Fuse.js 完全学习指南:JavaScript模糊搜索库
🎯 什么是 Fuse.js?
Fuse.js 是一个轻量、强大且无依赖的JavaScript模糊搜索库。它提供了简单而强大的模糊搜索功能,可以在任何 JavaScript 环境中使用,包括浏览器和 Node.js。
🌟 核心特点
- 轻量级:压缩后仅 ~12KB,无外部依赖
- 模糊搜索:支持拼写错误、部分匹配等容错搜索
- 高度可配置:提供丰富的配置选项控制搜索行为
- 多字段搜索:支持在对象的多个字段中搜索
- 权重系统:不同字段可以设置不同的搜索权重
- 高亮显示:支持搜索结果高亮显示
- 跨平台:支持浏览器、Node.js、Deno等环境
- TypeScript支持:提供完整的TypeScript类型定义
📦 安装与引入
NPM 安装
# 使用 npm
npm install fuse.js
# 使用 yarn
yarn add fuse.js
引入方式
ES6 模块语法
import Fuse from 'fuse.js'
CommonJS
const Fuse = require('fuse.js')
直接 <script>
引入
<!-- 开发版本 -->
<script src="https://cdn.jsdelivr.net/npm/fuse.js/dist/fuse.js"></script>
<!-- 生产版本(推荐) -->
<script src="https://cdn.jsdelivr.net/npm/fuse.js@7.1.0/dist/fuse.min.js"></script>
<!-- ES 模块版本 -->
<script type="module">
import Fuse from 'https://cdn.jsdelivr.net/npm/fuse.js@7.1.0/dist/fuse.mjs'
</script>
Deno
// @deno-types="https://deno.land/x/fuse@v7.1.0/dist/fuse.d.ts"
import Fuse from 'https://deno.land/x/fuse@v7.1.0/dist/fuse.min.mjs'
🚀 基础使用
1. 简单数组搜索
// 创建简单的字符串数组
const books = [
"老人与海",
"百年孤独",
"哈利·波特",
"三体",
"1984",
"了不起的盖茨比"
]
// 创建 Fuse 实例
const fuse = new Fuse(books)
// 执行搜索
const result = fuse.search('盖茨比')
console.log(result)
/*
输出:
[
{
item: "了不起的盖茨比",
refIndex: 5
}
]
*/
2. 对象数组搜索
// 创建对象数组
const books = [
{
title: "老人与海",
author: "海明威",
year: 1952,
genre: "小说"
},
{
title: "百年孤独",
author: "马尔克斯",
year: 1967,
genre: "魔幻现实主义"
},
{
title: "三体",
author: "刘慈欣",
year: 2006,
genre: "科幻"
}
]
// 指定搜索字段
const options = {
keys: ['title', 'author']
}
const fuse = new Fuse(books, options)
// 搜索示例
const result = fuse.search('刘慈')
console.log(result)
/*
输出:
[
{
item: {
title: "三体",
author: "刘慈欣",
year: 2006,
genre: "科幻"
},
refIndex: 2
}
]
*/
⚙️ 配置选项详解
基础搜索配置
const options = {
// 是否按分数排序结果
shouldSort: true,
// 包含匹配结果的元数据
includeMatches: true,
// 包含分数信息
includeScore: true,
// 分数阈值(0.0 = 完全匹配,1.0 = 匹配任何内容)
threshold: 0.3,
// 搜索位置
location: 0,
// 搜索距离
distance: 100,
// 最小匹配字符长度
minMatchCharLength: 1,
// 是否查找所有匹配
findAllMatches: false
}
搜索字段配置
const options = {
keys: [
// 简单字段
'title',
'author',
// 带权重的字段(权重范围 0-1)
{
name: 'title',
weight: 0.8 // 标题权重更高
},
{
name: 'author',
weight: 0.2 // 作者权重较低
},
// 嵌套字段
'author.firstName',
'author.lastName',
// 带权重的嵌套字段
{
name: 'tags',
weight: 0.5
}
]
}
高级配置选项
const options = {
// 忽略大小写
isCaseSensitive: false,
// 忽略变音符号
ignoreLocation: false,
// 忽略字段长度规范
ignoreFieldNorm: false,
// 字段长度规范影响因子
fieldNormWeight: 1,
// 搜索算法选择
useExtendedSearch: false
}
🔍 搜索功能详解
1. 基础模糊搜索
const books = [
{ title: "JavaScript高级程序设计" },
{ title: "Vue.js实战" },
{ title: "React技术栈开发" },
{ title: "Node.js权威指南" }
]
const fuse = new Fuse(books, {
keys: ['title'],
threshold: 0.4
})
// 模糊搜索(允许拼写错误)
console.log(fuse.search('javscript')) // 找到 "JavaScript高级程序设计"
console.log(fuse.search('vue')) // 找到 "Vue.js实战"
console.log(fuse.search('react')) // 找到 "React技术栈开发"
2. 扩展搜索语法
const options = {
keys: ['title', 'author'],
useExtendedSearch: true
}
const fuse = new Fuse(books, options)
// 精确匹配
console.log(fuse.search('="Node.js"'))
// 包含搜索
console.log(fuse.search("'js"))
// 排除搜索
console.log(fuse.search('!vue'))
// 前缀搜索
console.log(fuse.search('^java'))
// 后缀搜索
console.log(fuse.search('.js$'))
// 逻辑运算符
console.log(fuse.search('javascript | vue')) // OR
