# aiges **Repository Path**: iflytek/aiges ## Basic Information - **Project Name**: aiges - **Description**: 专为AI能力开发者打造的AI算法模型、引擎的通用服务化工具。 - **Primary Language**: Unknown - **License**: Apache-2.0 - **Default Branch**: grpc - **Homepage**: https://iflytek.github.io/athena_website/ - **GVP Project**: No ## Statistics - **Stars**: 71 - **Forks**: 15 - **Created**: 2022-09-15 - **Last Updated**: 2025-09-18 ## Categories & Tags **Categories**: ai **Tags**: AI, Serving, inference, AI推理, AI服务化 ## README # AI Service Engine [![Forks](https://img.shields.io/github/forks/xfyun/aiges)](https://img.shields.io/github/forks/xfyun/aiges) [![Stars](https://img.shields.io/github/stars/xfyun/aiges)](https://img.shields.io/github/stars/xfyun/aiges) [![Build Status](https://github.com/xfyun/aiges/actions/workflows/build.yaml/badge.svg)](https://github.com/xfyun/aiges/actions/workflows/build.yaml) [![GitHub release](https://img.shields.io/github/v/release/xfyun/aiges)](https://github.com/xfyun/aiges/releases/latest) [![GitHub contributors](https://img.shields.io/github/contributors/xfyun/AthenaServing)](https://github.com/xfyun/AthenaServing/graphs/contributors) [![License: Apache2.0](https://img.shields.io/github/license/xfyun/aiges)](https://github.com/iflytek/aiges/blob/master/LICENSE) ## 官方文档 [👉👉👉点击进入](https://iflytek.github.io/athena_website/) ## 背景 > AIGES是 Athena Serving Framework中的核心组件，它是一个个专为AI能力开发者打造的AI算法模型、引擎的通用封装工具。 > 您可以通过集成AIGES，快速部署AI算法模型、引擎，并托管于Athena Serving Framework，即可使用网络、分发策略、数据处理等配套辅助系统。 > Athena Serving Framework 致力于加速AI算法模型、引擎云服务化，并借助云原生架构，为云服务的稳定提供多重保障。 > 您无需关注底层基础设施及服务化相关的开发、治理和运维，即可高效、安全地对模型、引擎进行部署、升级、扩缩、运营和监控。 ## 上新！！！ [👉👉👉快速了解 Cgo模式GRPC模式区别](https://iflytek.github.io/athena_website/docs/current/%E5%8A%A0%E8%BD%BD%E5%99%A8/Python%E6%8F%92%E4%BB%B6#python%E5%8A%A0%E8%BD%BD%E5%99%A8%E6%8F%92%E4%BB%B6%E6%96%87%E6%A1%A3) ## 整体架构 ![img](https://raw.githubusercontent.com/xfyun/proposals/main/athenaloader/athena.png) ## 使用工作流(AthenaServing) ![img](https://github.com/xfyun/proposals/blob/main/athenaloader/usage.png?raw=true) #### 特性 ☑ 支持模型推理成RPC服务(Serving框架会转成HTTP服务) ☑ 支持C代码推理 ☑ 支持Python代码推理 ☑ 支持once(非流式)推理、流式推理 ☑ 支持配置中心，服务发现 ☑ 支持负载均衡配置 ☑ 支持HTTP/GRPC服务 ☑ Cgo模式/GRPC模式切换 [go 和 python通信方式] #### SDK [👉👉👉Python](https://github.com/xfyun/aiges_python) #### AI协议 参见: [👉👉👉ase-proto](https://github.com/xfyun/ase_protocol) ## 准备环境 python 版本请选用 3.9+ [也可以下载我们的docker镜像](https://github.com/iflytek/aiges/releases/tag/v3.0-alpha11) 如下流程可在容器环境中进行 (无需gpu): ```bash docker run -itd --name mnist2 -p 1889:1888 public.ecr.aws/iflytek-open/aiges-gpu:10.1-1.17-3.9.13-ubuntu1804-v3.0-alpha11 bash ``` 您也可以自己准备环境， 直接下载二进制在您自己的任何环境上运行aiges. ### 0. 装sdk ``` pip3 install aiges==0.5.0 -i https://pypi.python.org/simple``` ### 1. 下载加载器 1. ```wget https://github.com/iflytek/aiges/releases/download/v3.0-alpha11/aiges_3.0-alpha11_linux_amd64.tar.gz``` ## 初始化 python wrapper 项目 通过aiges创建一个名为mnist的项目 ```bash python3 -m aiges create -n mnist ``` ### 2. 初始项目结构 ```bash root# tree mnist/ mnist/ ├── Dockerfile ├── README.md ├── requirements.txt └── wrapper ├── test_data │   └── test.png └── wrapper.py ``` ### 3. 