1. PDF资源优化策略1.1 PDF文件压缩优化图片压缩设置// 使用pdf-lib进行PDF优化
const { PDFDocument } = require('pdf-lib');
async function optimizePDF(inputPath, outputPath) {
const pdfDoc = await PDFDocument.load(fs.readFileSync(inputPath));
// 获取所有页面
const pages = pdfDoc.getPages();
// 优化每个页面的图片
for (const page of pages) {
const images = page.getImages();
for (const image of images) {
// 压缩图片到适当尺寸
const compressedImage = await compressImage(image, {
maxWidth: 1200,
maxHeight: 800,
quality: 85
});
page.setImage(image.ref, compressedImage);
}
}
// 保存优化后的PDF
const optimizedPdfBytes = await pdfDoc.save({
useObjectStreams: true, // 启用对象流压缩
addDefaultPage: false,
objectsPerTick: 50
});
fs.writeFileSync(outputPath, optimizedPdfBytes);
}
// 图片压缩函数
async function compressImage(imageBuffer, options) {
const sharp = require('sharp');
return await sharp(imageBuffer)
.resize(options.maxWidth, options.maxHeight, {
fit: 'inside',
withoutEnlargement: true
})
.jpeg({ quality: options.quality })
.toBuffer();
}
字体子集化// 使用fontkit进行字体子集化
const fontkit = require('fontkit');
async function subsetFont(pdfDoc, fontName, usedCharacters) {
// 加载原始字体
const font = fontkit.openSync('./fonts/SourceHanSansCN-Regular.otf');
// 创建字体子集
const subset = font.createSubset();
// 添加使用到的字符
for (const char of usedCharacters) {
subset.addGlyph(font.glyphForCodePoint(char.codePointAt(0)));
}
// 生成子集字体文件
const subsetFontBuffer = subset.encode();
// 在PDF中使用子集字体
const subsetFont = await pdfDoc.embedFont(subsetFontBuffer);
return subsetFont;
}
1.2 PDF分片加载服务端分片处理// Express服务端分片处理
const express = require('express');
const fs = require('fs');
const app = express();
// PDF分片下载接口
app.get('/api/pdf/:id/chunk/:chunkIndex', async (req, res) => {
const { id, chunkIndex } = req.params;
const chunkSize = 1024 * 1024; // 1MB分片
try {
const pdfPath = ./uploads/pdfs/${id}.pdf;
const stats = fs.statSync(pdfPath);
const fileSize = stats.size;
const start = chunkIndex * chunkSize;
const end = Math.min(start + chunkSize, fileSize);
if (start >= fileSize) {
return res.status(416).json({ error: 'Requested range not satisfiable' });
}
const stream = fs.createReadStream(pdfPath, { start, end: end - 1 });
res.setHeader('Content-Type', 'application/pdf');
res.setHeader('Content-Range', bytes ${start}-${end - 1}/${fileSize});
res.setHeader('Accept-Ranges', 'bytes');
res.setHeader('Content-Length', end - start);
stream.pipe(res);
} catch (error) {
res.status(500).json({ error: 'Failed to serve PDF chunk' });
}
});
前端分片加载// React前端分片加载组件
import React, { useState, useEffect } from 'react';
const PDFViewer = ({ pdfId }) => {
const [chunks, setChunks] = useState([]);
const [loadingProgress, setLoadingProgress] = useState(0);
useEffect(() => {
loadPDFChunks();
}, [pdfId]);
const loadPDFChunks = async () => {
const chunkSize = 1024 * 1024; // 1MB
let chunkIndex = 0;
const loadedChunks = [];
while (true) {
try {
const response = await fetch(/api/pdf/${pdfId}/chunk/${chunkIndex});
if (!response.ok) {
if (response.status === 416) {
// 没有更多分片了
break;
}
throw new Error('Failed to load chunk');
}
const chunk = await response.arrayBuffer();
loadedChunks.push(chunk);
// 计算加载进度
const contentRange = response.headers.get('Content-Range');