console.log(fuse.search('node !express')) // AND NOT
3. 获取搜索匹配详情
const options = {
keys: ['title'],
includeMatches: true,
includeScore: true,
threshold: 0.3
}
const fuse = new Fuse(books, options)
const result = fuse.search('javascript')
console.log(result)
/*
输出:
[
{
item: { title: "JavaScript高级程序设计" },
refIndex: 0,
score: 0.001,
matches: [
{
indices: [[0, 9]],
value: "JavaScript高级程序设计",
key: "title"
}
]
}
]
*/
🎨 实际应用案例
案例1:书籍搜索系统
<!DOCTYPE html>
<html lang="zh">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>图书搜索系统</title>
<script src="https://cdn.jsdelivr.net/npm/fuse.js@7.1.0/dist/fuse.min.js"></script>
<style>
.search-container {
max-width: 800px;
margin: 50px auto;
padding: 20px;
}
.search-box {
width: 100%;
padding: 12px;
font-size: 16px;
border: 2px solid #ddd;
border-radius: 8px;
margin-bottom: 20px;
}
.book-item {
border: 1px solid #eee;
border-radius: 8px;
padding: 15px;
margin-bottom: 10px;
background: white;
box-shadow: 0 2px 4px rgba(0,0,0,0.1);
}
.book-title {
font-size: 18px;
font-weight: bold;
color: #333;
margin-bottom: 5px;
}
.book-meta {
color: #666;
font-size: 14px;
}
.highlight {
background-color: yellow;
font-weight: bold;
}
.no-results {
text-align: center;
color: #999;
padding: 50px;
}
</style>
</head>
<body>
<div class="search-container">
<h1>📚 图书搜索系统</h1>
<input type="text" class="search-box" placeholder="搜索书名、作者或分类..." id="searchInput">
<div id="results"></div>
</div>
<script>
// 书籍数据
const books = [
{
title: "JavaScript高级程序设计",
author: "Nicholas C. Zakas",
year: 2020,
category: "编程",
rating: 4.8,
description: "JavaScript开发者必读经典,深入解析语言特性"
},
{
title: "Vue.js实战",
author: "梁灏",
year: 2019,
category: "前端",
rating: 4.6,
description: "Vue.js框架实战指南,从入门到精通"
},
{
title: "三体",
author: "刘慈欣",
year: 2006,
category: "科幻",
rating: 4.9,
description: "获得雨果奖的中国科幻小说代表作"
},
{
title: "百年孤独",
author: "加西亚·马尔克斯",
year: 1967,
category: "文学",
rating: 4.7,
description: "魔幻现实主义文学的巅峰之作"
},
{
title: "设计模式",
author: "Gang of Four",
year: 1994,
category: "编程",
rating: 4.5,
description: "软件工程中的设计模式经典教材"
}
]
// 配置 Fuse.js
const options = {
keys: [
{ name: 'title', weight: 0.4 },
{ name: 'author', weight: 0.3 },
{ name: 'category', weight: 0.2 },
{ name: 'description', weight: 0.1 }
],
threshold: 0.3,
includeMatches: true,
includeScore: true
}
const fuse = new Fuse(books, options)
// 高亮显示匹配文本
function highlightMatches(text, matches) {
if (!matches || matches.length === 0) return text
let highlighted = text
const indices = matches[0].indices
// 从后往前替换,避免索引偏移
for (let i = indices.length - 1; i >= 0; i--) {
const [start, end] = indices[i]
highlighted = highlighted.slice(0, start) +
'<span class="highlight">' +
highlighted.slice(start, end + 1) +
'</span>' +
highlighted.slice(end + 1)
}
return highlighted
}
// 渲染搜索结果
function renderResults(results) {
const resultsContainer = document.getElementById('results')
if (results.length === 0) {
resultsContainer.innerHTML = '<div class="no-results">没有找到相关书籍</div>'
return
}
const html = results.map(result => {
const book = result.item
const matches = result.matches || []
// 获取标题和作者的匹配高亮
const titleMatch = matches.find(m => m.key === 'title')
const authorMatch = matches.find(m => m.key === 'author')
const highlightedTitle = titleMatch ?