解压加载器 [docker提供的镜像默认有AIservice，您可以用下述命令更新最新的AIservice binary] ```tar zxvf aiges_3.0-alpha11_linux_amd64.tar.gz -C mnist ``` 首次执行: ```bash root@505a3a0e670c:/home/aiges# ./AIservice 加载器运行方法: - 本地模式运行 1: ./AIservice -init , 初始化配置文件 aiges.toml (若存在，则不会替换) 2: ./AIservice -m=0 , 仅用于本地模式运行 3: ./AIservice -mnist , 下载mnistdemo - 配置中心模式 (开源计划删除) - 更多参数选项: 请执行 ./AIservice -h ``` 此时项目结构如下 ```bash ➜ mnist git:(master) ✗ tree -L 3 . . ├── AIservice ├── Dockerfile ├── include │   ├── type.h │   └── wrapper.h ├── library │   ├── libahsc.so │   ├── libIce.so.34 │   └── libIceUtil.so.34 ├── README.md ├── requirements.txt └── wrapper ├── test_data │   └── test.png └── wrapper.py 4 directories, 11 files ``` ### 4. 配置PythonGrpc模式 初始化aiges 配置 顺序执行如下: * ``` export AIGES_PLUGIN_MODE=python``` * ```./AIservice -init``` 【会在当前目录下生成一个 aiges.toml】 * ```./AIservice -m 0 -c aiges.toml -s svcName ``` 启动引擎，此时结果如下:【注意svcName必须和aiges 的section对应,当前默认就是 svcName】 ```bash root@012d31456c50:/home/aiges/mnist# ./AIservice -m 0 -c aiges.toml -s svcName 2022/11/15 18:22:01 widgetpy.go:26: Starting Using Python : config.toml version: 2022/11/15 18:22:01 utils.NewLocalLog success. -> LOGLEVEL:debug, FILENAME:./log/aiges.log, MAXSIZE:3, MAXBACKUPS:3, MAXAGE:3 2022/11/15 18:22:01 host2ip->ip:0.0.0.0,port:5090 2022/11/15 18:22:01 finderSwitch:0,finderSwitchErr: 2022/11/15 18:22:01 about to deal with hermes. 2022/11/15 18:22:02 NewSessionManager success. 2022/11/15 18:22:02 NewSidGenerator success. 2022/11/15 18:22:02 fn:AbleTrace,able:false 2022/11/15 18:22:02 about to deal finder. 2022/11/15 18:22:02 about to deal metrics. 2022/11/15 18:22:02 metrics is disable 2022/11/15 18:22:02 about to deal rateLimiter. 2022/11/15 18:22:02 about to deal vCpuManager. 2022/11/15 18:22:02 about to deal bvtVerifier. 2022/11/15 18:22:02 namespace not set, use default 2022/11/15 18:22:02 bvt is disable header pass list: [] 2022-11-15T18:22:02.476+0800 [WARN] python-plugin: plugin configured with a nil SecureConfig 2022-11-15T18:22:02.477+0800 [DEBUG] python-plugin: starting plugin: path=/bin/sh args=[sh, -c, "/usr/bin/env python -m aiges.serve"] 2022-11-15T18:22:02.478+0800 [DEBUG] python-plugin: plugin started: path=/bin/sh pid=126 2022-11-15T18:22:02.478+0800 [DEBUG] python-plugin: waiting for RPC address: path=/bin/sh 2022-11-15T18:22:02.653+0800 [DEBUG] python-plugin: using plugin: version=1 2022-11-15T18:22:02.655+0800 [DEBUG] python-plugin.stdio: received EOF, stopping recv loop: err="rpc error: code = Unimplemented desc = Method not found!" 2022-11-15T18:22:02.656+0800 [DEBUG] python-plugin.sh: root:wrapperInit:107 - INFO: Importing module from wrapper.py: wrapper 2022-11-15T18:22:02.657+0800 [DEBUG] python-plugin.sh: root:wrapperInit:119 - ERROR: module 'wrapper' has no attribute 'Wrapper' 2022/11/15 18:22:02 grpc.go:20: Call WrapperInit Failed...ret: 30001 ``` 这是因为我们的 wrapper还未准备好 #### 5. 编写推理逻辑wrapper，以mnist项目为例 下载 mnist demo: * ``` ./AIservice -mnist``` 默认会下载 ` https://github.com/iflytek/aiges_demo.git` 项目,并解压到当前目录 `aiges_demo` 如果此命令长时间没有反应，可能是因为GFW问题， 可手动下载 ```https://github.com/iflytek/aiges_demo/archive/refs/tags/v1.0.0.zip``` unzip 解压到当 aiges_demo目录中即可【注意手动解压可能嵌套了一层 aiges_demo_1.0.0目录】。 