mirror of
https://github.com/pybind/pybind11.git
synced 2024-11-30 00:47:12 +00:00
9f82370e48
* Expand documentation to include explicit example of py::module::import where one would expect it. * Describe how to use unbound and bound methods to class Python classes. [skip ci]
171 lines
4.7 KiB
ReStructuredText
171 lines
4.7 KiB
ReStructuredText
Python types
|
|
############
|
|
|
|
Available wrappers
|
|
==================
|
|
|
|
All major Python types are available as thin C++ wrapper classes. These
|
|
can also be used as function parameters -- see :ref:`python_objects_as_args`.
|
|
|
|
Available types include :class:`handle`, :class:`object`, :class:`bool_`,
|
|
:class:`int_`, :class:`float_`, :class:`str`, :class:`bytes`, :class:`tuple`,
|
|
:class:`list`, :class:`dict`, :class:`slice`, :class:`none`, :class:`capsule`,
|
|
:class:`iterable`, :class:`iterator`, :class:`function`, :class:`buffer`,
|
|
:class:`array`, and :class:`array_t`.
|
|
|
|
Casting back and forth
|
|
======================
|
|
|
|
In this kind of mixed code, it is often necessary to convert arbitrary C++
|
|
types to Python, which can be done using :func:`py::cast`:
|
|
|
|
.. code-block:: cpp
|
|
|
|
MyClass *cls = ..;
|
|
py::object obj = py::cast(cls);
|
|
|
|
The reverse direction uses the following syntax:
|
|
|
|
.. code-block:: cpp
|
|
|
|
py::object obj = ...;
|
|
MyClass *cls = obj.cast<MyClass *>();
|
|
|
|
When conversion fails, both directions throw the exception :class:`cast_error`.
|
|
|
|
.. _python_libs:
|
|
|
|
Accessing Python libraries from C++
|
|
===================================
|
|
|
|
It is also possible to import objects defined in the Python standard
|
|
library or available in the current Python environment (``sys.path``) and work
|
|
with these in C++.
|
|
|
|
This example obtains a reference to the Python ``Decimal`` class.
|
|
|
|
.. code-block:: cpp
|
|
|
|
// Equivalent to "from decimal import Decimal"
|
|
py::object Decimal = py::module::import("decimal").attr("Decimal");
|
|
|
|
.. code-block:: cpp
|
|
|
|
// Try to import scipy
|
|
py::object scipy = py::module::import("scipy");
|
|
return scipy.attr("__version__");
|
|
|
|
.. _calling_python_functions:
|
|
|
|
Calling Python functions
|
|
========================
|
|
|
|
It is also possible to call Python classes, functions and methods
|
|
via ``operator()``.
|
|
|
|
.. code-block:: cpp
|
|
|
|
// Construct a Python object of class Decimal
|
|
py::object pi = Decimal("3.14159");
|
|
|
|
.. code-block:: cpp
|
|
|
|
// Use Python to make our directories
|
|
py::object os = py::module::import("os");
|
|
py::object makedirs = os.attr("makedirs");
|
|
makedirs("/tmp/path/to/somewhere");
|
|
|
|
One can convert the result obtained from Python to a pure C++ version
|
|
if a ``py::class_`` or type conversion is defined.
|
|
|
|
.. code-block:: cpp
|
|
|
|
py::function f = <...>;
|
|
py::object result_py = f(1234, "hello", some_instance);
|
|
MyClass &result = result_py.cast<MyClass>();
|
|
|
|
.. _calling_python_methods:
|
|
|
|
Calling Python methods
|
|
========================
|
|
|
|
To call an object's method, one can again use ``.attr`` to obtain access to the
|
|
Python method.
|
|
|
|
.. code-block:: cpp
|
|
|
|
// Calculate e^π in decimal
|
|
py::object exp_pi = pi.attr("exp")();
|
|
py::print(py::str(exp_pi));
|
|
|
|
In the example above ``pi.attr("exp")`` is a *bound method*: it will always call
|
|
the method for that same instance of the class. Alternately one can create an
|
|
*unbound method* via the Python class (instead of instance) and pass the ``self``
|
|
object explicitly, followed by other arguments.
|
|
|
|
.. code-block:: cpp
|
|
|
|
py::object decimal_exp = Decimal.attr("exp");
|
|
|
|
// Compute the e^n for n=0..4
|
|
for (int n = 0; n < 5; n++) {
|
|
py::print(decimal_exp(Decimal(n));
|
|
}
|
|
|
|
Keyword arguments
|
|
=================
|
|
|
|
Keyword arguments are also supported. In Python, there is the usual call syntax:
|
|
|
|
.. code-block:: python
|
|
|
|
def f(number, say, to):
|
|
... # function code
|
|
|
|
f(1234, say="hello", to=some_instance) # keyword call in Python
|
|
|
|
In C++, the same call can be made using:
|
|
|
|
.. code-block:: cpp
|
|
|
|
using namespace pybind11::literals; // to bring in the `_a` literal
|
|
f(1234, "say"_a="hello", "to"_a=some_instance); // keyword call in C++
|
|
|
|
Unpacking arguments
|
|
===================
|
|
|
|
Unpacking of ``*args`` and ``**kwargs`` is also possible and can be mixed with
|
|
other arguments:
|
|
|
|
.. code-block:: cpp
|
|
|
|
// * unpacking
|
|
py::tuple args = py::make_tuple(1234, "hello", some_instance);
|
|
f(*args);
|
|
|
|
// ** unpacking
|
|
py::dict kwargs = py::dict("number"_a=1234, "say"_a="hello", "to"_a=some_instance);
|
|
f(**kwargs);
|
|
|
|
// mixed keywords, * and ** unpacking
|
|
py::tuple args = py::make_tuple(1234);
|
|
py::dict kwargs = py::dict("to"_a=some_instance);
|
|
f(*args, "say"_a="hello", **kwargs);
|
|
|
|
Generalized unpacking according to PEP448_ is also supported:
|
|
|
|
.. code-block:: cpp
|
|
|
|
py::dict kwargs1 = py::dict("number"_a=1234);
|
|
py::dict kwargs2 = py::dict("to"_a=some_instance);
|
|
f(**kwargs1, "say"_a="hello", **kwargs2);
|
|
|
|
.. seealso::
|
|
|
|
The file :file:`tests/test_pytypes.cpp` contains a complete
|
|
example that demonstrates passing native Python types in more detail. The
|
|
file :file:`tests/test_callbacks.cpp` presents a few examples of calling
|
|
Python functions from C++, including keywords arguments and unpacking.
|
|
|
|
.. _PEP448: https://www.python.org/dev/peps/pep-0448/
|