highlightMatches(book.title, [titleMatch]) : book.title
const highlightedAuthor = authorMatch ?
highlightMatches(book.author, [authorMatch]) : book.author
return `
<div class="book-item">
<div class="book-title">${highlightedTitle}</div>
<div class="book-meta">
作者:${highlightedAuthor} |
年份:${book.year} |
分类:${book.category} |
评分:${book.rating}⭐
</div>
<div style="margin-top: 8px; color: #666; font-size: 14px;">
${book.description}
</div>
</div>
`
}).join('')
resultsContainer.innerHTML = html
}
// 搜索处理
function handleSearch() {
const query = document.getElementById('searchInput').value.trim()
if (query === '') {
renderResults(books.map((book, index) => ({ item: book, refIndex: index })))
return
}
const results = fuse.search(query)
renderResults(results)
}
// 绑定事件
document.getElementById('searchInput').addEventListener('input', handleSearch)
// 初始显示所有书籍
renderResults(books.map((book, index) => ({ item: book, refIndex: index })))
</script>
</body>
</html>
案例2:Vue.js 集成搜索组件
<template>
<div class="search-component">
<div class="search-header">
<input
v-model="searchQuery"
@input="handleSearch"
class="search-input"
placeholder="搜索员工姓名、部门或技能..."
autocomplete="off"
>
<div class="search-stats" v-if="searchQuery">
找到 {{ filteredEmployees.length }} 个结果
</div>
</div>
<div class="filters">
<button
v-for="dept in departments"
:key="dept"
@click="filterByDepartment(dept)"
:class="['filter-btn', { active: selectedDepartment === dept }]"
>
{{ dept }}
</button>
</div>
<div class="results-container">
<div
v-for="employee in filteredEmployees"
:key="employee.item.id"
class="employee-card"
>
<div class="employee-avatar">
{{ employee.item.name.charAt(0) }}
</div>
<div class="employee-info">
<h3 v-html="highlightText(employee.item.name, employee.matches, 'name')"></h3>
<p class="department">{{ employee.item.department }}</p>
<div class="skills">
<span
v-for="skill in employee.item.skills"
:key="skill"
class="skill-tag"
v-html="highlightText(skill, employee.matches, 'skills')"
>
</span>
</div>
<div class="contact">
📧 {{ employee.item.email }} | 📞 {{ employee.item.phone }}
</div>
</div>
<div class="score" v-if="employee.score">
匹配度: {{ Math.round((1 - employee.score) * 100) }}%
</div>
</div>
</div>
</div>
</template>
<script>
import Fuse from 'fuse.js'
export default {
name: 'EmployeeSearch',
data() {
return {
searchQuery: '',
selectedDepartment: 'all',
employees: [
{
id: 1,
name: '张三',
department: '技术部',
email: 'zhangsan@company.com',
phone: '138****1234',
skills: ['JavaScript', 'Vue.js', 'Node.js', 'Python']
},
{
id: 2,
name: '李四',
department: '设计部',
email: 'lisi@company.com',
phone: '139****5678',
skills: ['Photoshop', 'Figma', 'UI设计', '用户体验']
},
{
id: 3,
name: '王五',
department: '产品部',
email: 'wangwu@company.com',
phone: '137****9012',
skills: ['产品规划', '数据分析', 'Axure', 'SQL']
},
{
id: 4,
name: '赵六',
department: '技术部',
email: 'zhaoliu@company.com',
phone: '136****3456',
skills: ['React', 'TypeScript', 'GraphQL', 'MongoDB']
}
],
filteredEmployees: [],
