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1. Bat dau tu robots.txt, ToS va rate limit
Truoc khi nghi den proxy hay anti-detect, hay doc luat choi cua website:
- robots.txt: kiem tra https://example.com/robots.txt de biet duong dan nao duoc phep crawl va Crawl-delay mong muon. Day la chuan cong khai cua Robots Exclusion Protocol (https://developers.google.com/search/docs/crawling-indexing/robots/intro).
- Dieu khoan dich vu (ToS): mot so site cam scraping tu dong. Voi du lieu thuong mai hoac co ban quyen, hay xin phep hoac dung API chinh thuc.
- Rate limit: ton trong header Retry-After va ma 429 Too Many Requests. Vuot gioi han la nguyen nhan so 1 khien IP cua ban bi block.
Tuan thu tot cac quy tac nay giup ban it bi chan hon bat ky thu thuat ky thuat nao.
2. Xoay proxy cho scraping: residential va mobile
IP la dau hieu nhan dien de nhat. Neu hang nghin request cung den tu mot IP datacenter, ban se bi chan ngay. Giai phap la dung proxy cho scraping theo dang pool xoay vong:
Loai proxy - Do tin cay - Chi phi - Dung khi
Datacenter - Thap - Re - Site nhe, it anti-bot
Residential - Cao - Trung binh - Da so truong hop
Mobile (4G/5G) - Rat cao - Dat - Site anti-bot manh nhat
Nguyen tac: gan moi phien (session) mot IP on dinh trong vai request thay vi doi IP moi request, de khong pha vo cookie va session cua website.
3. Header va User-Agent thuc te
Mot client HTTP mac dinh (nhu python-requests) lo ngay vi thieu header. Hay gui bo header giong trinh duyet that va xoay vong User-Agent:
import random
USER_AGENTS = [
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126.0 Safari/537.36",
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.0 Safari/605.1.15",
]
headers = (
"User-Agent": random.choice(USER_AGENTS),
"Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
"Accept-Language": "vi-VN,vi;q=0.9,en;q=0.8",
"Accept-Encoding": "gzip, deflate, br",
"Referer": "https://www.google.com/",
"Connection": "keep-alive",
)
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4. Vuot anti-bot bang browser fingerprinting va anti-detect
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- undetected-chromedriver (Selenium): tu va cac dau hieu automation cua Chrome.
- playwright-stealth: bo patch cho Playwright an navigator.webdriver va cac ro ri fingerprint.
from playwright.sync_api import sync_playwright
from playwright_stealth import stealth_sync
with sync_playwright() as p:
browser = p.chromium.launch(headless=True)
page = browser.new_page()
stealth_sync(page)
page.goto("https://example.com")
print(page.title())
browser.close()
Voi cac site chong bot manh (Cloudflare, DataDome), fingerprint sach cong voi residential proxy thuong la dieu kien can.
5. Throttling, jitter va gioi han concurrency
Bot that su lo ra khi request den deu tam tap moi 100ms. Con nguoi thi ngau nhien. Hay them do tre ngau nhien (jitter) va gioi han so luong song song:
import time, random
def polite_delay(base=2.0, jitter=1.5):
time.sleep(base + random.uniform(0, jitter))
- Giu concurrency thap (2-5 request dong thoi cho moi domain).
- Dung exponential backoff khi gap loi 429/503.
- Crawl vao gio thap diem de giam tai cho may chu dich.
6. Cache va incremental crawl
Dung tai lai thu ban da co. Cache giup giam so request, giam nguy co bi chan va tiet kiem bang thong:
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- Chi crawl cac URL moi hoac da thay doi (incremental crawl) thay vi quet lai toan bo site.
- Luu ket qua trung gian de co the tiep tuc khi bi gian doan.
7. Xu ly captcha khi cao du lieu voi OMOCaptcha
Du ban lam moi thu dung, cac site van co the bat reCAPTCHA, hCaptcha, Cloudflare Turnstile hay GeeTest. Day la luc can mot dich vu giai captcha. OMOCaptcha giai moi captcha bang AI voi toc do trung binh 0.42s, do chinh xac len toi 99% tren 14 he captcha, gia tu $0.27/1000 va co hoan tien neu ti le thanh cong duoi 95%.
Luong dung chuan API V2 gom hai buoc: createTask de gui viec, roi getTaskResult de lay token.
import requests, time
API = "https://api.omocaptcha.com/v2"
KEY = "YOUR_API_KEY"
# 1) Tao task cho reCAPTCHA v2
res = requests.post(f"(API)/createTask", json=(
"clientKey": KEY,
"task": (
"type": "RecaptchaV2TokenTask",
"websiteURL": "https://example.com/login",
"websiteKey": "6Lc_site_key"
)
)).json()
task_id = res["taskId"]
# 2) Poll ket qua (HTTP luon 200; xet errorId == 0 de biet thanh cong)
while True:
r = requests.post(f"(API)/getTaskResult", json=(
"clientKey": KEY, "taskId": task_id
)).json()
if r["status"] == "ready":
token = r["solution"]["gRecaptchaResponse"]
break
time.sleep(3)
print("Token:", token)
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