ICode9

精准搜索请尝试: 精确搜索
首页 > 编程语言> 文章详细

pybind11: C++ 工程如何提供 Python 接口

2020-09-04 07:31:20  阅读:354  来源: 互联网

标签:Tick run pybind11 Python C++ elapsed ms tick


C/C++ 工程提供 Python 接口,有利于融合进 Python 的生态。现在 Python 在应用层,有其得天独厚的优势。尤其因为人工智能和大数据的推波助澜, Python 现在以及未来,将长期是最流行的语言之一。

那 C/C++ 怎么提供 Python 接口呢?

  1. ctypes: C 与 Python 绑定, Python 内建模块
  2. Boost.Python: C++ 与 Python 绑定, Boost 模块
  3. pybind11: C++11 与 Python 绑定, 减去了旧 C++ 支持,更轻量化

本文将介绍 pybind11 的环境准备与入门使用。

环境准备

pybind11 是一个 header-only 的库,换句话说,只需要 C++ 项目里直接 include pybind11 的头文件就能使用。

这里则介绍如何于 CMake 里引入 pybind11 。而更多编译系统的介绍,可见官方文档 Build systems

获取 pybind11

可以 git submodule 添加子模块,最好固定为某个版本:

git submodule add https://github.com/pybind/pybind11.git third_party/pybind11-2.5.0
cd third_party/pybind11-2.5.0/
git checkout tags/v2.5.0

或者,直接获取源码,放进相应子目录即可。

添加进 CMake

CMakeLists.txtadd_subdirectory pybind11 的路径,再用其提供的 pybind11_add_module 就能创建 pybind11 的模块了。

cmake_minimum_required(VERSION 3.1)
project(start-pybind11 VERSION 0.1.0 LANGUAGES C CXX)

set(MY_PYBIND ${MY_CURR}/third_party/pybind11-2.5.0)

add_subdirectory(${MY_PYBIND})
pybind11_add_module(example_pb example_pb.cpp)

如果想在已有 C++ 动态库上扩展 pybind11 绑定,那么 target_link_libraries 链接该动态库就可以了。

target_link_libraries(example_pb PUBLIC example)

绑定一个函数

我们先实现一个 add 函数,

int add(int i, int j) {
  return i + j;
}

为了简化工程,可以直接实现在 example_pb.cpp 里,

#include <pybind11/pybind11.h>

namespace py = pybind11;

int add(int i, int j) {
  return i + j;
}

PYBIND11_MODULE(example_pb, m) {
  m.doc() = "example_pb bindings";

  m.def("add", &add, "A function which adds two numbers");
}

之后,于 CMakeLists.txt 所在目录,执行 cmake 编译就完成了。

示例代码

绑定一个类

我们先实现一个定时触发器的类。使用如下:

#include <iostream>

#include "tick.h"

int main(int argc, char const *argv[]) {
  (void)argc;
  (void)argv;

  Tick tick(500, 5000);

  tick.SetTickEvent([&tick](std::int64_t elapsed_ms) {
    std::cout << "elapsed: " << elapsed_ms << " ms" << std::endl;
    if (elapsed_ms >= 2000) {
      tick.Stop();
    }
  });

  tick.Start();
  tick.WaitLifeOver();
  return 0;
}

运行结果:

$ ./_output/bin/cpp_thread_callback/tick_test
elapsed: 0 ms
elapsed: 500 ms
elapsed: 1000 ms
elapsed: 1500 ms
elapsed: 2000 ms

该类的声明如下:

using TickEvent = std::function<void(std::int64_t elapsed_ms)>;
using TickRunCallback = std::function<void()>;

class Tick {
 public:
  using clock = std::chrono::high_resolution_clock;

  Tick(std::int64_t tick_ms,
       std::int64_t life_ms = std::numeric_limits<std::int64_t>::max());
  Tick(TickEvent tick_event, std::int64_t tick_ms,
       std::int64_t life_ms = std::numeric_limits<std::int64_t>::max(),
       TickRunCallback run_beg = nullptr,
       TickRunCallback run_end = nullptr);
  virtual ~Tick();

  bool IsRunning() const;

  void Start();
  void Stop(bool wait_life_over = false);

  const std::chrono::time_point<clock> &GetTimeStart() const;

  void SetTickEvent(TickEvent &&tick_event);
  void SetTickEvent(const TickEvent &tick_event);

  void SetRunBegCallback(TickRunCallback &&run_beg);
  void SetRunBegCallback(const TickRunCallback &run_beg);

  void SetRunEndCallback(TickRunCallback &&run_end);
  void SetRunEndCallback(const TickRunCallback &run_end);

  void WaitLifeOver();

 protected:
  // ...
};

然后, pybind11 绑定实现如下:

#include <pybind11/pybind11.h>
#include <pybind11/chrono.h>
#include <pybind11/functional.h>