删除 当前mnist下默认生成的wrapper目录，替换上述的demo * ``` rm -r wrapper``` * ``` cp -ra aiges_demo/mnist/wrapper/ ./ ``` * ``` cp -ra aiges_demo/mnist/requirements.txt mnist/``` * ``` pip install -r requirements.txt``` * ``` export AIGES_PLUGIN_MODE=python``` * ``` export PYTHONPATH=/home/aiges/mnist/wrapper``` * ``` 再次运行引擎 ./AIservice -m 0 -c aiges.toml -s svcName``` 标准输出如下: ```bash 2022/11/15 21:26:29 widgetpy.go:26: Starting Using Python : config.toml version: 2022/11/15 21:26:29 utils.NewLocalLog success. -> LOGLEVEL:debug, FILENAME:./log/aiges.log, MAXSIZE:3, MAXBACKUPS:3, MAXAGE:3 2022/11/15 21:26:29 host2ip->ip:0.0.0.0,port:5090 2022/11/15 21:26:29 finderSwitch:0,finderSwitchErr: 2022/11/15 21:26:29 about to deal with hermes. 2022/11/15 21:26:30 NewSessionManager success. 2022/11/15 21:26:30 NewSidGenerator success. 2022/11/15 21:26:30 fn:AbleTrace,able:false 2022/11/15 21:26:30 about to deal finder. 2022/11/15 21:26:30 about to deal metrics. 2022/11/15 21:26:30 metrics is disable 2022/11/15 21:26:30 about to deal rateLimiter. 2022/11/15 21:26:30 about to deal vCpuManager. 2022/11/15 21:26:30 about to deal bvtVerifier. 2022/11/15 21:26:30 namespace not set, use default 2022/11/15 21:26:30 bvt is disable header pass list: [] [GIN-debug] [WARNING] Creating an Engine instance with the Logger and Recovery middleware already attached. [GIN-debug] [WARNING] Running in "debug" mode. Switch to "release" mode in production. - using env: export GIN_MODE=release - using code: gin.SetMode(gin.ReleaseMode) [GIN-debug] GET /v1/svcName --> github.com/xfyun/aiges/httproto.(*Server).ginHandler.func1 (3 handlers) [GIN-debug] POST /v1/svcName --> github.com/xfyun/aiges/httproto.(*Server).ginHandler.func1 (3 handlers) [GIN-debug] PUT /v1/svcName --> github.com/xfyun/aiges/httproto.(*Server).ginHandler.func1 (3 handlers) [GIN-debug] PATCH /v1/svcName --> github.com/xfyun/aiges/httproto.(*Server).ginHandler.func1 (3 handlers) [GIN-debug] HEAD /v1/svcName --> github.com/xfyun/aiges/httproto.(*Server).ginHandler.func1 (3 handlers) 2022-11-15T21:26:30.116+0800 [WARN] python-plugin: plugin configured with a nil SecureConfig 2022-11-15T21:26:30.116+0800 [DEBUG] python-plugin: starting plugin: path=/bin/sh args=[sh, -c, "/usr/bin/env python -m aiges.serve"] [GIN-debug] OPTIONS /v1/svcName --> github.com/xfyun/aiges/httproto.(*Server).ginHandler.func1 (3 handlers) [GIN-debug] DELETE /v1/svcName --> github.com/xfyun/aiges/httproto.(*Server).ginHandler.func1 (3 handlers) [GIN-debug] CONNECT /v1/svcName --> github.com/xfyun/aiges/httproto.(*Server).ginHandler.func1 (3 handlers) [GIN-debug] TRACE /v1/svcName --> github.com/xfyun/aiges/httproto.(*Server).ginHandler.func1 (3 handlers) [GIN-debug] GET /test.json --> github.com/xfyun/aiges/httproto.getDemo (3 handlers) 2022-11-15T21:26:30.116+0800 [DEBUG] python-plugin: plugin started: path=/bin/sh pid=1081 2022-11-15T21:26:30.116+0800 [DEBUG] python-plugin: waiting for RPC address: path=/bin/sh [GIN-debug] GET /swagger/*any --> github.com/swaggo/gin-swagger.CustomWrapHandler.func1 (3 handlers) 2022-11-15T21:26:30.242+0800 [DEBUG] python-plugin: using plugin: version=1 2022-11-15T21:26:30.244+0800 [DEBUG] python-plugin.stdio: received EOF, stopping recv loop: err="rpc error: code = Unimplemented desc = Method not found!" 