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Wenzel Jakob38bd7112015-07-05 20:05:44 +02001# pybind11 -- Seamless operability between C++11 and Python
2
3**pybind11** is a lightweight header library that exposes C++ types in Python
4and vice versa, mainly to create Python bindings of existing C++ code. Its
5goals and syntax are similar to the excellent
6[Boost.Python](http://www.boost.org/doc/libs/1_58_0/libs/python/doc/) library
7by David Abrahams: to minimize boilerplate code in traditional extension
8modules by inferring type information using compile-time introspection.
9
10The main issue with Boost.Pythonand the reason for creating such a similar
11projectis Boost. Boost is an enormously large and complex suite of utility
12libraries that works with almost every C++ compiler in existence. This
13compatibility has its cost: arcane template tricks and workarounds are
14necessary to support the oldest and buggiest of compiler specimens. Now that
15C++11-compatible compilers are widely available, this heavy machinery has
16become an excessively large and unnecessary dependency.
17
18Think of this library as a tiny self-contained version of Boost.Python with
19everything stripped away that isn't relevant for binding generation. The whole
20codebase requires less than 2000 lines of code and just depends on Python and
21the C++ standard library. This compact implementation was possible thanks to
22some of the new C++11 language features (tuples, lambda functions and variadic
23templates), and by only targeting Python 3.x and higher.
24
25## Core features
26The following C++ features can be mapped to Python
27
28- Functions accepting and returning custom data structures per value, reference, or pointer
29- Instance methods and static methods
30- Overloaded functions
31- Instance attributes and static attributes
32- Exceptions
33- Enumerations
34- Callbacks
35- Custom operators
36- STL data structures
37- Smart pointers with reference counting like `std::shared_ptr`
38- Internal references with correct reference counting
39
40## Goodies
41In addition to the core functionality, pybind11 provides some extra goodies:
42
43- It's easy to expose the internal storage of custom data types through
44 Pythons' buffer protocols. This is handy e.g. for fast conversion between
45 C++ matrix classes like Eigen and NumPy without expensive copy operations.
46
47- Python's slice-based access and assignment operations can be supported with
48 just a few lines of code.
49
50- pybind11 uses C++11 move constructors and move assignment operators whenever
51 possible to efficiently transfer custom data types.
52
53## Limitations
54Various things that Boost.Python can do remain unsupported, e.g.:
55
56- Fine grained exception translation: currently, all exceptions derived from
57 `std::exception` are mapped to a Python `Exception`, but that's it.
58
59- Default arguments in C++ functions are ignored, though their effect can be
60 emulated by binding multiple overloads using anonymous functions.
61
62- Python keyword arguments are not supported in bindings
63
64- Weak pointers are not supported
65
66## What does the binding code look like?
67Here is a simple example. The directory `example` contains many more.
68```C++
69#include <pybind/pybind.h>
70#include <pybind/operators.h>
71
72namespace py = pybind;
73
74/// Example C++ class which should be bound to Python
75class Test {
76public:
77 Test();
78 Test(int value);
79 std::string toString();
80 Test operator+(const Test &e) const;
81
82 void print_dict(py::dict dict) {
83 /* Easily interact with Python types */
84 for (auto item : dict)
85 std::cout << "key=" << item.first << ", "
86 << "value=" << item.second << std::endl;
87 }
88
89 int value = 0;
90};
91
92
93PYTHON_PLUGIN(example) {
94 py::module m("example", "pybind example plugin");
95
96 py::class_<Test>(m, "Test", "docstring for the Test class")
97 .def(py::init<>(), "docstring for constructor 1")
98 .def(py::init<int>(), "docstring for constructor 2")
99 .def(py::self + py::self, "Addition operator")
100 .def("__str__", &Test::toString, "Convert to a string representation")
101 .def("print_dict", &Test::print_dict, "Print a Python dictionary")
102 .def_readwrite("value", &Test::value, "An instance attribute");
103
104 return m.ptr();
105}
106```