returned from C++ to Python, it should be converted to a Python ``tuple[float, float]``.
For this type we could provide Python bindings for different arithmetic functions implemented
in C++ (here demonstrated by a simple ``negate`` function).

..
PLEASE KEEP THE CODE BLOCKS IN SYNC WITH
tests/test_docs_advanced_cast_custom.cpp
tests/test_docs_advanced_cast_custom.py
Ideally, change the test, run pre-commit (incl. clang-format),
then copy the changed code back here.
Also use TEST_SUBMODULE in tests, but PYBIND11_MODULE in docs.

.. code-block:: cpp

struct inty { long long_value; };
namespace user_space {

void print(inty s) {
std::cout << s.long_value << std::endl;
}
struct Point2D {
double x;
double y;
};

The following Python snippet demonstrates the intended usage from the Python side:
Point2D negate(const Point2D &point) { return Point2D{-point.x, -point.y}; }

.. code-block:: python
} // namespace user_space

class A:
def __int__(self):
return 123

The following Python snippet demonstrates the intended usage of ``negate`` from the Python side:

.. code-block:: python

from example import print
from my_math_module import docs_advanced_cast_custom as m

print(A())
point1 = [1.0, -1.0]
point2 = m.negate(point1)
assert point2 == (-1.0, 1.0)

To register the necessary conversion routines, it is necessary to add an
instantiation of the ``pybind11::detail::type_caster<T>`` template.
Expand All @@ -38,56 +56,82 @@ type is explicitly allowed.

.. code-block:: cpp

namespace PYBIND11_NAMESPACE { namespace detail {
template <> struct type_caster<inty> {
public:
/**
* This macro establishes the name 'inty' in
* function signatures and declares a local variable
* 'value' of type inty
*/
PYBIND11_TYPE_CASTER(inty, const_name("inty"));

/**
* Conversion part 1 (Python->C++): convert a PyObject into a inty
* instance or return false upon failure. The second argument
* indicates whether implicit conversions should be applied.
*/
bool load(handle src, bool) {
/* Extract PyObject from handle */
PyObject *source = src.ptr();
/* Try converting into a Python integer value */
PyObject *tmp = PyNumber_Long(source);
if (!tmp)
namespace pybind11 {
namespace detail {

template <>
struct type_caster<user_space::Point2D> {
// This macro inserts a lot of boilerplate code and sets the default type hint to `tuple`
PYBIND11_TYPE_CASTER(user_space::Point2D, const_name("tuple"));
// `arg_name` and `return_name` may optionally be used to specify type hints separately for
// arguments and return values.
// The signature of our negate function would then look like:
// `negate(Sequence[float]) -> tuple[float, float]`
static constexpr auto arg_name = const_name("Sequence[float]");
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static constexpr auto return_name = const_name("tuple[float, float]");

// C++ -> Python: convert `Point2D` to `tuple[float, float]`. The second and third arguments
// are used to indicate the return value policy and parent object (for
// return_value_policy::reference_internal) and are often ignored by custom casters.
// The return value should reflect the type hint specified by `return_name`.
static handle
cast(const user_space::Point2D &number, return_value_policy /*policy*/, handle /*parent*/) {
return py::make_tuple(number.x, number.y).release();
}

// Python -> C++: convert a `PyObject` into a `Point2D` and return false upon failure. The
// second argument indicates whether implicit conversions should be allowed.
// The accepted types should reflect the type hint specified by `arg_name`.
bool load(handle src, bool /*convert*/) {
// Check if handle is a Sequence
if (!py::isinstance<py::sequence>(src)) {
return false;
}
auto seq = py::reinterpret_borrow<py::sequence>(src);
// Check if exactly two values are in the Sequence
if (seq.size() != 2) {
return false;
}
// Check if each element is either a float or an int
for (auto item : seq) {
if (!py::isinstance<py::float_>(item) and !py::isinstance<py::int_>(item)) {
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return false;
/* Now try to convert into a C++ int */
value.long_value = PyLong_AsLong(tmp);
Py_DECREF(tmp);
/* Ensure return code was OK (to avoid out-of-range errors etc) */
return !(value.long_value == -1 && !PyErr_Occurred());
}
}
value.x = seq[0].cast<double>();
value.y = seq[1].cast<double>();
return true;
}
};

/**
* Conversion part 2 (C++ -> Python): convert an inty instance into
* a Python object. The second and third arguments are used to
* indicate the return value policy and parent object (for
* ``return_value_policy::reference_internal``) and are generally
* ignored by implicit casters.
*/
static handle cast(inty src, return_value_policy /* policy */, handle /* parent */) {
return PyLong_FromLong(src.long_value);
}
};
}} // namespace PYBIND11_NAMESPACE::detail
} // namespace detail
} // namespace pybind11

// Bind the negate function
PYBIND11_MODULE(docs_advanced_cast_custom, m) { m.def("negate", user_space::negate); }

.. note::

A ``type_caster<T>`` defined with ``PYBIND11_TYPE_CASTER(T, ...)`` requires
that ``T`` is default-constructible (``value`` is first default constructed
and then ``load()`` assigns to it).