fuse: null
}
},
computed: {
departments() {
const depts = ['all', ...new Set(this.employees.map(emp => emp.department))]
return depts
}
},
mounted() {
this.initializeFuse()
this.filteredEmployees = this.employees.map((emp, index) => ({
item: emp,
refIndex: index
}))
},
methods: {
initializeFuse() {
const options = {
keys: [
{ name: 'name', weight: 0.4 },
{ name: 'department', weight: 0.2 },
{ name: 'skills', weight: 0.3 },
{ name: 'email', weight: 0.1 }
],
threshold: 0.3,
includeMatches: true,
includeScore: true,
minMatchCharLength: 1
}
this.fuse = new Fuse(this.employees, options)
},
handleSearch() {
if (!this.searchQuery.trim()) {
this.filteredEmployees = this.employees.map((emp, index) => ({
item: emp,
refIndex: index
}))
this.applyDepartmentFilter()
return
}
const results = this.fuse.search(this.searchQuery)
this.filteredEmployees = results
this.applyDepartmentFilter()
},
filterByDepartment(department) {
this.selectedDepartment = department
this.applyDepartmentFilter()
},
applyDepartmentFilter() {
if (this.selectedDepartment === 'all') return
this.filteredEmployees = this.filteredEmployees.filter(
emp => emp.item.department === this.selectedDepartment
)
},
highlightText(text, matches, key) {
if (!matches || !Array.isArray(text)) {
const match = matches?.find(m => m.key === key)
if (!match) return text
let highlighted = text
const indices = match.indices
for (let i = indices.length - 1; i >= 0; i--) {
const [start, end] = indices[i]
highlighted = highlighted.slice(0, start) +
'<mark>' +
highlighted.slice(start, end + 1) +
'</mark>' +
highlighted.slice(end + 1)
}
return highlighted
}
return text
}
}
}
</script>
<style scoped>
.search-component {
max-width: 1000px;
margin: 0 auto;
padding: 20px;
}
.search-header {
margin-bottom: 20px;
}
.search-input {
width: 100%;
padding: 12px 16px;
font-size: 16px;
border: 2px solid #e1e5e9;
border-radius: 8px;
outline: none;
transition: border-color 0.3s;
}
.search-input:focus {
border-color: #007bff;
}
.search-stats {
margin-top: 8px;
color: #666;
font-size: 14px;
}
.filters {
display: flex;
gap: 10px;
margin-bottom: 20px;
}
.filter-btn {
padding: 8px 16px;
border: 1px solid #ddd;
background: white;
border-radius: 20px;
cursor: pointer;
transition: all 0.3s;
}
.filter-btn:hover,
.filter-btn.active {
background: #007bff;
color: white;
border-color: #007bff;
}
.results-container {
display: grid;
gap: 15px;
}
.employee-card {
display: flex;
align-items: center;
padding: 20px;
border: 1px solid #e1e5e9;
border-radius: 8px;
background: white;
transition: box-shadow 0.3s;
}
.employee-card:hover {
box-shadow: 0 4px 12px rgba(0,0,0,0.1);
}
.employee-avatar {
width: 50px;
height: 50px;
border-radius: 50%;
background: #007bff;
color: white;
display: flex;
align-items: center;
justify-content: center;
font-size: 18px;
font-weight: bold;
margin-right: 15px;
}
.employee-info {
flex: 1;
}
.employee-info h3 {
margin: 0 0 5px 0;
font-size: 18px;
}
.department {
color: #666;
margin: 0 0 10px 0;
}
.skills {
