Crawler IP failure automatic detection and rejection mechanism to achieve the program

Underlying Logic for Proxy IP Failure Detection

In the actual crawler business, theProxy IP failure is like a leaky pipe.If this is not handled in a timely manner, it will affect the operational efficiency of the entire system. The most common failure scenarios include IP being blocked by the target website, proxy server response timeout, and expiration of IP survival cycle. To solve this problem, we need to establishReal-time monitoring -> Intelligent judgment -> Automatic exclusion -> Dynamic supplementationThe closed-loop mechanism.

Build a basic inspection system in three steps

First tier detection of useheartbeat detection method: Send HEAD requests to the robots.txt of the target website every 5 minutes. If the response time exceeds 3 seconds for 3 consecutive times or returns a non-200 status code, it will be marked as a suspected invalid IP.

The second level of detection was performed usingBusiness simulation method: Visit the real target page of the business (e.g. product detail page of an e-commerce website) with the IP to be detected, and check whether the key elements of the page exist or not. It is recommended to use ipipgo'sResidential Proxy IP, whose real home network environment effectively avoids conventional detection features.

Third level setupfusion mechanism: When an IP continuously triggers an alarm, it is automatically moved into quarantine and the backup IP is activated. at this point ipipgo'sDynamic IP pool rotation functionIt will work, automatically replenishing fresh available IP.

Practical case: Python detection script implementation

Use the requests library to implement the basic detection function (sample pseudo-code):

def check_proxy(proxy).
    try.
        resp = requests.get('https://目标网站/health-check',
                          proxies={"http": proxy, "https": proxy}, timeout=10))
                          timeout=10)
        return resp.status_code == 200 and 'Normal logo' in resp.text
    except.
        return False

In conjunction with the ipipgo providedAPI interfaceThe latest list of available IPs can be obtained in real time. It is recommended to deploy the detection script to servers in multiple geographies to avoid single-point detection errors.

Smart Optimization Tips

Adapt detection strategies to business scenarios:

Frequently Asked Questions QA

Q: Will too frequent detection lead to IP blocking?
A: Using ipipgo'squantity-based billing model, combined with its 90 million+ residential IP resource pool, can effectively decentralize detection requests.

Q: How can I quickly replenish my IP after auto culling?
A: It is recommended to also call ipipgo'sFilter interfaces by geography + carrier, acquiring new IPs in real time that match the business.

Q: How can I avoid misjudging normal IPs?
A: SettingsThree-tier fusion mechanism: The first exception is recorded only, the second is deprioritized, and the third is eliminated completely. Also utilize ipipgo'sIP Quality Score DataAssisted Judgment.

With the above program, in conjunction with ipipgo'sFull Protocol Supportrespond in singingMulti-country IP resources, you can build a stable and efficient crawler system. It is recommended that you use ipipgo'sFree Trial ServicePerform program validation and adjust detection threshold parameters based on actual business data.