.. note::
For further information on the ``return_value_policy`` argument of ``cast`` refer to :ref:`return_value_policies`.
To learn about the ``convert`` argument of ``load`` see :ref:`nonconverting_arguments`.

.. warning::

When using custom type casters, it's important to declare them consistently
in every compilation unit of the Python extension module. Otherwise,
in every compilation unit of the Python extension module to satisfy the C++ One Definition Rule
(`ODR <https://en.cppreference.com/w/cpp/language/definition>`_).. Otherwise,
undefined behavior can ensue.

.. note::

Using the type hint ``Sequence[float]`` signals to static type checkers, that not only tuples may be
passed, but any type implementing the Sequence protocol, e.g., ``list[float]``.
Unfortunately, that loses the length information ``tuple[float, float]`` provides.
One way of still providing some length information in type hints is using ``typing.Annotated``, e.g.,
``Annotated[Sequence[float], 2]``, or further add libraries like
`annotated-types <https://github.com/annotated-types/annotated-types>`_.
37 changes: 36 additions & 1 deletion include/pybind11/cast.h
Original file line number Diff line number Diff line change
Expand Up @@ -34,6 +34,39 @@ PYBIND11_WARNING_DISABLE_MSVC(4127)

PYBIND11_NAMESPACE_BEGIN(detail)

// Type trait checker for `descr`
template <typename>
struct is_descr : std::false_type {};

template <size_t N, typename... Ts>
struct is_descr<descr<N, Ts...>> : std::true_type {};

template <size_t N, typename... Ts>
struct is_descr<const descr<N, Ts...>> : std::true_type {};

// Use arg_name instead of name when available
template <typename T, typename SFINAE = void>
struct as_arg_type {
static constexpr auto name = T::name;
};

template <typename T>
struct as_arg_type<T, typename std::enable_if<is_descr<decltype(T::arg_name)>::value>::type> {
static constexpr auto name = T::arg_name;
};

// Use return_name instead of name when available
template <typename T, typename SFINAE = void>
struct as_return_type {
static constexpr auto name = T::name;
};

template <typename T>
struct as_return_type<T,
typename std::enable_if<is_descr<decltype(T::return_name)>::value>::type> {
static constexpr auto name = T::return_name;
};

template <typename type, typename SFINAE = void>
class type_caster : public type_caster_base<type> {};
template <typename type>
Expand Down Expand Up @@ -1078,6 +1111,8 @@ struct pyobject_caster {
return src.inc_ref();
}
PYBIND11_TYPE_CASTER(type, handle_type_name<type>::name);
static constexpr auto arg_name = as_arg_type<handle_type_name<type>>::name;
static constexpr auto return_name = as_return_type<handle_type_name<type>>::name;
};

template <typename T>
Expand Down Expand Up @@ -1606,7 +1641,7 @@ class argument_loader {
"py::args cannot be specified more than once");

static constexpr auto arg_names
= ::pybind11::detail::concat(type_descr(make_caster<Args>::name)...);
= ::pybind11::detail::concat(type_descr(as_arg_type<make_caster<Args>>::name)...);

bool load_args(function_call &call) { return load_impl_sequence(call, indices{}); }

Expand Down
4 changes: 2 additions & 2 deletions include/pybind11/pybind11.h
Original file line number Diff line number Diff line change
Expand Up @@ -330,8 +330,8 @@ class cpp_function : public function {

/* Generate a readable signature describing the function's arguments and return
value types */
static constexpr auto signature
= const_name("(") + cast_in::arg_names + const_name(") -> ") + cast_out::name;
static constexpr auto signature = const_name("(") + cast_in::arg_names
+ const_name(") -> ") + as_return_type<cast_out>::name;
PYBIND11_DESCR_CONSTEXPR auto types = decltype(signature)::types();

/* Register the function with Python from generic (non-templated) code */
Expand Down
2 changes: 2 additions & 0 deletions include/pybind11/stl/filesystem.h
Original file line number Diff line number Diff line change
Expand Up @@ -107,6 +107,8 @@ struct path_caster {
}

PYBIND11_TYPE_CASTER(T, const_name("os.PathLike"));
static constexpr auto arg_name = const_name("Union[os.PathLike, str, bytes]");
static constexpr auto return_name = const_name("Path");
};

#endif // PYBIND11_HAS_FILESYSTEM || defined(PYBIND11_HAS_EXPERIMENTAL_FILESYSTEM)
Expand Down
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