display: flex;
flex-wrap: wrap;
gap: 5px;
margin-bottom: 10px;
}
.skill-tag {
background: #f8f9fa;
padding: 4px 8px;
border-radius: 12px;
font-size: 12px;
color: #495057;
}
.contact {
font-size: 14px;
color: #666;
}
.score {
text-align: right;
color: #28a745;
font-weight: bold;
}
/* 高亮样式 */
:deep(mark) {
background-color: #ffeb3b;
color: #333;
padding: 1px 2px;
border-radius: 2px;
}
</style>
案例3:React Hooks 集成
import React, { useState, useMemo, useCallback } from 'react'
import Fuse from 'fuse.js'
// 自定义 Hook:useFuseSearch
function useFuseSearch(data, options) {
const [query, setQuery] = useState('')
const fuse = useMemo(() => {
return new Fuse(data, options)
}, [data, options])
const results = useMemo(() => {
if (!query.trim()) {
return data.map((item, index) => ({ item, refIndex: index }))
}
return fuse.search(query)
}, [fuse, query, data])
return {
query,
setQuery,
results,
search: useCallback((searchQuery) => {
return fuse.search(searchQuery)
}, [fuse])
}
}
// 主搜索组件
function ProductSearch() {
const products = [
{
id: 1,
name: 'MacBook Pro 16寸',
brand: 'Apple',
category: '笔记本电脑',
price: 16999,
tags: ['高性能', '创作', '专业']
},
{
id: 2,
name: 'iPhone 14 Pro',
brand: 'Apple',
category: '智能手机',
price: 7999,
tags: ['摄影', '5G', '高端']
},
{
id: 3,
name: 'Surface Laptop 5',
brand: 'Microsoft',
category: '笔记本电脑',
price: 8888,
tags: ['轻薄', '办公', '便携']
},
{
id: 4,
name: 'Galaxy S23 Ultra',
brand: 'Samsung',
category: '智能手机',
price: 9999,
tags: ['大屏', 'S Pen', '摄影']
}
]
const searchOptions = {
keys: [
{ name: 'name', weight: 0.4 },
{ name: 'brand', weight: 0.3 },
{ name: 'category', weight: 0.2 },
{ name: 'tags', weight: 0.1 }
],
threshold: 0.3,
includeMatches: true,
includeScore: true
}
const { query, setQuery, results } = useFuseSearch(products, searchOptions)
const [sortBy, setSortBy] = useState('relevance')
// 排序结果
const sortedResults = useMemo(() => {
const sorted = [...results]
switch (sortBy) {
case 'price-asc':
return sorted.sort((a, b) => a.item.price - b.item.price)
case 'price-desc':
return sorted.sort((a, b) => b.item.price - a.item.price)
case 'name':
return sorted.sort((a, b) => a.item.name.localeCompare(b.item.name))
default:
return sorted // 保持相关性排序
}
}, [results, sortBy])
// 高亮匹配文本
const highlightMatches = (text, matches) => {
if (!matches || matches.length === 0) return text
const match = matches[0]
if (!match) return text
let highlighted = text
const indices = match.indices
for (let i = indices.length - 1; i >= 0; i--) {
const [start, end] = indices[i]
highlighted = highlighted.slice(0, start) +
'<mark style="background: #ffeb3b; padding: 1px 2px; border-radius: 2px;">' +
highlighted.slice(start, end + 1) +
'</mark>' +
highlighted.slice(end + 1)
}
return highlighted
}
return (
<div style={{ maxWidth: '800px', margin: '50px auto', padding: '20px' }}>
<h1>🛍️ 产品搜索</h1>
{/* 搜索栏 */}
<div style={{ marginBottom: '20px' }}>
<input
type="text"
value={query}
onChange={(e) => setQuery(e.target.value)}
placeholder="搜索产品名称、品牌或分类..."
