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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
【A common used C++ & Python DAG framework】 一个通用的、无三方依赖的、跨平台的、收录于awesome-cpp的、基于流图的并行计算框架。欢迎star & fork & 交流
| Date | Stars |
|---|---|
| 2026-07-24 | 2289 |
| 2026-07-25 | 2289 |
| 2026-07-28 | 2290 |
| 2026-07-30 | 2290 |
| 2026-08-06 | 2292 |
Today
+2 stars today
This week
+2 stars this week
This month
— stars this month
Momentum
25.0
growth rate 0.09%/day
<p align="left">
<a href="https://github.com/ChunelFeng/CGraph"><img src="https://badgen.net/badge/langs/C++,Python/cyan?list=1" alt="languages"></a>
<a href="https://github.com/ChunelFeng/CGraph"><img src="https://badgen.net/badge/os/MacOS,Linux,Windows/cyan?list=1" alt="os"></a>
<a href="https://github.com/ChunelFeng/CGraph/stargazers"><img src="https://badgen.net/github/stars/ChunelFeng/CGraph?color=cyan" alt="stars"></a>
<a href="https://github.com/ChunelFeng/CGraph/network/members"><img src="https://badgen.net/github/forks/ChunelFeng/CGraph?color=cyan" alt="forks"></a>
<a href="https://badge.fury.io/py/pycgraph"><img src="https://badge.fury.io/py/pycgraph.svg" alt="pypi"></a>
<a href="https://pepy.tech/projects/pycgraph"><img src="https://static.pepy.tech/personalized-badge/pycgraph?period=total&units=INTERNATIONAL_SYSTEM&left_color=GRAY&right_color=GREEN&left_text=pypi+downloads" alt="PyPI Downloads"></a>
<a href="https://www.codefactor.io/repository/github/chunelfeng/cgraph/overview/main"><img src="https://www.codefactor.io/repository/github/chunelfeng/cgraph/badge/main" alt="CodeFactor" /></a>
</p>
[](https://github.com/fffaraz/awesome-cpp)
[](https://github.com/521xueweihan/HelloGitHub/blob/master/content/HelloGitHub70.md)
中文 | [English Readme](README_en.md) | [deepwiki](https://deepwiki.com/ChunelFeng/CGraph)
<h1 align="center"> CGraph 说明文档 </h1>
<img align="right" src="https://github.com/ChunelFeng/CGraph/blob/main/doc/image/CGraph%20Author.jpg" width="256px">
><b>CGraph</b> is a cross-platform <b>D</b>irected <b>A</b>cyclic <b>G</b>raph framework based on pure C++ without any 3rd-party dependencies.</br></br>
>You, with it, can <b>build your own operators simply, and describe any running schedules</b> as you need, such as dependence, parallelling, aggregation, conditional and so on. <b>Python APIs</b> are also supported to build your pipeline.</br></br>
>Tutorials and contact information are shown as follows. Please <b>get in touch with us for free</b> if you need more about this repository.
## 一. 简介
`CGraph`中文名为【色丶图】，是一套无任何第三方依赖的跨平台图流程执行框架。通过`GPipeline`(流水线)底层调度，提供了包含依赖元素依次执行、非依赖元素并发执行，支持暂停、恢复、超时设定的 `eDAG` 调度功能。
使用者只需继承`GNode`(节点)类，实现子类的`run()`方法，并根据需要设定依赖关系，即可实现任务的图化执行或流水线执行。还可以通过设定各种包含多节点信息的`GGroup`(组)，自行控制图的条件判断、循环和并发执行逻辑。
<br>
本工程使用纯C++11标准库编写，无任何第三方依赖，兼容`MacOS`、`Linux`、`Windows`和`Android`系统。支持本地编译和二次开发，并且提供`Python`版本：`pycgraph`。编译和安装方法，请参考 [CGraph 编译说明](https://github.com/ChunelFeng/CGraph/blob/main/COMPILE.md ) <br>
详细功能介绍和用法，请参考 [一面之猿网](http://www.chunel.cn/) 中的文章内容。相关视频在B站持续更新中，欢迎观看和交流：<br>
* [【B站视频】CGraph 入门篇](https://www.bilibili.com/video/BV1mk4y1v7XJ) <br>
* [【B站视频】CGraph 功能篇](https://www.bilibili.com/cheese/play/ss22264) <br>
* 全面介绍CGraph项目中，所有的名词术语和功能模块
* 结合实际coding过程，详细介绍了每个功能的具体的使用场景、用法、以及解决的问题
* 适合想要全面了解功能和快速上手使用CGraph的童鞋
* 适合对多线程编程感兴趣的童鞋
* [【B站视频】CGraph 应用篇](https://www.bilibili.com/video/BV1B84y1D7Hs) <br>
* [【B站视频】CGraph 分享篇](https://www.bilibili.com/video/BV1ofLdz5EzX) <br>
----
## 二. 入门Demo
> <b>C++ 版本</b>
```cpp
#include "CGraph.h"
using namespace CGraph;
class MyNode1 : public GNode {
public:
CStatus run() override {
printf("[%s], sleep for 1 second ...\n", this->getName().c_str());
CGRAPH_SLEEP_SECOND(1)
return CStatus();
}
};
class MyNode2 : public GNode {
public:
CStatus run() override {
printf("[%s], sleep for 2 second ...\n", this->getName().c_str());
CGRAPH_SLEEP_SECOND(2)
return CStatus();
}
};
int main() {
/* 创建一个流水线，用于设定和执行流图信息 */
GPipelinePtr pipeline = GPipelineFactory::create();
GElementPtr a, b, c, d = nullptr;
/* 注册节点之间的依赖关系 */
pipeline->registerGElement<MyNode1>(&a, {}, "nodeA");
Excerpt of 17,082 characters
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Chunel · Ex Alibaba · China
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:b44a1918f8809a5f, topic:ai-agents
matched fp:b44a1918f8809a5f, topic:workflow