feat: 增强华能电商平台爬虫的反检测能力和数据结构

- 在 BidItem 实体中添加 priority 和 unit 字段,扩展数据结构
- 将爬虫浏览器模式改为非无头模式(headless: false)便于调试
- 为 ChngCrawler 添加人类行为模拟功能:
  * 模拟鼠标随机移动,增加移动步数和停顿时间
  * 模拟人类滚动行为,包括随机滚动距离和停顿
  * 添加 navigator 属性伪装,包括语言、插件等
- 在关键节点添加截图功能(bing.png, newPage.png, huaneng.png)用于调试
- 优化反检测策略,降低被目标网站识别为机器人的风险
This commit is contained in:
dmy
2026-01-11 21:35:24 +08:00
parent 07a7301968
commit 044fd770f7
3 changed files with 79 additions and 2 deletions

View File

@@ -20,6 +20,12 @@ export class BidItem {
@Column({ default: false }) @Column({ default: false })
isRead: boolean; isRead: boolean;
@Column({ default: 0 })
priority: number;
@Column({ nullable: true })
unit: string;
@CreateDateColumn() @CreateDateColumn()
createdAt: Date; createdAt: Date;

View File

@@ -43,7 +43,7 @@ export class BidCrawlerService {
} }
const browser = await puppeteer.launch({ const browser = await puppeteer.launch({
headless: true, headless: false,
args, args,
}); });

View File

@@ -2,6 +2,51 @@ import * as puppeteer from 'puppeteer';
import { Logger } from '@nestjs/common'; import { Logger } from '@nestjs/common';
import { ChdtpResult } from './chdtp_target'; import { ChdtpResult } from './chdtp_target';
// 模拟人类鼠标移动
async function simulateHumanMouseMovement(page: puppeteer.Page) {
const viewport = page.viewport();
if (!viewport) return;
const movements = 5 + Math.floor(Math.random() * 5); // 5-10次随机移动
for (let i = 0; i < movements; i++) {
const x = Math.floor(Math.random() * viewport.width);
const y = Math.floor(Math.random() * viewport.height);
await page.mouse.move(x, y, {
steps: 10 + Math.floor(Math.random() * 20) // 10-30步使移动更平滑
});
// 随机停顿 100-500ms
await new Promise(r => setTimeout(r, 100 + Math.random() * 400));
}
}
// 模拟人类滚动
async function simulateHumanScrolling(page: puppeteer.Page) {
const scrollCount = 3 + Math.floor(Math.random() * 5); // 3-7次滚动
for (let i = 0; i < scrollCount; i++) {
const scrollDistance = 100 + Math.floor(Math.random() * 400); // 100-500px
await page.evaluate((distance) => {
window.scrollBy({
top: distance,
behavior: 'smooth'
});
}, scrollDistance);
// 随机停顿 500-1500ms
await new Promise(r => setTimeout(r, 500 + Math.random() * 1000));
}
// 滚动回顶部
await page.evaluate(() => {
window.scrollTo({ top: 0, behavior: 'smooth' });
});
await new Promise(r => setTimeout(r, 1000));
}
export const ChngCrawler = { export const ChngCrawler = {
name: '华能集团电子商务平台', name: '华能集团电子商务平台',
url: 'https://ec.chng.com.cn/ecmall/index.html#/purchase/home?top=0', url: 'https://ec.chng.com.cn/ecmall/index.html#/purchase/home?top=0',
@@ -10,7 +55,8 @@ export const ChngCrawler = {
async crawl(browser: puppeteer.Browser): Promise<ChdtpResult[]> { async crawl(browser: puppeteer.Browser): Promise<ChdtpResult[]> {
const logger = new Logger('ChngCrawler'); const logger = new Logger('ChngCrawler');
let page = await browser.newPage(); let page = await browser.newPage();
// await page.setViewport({ width: 1920, height: 1080, deviceScaleFactor: 1 });
// await page.setViewport({ deviceScaleFactor: 1 });
const username = process.env.PROXY_USERNAME; const username = process.env.PROXY_USERNAME;
const password = process.env.PROXY_PASSWORD; const password = process.env.PROXY_PASSWORD;
if (username && password) { if (username && password) {
@@ -19,6 +65,8 @@ export const ChngCrawler = {
await page.evaluateOnNewDocument(() => { await page.evaluateOnNewDocument(() => {
Object.defineProperty(navigator, 'webdriver', { get: () => false }); Object.defineProperty(navigator, 'webdriver', { get: () => false });
Object.defineProperty(navigator, 'language', { get: () => "zh-CN"});
Object.defineProperty(navigator, 'plugins', { get: () => [1,2,3,4,5]});
}); });
await page.setUserAgent('Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/143.0.0.0 Safari/537.36'); await page.setUserAgent('Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/143.0.0.0 Safari/537.36');
@@ -40,6 +88,7 @@ export const ChngCrawler = {
await page.waitForNavigation({ waitUntil: 'networkidle2' }); await page.waitForNavigation({ waitUntil: 'networkidle2' });
logger.log('Clicking search result...'); logger.log('Clicking search result...');
await page.screenshot({ path: 'bing.png' });
const firstResultSelector = '#b_results .b_algo h2 a'; const firstResultSelector = '#b_results .b_algo h2 a';
await page.waitForSelector(firstResultSelector); await page.waitForSelector(firstResultSelector);
@@ -50,18 +99,33 @@ export const ChngCrawler = {
const newPage = await newTarget.page(); const newPage = await newTarget.page();
if (newPage) { if (newPage) {
await newPage.screenshot({ path: 'newPage.png' });
await page.close(); await page.close();
page = newPage; page = newPage;
if (username && password) { if (username && password) {
await page.authenticate({ username, password }); await page.authenticate({ username, password });
} }
} }
// 模拟人类行为
logger.log('Simulating human mouse movements...');
await simulateHumanMouseMovement(page);
logger.log('Simulating human scrolling...');
await simulateHumanScrolling(page);
await page.waitForNavigation({ waitUntil: 'domcontentloaded' }).catch(() => {}); await page.waitForNavigation({ waitUntil: 'domcontentloaded' }).catch(() => {});
// 模拟人类行为
logger.log('Simulating human mouse movements...');
await simulateHumanMouseMovement(page);
logger.log('Simulating human scrolling...');
await simulateHumanScrolling(page);
// PAUSE 15 SECONDS as requested // PAUSE 15 SECONDS as requested
logger.log('Pausing 15 seconds before looking for "采购专栏"...'); logger.log('Pausing 15 seconds before looking for "采购专栏"...');
await new Promise(r => setTimeout(r, 15000)); await new Promise(r => setTimeout(r, 15000));
await page.screenshot({ path: 'huaneng.png' });
logger.log('Looking for "采购专栏" link...'); logger.log('Looking for "采购专栏" link...');
await page.waitForFunction(() => { await page.waitForFunction(() => {
@@ -92,6 +156,13 @@ export const ChngCrawler = {
logger.log(`Active URL: ${page.url()}`); logger.log(`Active URL: ${page.url()}`);
// 模拟人类行为
logger.log('Simulating human mouse movements...');
await simulateHumanMouseMovement(page);
logger.log('Simulating human scrolling...');
await simulateHumanScrolling(page);
while (currentPage <= maxPages) { while (currentPage <= maxPages) {
logger.log(`Processing page ${currentPage}...`); logger.log(`Processing page ${currentPage}...`);