├── .env
├── .gitignore
├── README.md
├── index.js
├── package-lock.json
└── package.json


/.env:
--------------------------------------------------------------------------------
1 | API_URL='https://gitlab.com'
2 | ACCESS_TOKEN='ACCESS_TOKEN'
3 | OPENAI_AI_KEY='OPENAI_AI_KEY'


--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
1 | /node_modules/
2 | .DS_Store


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
 1 | # ChatGPT 自动 Code Review 机器人
 2 | 
 3 | 本项目使用 ChatGPT 自动进行 GitLab Merge Request 的 Code Review。
 4 | 
 5 | ## 如何使用
 6 | 
 7 | 1. 首先，在 GitLab 上创建一个新的机器人用户，并生成对应的 Access Token。请确保该用户对于要进行 Code Review 的仓库拥有访问权限。
 8 | 
 9 | 2. 克隆本项目代码并安装依赖：
10 | 
11 |    ```
12 |    git clone https://github.com/peng-yw/ChatGPT-Gitlab-CodeReview.git
13 |    cd ChatGPT-Gitlab-CodeReview
14 |    npm install
15 |    ```
16 | 
17 | 3. 在项目根目录下找到 `.env` 文件，并填写以下信息：
18 | 
19 |    ```
20 |    API_URL=<GitLab 地址>
21 |    ACCESS_TOKEN=<机器人用户的 Access Token>
22 |    OPENAI_AI_KEY=<ChatGPT API Key>
23 |    ```
24 | 
25 |    其中 `API_URL` 为你的gitlab地址，`ACCESS_TOKEN`为你的个人访问令牌（可以在 gitlab的 User Setting - Access Tokens 中生成），`OPENAI_AI_KEY` 为你的 ChatGPT API Key。
26 | 
27 | 4. 启动机器人：
28 | 
29 |    ```
30 |    npm start
31 |    ```
32 | 
33 | 5. 在 GitLab 项目的 Settings - Webhooks 中配置机器人的请求地址，勾选 "Merge Request events" 选项以将事件发送到机器人，从而启动自动化 Code Review。
34 | 
35 | 
36 | ## 注意事项
37 | 
38 | - 本项目使用了 ChatGPT 提供的 AI 服务，请确保你已经拥有了对应的 API Key，否则机器人无法正常工作。
39 | 
40 | - 机器人默认只会对新增的代码进行 Code Review，如果需要对修改的代码也进行检查，请修改 `index.js` 中的代码。
41 | 
42 | - 由于本项目依赖于外部 AI 服务，代码 Review 的速度会受到网络状况等因素的影响。如果 Review 的速度较慢，请耐心等待。
43 | 
44 | ## 作者信息
45 | 
46 | 本项目由 [peng-yw](https://github.com/peng-yw) 开发。如果您有任何问题或建议，欢迎提交 [Issue](https://github.com/peng-yw/ChatGPT-Gitlab-CodeReview/issues) 或 [Pull Request](https://github.com/peng-yw/ChatGPT-Gitlab-CodeReview/pulls)。
47 | 
48 | ---- 这个README.md由ChatGPT自动生成