const totalSize = parseInt(contentRange.split('/')[1]);
const loadedSize = (chunkIndex + 1) * chunkSize;
setLoadingProgress(Math.min((loadedSize / totalSize) * 100, 100));
chunkIndex++;
} catch (error) {
console.error('Error loading chunk:', error);
break;
}
}
// 合并所有分片
const completePDF = concatenateArrayBuffers(loadedChunks);
setChunks(completePDF);
};
return (
<div>
<div className="progress-bar">
<div
className="progress-fill"
style={{ width: ${loadingProgress}% }}
/>
</div>
<PDFRenderer pdfData={chunks} />
</div>
);
};
1.3 PDF缓存策略CDN缓存配置// Nginx配置PDF缓存
const nginxConfig = `
location ~* \\.pdf$ {
expires 30d;
add_header Cache-Control "public, immutable";
add_header Vary "Accept-Encoding";
# 启用gzip压缩
gzip on;
gzip_types application/pdf;
gzip_min_length 1000;
# 设置ETag
etag on;
# 启用条件请求
if_modified_since exact;
}
# PDF分片缓存
location ~* /api/pdf/(.+)/chunk/(.+)$ {
expires 7d;
add_header Cache-Control "public";
add_header X-Chunk-Index $2;
}
`;
浏览器缓存策略// Service Worker缓存PDF文件
self.addEventListener('fetch', (event) => {
const { request } = event;
const url = new URL(request.url);
// PDF文件缓存策略
if (url.pathname.endsWith('.pdf')) {
event.respondWith(
caches.open('pdf-cache-v1').then(async (cache) => {
// 先尝试从缓存获取
const cachedResponse = await cache.match(request);
if (cachedResponse) {
return cachedResponse;
}
// 缓存未命中,从网络获取
const networkResponse = await fetch(request);
// 添加到缓存
if (networkResponse.ok) {
cache.put(request, networkResponse.clone());
}
return networkResponse;
})
);
}
});
2. HTML资源优化2.1 图片懒加载优化渐进式图片加载// React图片懒加载组件
import React, { useState, useEffect, useRef } from 'react';
const ProgressiveImage = ({ src, placeholder, alt, className }) => {
const [currentSrc, setCurrentSrc] = useState(placeholder);
const [isLoading, setIsLoading] = useState(true);
const imgRef = useRef();
useEffect(() => {
// 使用Intersection Observer实现懒加载
const observer = new IntersectionObserver(
(entries) => {
entries.forEach((entry) => {
if (entry.isIntersecting) {
loadImage();
observer.unobserve(entry.target);
}
});
},
{
rootMargin: '50px' // 提前50px开始加载
}
);
if (imgRef.current) {
observer.observe(imgRef.current);
}
return () => {
if (imgRef.current) {
observer.unobserve(imgRef.current);
}
};
}, []);
const loadImage = () => {
const img = new Image();
// 先加载低质量图片
img.src = src.replace('.jpg', '_lowq.jpg');
img.onload = () => {
setCurrentSrc(img.src);
// 然后加载高质量图片
const highQualityImg = new Image();
highQualityImg.src = src;
highQualityImg.onload = () => {
setCurrentSrc(highQualityImg.src);
setIsLoading(false);
};
};
};
return (
<div className={image-container ${className}} ref={imgRef}>
<img
src={currentSrc}
alt={alt}
className={progressive-image ${isLoading ? 'loading' : 'loaded'}}
/>
{isLoading && <div className="image-skeleton" />}
</div>
);
};
响应式图片加载// 响应式图片组件
const ResponsiveImage = ({ srcSet, sizes, alt }) => {
return (
<picture>
{/* WebP格式 */}
<source
srcSet={`
${srcSet.webp400} 400w,
${srcSet.webp800} 800w,
${srcSet.webp1200} 1200w
`}
sizes={sizes}
type="image/webp"
/>
{/* JPEG格式 */}
<source
srcSet={`
${srcSet.jpg400} 400w,
${srcSet.jpg800} 800w,
${srcSet.jpg1200} 1200w
`}
sizes={sizes}
type="image/jpeg"
/>
{/* 默认图片 */}
<img
src={srcSet.jpg800}
alt={alt}
