Merge pull request #285 from 16bit-ykiko/pybind11-doc

update document.
This commit is contained in:
BLUELOVETH 2024-06-19 16:10:29 +08:00 committed by GitHub
commit 2d6def4bbd
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
2 changed files with 289 additions and 0 deletions

284
docs/pybind11.md Normal file
View File

@ -0,0 +1,284 @@
# pybind11 user guide
## Quick Start
remember to use `py::scoped_interpreter guard{}` to start the interpreter before using any Python objects. Or explicitly call `py::interpreter::initialize()` and `py::interpreter::finalize()`.
### module
```cpp
#include <pybind11/pybind11.h>
namespace py = pybind11;
PYBIND11_MODULE(example, m) {
m.def("add", [](int a, int b) {
return a + b;
});
auto math = m.def_submodule("math");
}
```
### function
```cpp
int add(int a, int b) { return a + b; }
int add(int a, int b, int c) { return a + b + c; }
void register_function(py::module_& m)
{
m.def("add", py::overload_cast<int, int>(&add));
// support function overload
m.def("add", py::overload_cast<int, int, int>(&add));
// bind with default arguments
m.def("sub", [](int a, int b) {
return a - b;
}, py::arg("a") = 1, py::arg("b") = 2);
// bind *args
m.def("add", [](py::args args) {
int sum = 0;
for (auto& arg : args) {
sum += arg.cast<int>();
}
return sum;
});
// bind **kwargs
m.def("add", [](py::kwargs kwargs) {
int sum = 0;
for (auto item : kwargs) {
sum += item.second.cast<int>();
}
return sum;
});
}
```
### class
```cpp
struct Point
{
const int x;
int y;
public:
Point() : x(0), y(0) {}
Point(int x, int y) : x(x), y(y) {}
Point(const Point& p) : x(p.x), y(p.y) {}
std::string stringfy() const {
return "(" + std::to_string(x) + ", " + std::to_string(y) + ")";
}
};
struct Point3D : Point
{
private:
int z;
public:
Point3D(int x, int y, int z) : Point(x, y), z(z) {}
int get_z() const { return z; }
void set_z(int z) { this->z = z; }
};
void bind_class(py::module_& m)
{
py::class_<Point>(m, "Point")
.def(py::init<>())
.def(py::init<int, int>())
.def(py::init<const Point&>())
.def_readonly("x", &Point::x)
.def_readwrite("y", &Point::y)
.def("__str__", &Point::stringfy);
// only support single inheritance
py::class_<Point3D, Point>(m, "Point3D", py::dynamic_attr())
.def(py::init<int, int, int>())
.def_property("z", &Point3D::get_z, &Point3D::set_z);
// dynamic_attr will enable the dict of bound class
}
```
### operators
```cpp
#include <pybind11/operators.h>
namespace py = pybind11;
struct Int {
int value;
Int(int value) : value(value) {}
Int operator+(const Int& other) const {
return Int(value + other.value);
}
Int operator-(const Int& other) const {
return Int(value - other.value);
}
bool operator==(const Int& other) const {
return value == other.value;
}
bool operator!=(const Int& other) const {
return value != other.value;
}
};
void bind_operators(py::module_& m)
{
py::class_<Int>(m, "Int")
.def(py::init<int>())
.def(py::self + py::self)
.def(py::self - py::self)
.def(py::self == py::self)
.def(py::self != py::self);
// other operators are similar
}
```
### py::object
`py::object` is just simple wrapper around `PyVar`. It supports some convenient methods to interact with Python objects.
here are some common methods:
```cpp
obj.attr("x"); // access attribute
obj[1]; // access item
obj.is_none(); // same as obj is None in Python
obj.is(obj2); // same as obj is obj2 in Python
// operators
obj + obj2; // same as obj + obj2 in Python
// ...
obj == obj2; // same as obj == obj2 in Python
// ...
obj(...); // same as obj.__call__(...)
py::cast(obj); // cast to Python object
obj.cast<T>; // cast to C++ type
py::type::of(obj); // get type of obj
py::type::of<T>(); // get type of T, if T is registered
```
you can also create some builtin objects with their according wrappers:
```cpp
py::bool_ b = {true};
py::int_ i = {1};
py::float_ f = {1.0};
py::str s = {"hello"};
py::list l = {1, 2, 3};
py::tuple t = {1, 2, 3};
// ...
```
## More Examples
More examples please see the test [folder](https://github.com/pocketpy/gsoc-2024-dev/tree/main/pybind11/tests) in the GSoC repository. All tested features are supported.
## Limits and Comparison
This is a feature list of pybind11 for pocketpy. It lists all completed and pending features. It also lists the features that cannot be implemented in the current version of pocketpy.
### [Function](https://pybind11.readthedocs.io/en/stable/advanced/functions.html)
- [x] Function overloading
- [x] Return value policy
- [x] is_prepend
- [x] `*args` and `**kwargs`
- [ ] Keep-alive
- [ ] Call Guard
- [x] Default arguments
- [ ] Keyword-Only arguments
- [ ] Positional-Only arguments
- [ ] Allow/Prohibiting None arguments
### [Class](https://pybind11.readthedocs.io/en/stable/classes.html)
- [x] Creating bindings for a custom type
- [x] Binding lambda functions
- [x] Dynamic attributes
- [x] Inheritance and automatic downcasting
- [x] Enumerations and internal types
- [ ] Instance and static fields
> Binding static fields may never be implemented in pocketpy because it requires a metaclass, which is a heavy and infrequently used feature.
### [Exceptions](https://pybind11.readthedocs.io/en/stable/advanced/exceptions.html)
Need further discussion.
### [Smart pointers](https://pybind11.readthedocs.io/en/stable/advanced/smart_ptrs.html)
- [ ] std::shared_ptr
- [ ] std::unique_ptr
- [ ] Custom smart pointers
### [Type conversions](https://pybind11.readthedocs.io/en/stable/advanced/cast/index.html)
- [x] Python built-in types
- [x] STL Containers
- [ ] Functional
- [ ] Chrono
### [Python C++ interface](https://pybind11.readthedocs.io/en/stable/advanced/pycpp/object.html)
Need further discussion.
- [x] `object`
- [x] `none`
- [x] `type`
- [x] `bool_`
- [x] `int_`
- [x] `float_`
- [x] `str`
- [ ] `bytes`
- [ ] `bytearray`
- [x] `tuple`
- [x] `list`
- [ ] `set`
- [x] `dict`
- [ ] `slice`
- [x] `iterable`
- [x] `iterator`
- [ ] `function`
- [ ] `buffer`
- [ ] `memoryview`
- [x] `capsule`
### [Miscellaneous](https://pybind11.readthedocs.io/en/stable/advanced/misc.html)
- [ ] Global Interpreter Lock (GIL)
- [ ] Binding sequence data types, iterators, the slicing protocol, etc.
- [x] Convenient operators binding
### Differences between CPython and pocketpy
- only `add`, `sub` and `mul` have corresponding right versions in pocketpy. So if you bind `int() >> py::self`, it will has no effect in pocketpy.
- `__new__` and `__del__` are not supported in pocketpy.
- in-place operators, such as `+=`, `-=`, `*=`, etc., are not supported in pocketpy.
- thre return value of `globals` is immutable in pocketpy.

View File

@ -49,6 +49,11 @@ public:
return type_visitor::type<T>();
}
template <typename T>
static type of() {
return type_visitor::type<T>();
}
static type of(const handle& obj) { return type(vm->_t(obj.ptr())); }
};