First, why is your Scrapy crawler always blocked? First pull out the key issues
Many developers doing data collection with the Scrapy framework often encounter theRequests blocked, accounts banned, captcha pop-upsThe server recognizes crawlers by three key features: ① high frequency access from the same IP ② abnormal request header information ③ fixed operation behavior pattern. The server identifies crawlers by three key features: ① high frequency access from the same IP ② abnormal request header information ③ fixed pattern of operation behavior. Among them, IP address is the most easily recognized feature - ordinary users will not use the same IP to request a page 50 times in 10 seconds.
Second, the dynamic IP proxy pool of the broken way
The core principle of dynamic IP proxy pooling isSimulate the rhythm of a real-life visit. Through the massive residential IP resources provided by ipipgo, each request automatically switches to a different IP address. For example: the first request with a U.S. IP, the second cut to the Japanese IP, the third time to Brazilian IP. this mechanism can effectively avoid a single IP trigger anti-climbing strategy.
Here's a comparison table illustrating the difference in effect:
take | direct access | Using Dynamic Proxies |
---|---|---|
Requests per hour | 200 times will be blocked | 5000 normal visits |
IP repetition rate | 100% | 0.02% |
CAPTCHA Trigger Rate | 83% | 5% |
Three, five steps to build a highly available agent pool (practical tutorial)
Step 1: Obtaining Dynamic Agent Resources
After registering for a ipipgo account, get the API interface in the console. Note the selection ofDynamic Residential IPtype, support HTTP/HTTPS/SOCKS5 multiple protocols, it is recommended to enable the automatic locale switching function.
Step 2: Configure Scrapy Middleware
Add proxy processing logic to middlewares.py, core code example:
def process_request(self, request, spider). proxy_url = "http://[username]:[password]@gateway.ipipgo.com:port" request.meta['proxy'] = proxy_url
Step 3: Setting Smart Switching Rules
Set up switching strategies based on the anti-crawl strength of the target site:
- Weak anti-crawl: switch IP every 5 requests
- Strong anti-climbing: switching IPs for each request
- Special scenario: switch immediately when encountering CAPTCHA
Step 4: Request frequency control
Use random delay (0.5-3 seconds) in conjunction with the proxy to avoid being recognized as bot behavior even if the IP is changed.
Step 5: Exception handling mechanisms
Set up automatic retry for connection timeout, abnormal response, etc., and mark the failed proxy. ipipgo's IP availability rate is maintained at over 99.2%, which is more stable with the retry mechanism.
IV. Avoiding three common pitfalls
Pit 1: Substandard agent quality
Many agents in the market existHigh IP repetition rate and slow response timeetc. It is recommended to use ipipgo's high stash of residential IP, each session automatically destroyed without leaving a record of use.
Pit 2: Irrational switching strategy
Do not brainless random switching, to adjust the strategy according to the characteristics of the site. Shopping sites are recommended to switch IPs by region, and social media need to be used with the account system.
Pit 3: Neglecting protocol adaptation
Some sites will detect the protocol type, ipipgo supports full protocol proxy, you need to choose according to the scene:
- HTTPS: suitable for financial encrypted websites
- SOCKS5: Ideal for scenarios that require firewall penetration
V. Answers to high-frequency questions
Q: What if it is valid for testing but blocked for official operation?
A: Check whether the browser fingerprinting protection is enabled, it is recommended to use with random User-Agent. ipipgo provides Header camouflage template library can be called directly.
Q: How to detect whether the agent is effective?
A: Search for "Proxy-Authorization" in Scrapy's Debug logs, or visit https://httpbin.org/ip查看当前出口IP.
Q: What do I do if I encounter CAPTCHA validation?
A: Immediately switch IP and reduce the frequency of requests, it is recommended to use ipipgo'sLong-lived session IPThe function maintains the login state and avoids frequent authentication triggers.
With the Dynamic IP Proxy Pool solution, we successfully increased the survival cycle of an e-commerce platform crawler from 2 hours to 17 days. The key points areHigh Quality Agent Resources + Intelligent Switching StrategyThe combination of the use of. It is recommended to directly experience ipipgo's real-time dynamic IP service, which can effectively break through all kinds of anti-climbing restrictions with its 90 million+ residential IP resources worldwide.