π·οΈ Scrapy Tutorial
Scrapy is a fast, open-source web crawling and scraping framework written in Python. It allows you to extract structured data from websites and is ideal for building large-scale web scrapers.
π Why Use Scrapy?
- Asynchronous and high-performance
- Handles crawling, scraping, and data pipelines
- Supports retries, throttling, and logging out of the box
- Can export data to JSON, CSV, XML, or databases
π οΈ Installation
Install Scrapy using pip:
To verify:
π Creating a Scrapy Project
This creates the following structure:
quotes_scraper/
βββ scrapy.cfg
βββ quotes_scraper/
βββ __init__.py
βββ items.py
βββ middlewares.py
βββ pipelines.py
βββ settings.py
βββ spiders/
π§ Writing Your First Spider
Create a file in spiders/ called quotes_spider.py:
import scrapy
class QuotesSpider(scrapy.Spider):
name = "quotes"
start_urls = ['http://quotes.toscrape.com/']
def parse(self, response):
for quote in response.css("div.quote"):
yield {
'text': quote.css("span.text::text").get(),
'author': quote.css("small.author::text").get(),
'tags': quote.css("div.tags a.tag::text").getall(),
}
next_page = response.css("li.next a::attr(href)").get()
if next_page:
yield response.follow(next_page, self.parse)
βΆοΈ Running the Spider
From the root directory of your project:
π€ Exporting Data
You can save the scraped data to a file like this:
π§± Scrapy Project Structure Overview
items.pyβ Define data modelspipelines.pyβ Clean/process datamiddlewares.pyβ Modify requests/responsessettings.pyβ Configuration (user agents, delays, throttling, pipelines)
π§© Useful Features
- Request throttling: Respect site load using
DOWNLOAD_DELAYandAUTOTHROTTLE. - User-Agent spoofing: Pretend to be a real browser.
- Login support: Handle login forms using
FormRequest. - Middleware: Customize request/response behavior globally.
β οΈ Tips & Ethics
- Respect
robots.txt - Don't hammer servers β use delays and rate limits
- Never scrape private or copyrighted content without permission
π Learn More
- Official Docs: https://docs.scrapy.org
- Scrapy FAQ: https://docs.scrapy.org/en/latest/faq.html
Ready to level up your scraping game? Try building spiders that:
- Login and maintain sessions
- Follow multiple link levels
- Scrape multiple websites in one project
Happy crawling! πΈοΈ