2022-11-15T21:26:30.245+0800 [DEBUG] python-plugin.sh: root:wrapperInit:107 - INFO: Importing module from wrapper.py: wrapper 2022-11-15T21:26:31.642+0800 [DEBUG] python-plugin.sh: root:_check_path:151 - WARNING: 2022-11-15T21:26:31.643+0800 [DEBUG] python-plugin.sh: root:wrapperInit:112 - INFO: User Wrapper newed Success.. starting call user init functions... 2022-11-15T21:26:31.643+0800 [DEBUG] python-plugin.sh: root:wrapperInit:85 - INFO: Initializing ... 2022-11-15T21:26:31.666+0800 [DEBUG] python-plugin.sh: root:wrapperSchema:141 - INFO: Entering warpperSchema ... 2022-11-15T21:26:31.672+0800 [DEBUG] python-plugin.sh: root:test_value:233 - WARNING: test_data/0.png not exist.. check 2022-11-15T21:26:31.672+0800 [DEBUG] python-plugin.sh: root:schema:434 - INFO: Genrating Schema... aiService.Init: init success! 2022/11/15 21:26:31 about to x.run 2022/11/15 21:26:31 about init interceptor 2022/11/15 21:26:31 success init interceptor 2022/11/15 21:26:31 about to call grpc.NewServer(opts...),maxRecv:4194304,maxSend:4194304 2022/11/15 21:26:31 about to call utils.RegisterXsfCallServer(x.grpcserver, srv) 2022/11/15 21:26:31 about to call reflection.Register(x.grpcserver) 2022/11/15 21:26:31 about to exec userCallback 2022/11/15 21:26:31 deal with UserHighPriority 2022/11/15 21:26:31 deal with UserNormalPriority 2022/11/15 21:26:31 deal with UserLowPriority 2022/11/15 21:26:31 about to call x.grpcserver.Serve 2022/11/15 21:26:31 about to check if the grpc service([::]:5090) is started 2022/11/15 21:26:31 grpc server([::]:5090) started successfully 2022/11/15 21:26:31 bvtVerifierInst is disable,ignore... 2022/11/15 21:26:31 about to call finderadapter.Register([::]:5090) 2022/11/15 21:26:31 about to exec fcDelayInst 2022/11/15 21:26:31 about to call fc delay task 2022/11/15 21:26:31 blocking for grpcserver.Serve ``` 默认监听 http端口是: 1888, 可从aiges.toml文件中看到 ### 5. Postman调试 * api地址: http://youIP:1888/v1/svcName [具体地址可以访问 http://youIP:1888 swagger进行查看] * post方式请求: body 部分 ```json { "header":{ "appid":"123456", "uid":"39769795890", "did":"SR082321940000200", "imei":"8664020318693660", "imsi":"4600264952729100", "mac":"6c:92:bf:65:c6:14", "net_type":"wifi", "net_isp":"CMCC", "status":3, "res_id":"" }, "parameter":{ "svcName":{ "result":{ "encoding":"utf8", "compress":"raw", "format":"plain", "data_type": "text" } } }, "payload":{ "img":{ "encoding":"jpg", "status":3, "image":"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" } } } ``` 返回响应 ```bash { "header": { "code": 0, "sid": "0d9115af-0c6b-4526-a539-05b3c8aa9cfa", "status": 3 }, "payload": { "result": { "compress": "raw", "encoding": "utf8", "format": "plain", "seq": "0", "status": "3", "text":"{\"result\": 7, \"msg\": \"\识\别\结\果\为\数\字: 7\"}" } } } ``` ### 6. swagger调试mnist 当前默认集成了 swagger2.0 for openapi3.0. 启动后访问: ```http://:1888``` 如下图: ![img](./doc/swagger.jpg) Try it out ! 可以复制上述 postman部分的 body进行请求。 ![img2](./doc/swagger2.jpg.png) 可以看到识别结果返回 * 至此，单独的aiges加载器完成基本运行 由于alpha 是裁剪后，并刚刚合并了 http接口部分，很多功能还不完善，但是基本可以托管能力 目前已知问题: * python进程退出未做处理，需要跟随父进程自动退出 * 部分运行异常暂时没时间处理 ## 联系我们 * focus on: [![ifly](https://avatars.githubusercontent.com/u/26786495?s=96&v=4)](https://github.com/iflytek) * contact: ![weixin](https://raw.githubusercontent.com/berlinsaint/readme/main/weixin_ybyang.jpg) **注意备注来源: 开源**