loading="lazy"
decoding="async"
/>
</picture>
);
};
2.2 CSS和JavaScript优化关键CSS内联// 关键CSS提取和内联
const critical = require('critical');
async function extractCriticalCSS(htmlContent, cssFiles) {
const { css, html } = await critical.generate({
inline: true,
base: 'dist/',
html: htmlContent,
css: cssFiles,
width: 1300,
height: 900,
extract: true,
ignore: {
atrule: ['@font-face'],
rule: [/\.unused/],
decl: (node, value) => {
// 忽略某些CSS声明
return /print/.test(node.value);
}
}
});
return { criticalCSS: css, optimizedHTML: html };
}
JavaScript代码分割// Webpack代码分割配置
const webpackConfig = {
optimization: {
splitChunks: {
chunks: 'all',
cacheGroups: {
// 第三方库
vendor: {
test: /[\\/]node_modules[\\/]/,
name: 'vendors',
priority: 10,
reuseExistingChunk: true
},
// 文章编辑器相关
editor: {
test: /[\\/]editor[\\/]/,
name: 'editor',
priority: 20,
reuseExistingChunk: true
},
// 图表库
charts: {
test: /\\/]node_modules[\\/[\\/]/,
name: 'charts',
priority: 15,
reuseExistingChunk: true
},
// 通用组件
common: {
minChunks: 2,
priority: 5,
reuseExistingChunk: true
}
}
}
}
};
2.3 字体加载优化字体预加载<!-- HTML字体预加载 -->
<head>
<!-- 预加载关键字体 -->
<link rel="preload" href="/fonts/SourceHanSansCN-Regular.woff2" as="font" type="font/woff2" crossorigin>
<link rel="preload" href="/fonts/SourceHanSansCN-Bold.woff2" as="font" type="font/woff2" crossorigin>
<!-- 字体显示策略 -->
<style>
@font-face {
font-family: 'SourceHanSansCN';
src: url('/fonts/SourceHanSansCN-Regular.woff2') format('woff2');
font-weight: 400;
font-style: normal;
font-display: swap; /* 使用备用字体,加载完成后替换 */
}
@font-face {
font-family: 'SourceHanSansCN';
src: url('/fonts/SourceHanSansCN-Bold.woff2') format('woff2');
font-weight: 700;
font-style: normal;
font-display: swap;
}
</style>
</head>
字体子集化// 使用glyphhanger进行字体子集化
const subsetFonts = async () => {
const { exec } = require('child_process');
// 分析页面使用的字符
await exec('glyphhanger http://localhost:3000 --spider --spider-limit 10');
// 生成字体子集
await exec(`
glyphhanger \
--whitelist=${usedCharacters.join(',')} \
--subset=SourceHanSansCN-Regular.woff2 \
--formats=woff2,woff \
--output=dist/fonts/
`);
};
3. 性能监控与优化3.1 性能指标监控Core Web Vitals监控// 性能监控脚本
const reportWebVitals = (onPerfEntry) => {
if (onPerfEntry && onPerfEntry instanceof Function) {
import('web-vitals').then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => {
getCLS(onPerfEntry);
getFID(onPerfEntry);
getFCP(onPerfEntry);
getLCP(onPerfEntry);
getTTFB(onPerfEntry);
});
}
};
// 发送性能数据到分析服务
const sendAnalytics = (metric) => {
// 发送到Google Analytics
gtag('event', metric.name, {
event_category: 'Web Vitals',
event_label: metric.id,
value: Math.round(metric.name === 'CLS' ? metric.value * 1000 : metric.value),
non_interaction: true
});
// 发送到自定义监控服务
fetch('/api/analytics/performance', {
method: 'POST',
body: JSON.stringify(metric),
headers: {
'Content-Type': 'application/json'
}
});
};
// 使用方式
reportWebVitals(sendAnalytics);
资源加载时间监控// 资源加载性能监控
const observeResourceLoading = () => {
const observer = new PerformanceObserver((list) => {
const entries = list.getEntries();
entries.forEach((entry) => {
if (entry.entryType === 'resource') {
const loadTime = entry.responseEnd - entry.startTime;
const size = entry.transferSize;
// 只监控重要的资源