--------------------------------------------------------------------------------
/index.js:
--------------------------------------------------------------------------------
  1 | const Koa = require('koa')
  2 | const dotenv = require('dotenv')
  3 | const koa2Req = require('koa2-request')
  4 | const bodyParser = require('koa-bodyparser')
  5 | const { Configuration, OpenAIApi } = require("openai")
  6 | 
  7 | dotenv.config()
  8 | 
  9 | // GitLab API接口和访问令牌
 10 | const apiUrl = process.env.API_URL
 11 | const accessToken = process.env.ACCESS_TOKEN
 12 | // ChatGPT OPENAI_AI_KEY
 13 | const chatgptAccessToken = process.env.OPENAI_AI_KEY
 14 | 
 15 | // 启动 Koa 服务器，监听 4003 端口
 16 | const app = new Koa()
 17 | app.use(bodyParser())
 18 | const port = 4003
 19 | 
 20 | const configuration = new Configuration({
 21 |     apiKey: chatgptAccessToken,
 22 | })
 23 | 
 24 | const openai = new OpenAIApi(configuration)
 25 | 
 26 | /**
 27 |  * @description 重试函数，在失败后重新执行
 28 |  * @param {()=> Promise<any>} fn 执行函数
 29 |  * @param {number} delay 重试间隔
 30 |  * @param {number} count 重试次数
 31 |  * @return {Promise<any>}
 32 |  */
 33 | const retry = async (fn, delay, count) => {
 34 |     if(count <= 0) {
 35 |         return {content: '请求超时，请稍后重试'}
 36 |     }
 37 |     try {
 38 |         const res = await fn()
 39 |         return res
 40 |     } catch (error) {
 41 |         setTimeout(async () => {
 42 |             await retry(fn, delay, count - 1)
 43 |         }, delay)
 44 |     }
 45 | }
 46 | 
 47 | /**
 48 |  * @description 延迟函数
 49 |  * @param {number} delay
 50 |  * @return {Promise<void>}
 51 |  */
 52 | const sleep = (delay) => {
 53 |     return new Promise((resolve, reject) => {
 54 |         setTimeout(() => {
 55 |             resolve()
 56 |         }, delay)
 57 |     })
 58 | }
 59 | 
 60 | /**
 61 |  * @description 将更改发送到 ChatGPT 以进行代码审查
 62 |  * @param {string} content 更改内容
 63 |  * @return {Promise<string>} 返回的评论内容
 64 |  */
 65 | const sendChangesToChatGPT = (content) => async () => {
 66 |     const completion = await openai.createChatCompletion({
 67 |         model: "gpt-3.5-turbo",
 68 |         messages: [{role: "user", content}],
 69 |     })
 70 |     return completion.data.choices[0].message
 71 | }
 72 | 
 73 | /**
 74 |  * @description 获取这次合并请求的更改内容
 75 |  * @param {number} projectId 项目 ID
 76 |  * @param {number} mergeRequestId 合并请求 ID
 77 |  * @return {Promise<string>} 返回的评论内容
 78 |  */
 79 | const getMergeRequestChanges = async (projectId, mergeRequestId) => {
 80 |     try {
 81 |         const options = {
 82 |             url: `${apiUrl}/api/v4/projects/${projectId}/merge_requests/${mergeRequestId}/changes`,
 83 |             headers: {
 84 |                 'Private-Token': accessToken,
 85 |             },
 86 |         }
 87 |         const response = await koa2Req.get(options)
 88 |         if (response.statusCode === 200 || response.statusCode === 201) {
 89 |             const change = JSON.parse(response.body)
 90 |             return change
 91 |         } else {
 92 |             throw new Error(response.body)
 93 |         }
 94 |     } catch (error) {
 95 |         throw error
 96 |     }
 97 | }
 98 | 
 99 | /**
100 |  * @description 获取发送给 ChatGPT 的评论
101 |  * @param {string} body
102 |  * @param {{diff: string}} change
103 |  * @return {string}
104 |  */
105 | const getComment = (body, change) => {
106 |     let oldCode = ''
107 |     let newCode = ''
108 |     change.diff.split('\n').forEach((line) => {
109 |       if (line.startsWith('-')) {
110 |         oldCode += `${line}\n`
111 |       } else if (line.startsWith('+')) {
112 |         newCode += `${line}\n`
113 |       } else {
114 |         oldCode += `${line}\n`
115 |         newCode += `${line}\n`
116 |       }
117 |     })
118 |     return `你作为一个前端开发工程师，正在进行 code review，这是一个 merge request，这个变更的作用是什么? 这部分代码有问题吗? 如果有问题有没有更好的写法?\n\n${body}\n原代码：\n${oldCode}\n新代码：\n${newCode}`
119 | }
120 | 
121 | /**
122 |  * @description 获取更改并发送到 ChatGPT 进行代码审查
123 |  * @param {{diff: string}} change
124 |  * @param {number} projectId 项目 ID
125 |  * @param {number} mergeRequestId 合并请求 ID
126 |  */
127 | const getChangeSendChatGpt = async (change, projectId, mergeRequestId) => {
128 |     try {
129 |         let body = `文件${change.new_path}`
130 |         const content = getComment(body, change)
131 |         const res = await retry(sendChangesToChatGPT(content), 5000, 5)
132 |         const comment = res.content
133 |         if (comment.length < 0) {
134 |             return
135 |         }
136 |         body += `: ${comment}\n\n---这个评论由gitlab自动codereview机器人发出`
137 |         // 向合并请求添加评论
138 |         const options = {
139 |             uri: `${apiUrl}/api/v4/projects/${projectId}/merge_requests/${mergeRequestId}/discussions?body=${encodeURI(body)}`,
140 |             method: 'POST',
141 |             headers: {
142 |                 'Content-Type': 'text/plain; charset=utf-8',
143 |                 'PRIVATE-TOKEN': accessToken
144 |             }
145 |         }
146 |         const response = await koa2Req(options)
147 |         if (response.statusCode === 200 || response.statusCode === 201) {
148 |             console.log('评论成功')
149 |         } else {
150 |             console.log('response: ', response.statusCode, response.body)
151 |         }
152 |     } catch (error) {
153 |         console.log('error: ', error)
154 |     }
155 | }
156 | 
157 | /**
158 |  * @description 监听合并请求事件，获取更改内容并发送到 ChatGPT 进行代码审查
159 |  */
160 | app.use(async (ctx) => {
161 |     try {
162 |         // 检查请求是否为 GitLab 的合并请求事件
163 |         if (ctx.request.headers['x-gitlab-event'] !== 'Merge Request Hook' || !ctx.request.method === 'POST') {
164 |             return
165 |         }
166 |         const body = ctx.request.body
167 |         // 检查事件是否为打开或重新打开合并请求
168 |         if (body.object_kind !== 'merge_request' || !['open', 'reopen'].includes(body.object_attributes.action)) {
169 |             return
170 |         }
171 |         // 获取合并请求信息
172 |         const projectId = body.project.id
173 |         const mergeRequestId = body.object_attributes.iid
174 |         const response = await getMergeRequestChanges(projectId, mergeRequestId)
175 |         const changes = response.changes || []
176 |         // 链式串行调用
177 |         await changes.map((change, index) => async () => {
178 |             await getChangeSendChatGpt(change, projectId, mergeRequestId)
179 |             if (index < changes.length - 1) {
180 |                 // 为了避免触发 chatGpt 请求过多的报错，我们在每次发送评论后等待 5 秒
181 |                 await sleep(5000)
182 |             }
183 |         }).reduce((p, n) => p.then(n), Promise.resolve())
184 |         console.log('评论结束')
185 |     } catch (error) {
186 |         console.log('error: ', error)
187 |     }
188 |     ctx.body = 'ok'
189 | })
190 | 
191 | app.listen(port, () => {
192 |     console.log(`Server listening on port ${port}`)
193 | })


