├── .env.example ├── .gitignore ├── README.md ├── package.json ├── pnpm-lock.yaml ├── prisma └── schema.prisma ├── src ├── grab │ ├── constants.ts │ ├── filter.ts │ ├── index.ts │ └── routes │ │ ├── ele-duck.ts │ │ ├── ruanyf.ts │ │ └── v2ex.ts ├── lib │ ├── db.ts │ ├── generative-ai-js │ │ ├── errors.ts │ │ ├── gen-ai.ts │ │ ├── index.ts │ │ ├── methods │ │ │ ├── chat-session.ts │ │ │ ├── count-tokens.ts │ │ │ ├── embed-content.ts │ │ │ └── generate-content.ts │ │ ├── models │ │ │ └── generative-model.ts │ │ ├── requests │ │ │ ├── request-helpers.ts │ │ │ ├── request.ts │ │ │ ├── response-helpers.ts │ │ │ └── stream-reader.ts │ │ └── types │ │ │ ├── content.ts │ │ │ ├── enums.ts │ │ │ ├── index.ts │ │ │ ├── requests.ts │ │ │ └── responses.ts │ ├── logger.ts │ ├── utils.ts │ └── with-ai │ │ └── analysis.ts └── main.ts └── tsconfig.json /.env.example: -------------------------------------------------------------------------------- 1 | NODE_ENV="development" 2 | 3 | # Prisma 4 | # https://www.prisma.io/docs/reference/database-reference/connection-urls#env 5 | DATABASE_URL="postgresql://x-hiring:password@x.x.x.x:5432/x-hiring?sslmode=false" 6 | 7 | # AI 8 | GEMINI_AI_API_KEY="token" 9 | 10 | # GithubToken 11 | GITHUB_TOKEN="ghp_xxx" 12 | 13 | # Local fetch proxy options 14 | # LOCAL_FETCH_PROXY="http://127.0.0.1:7890" 15 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # See https://help.github.com/articles/ignoring-files/ for more about ignoring files. 2 | 3 | # dependencies 4 | /node_modules 5 | 6 | # database 7 | /prisma/db.sqlite 8 | /prisma/db.sqlite-journal 9 | 10 | # production 11 | /build 12 | 13 | # misc 14 | .DS_Store 15 | *.pem 16 | 17 | # debug 18 | npm-debug.log* 19 | yarn-debug.log* 20 | yarn-error.log* 21 | .pnpm-debug.log* 22 | 23 | # local env files 24 | # do not commit any .env files to git, except for the .env.example file. https://create.t3.gg/en/usage/env-variables#using-environment-variables 25 | .env 26 | .env*.local 27 | 28 | # typescript 29 | *.tsbuildinfo 30 | 31 | dist 32 | logs 33 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # x-hiring grab script 2 | 3 | 🤗 每日最新招聘信息，使用 Google AI 提取摘要 4 | 5 | - V2EX 抓取 6 | - 电鸭抓取 7 | - GoogleGemini 摘要分析 8 | 9 | ## ⌨️ 安装&运行 10 | 11 | 配置环境变量。 在根目录创建 `.env` 文件(参考 `.env.example`)， 之后复制下面内容 12 | 13 | ```txt 14 | # Prisma postgresql 数据库 15 | DATABASE_URL="postgresql://x-hiring:password@0.0.0.0:5432/x-hiring" 16 | 17 | # Google Gemini AI 18 | GEMINI_AI_API_KEY="api_token" 19 | 20 | # 本地代理 （可选） 21 | LOCAL_FETCH_PROXY="http://127.0.0.1:7890" 22 | ``` 23 | 24 | ```shell 25 | npm install 26 | npm run dev 27 | ``` 28 | -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "x-hiring-grab", 3 | "version": "1.0.0", 4 | "main": "dist/index.js", 5 | "scripts": { 6 | "dev": "npx tsx src/main.ts", 7 | "start": "npm run build && node dist/main.cjs", 8 | "build": "tsup src/main.ts --format cjs", 9 | "postinstall": "prisma generate" 10 | }, 11 | "dependencies": { 12 | "@prisma/client": "^5.6.0", 13 | "cheerio": "1.0.0-rc.12", 14 | "cron": "^3.1.6", 15 | "dotenv": "^16.4.4", 16 | "https-proxy-agent": "^7.0.4", 