So Sánh Công Cụ Web Scraping: Chọn Tool Phù Hợp
Có nhiều tools để scrape. Bài viết so sánh các công cụ scraping phổ biến để bạn chọn đúng.
HTTP Libraries
Requests (Python)
- ✅ Simple, dễ học
- ✅ Session management tốt
- ✅ Widely used
- ❌ Không render JavaScript
- ⭐ Best for: Static HTML pages
httpx (Python)
- ✅ Async/sync support
- ✅ HTTP/2 support
- ✅ Modern API
- ❌ Không render JS
- ⭐ Best for: Async scraping
aiohttp (Python)
- ✅ High performance async
- ✅ Built for concurrency
- ❌ Steeper learning curve
- ⭐ Best for: High-volume scraping
HTML Parsers
BeautifulSoup
- ✅ Very easy to use
- ✅ Flexible selectors
- ✅ Forgiving với bad HTML
- ❌ Slower than alternatives
- ⭐ Best for: Beginners, small projects
lxml
- ✅ Very fast (C-based)
- ✅ XPath support
- ✅ Memory efficient
- ❌ Less forgiving
- ⭐ Best for: Large-scale parsing
Parsel
- ✅ CSS + XPath selectors
- ✅ Used by Scrapy
- ✅ Clean API
- ⭐ Best for: Scrapy users
Browser Automation
Playwright
- ✅ Modern, well-maintained
- ✅ Auto-wait features
- ✅ Multi-browser support
- ✅ Great async support
- ⭐ Best for: JavaScript sites (recommended)
Selenium
- ✅ Mature, stable
- ✅ Large community
- ❌ Slower than Playwright
- ❌ More boilerplate
- ⭐ Best for: Legacy projects
Puppeteer
- ✅ Chrome-focused
- ✅ Good performance
- ❌ Node.js only
- ⭐ Best for: Node.js developers
Frameworks
Scrapy
- ✅ Complete framework
- ✅ Built-in pipelines
- ✅ Middleware system
- ✅ Great for large projects
- ❌ Overkill for simple tasks
- ⭐ Best for: Enterprise scraping
Crawlee
- ✅ Modern framework
- ✅ TypeScript/JavaScript
- ✅ Built-in browser pools
- ⭐ Best for: Node.js projects
Comparison Table
| Tool | JS Render | Speed | Difficulty | Use Case |
|---|---|---|---|---|
| Requests+BS4 | ❌ | Fast | Easy | Static sites |
| Scrapy | ❌* | Fast | Medium | Large scale |
| Playwright | ✅ | Medium | Medium | JS sites |
| Selenium | ✅ | Slow | Easy | Legacy/Testing |
*Scrapy có thể dùng với Splash/Playwright cho JS
Decision Tree
Website có JavaScript động?
├── Không → Requests + BeautifulSoup
│ └── Cần scale lớn? → Scrapy
└── Có → Playwright
└── Cần Node.js? → Puppeteer
Installation
# Basic stack
pip install requests beautifulsoup4 lxml
# Async stack
pip install aiohttp
# Browser automation
pip install playwright
playwright install
# Framework
pip install scrapy
VinaProxy + Any Tool
- Works với tất cả tools
- Simple proxy configuration
- Giá chỉ $0.5/GB