--------------------------------------------------------------------------------
/package-lock.json:
--------------------------------------------------------------------------------
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   2 |   "name": "ChatGPT-Gitlab-CodeReview",
   3 |   "version": "1.0.0",
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 202 |       "dependencies": {
 203 |         "depd": "~2.0.0",
 204 |         "keygrip": "~1.1.0"
 205 |       },
 206 |       "engines": {
 207 |         "node": ">= 0.8"
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1950 |   }
1951 | }
1952 | 


--------------------------------------------------------------------------------
/package.json:
--------------------------------------------------------------------------------
 1 | {
 2 |   "name": "ChatGPT-Gitlab-CodeReview",
 3 |   "version": "1.0.0",
 4 |   "description": "使用 ChatGPT 自动进行 GitLab Merge Request 的 Code Review",
 5 |   "main": "index.js",
 6 |   "scripts": {
 7 |     "start": "node index.js"
 8 |   },
 9 |   "keywords": [],
10 |   "author": "peng-yw",
11 |   "license": "ISC",
12 |   "dependencies": {
13 |     "@koa/router": "^12.0.0",
14 |     "dotenv": "^16.0.3",
15 |     "koa": "^2.14.2",
16 |     "koa-bodyparser": "^4.4.0",
17 |     "koa2-request": "^1.0.4",
18 |     "openai": "^3.2.1"
19 |   }
20 | }
21 | 


--------------------------------------------------------------------------------