#include <memory>

#include "cpp/cpp_thread_callback/tick.h"

namespace py = pybind11;
using namespace pybind11::literals;  // NOLINT

PYBIND11_MODULE(tick_pb, m) {
  m.doc() = "tick_pb bindings";

  py::class_<Tick, std::shared_ptr<Tick>>(m, "Tick")
    .def(py::init<std::int64_t, std::int64_t>())
    .def(py::init<TickEvent, std::int64_t, std::int64_t,
                  TickRunCallback, TickRunCallback>())
    .def_property_readonly("is_running", &Tick::IsRunning)
    .def("start", &Tick::Start)
    .def("stop", &Tick::Stop, "wait_life_over"_a = false)
    .def("get_time_start", &Tick::GetTimeStart)
    .def("set_tick_event", [](Tick &self, const TickEvent &tick_event) {
      self.SetTickEvent(tick_event);
    })
    .def("set_run_beg_callback", [](Tick &self,
        const TickRunCallback &run_beg) {
      self.SetRunBegCallback(run_beg);
    })
    .def("set_run_end_callback", [](Tick &self,
        const TickRunCallback &run_end) {
      self.SetRunEndCallback(run_end);
    })
    .def("wait_life_over", &Tick::WaitLifeOver,
        py::call_guard<py::gil_scoped_release>());
}

编译出动态库后,把路径添加进 PYTHONPATH

export PYTHONPATH=<path>:$PYTHONPATH

# 依赖其他动态库的话,把路径添加进 LIBRARY_PATH
# Linux
export LD_LIBRARY_PATH=<path>:$LD_LIBRARY_PATH
# macOS
export DYLD_LIBRARY_PATH=<path>:$DYLD_LIBRARY_PATH

之后,就可以于 Python 里调用了:

#!/usr/bin/env python
# -*- coding: utf-8 -*-
# pylint: disable=missing-docstring, import-error
import tick_pb as tick


def _main():
  t = tick.Tick(lambda elapsed_ms: print(f"elapsed: {elapsed_ms} ms"),
                500, 1000,
                lambda: print("run beg"), lambda: print("run end"))
  t.start()
  t.wait_life_over()


if __name__ == "__main__":
  _main()

运行结果:

$ python src/pybind/cpp_thread_callback/tick_test.py
run beg
elapsed: 0 ms
elapsed: 500 ms
elapsed: 1000 ms
run end

示例代码

运行示例代码

获取代码,

git clone https://github.com/ikuokuo/start-pybind11.git

# 获取子模块
cd start-pybind11/
git submodule update --init

编译安装,

# 依赖 cmake

cd start-pybind11/
make install

编译结果,

$ tree _install
_install
├── bin
│   └── cpp_thread_callback
│       └── tick_test
└── lib
    ├── cpp_thread_callback
    │   ├── libtick.0.1.0.dylib
    │   ├── libtick.0.1.dylib -> libtick.0.1.0.dylib
    │   ├── libtick.dylib -> libtick.0.1.dylib
    │   ├── tick_pb.0.1.0.cpython-37m-darwin.so
    │   ├── tick_pb.0.1.cpython-37m-darwin.so -> tick_pb.0.1.0.cpython-37m-darwin.so
    │   └── tick_pb.cpython-37m-darwin.so -> tick_pb.0.1.cpython-37m-darwin.so
    └── first_steps
        ├── first_steps_pb.0.1.0.cpython-37m-darwin.so
        ├── first_steps_pb.0.1.cpython-37m-darwin.so -> first_steps_pb.0.1.0.cpython-37m-darwin.so
        ├── first_steps_pb.cpython-37m-darwin.so -> first_steps_pb.0.1.cpython-37m-darwin.so
        ├── libfirst_steps.0.1.0.dylib
        ├── libfirst_steps.0.1.dylib -> libfirst_steps.0.1.0.dylib
        └── libfirst_steps.dylib -> libfirst_steps.0.1.dylib

5 directories, 13 files

添加路径,

$ source setup.bash first_steps cpp_thread_callback
DYLD_LIBRARY_PATH, PYTHONPATH
+ /Users/John/Workspace/Self/ikuokuo/start-pybind11/_install/lib/first_steps
+ /Users/John/Workspace/Self/ikuokuo/start-pybind11/_install/lib/cpp_thread_callback

运行示例,

$ python src/pybind/cpp_thread_callback/tick_test.py
run beg
elapsed: 0 ms
elapsed: 500 ms
elapsed: 1000 ms
run end

结语

Go coding!

标签:Tick,run,pybind11,Python,C++,elapsed,ms,tick
来源: https://www.cnblogs.com/gocodinginmyway/p/13611559.html

本站声明: 1. iCode9 技术分享网(下文简称本站)提供的所有内容,仅供技术学习、探讨和分享;
2. 关于本站的所有留言、评论、转载及引用,纯属内容发起人的个人观点,与本站观点和立场无关;
3. 关于本站的所有言论和文字,纯属内容发起人的个人观点,与本站观点和立场无关;
4. 本站文章均是网友提供,不完全保证技术分享内容的完整性、准确性、时效性、风险性和版权归属;如您发现该文章侵犯了您的权益,可联系我们第一时间进行删除;
5. 本站为非盈利性的个人网站,所有内容不会用来进行牟利,也不会利用任何形式的广告来间接获益,纯粹是为了广大技术爱好者提供技术内容和技术思想的分享性交流网站。

专注分享技术,共同学习,共同进步。侵权联系[81616952@qq.com]

Copyright (C)ICode9.com, All Rights Reserved.

ICode9版权所有