17 | "node-fetch": "^3.3.2", 18 | "tsup": "^8.0.2", 19 | "winston": "^3.11.0", 20 | "winston-daily-rotate-file": "^5.0.0", 21 | "@octokit/core": "^6.1.2" 22 | }, 23 | "devDependencies": { 24 | "@types/node": "^20.11.19", 25 | "prisma": "^5.6.0", 26 | "tsx": "^4.7.1", 27 | "typescript": "^5.3.3" 28 | } 29 | } 30 | -------------------------------------------------------------------------------- /pnpm-lock.yaml: 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1656 | ansi-styles: 4.3.0 1657 | string-width: 4.2.3 1658 | strip-ansi: 6.0.1 1659 | dev: false 1660 | 1661 | /wrap-ansi@8.1.0: 1662 | resolution: {integrity: sha512-si7QWI6zUMq56bESFvagtmzMdGOtoxfR+Sez11Mobfc7tm+VkUckk9bW2UeffTGVUbOksxmSw0AA2gs8g71NCQ==} 1663 | engines: {node: '>=12'} 1664 | dependencies: 1665 | ansi-styles: 6.2.1 1666 | string-width: 5.1.2 1667 | strip-ansi: 7.1.0 1668 | dev: false 1669 | 1670 | /yaml@2.3.4: 1671 | resolution: {integrity: sha512-8aAvwVUSHpfEqTQ4w/KMlf3HcRdt50E5ODIQJBw1fQ5RL34xabzxtUlzTXVqc4rkZsPbvrXKWnABCD7kWSmocA==} 1672 | engines: {node: '>= 14'} 1673 | dev: false 1674 | -------------------------------------------------------------------------------- /prisma/schema.prisma: -------------------------------------------------------------------------------- 1 | // This is your Prisma schema file, 2 | // learn more about it in the docs: https://pris.ly/d/prisma-schema 3 | 4 | generator client { 5 | provider = "prisma-client-js" 6 | } 7 | 8 | datasource db { 9 | provider = "postgresql" 10 | url = env("DATABASE_URL") 11 | relationMode = "prisma" 12 | } 13 | 14 | enum OriginSite { 15 | V2EX 16 | ELE_DUCK 17 | RUANYF 18 | } 19 | 20 | model Job { 21 | id String @id @default(cuid()) 22 | originId String 23 | originUrl String 24 | originSite OriginSite 25 | originTitle String 26 | originContent String? @db.Text 27 | originCreateAt DateTime? 28 | originUsername String? 29 | originUserAvatar String? 30 | syncAt DateTime @default(now()) 31 | invalid Boolean @default(false) 32 | 33 | title String? 34 | tags String[] 35 | generatedContent String? @db.Text 36 | generatedAt DateTime? 37 | 38 | showCount Int @default(0) 39 | 40 | @@unique([originId, originSite]) 41 | @@map("job") 42 | } 43 | -------------------------------------------------------------------------------- /src/grab/constants.ts: -------------------------------------------------------------------------------- 1 | export const grabHeaders = { 2 | "User-Agent": 3 | "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/89.0.142.86 Safari/537.36", 4 | }; 5 | 6 | export const V2EX_LIST_URL = `https://www.v2ex.com/go/jobs?p=`; 7 | export const V2EX_DETAIL_URL = `https://www.v2ex.com/t/`; 8 | 9 | export const ELE_DUCK_LIST_URL = `https://eleduck.com/?sort=new&page=`; 10 | export const ELE_DUCK_DETAIL_URL = `https://eleduck.com/posts/`; 11 | 12 | export const RUANYF_OWNER = "ruanyf"; 13 | export const RUANYF_REPO = "weekly"; 14 | export const RUANYF_TITLE_PREFIX = "谁在招人"; 15 | -------------------------------------------------------------------------------- /src/grab/filter.ts: -------------------------------------------------------------------------------- 