网站内容违规检测平台是一个自动化系统,用于扫描和分析网站内容,检测是否存在违规信息(如色情、暴力、赌博、侵权、敏感政治内容等),帮助网站管理员确保内容合规性。
puppeteer
或playwright
进行无头浏览器爬取scrapy
框架// app.js - 主服务器文件
const express = require('express');
const mongoose = require('mongoose');
const cors = require('cors');
const scanRoutes = require('./routes/scan');
const reportRoutes = require('./routes/report');
const app = express();
app.use(cors());
app.use(express.json());
// 连接数据库
mongoose.connect('mongodb://localhost:27017/content-scan', {
useNewUrlParser: true,
useUnifiedTopology: true
});
// 路由
app.use('/api/scan', scanRoutes);
app.use('/api/report', reportRoutes);
const PORT = process.env.PORT || 5000;
app.listen(PORT, () => console.log(`Server running on port ${PORT}`));
javascript复制// routes/scan.js - 扫描功能路由
const express = require('express');
const router = express.Router();
const Scan = require('../models/scan');
const { startScan } = require('../services/scanService');
// 提交扫描任务
router.post('/', async (req, res) => {
try {
const { url, userId } = req.body;
const scanJob = await Scan.create({
url,
status: 'pending',
userId,
createdAt: new Date()
});
// 异步启动扫描
startScan(scanJob._id, url);
res.status(201).json({
message: '扫描任务已创建',
scanId: scanJob._id
});
} catch (error) {
res.status(500).json({ error: error.message });
}
});
// 获取扫描状态
router.get('/:id', async (req, res) => {
try {
const scan = await Scan.findById(req.params.id);
if (!scan) return res.status(404).json({ error: '扫描任务不存在' });
res.json(scan);
} catch (error) {
res.status(500).json({ error: error.message });
}
});
module.exports = router;
javascript复制// services/scanService.js - 扫描服务实现
const Crawler = require('../utils/crawler');
const ContentAnalyzer = require('../utils/contentAnalyzer');
const Scan = require('../models/scan');
// 启动扫描任务
async function startScan(scanId, url) {
try {
// 更新状态为扫描中
await Scan.findByIdAndUpdate(scanId, { status: 'scanning' });
// 1. 爬取内容
const crawler = new Crawler();
const content = await crawler.crawl(url);
// 2. 分析内容
const analyzer = new ContentAnalyzer();
const results = await analyzer.analyze(content);
// 3. 保存结果
await Scan.findByIdAndUpdate(scanId, {
status: 'completed',
results,
completedAt: new Date()
});
} catch (error) {
await Scan.findByIdAndUpdate(scanId, {
status: 'failed',
error: error.message
});
throw error;
}
}
module.exports = { startScan };
// ScanForm.js - 扫描任务提交表单
import React, { useState } from 'react';
import axios from 'axios';
function ScanForm() {
const [url, setUrl] = useState('');
const [loading, setLoading] = useState(false);
const [message, setMessage] = useState('');
const handleSubmit = async (e) => {
e.preventDefault();
setLoading(true);
setMessage('');
try {
const response = await axios.post('/api/scan', { url });
setMessage(`扫描任务已创建,ID: ${response.data.scanId}`);
// 可以添加轮询逻辑检查任务状态
} catch (error) {
setMessage(`错误: ${error.response?.data?.error || '未知错误'}`);
} finally {
setLoading(false);
}
};
return (
<div className="scan-form">
<h2>提交网站扫描任务</h2>
<form onSubmit={handleSubmit}>
<div className="form-group">
<label>网站URL:</label>
<input
type="text"
value={url}
onChange={(e) => setUrl(e.target.value)}
placeholder="https://example.com"
required
/>
</div>
<button type="submit" disabled={loading}>
{loading ? '提交中...' : '开始扫描'}
</button>
</form>
{message && <div className="message">{message}</div>}
</div>
);
}
export default ScanForm;
这个平台可以帮助网站管理员自动化内容合规检查,减少人工审核工作量,提高内容安全性。实际实现时需要根据具体需求调整技术选型和功能范围。