if (shouldMonitorResource(entry.name)) {
sendResourceMetrics({
name: entry.name,
loadTime,
size,
type: entry.initiatorType,
cached: entry.transferSize === 0
});
}
}
});
});
observer.observe({ entryTypes: ['resource'] });
};
const shouldMonitorResource = (resourceName) => {
const importantResources = [
'.pdf',
'.jpg',
'.png',
'.webp',
'.js',
'.css',
'.woff2'
];
return importantResources.some(ext => resourceName.includes(ext));
};
3.2 自动化性能优化图片自动压缩// 图片上传自动压缩
const processImageUpload = async (file) => {
const sharp = require('sharp');
// 读取原始图片
const image = sharp(file.buffer);
// 获取图片元数据
const metadata = await image.metadata();
// 根据用途生成不同尺寸
const variants = [
{ suffix: '_thumb', width: 150, height: 150, quality: 80 },
{ suffix: '_small', width: 400, height: 300, quality: 85 },
{ suffix: '_medium', width: 800, height: 600, quality: 90 },
{ suffix: '_large', width: 1200, height: 900, quality: 95 }
];
const processedImages = {};
for (const variant of variants) {
const processedBuffer = await image
.resize(variant.width, variant.height, {
fit: 'inside',
withoutEnlargement: true
})
.jpeg({ quality: variant.quality })
.toBuffer();
// 上传到云存储
const fileName = ${file.name.replace(/\.[^/.]+$/, '')}${variant.suffix}.jpg;
const url = await uploadToCloudStorage(processedBuffer, fileName);
processedImages[variant.suffix] = {
url,
width: variant.width,
height: variant.height,
size: processedBuffer.length
};
}
return processedImages;
};
资源预加载优化// 智能预加载策略
const smartPreload = () => {
// 分析用户行为,预测下一步可能访问的内容
const userBehavior = analyzeUserBehavior();
// 根据用户行为预加载相关资源
if (userBehavior.intent === 'read_article') {
// 预加载文章中的图片和PDF
const articleResources = getArticleResources(userBehavior.targetArticle);
articleResources.forEach(resource => {
const link = document.createElement('link');
link.rel = 'prefetch';
link.href = resource.url;
if (resource.type === 'pdf') {
link.as = 'fetch';
} else if (resource.type === 'image') {
link.as = 'image';
}
document.head.appendChild(link);
});
}
// 预加载下一页内容
if (userBehavior.nextPage) {
const nextPageLink = document.createElement('link');
nextPageLink.rel = 'prerender';
nextPageLink.href = userBehavior.nextPage;
document.head.appendChild(nextPageLink);
}
};
4. 优化效果评估4.1 性能基准测试# Lighthouse性能测试
#!/bin/bash
# 运行Lighthouse测试
lighthouse http://localhost:3000 \
--output-path=./reports/lighthouse-report.html \
--chrome-flags="--headless" \
--only-categories=performance,accessibility,best-practices,seo \
--preset=desktop
# 生成性能报告
node generate-performance-report.js
4.2 优化前后对比# 性能优化对比报告
优化前(v1.0.0)
First Contentful Paint: 3.2s
Largest Contentful Paint: 5.1s
First Input Delay: 120ms
Cumulative Layout Shift: 0.15
Total Blocking Time: 850ms
Speed Index: 4.8s
优化后(v1.1.0)
First Contentful Paint: 1.1s (-65%)
Largest Contentful Paint: 2.3s (-55%)
First Input Delay: 45ms (-62%)
Cumulative Layout Shift: 0.05 (-67%)
Total Blocking Time: 220ms (-74%)
Speed Index: 2.1s (-56%)
资源加载优化
JavaScript包大小: 850KB → 420KB (-51%)
CSS文件大小: 180KB → 95KB (-47%)
图片平均加载时间: 2.1s → 0.8s (-62%)
PDF文件加载时间: 4.5s → 1.8s (-60%)
用户体验改善
页面完全加载时间: 8.2s → 3.1s (-62%)
移动端体验评分: 65 → 92 (+41%)
用户跳出率: 35% → 18% (-49%)

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