1 | const excludeJobKeyword = ['求职'] 2 | 3 | export function isAvailableContent(text: string) { 4 | if (!text) { 5 | return false 6 | } 7 | if (excludeJobKeyword.some((keyword) => text.includes(keyword))) { 8 | return false 9 | } 10 | return true 11 | } 12 | 13 | const excludeTagKeyword = ['----', ''] 14 | 15 | export function filterAvailableTags(tags: string[] = []) { 16 | return tags.filter((tag) => !excludeTagKeyword.includes(tag)) 17 | } 18 | 19 | const eleDuckExcludeCategory = [ 20 | 'jd', // 招聘 21 | 'talent', // 人才库 22 | 'upwork' // Upwork 23 | ] 24 | 25 | export function isAvailableCategory(code: string) { 26 | if (eleDuckExcludeCategory.includes(code)) { 27 | return true 28 | } 29 | return false 30 | } 31 | 32 | 33 | -------------------------------------------------------------------------------- /src/grab/index.ts: -------------------------------------------------------------------------------- 1 | import { db } from "../lib/db"; 2 | import { withAiAnalysis } from "../lib/with-ai/analysis"; 3 | import { 4 | type EleDuckArticle, 5 | eleDuckDetailRoute, 6 | eleDuckListRoute, 7 | } from "./routes/ele-duck"; 8 | import { 9 | type V2EXArticle, 10 | v2exDetailRoute, 11 | v2exListRoute, 12 | } from "./routes/v2ex"; 13 | import { randomInt, sleep } from "../lib/utils"; 14 | import { 15 | filterAvailableTags, 16 | isAvailableCategory, 17 | isAvailableContent, 18 | } from "./filter"; 19 | import logger from "../lib/logger"; 20 | import { RuanyfComment, ruanyfListRoute } from "./routes/ruanyf"; 21 | 22 | // 同步比较最小判断数 23 | const MIN_SYNC_DIFF = 5; 24 | 25 | // 最大单次同步数 26 | const MAX_SYNC_CHECK = 300; 27 | 28 | const v2exDataCapture = async () => { 29 | try { 30 | const latestSlice = await db.job.findMany({ 31 | select: { 32 | id: true, 33 | originId: true, 34 | }, 35 | where: { 36 | originSite: "V2EX", 37 | }, 38 | orderBy: { 39 | originCreateAt: "desc", 40 | }, 41 | take: MAX_SYNC_CHECK, 42 | }); 43 | if (latestSlice.length === 0) { 44 | // 第一次抓取 45 | logger.info("[V2EX] 第一次抓取"); 46 | } 47 | const savedOriginIds = latestSlice.map((item) => item.originId); 48 | 49 | let page = 1; 50 | const fetchArticles = new Map(); 51 | const syncedIds: string[] = []; 52 | 53 | // 遍历抓取 54 | while (true) { 55 | if (syncedIds.length > MIN_SYNC_DIFF) { 56 | break; 57 | } 58 | if (fetchArticles.size > MAX_SYNC_CHECK) { 59 | break; 60 | } 61 | 62 | // 列表 63 | const articles = await v2exListRoute(page.toString()); 64 | if (!articles?.length) { 65 | logger.warn("[V2EX] 未抓取到文章"); 66 | break; 67 | } 68 | 69 | // 同步判断 70 | articles.forEach((article) => { 71 | const syncIdx = savedOriginIds.indexOf(article.id); 72 | if (syncIdx === -1) { 73 | logger.info(`[V2EX] 未同步过 ${article.id}`); 74 | fetchArticles.set(article.id, article); 75 | } else { 76 | logger.warn(`[V2EX] 已同步过 ${article.id}`); 77 | syncedIds.push(article.id); 78 | } 79 | }); 80 | 81 | page += 1; 82 | // 等待⌛️ 83 | await sleep(randomInt(500, 1000)); 84 | } 85 | 86 | if (!fetchArticles.size) { 87 | logger.warn("[V2EX] 无新文章"); 88 | return; 89 | } 90 | 91 | logger.info(`[V2EX] 新文章数量 ${fetchArticles.size}`); 92 | 93 | // 详情 94 | for (const article of fetchArticles.values()) { 95 | const saveInvalid = async () => { 96 | logger.warn(`[V2EX] 文章摘要无效 ${article.id}`); 97 | const articleData = await db.job.create({ 98 | data: { 99 | originSite: "V2EX", 100 | originId: article.id, 101 | originUrl: article.href, 102 | originTitle: article.title, 103 | invalid: true, 104 | }, 105 | }); 106 | logger.info(`[V2EX] 无效文章数据已保存 ${articleData.id}`); 107 | }; 108 | // 判断招聘是否有效 109 | if (!isAvailableContent(article.title)) { 110 | await saveInvalid(); 111 | continue; 112 | } 113 | 114 | logger.info(`[V2EX] 查询文章详情 ${article.id}`); 115 | const abstract = await v2exDetailRoute(article.id); 116 | if (!abstract) { 117 | await saveInvalid(); 118 | continue; 119 | } 120 | logger.info(`[V2EX] 分析文章摘要 ${article.id}`); 121 | const analysis = await withAiAnalysis( 122 | `${article.title}\n${abstract.content}` 123 | ); 124 | 125 | if ( 126 | !analysis?.title.trim() || 127 | !analysis.content || 128 | analysis.content === "无" 129 | ) { 130 | await saveInvalid(); 131 | await sleep(randomInt(500, 1000)); 132 | continue; 133 | } 134 | 135 | logger.info(`[V2EX] 保持文章到数据库 ${article.id}`); 136 | const articleData = await db.job.create({ 137 | data: { 138 | originSite: "V2EX", 139 | originId: article.id, 140 | originUrl: article.href, 141 | originTitle: article.title, 142 | originContent: abstract.content, 143 | originCreateAt: new Date(abstract.createdAt), 144 | originUsername: article.authorName, 145 | originUserAvatar: article.authorAvatar, 146 | title: analysis.title, 147 | tags: filterAvailableTags(analysis.tags), 148 | generatedContent: analysis.content, 149 | generatedAt: new Date(), 150 | }, 151 | }); 152 | 153 | logger.info(`[V2EX] 文章数据已保存 ${articleData.id}`); 154 | // 等待⌛️ 155 | await sleep(randomInt(800, 1200)); 156 | } 157 | } catch (err) { 158 | console.error("[V2EX] 抓取失败 error", err); 159 | } 160 | }; 161 | 162 | const eleDuckDataCapture = async () => { 163 | try { 164 | const latestSlice = await db.job.findMany({ 165 | select: { 166 | id: true, 167 | originId: true, 168 | }, 169 | where: { 170 | originSite: "ELE_DUCK", 171 | }, 172 | orderBy: { 173 | originCreateAt: "desc", 174 | }, 175 | take: MAX_SYNC_CHECK, 176 | }); 177 | if (latestSlice.length === 0) { 178 | // 第一次抓取 179 | logger.info("[ELE_DUCK] 第一次抓取"); 180 | } 181 | const savedOriginIds = latestSlice.map((item) => item.originId); 182 | 183 | let page = 1; 184 | const fetchArticles = new Map(); 185 | const syncedIds: string[] = []; 186 | 187 | // 列表 188 | while (true) { 189 | if (syncedIds.length > MIN_SYNC_DIFF) { 190 | break; 191 | } 192 | if (fetchArticles.size > MAX_SYNC_CHECK) { 193 | break; 194 | } 195 | 196 | const articles = await eleDuckListRoute(page.toString()); 197 | if (!articles?.length) { 198 | logger.warn("[ELE_DUCK] 未抓取到文章"); 199 | break; 200 | } 201 | 202 | // 同步判断 203 | articles.forEach((article) => { 204 | const syncIdx = savedOriginIds.indexOf(article.id); 205 | if (syncIdx === -1) { 206 | logger.info(`[ELE_DUCK] 未同步过 ${article.id}`); 207 | fetchArticles.set(article.id, article); 208 | } else { 209 | logger.warn(`[ELE_DUCK] 已同步过 ${article.id}`); 210 | syncedIds.push(article.id); 211 | } 212 | }); 213 | 214 | page += 1; 215 | // 等待⌛️ 216 | await sleep(randomInt(500, 1000)); 217 | } 218 | 219 | if (!fetchArticles.size) { 220 | logger.warn("无新文章"); 221 | return; 222 | } 223 | 224 | logger.info(`[ELE_DUCK] 新文章数量 ${fetchArticles.size}`); 225 | 226 | // 详情 227 | for (const article of fetchArticles.values()) { 228 | const saveInvalid = async () => { 229 | logger.warn(`[ELE_DUCK] 文章摘要无效 ${article.id}`); 230 | const articleData = await db.job.create({ 231 | data: { 232 | originSite: "ELE_DUCK", 233 | originId: article.id, 234 | originUrl: article.href, 235 | originTitle: article.title, 236 | invalid: true, 237 | }, 238 | }); 239 | logger.info(`[ELE_DUCK] 无效文章数据已保存 ${articleData.id}`); 240 | await sleep(randomInt(500, 1000)); 241 | }; 242 | 243 | // 判断招聘是否有效 244 | if (!isAvailableCategory(article.category)) { 245 | await saveInvalid(); 246 | continue; 247 | } 248 | 249 | logger.info(`[ELE_DUCK] 查询文章详情 ${article.id}`); 250 | const abstract = await eleDuckDetailRoute(article.id); 251 | if (!abstract) { 252 | await saveInvalid(); 253 | continue; 254 | } 255 | logger.info(`[ELE_DUCK] 分析文章摘要 ${article.id}`); 256 | const analysis = await withAiAnalysis( 257 | `${article.title}\n${abstract.content}` 258 | ); 259 | 260 | if ( 261 | !analysis?.title.trim() || 262 | !analysis.content || 263 | analysis.content === "无" 264 | ) { 265 | await saveInvalid(); 266 | continue; 267 | } 268 | 269 | logger.info(`[ELE_DUCK] 保持文章到数据库 ${article.id}`); 270 | const articleData = await db.job.create({ 271 | data: { 272 | originSite: "ELE_DUCK", 273 | originId: article.id, 274 | originUrl: article.href, 275 | originTitle: article.title, 276 | originContent: abstract.content, 277 | originCreateAt: new Date(article.createdAt), 278 | originUsername: article.authorName, 279 | originUserAvatar: article.authorAvatar, 280 | title: analysis.title, 281 | tags: filterAvailableTags(analysis.tags), 282 | generatedContent: analysis.content, 283 | generatedAt: new Date(), 284 | }, 285 | }); 286 | 287 | logger.info(`[ELE_DUCK] 文章数据已保存 ${articleData.id}`); 288 | // 等待⌛️ 289 | await sleep(randomInt(800, 1200)); 290 | } 291 | } catch (err) { 292 | console.error("[ELE_DUCK] 抓取失败 error", err); 293 | } 294 | }; 295 | 296 | export async function ruanyfDataCapture() { 297 | try { 298 | const latestSlice = await db.job.findMany({ 299 | select: { 300 | id: true, 301 | originId: true, 302 | }, 303 | where: { 304 | originSite: "RUANYF", 305 | }, 306 | orderBy: { 307 | originCreateAt: "desc", 308 | }, 309 | take: MAX_SYNC_CHECK, 310 | }); 311 | if (latestSlice.length === 0) { 312 | // 第一次抓取 313 | logger.info("[RUANYF] 第一次抓取"); 314 | } 315 | const savedOriginIds = latestSlice.map((item) => item.originId); 316 | 317 | const fetchArticles = new Map(); 318 | const syncedIds: string[] = []; 319 | 320 | // 评论 321 | const data = await ruanyfListRoute(); 322 | if (!data || !data.comments.length) { 323 | logger.warn("[RUANYF] 未抓取到评论"); 324 | return; 325 | } 326 | 327 | // 同步判断 328 | data.comments.forEach((comment) => { 