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Phil | Rentier Digital

Phil | Rentier Digital⁠

Senior dev, AI-native builder. Real revenue, daily. Claude Code, Codex, whatever ships fastest. SaaS, tools, automations. What works →

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Python Scraper: How to Annihilate 503 Errors and Win the Battle Against WAFs 🛡️ with a Stealthy Rotating Proxy ⚔️

10 min readAug 30, 2024

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While you were calmly scraping competitor sites super quickly, thanks to your rotating proxy, a nasty 503 error suddenly blocks your access to the coveted site… 🛡️

After some investigation, you realize it’s a WAF (Web Application Firewall): a nasty program trying to keep you away from your loot…

After spending five hours on it, I finally found a solution that works 🔪

Brew some coffee, fire up Vscode, and let’s get started…

503 Service Unavailable error

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The 503 error in the context of Python web scraping is quite common… Especially when you’re speeding up your scraping with multi-threading and rotating proxies…

The target site, its host, or its CDN has taken measures to thwart all automated requests: the page is accessible via the browser, but neither curl nor requests seem allowed to retrieve the content.

The error I encountered requires reloading the page in Javascript. You might tell me it’s trivial with Selenium, but let me remind you that we want to use a proxy for more discretion and speed.

Simple Defenses, Simple Counterattacks

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Phil | Rentier Digital
Phil | Rentier Digital

Written by Phil | Rentier Digital⁠

Senior dev, AI-native builder. Real revenue, daily. Claude Code, Codex, whatever ships fastest. SaaS, tools, automations. What works →