# MegFlow **Repository Path**: hippodev/MegFlow ## Basic Information - **Project Name**: MegFlow - **Description**: No description available - **Primary Language**: Rust - **License**: Apache-2.0 - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 2 - **Created**: 2021-09-18 - **Last Updated**: 2021-09-18 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README
## MegFlow [![GitHub license](https://img.shields.io/badge/license-apache--2--Clause-brightgreen.svg)](./LICENSE) [![ubuntu](https://img.shields.io/github/workflow/status/MegEngine/MegFlow/ubuntu-x86-cpu?label=ubuntu)](https://github.com/MegEngine/MegFlow/actions/workflows/ubuntu-x86-cpu.yml?query=workflow%3A) [![macos](https://img.shields.io/github/workflow/status/MegEngine/MegFlow/ubuntu-x86-cpu?label=macos)](https://github.com/MegEngine/MegFlow/actions/workflows/macos-x86-cpu.yml?query=workflow%3A) MegFlow 是一个面向视觉应用的流式计算框架, 目标是简单、高性能、帮助机器学习应用快速落地。 ## Features - 基于 [async-std](https://github.com/async-rs/async-std)[features=[tokio1](https://github.com/tokio-rs/tokio)] 的高效异步运行时调度器 - 简洁的基于 [toml](https://toml.io/en/) 的建图描述格式 - 支持静态、动态、共享子图 - 支持 Rust/Python 多语言共存(会 Python 即可) - 支持资源管理(多层级跨任务共享) - 支持异常处理(异常任务会终止所在静态图) - 支持 demux/reorder/transform 等通用函数式组件 - Python 插件内置有栈协程,不依赖 asyncio - 基础测试工具,支持插件沙盒,用于单测插件 ## HowTo * how to build and run * [build with docker](docs/how-to-build-and-run/build-with-docker.zh.md) * [build from source](docs/how-to-build-and-run/build-from-source.zh.md) * [build on win10](docs/how-to-build-and-run/build-on-win10.zh.md) * [generate rtsp](docs/how-to-build-and-run/generate-rtsp.zh.md) * how to use * [add my first service](docs/how-to-add-my-service/01-single-classification-model.zh.md) * [how to optimize and debug](docs/how-to-debug.zh.md) * [how to contribute](docs/how-to-contribute.zh.md) * [FAQ](docs/FAQ.zh.md) ## Current Support List | 系统环境 | 支持情况 | | - | - | | Windows 10 docker | ✔️ | | x86 Ubuntu16.04 有 GPU | ✔️ | | x86 Ubuntu18.04 无 GPU | ✔️ | | x86 macos | ✔️ | | ARM | / | | Python 版本 | 支持情况 | | - | - | | 3.6 | ✔️ | | 3.7 | ✔️ | | 3.8 | ✔️ | | 3.9 | / | ## Built-in Applications * 猫猫围栏 * 电梯电动车报警 ## Coming Soon - 进程级别的节点、子图支持 - 插件自动化测试部署 - 调试工具,建图实时预览 profile 工具 - 性能监控,inspect 工具 - 更多内置应用和组件 ## Contact Us * Issue: github.com/MegEngine/MegFlow/issues * Email: megengine-support@megvii.com * QQ Group: 1029741705 ## License - [Apache 2.0](LICENSE) ## Acknowledgement MegFlow 模型和推理学习了这些项目: * [MegEngine](https://github.com/megengine/megengine) * [onnx](https://github.com/onnx/onnx) * [YOLOX](https://github.com/Megvii-BaseDetection/YOLOX) * [AlignedReID](https://github.com/huanghoujing/AlignedReID-Re-Production-Pytorch) * [MEMD](https://github.com/megvii-research/MEMD) MegFlow Python 使用了下列项目: * [OpenCV](https://github.com/opencv/opencv) * [numpy](https://github.com/numpy/numpy) * [loguru](https://pypi.org/project/loguru/) * [scipy](https://github.com/scipy/scipy) * [redis](https://github.com/redis/redis) MegFlow Rust 使用了以下项目: * [anyhow](https://github.com/dtolnay/anyhow) * [async-std](https://github.com/async-rs/async-std) * [async-channel](https://github.com/smol-rs/async-channel) * [clap](https://github.com/clap-rs/clap) * [concurrent-queue](https://github.com/stjepang/concurrent-queue) * [ctrlc](https://github.com/Detegr/rust-ctrlc.git) * [ctor](https://github.com/mmastrac/rust-ctor) * [dyn-clone](https://github.com/dtolnay/dyn-clone) * [event-listener](https://github.com/stjepang/event-listener) * [ffmpeg-next](https://github.com/zmwangx/rust-ffmpeg) * [hyper](https://github.com/bluss/hyper) * [headers](https://github.com/bluss/headers) * [image](https://github.com/image-rs/image) * [indexmap](https://github.com/bluss/indexmap) * [lazy-static](https://github.com/rust-lang-nursery/lazy-static.rs) * [mime](https://github.com/hyperium/mime) * [numpy](https://github.com/rust-numpy/rust-numpy) * [oneshot](https://github.com/faern/oneshot) * [proc-macro2](https://github.com/dtolnay/proc-macro2) * [pretty-env-logger](https://github.com/seanmonstar/pretty-env-logger) * [pyo3](https://github.com/pyo3/pyo3) * [quote](https://github.com/dtolnay/quote) * [rand](https://github.com/rust-random/rand) * [rweb](https://github.com/kdy1/rweb) * [serde](https://github.com/serde-rs/serde) * [serde_json](https://github.com/serde-rs/json) * [stackful](https://github.com/nbdd0121/stackful) * [syn](https://github.com/dtolnay/syn) * [toml](https://github.com/alexcrichton/toml-rs) * [urlencoding](https://github.com/kornelski/urlencoding) * [warp](https://github.com/seanmonstar/warp)