329 | const commentId = `${data.number}_${comment.id}`; 330 | const syncIdx = savedOriginIds.indexOf(commentId); 331 | if (syncIdx === -1) { 332 | logger.info(`[RUANYF] 未同步过 ${commentId}`); 333 | fetchArticles.set(commentId, comment); 334 | } else { 335 | logger.warn(`[RUANYF] 已同步过 ${commentId}`); 336 | syncedIds.push(commentId); 337 | } 338 | }); 339 | 340 | if (!fetchArticles.size) { 341 | logger.warn("无新文章"); 342 | return; 343 | } 344 | 345 | logger.info(`[RUANYF] 新文章数量 ${fetchArticles.size}`); 346 | 347 | // 详情 348 | for (const article of fetchArticles.values()) { 349 | const articleId = `${data.number}_${article.id}`; 350 | const saveInvalid = async () => { 351 | logger.warn(`[RUANYF] 文章摘要无效 ${articleId}`); 352 | const articleData = await db.job.create({ 353 | data: { 354 | originSite: "RUANYF", 355 | originId: articleId, 356 | originUrl: article.html_url, 357 | originContent: article.body, 358 | originTitle: data.title, 359 | invalid: true, 360 | }, 361 | }); 362 | logger.info(`[RUANYF] 无效文章数据已保存 ${articleData.id}`); 363 | await sleep(randomInt(500, 1000)); 364 | }; 365 | 366 | logger.info(`[RUANYF] 分析文章摘要 ${article.id}`); 367 | const analysis = await withAiAnalysis(`${article.body}`); 368 | 369 | if ( 370 | !analysis?.title.trim() || 371 | !analysis.content || 372 | analysis.title === "无" || 373 | analysis.content === "无" 374 | ) { 375 | await saveInvalid(); 376 | continue; 377 | } 378 | 379 | logger.info(`[RUANYF] 保持文章到数据库 ${article.id}`); 380 | const articleData = await db.job.create({ 381 | data: { 382 | originSite: "ELE_DUCK", 383 | originId: articleId, 384 | originUrl: article.html_url, 385 | originTitle: data.title, 386 | originContent: article.body, 387 | originCreateAt: new Date(article.created_at), 388 | originUsername: article.user.login, 389 | originUserAvatar: article.user.avatar_url, 390 | title: analysis.title, 391 | tags: filterAvailableTags(analysis.tags), 392 | generatedContent: analysis.content, 393 | generatedAt: new Date(), 394 | }, 395 | }); 396 | 397 | logger.info(`[RUANYF] 文章数据已保存 ${articleData.id}`); 398 | // 等待⌛️ 399 | await sleep(randomInt(800, 1200)); 400 | } 401 | } catch (err) { 402 | console.error("[RUANYF] 抓取失败 error", err); 403 | } 404 | } 405 | 406 | export async function grabHighFrequencyAction() { 407 | logger.info("抓取开始"); 408 | // 无法并发， Gemini API 限制并发 409 | await v2exDataCapture(); 410 | await eleDuckDataCapture(); 411 | logger.info("抓取结束"); 412 | } 413 | 414 | export async function grabLowFrequencyAction() { 415 | logger.info("抓取开始"); 416 | await ruanyfDataCapture(); 417 | logger.info("抓取结束"); 418 | } 419 | -------------------------------------------------------------------------------- /src/grab/routes/ele-duck.ts: -------------------------------------------------------------------------------- 1 | import { load } from "cheerio"; 2 | import fetch from "node-fetch"; 3 | import { 4 | ELE_DUCK_DETAIL_URL, 5 | ELE_DUCK_LIST_URL, 6 | grabHeaders, 7 | } from "../constants"; 8 | import logger from "../../lib/logger"; 9 | 10 | function extractContentFromScriptTag(html: string) { 11 | const regex = 12 | /