style={{
width: '100%',
padding: '12px',
fontSize: '16px',
border: '2px solid #ddd',
borderRadius: '8px',
outline: 'none'
}}
/>
</div>
{/* 排序选项 */}
<div style={{ marginBottom: '20px', display: 'flex', gap: '10px', alignItems: 'center' }}>
<span>排序:</span>
<select
value={sortBy}
onChange={(e) => setSortBy(e.target.value)}
style={{ padding: '5px 10px', borderRadius: '4px', border: '1px solid #ddd' }}
>
<option value="relevance">相关性</option>
<option value="price-asc">价格从低到高</option>
<option value="price-desc">价格从高到低</option>
<option value="name">名称</option>
</select>
<span style={{ marginLeft: 'auto', color: '#666' }}>
找到 {sortedResults.length} 个结果
</span>
</div>
{/* 搜索结果 */}
<div style={{ display: 'grid', gap: '15px' }}>
{sortedResults.map((result) => {
const product = result.item
const matches = result.matches || []
const nameMatch = matches.find(m => m.key === 'name')
const brandMatch = matches.find(m => m.key === 'brand')
return (
<div
key={product.id}
style={{
border: '1px solid #eee',
borderRadius: '8px',
padding: '20px',
background: 'white',
boxShadow: '0 2px 4px rgba(0,0,0,0.1)'
}}
>
<div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'start' }}>
<div style={{ flex: 1 }}>
<h3
style={{ margin: '0 0 5px 0', fontSize: '18px' }}
dangerouslySetInnerHTML={{
__html: nameMatch ? highlightMatches(product.name, [nameMatch]) : product.name
}}
/>
<p style={{ margin: '0 0 10px 0', color: '#666' }}>
品牌:
<span dangerouslySetInnerHTML={{
__html: brandMatch ? highlightMatches(product.brand, [brandMatch]) : product.brand
}} />
{' | '}
分类:{product.category}
</p>
<div style={{ display: 'flex', gap: '5px', marginBottom: '10px' }}>
{product.tags.map(tag => (
<span
key={tag}
style={{
background: '#f0f0f0',
padding: '2px 8px',
borderRadius: '12px',
fontSize: '12px',
color: '#666'
}}
>
{tag}
</span>
))}
</div>
</div>
<div style={{ textAlign: 'right' }}>
<div style={{ fontSize: '20px', fontWeight: 'bold', color: '#e74c3c' }}>
¥{product.price.toLocaleString()}
</div>
{result.score && (
<div style={{ fontSize: '12px', color: '#999', marginTop: '5px' }}>
匹配度: {Math.round((1 - result.score) * 100)}%
</div>
)}
</div>
</div>
</div>
)
})}
</div>
{sortedResults.length === 0 && query && (
<div style={{ textAlign: 'center', padding: '50px', color: '#999' }}>
没有找到匹配的产品
</div>
)}
</div>
)
}
export default ProductSearch
🔧 性能优化建议
1. 大数据集处理
// 对于大数据集,考虑使用 Web Workers
class FuseWorker {
constructor(data, options) {
this.worker = new Worker('/fuse-worker.js')
this.worker.postMessage({ type: 'init', data, options })
}
search(query) {
return new Promise((resolve) => {
this.worker.onmessage = (e) => {
if (e.data.type === 'search-result') {
resolve(e.data.results)
}
}
this.worker.postMessage({ type: 'search', query })
})
}
}
// fuse-worker.js
let fuse
self.onmessage = function(e) {
const { type, data, options, query } = e.data
if (type === 'init') {
importScripts('https://cdn.jsdelivr.net/npm/fuse.js@7.1.0/dist/fuse.min.js')
fuse = new Fuse(data, options)
}
if (type === 'search' && fuse) {
const results = fuse.search(query)
self.postMessage({ type: 'search-result', results })
}
}
2. 防抖搜索
// 使用防抖避免频繁搜索
function useDebounce(value, delay) {
const [debouncedValue, setDebouncedValue] = useState(value)
useEffect(() => {
const handler = setTimeout(() => {
setDebouncedValue(value)
}, delay)
return () => {
clearTimeout(handler)
}
}, [value, delay])
return debouncedValue
}
// 在组件中使用
function SearchComponent() {
const [query, setQuery] = useState('')
const debouncedQuery = useDebounce(query, 300)
const results = useMemo(() => {
if (!debouncedQuery) return []
return fuse.search(debouncedQuery)
}, [debouncedQuery])
// ...
