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b/data.ts new file mode 100644 index 0000000..51b9331 --- /dev/null +++ b/data.ts @@ -0,0 +1,19 @@ +import fs from 'node:fs'; +import path from 'node:path'; + +const reposPath = path.join(process.cwd(), 'starred-repos.json'); + +const reposData = fs.readFileSync(reposPath, 'utf-8'); + +export const repos = JSON.parse(reposData) as Repo[]; + +export type Repo = { + id: number; + name: string; + description: string; + author: string; + stars: number; + lastUpdated: string; + url: string; +} + diff --git a/flexsearch/index.ts b/flexsearch/index.ts new file mode 100644 index 0000000..5b96679 --- /dev/null +++ b/flexsearch/index.ts @@ -0,0 +1,45 @@ +import { repos } from '../data.ts' +import FlexSearch from 'flexsearch' + +// 使用 @node-rs/jieba 中文分词 +import { Jieba } from '@node-rs/jieba' +const jieba = new Jieba() + +const chineseSegment = (text: string): string[] => { + return jieba.cut(text, false) // false 表示精确模式 +} + +// 1. 创建 FlexSearch 索引 +const index = new FlexSearch.Index({ + tokenize: 'full', + resolution: 9, + encode: chineseSegment, +}) + +// 2. 添加文档到索引 +repos.forEach((repo) => { + // 将多个字段合并为一个字符串进行索引 + const content = `${repo.name} ${repo.description} ${repo.author}` + index.add(repo.id, content) +}) + +// 3. 搜索"资料" +const searchQuery = '资料' +const results = index.search(searchQuery, { limit: 10 }) + +console.log(`搜索 "${searchQuery}" 的结果：`) + +results.forEach((result, index) => { + // 找到对应的 repo + const repo = repos.find(r => r.id === result) + if (repo) { + console.log(`--- 结果 ${index + 1} ---`) + console.log(`ID: ${repo.id}`) + console.log(`名称: ${repo.name}`) + console.log(`描述: ${repo.description}`) + console.log(`作者: ${repo.author}`) + console.log(`Stars: ${repo.stars}`) + console.log(`链接: ${repo.url}`) + console.log('') + } +}) diff --git a/minisearch/index.ts b/minisearch/index.ts new file mode 100644 index 0000000..8d598dc --- /dev/null +++ b/minisearch/index.ts @@ -0,0 +1,32 @@ +import { repos } from '../data.ts' +import MiniSearch from 'minisearch' +import { Jieba } from '@node-rs/jieba' + +const jieba = new Jieba() + +// 1. 创建 MiniSearch 实例，配置要索引的字段 +const miniSearch = new MiniSearch({ + fields: ['name', 'description', 'author'], // 索引的字段 + storeFields: ['name', 'description', 'author', 'stars', 'url'], // 搜索结果返回的字段 + tokenize: (text) => jieba.cut(text, false), // 使用 jieba 分词 +}) + +// 2. 添加文档到索引 +miniSearch.addAll(repos) + +// 3. 搜索"资料" +const searchQuery = '资料' +const results = miniSearch.search(searchQuery) + +console.log(`搜索 "${searchQuery}" 的结果：`) +console.log(`找到 ${results.length} 条结果\n`) + +results.forEach((result, index) => { + console.log(`--- 结果 ${index + 1} ---`) + console.log(`名称: ${result.name}`) + console.log(`描述: ${result.description}`) + console.log(`作者: ${result.author}`) + console.log(`Stars: ${result.stars}`) + console.log(`链接: ${result.url}`) + console.log('') +}) \ No newline at end of file diff --git a/package.json b/package.json index 72b6b3a..f3b8be1 100644 --- a/package.json +++ 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"baseUrl": ".", - "typeRoots": [ - "./node_modules/@types", - "./node_modules/@kevisual" - ], "paths": { "@/*": [ - "src/*" + "./src/*" ] }, }, "include": [ "src/**/*", + "data.ts", + "flexsearch/**/*", + "minisearch/**/*" ], } \ No newline at end of file