
News Crawler Survival Rule: Three Axes Against Anti-Crawling
If you have engaged in data collection, you know that the anti-climbing mechanism of the website is more strict than the security door. Last week, a buddy doing public opinion monitoring complained to me that he had just built a good news crawling system, which ran for less than two days and was blocked by more than 10 IPs. This is like a gopher, which has just solved the problem of CAPTCHA and frequency limitations, which makes one's head numb.
Here's a trick for the guys--Proxy IP dynamic rotationThe principle is very simple. The principle is very simple, just like Sichuan opera face changing, each request is to change a vest. With ipipgo's dynamic residential proxy, each request automatically switches the exit IP, the server can not distinguish between a real person or a robot in the operation.
import requests
from itertools import cycle
proxy_pool = cycle(ipipgo.get_proxy_list()) get dynamic IP pool from ipipgo
def fetch_news(url)::
for _ in range(3).
try.
proxy = next(proxy_pool)
response = requests.get(url, proxies={"http": proxy, "https": proxy}
proxies={"http": proxy, "https": proxy}, timeout=10)
timeout=10)
return response.text
except Exception as e.
print(f "Failed with {proxy}, move to the next one!")
return None
IP Cloaking: Don't Let Websites Recognize Your True Identity
Some websites are so smart that they can recognize crawlers through browser fingerprints. At this time, just change the IP is not enough, you have to have a whole set of combination of punches. We recommend using ipipgo'sHighly anonymous agents, paired with a request header randomizer to make each visit look like a different region of the Internet.
| Elements of camouflage | operating scheme | Tool Support |
|---|---|---|
| User-Agent | Randomly switches every 5 minutes | fake_useragent library |
| Access frequency | Simulates human click intervals | time.sleep random delay |
| trajectory | Visit the homepage before jumping | selenium simulation |
A practical guide to avoiding the pit: these details will kill you
1. Don't gouge on agent qualityThe free proxy often makes a mess, either can not connect, or speed like a snail. ipipgo's enterprise proxy measured availability of 97% or more, especially suitable for the need to monitor the scene 24 hours a day, 7 × 24 hours a day.
2. There's something to be said for distributed deployment: Spread the crawler nodes across different regions with ipipgo'sCity-level location agents, making requests appear to come from all over the country. For example, when monitoring local news, accessing from a local IP is less likely to trigger a windfall.
3. Don't be lazy about exception handling: stop for 10 minutes if you encounter 403, and automatically cut the alternate IP if you encounter CAPTCHA. it is recommended to bury the exception catch in the code, like this:
def safe_crawler().
try.
Normal crawl logic
except CaptchaException as e.
ipipgo.ban_current_ip() flag problem IPs
switch_to_backup_node() switch backup node
except BlockedException: enter_cool_down_mode
enter_cool_down_mode(600) cool down 10 minutes
QA First Aid Station: Quick Answers to Frequently Asked Questions
Q: How can I solve the problem of always encountering CAPTCHA?
A: three directions to improve: ① reduce the frequency of single IP request ② improve the quality of proxy IP ③ simulate the mouse trajectory. Use ipipgo'sHigh Stash Residential Agency+ Automated browser solution that has been tested to keep CAPTCHA occurrences below 5%.
Q: What can I do if I can't catch all the data?
A: eighty percent is being anti-climbing strategy interference. Suggestions: ① check whether the website traffic anomaly alarm is triggered ② use ipipgo'sdynamic port proxy (computing)Avoid port feature exposure ③ Update the crawler strategy regularly, don't use a script until it is old.
Q: How to allocate resources for monitoring multiple websites at the same time?
A: Graded treatment according to the strength of the site's anti-crawl:
- Normal site: 1 IP to monitor 3-5 sites
- Medium protection: 1-to-1 dedicated IP
- Hell of a difficulty: on ipipgoExclusive Agent+ Request fingerprint obfuscation
To be honest, doing real-time news monitoring is like fighting guerrilla warfare, the key has to be flexible. Last week, I helped an e-commerce customer build a price monitoring system with ipipgo, relying on the500+ dynamic IP poolsRotation, hard to glean the whole network price fluctuation data during the double eleven. Remember, a stable proxy service is the oxygen tank of the crawler, don't save the wrong place in this regard.