}
3. 结果缓存
// 简单的 LRU 缓存实现
class LRUCache {
constructor(capacity) {
this.capacity = capacity
this.cache = new Map()
}
get(key) {
if (this.cache.has(key)) {
const value = this.cache.get(key)
this.cache.delete(key)
this.cache.set(key, value)
return value
}
return null
}
set(key, value) {
if (this.cache.has(key)) {
this.cache.delete(key)
} else if (this.cache.size >= this.capacity) {
const firstKey = this.cache.keys().next().value
this.cache.delete(firstKey)
}
this.cache.set(key, value)
}
}
// 带缓存的搜索函数
const searchCache = new LRUCache(100)
function cachedSearch(fuse, query) {
const cached = searchCache.get(query)
if (cached) return cached
const results = fuse.search(query)
searchCache.set(query, results)
return results
}
🛠️ 高级功能
1. 自定义评分函数
const options = {
// 自定义字段权重
getFn: (obj, path) => {
// 自定义字段获取逻辑
if (path === 'fullName') {
return `${obj.firstName} ${obj.lastName}`
}
return obj[path]
},
// 自定义排序函数
sortFn: (a, b) => {
// 优先显示完全匹配
if (a.score === 0 && b.score !== 0) return -1
if (a.score !== 0 && b.score === 0) return 1
// 按分数排序
return a.score - b.score
}
}
2. 动态更新索引
class DynamicFuse {
constructor(initialData, options) {
this.options = options
this.data = [...initialData]
this.fuse = new Fuse(this.data, options)
}
add(item) {
this.data.push(item)
this.rebuildIndex()
}
remove(predicate) {
this.data = this.data.filter(item => !predicate(item))
this.rebuildIndex()
}
update(predicate, updater) {
this.data = this.data.map(item =>
predicate(item) ? updater(item) : item
)
this.rebuildIndex()
}
rebuildIndex() {
this.fuse = new Fuse(this.data, this.options)
}
search(query) {
return this.fuse.search(query)
}
}
3. 多语言支持
// 多语言搜索配置
const multiLanguageOptions = {
keys: [
'title.zh',
'title.en',
'description.zh',
'description.en'
],
threshold: 0.3,
// 自定义获取函数支持多语言
getFn: (obj, path) => {
const locale = getCurrentLocale() // 获取当前语言
if (path.includes('.')) {
const [field, lang] = path.split('.')
return obj[field] && obj[field][lang]
}
return obj[path]
}
}
// 多语言数据示例
const multiLanguageData = [
{
id: 1,
title: {
zh: '苹果手机',
en: 'Apple iPhone'
},
description: {
zh: '高端智能手机',
en: 'Premium smartphone'
}
}
]
📝 最佳实践
1. 合理设置阈值
// 不同场景的阈值建议
const thresholds = {
exact: 0.0, // 精确匹配
strict: 0.2, // 严格搜索
moderate: 0.4, // 中等容错
loose: 0.6, // 宽松搜索
veryLoose: 0.8 // 非常宽松
}
// 根据数据类型选择合适的阈值
const getThreshold = (dataType) => {
switch (dataType) {
case 'email':
case 'id':
return thresholds.exact
case 'name':
case 'title':
return thresholds.moderate
case 'description':
case 'content':
return thresholds.loose
default:
return thresholds.moderate
}
}
2. 优化搜索键配置
// 智能权重分配
const getSearchKeys = (dataFields) => {
return dataFields.map(field => {
let weight = 0.1 // 默认权重
// 根据字段类型分配权重
if (field.includes('title') || field.includes('name')) {
weight = 0.4
} else if (field.includes('tag') || field.includes('category')) {
weight = 0.3
} else if (field.includes('description') || field.includes('content')) {
weight = 0.2
}
return { name: field, weight }
})
}
3. 错误处理
class SafeFuse {
constructor(data, options) {
try {
this.fuse = new Fuse(data, options)
this.isReady = true
} catch (error) {
console.error('Fuse.js 初始化失败:', error)
this.isReady = false
}
}
search(query) {
if (!this.isReady) {
console.warn('Fuse.js 未就绪,返回原始数据')
return []
}
try {
return this.fuse.search(query)
} catch (error) {
console.error('搜索出错:', error)
return []
}
}
}
🎯 总结
Fuse.js 是一个功能强大且易用的模糊搜索库,适用于各种 JavaScript 应用场景:
✅ 简单易用:API设计简洁,上手快速
✅ 功能丰富:支持模糊搜索、权重配置、高亮显示等
✅ 高度可配置:提供30+个配置选项满足不同需求
✅ 性能优秀:轻量级设计,适合大数据集处理
✅ 跨平台支持:浏览器、Node.js、Deno 全平台兼容
✅ TypeScript友好:完整的类型定义支持
通过合理配置和优化,Fuse.js 可以为您的应用提供专业级的搜索体验,大大提升用户满意度。
开始您的智能搜索之旅吧! 🔍
💡 开发建议:在实际项目中,建议结合防抖、缓存、虚拟滚动等技术,构建高性能的搜索系统。