There are several alternatives to Scrapy, a popular Python framework for web scraping. These alternatives come with their own unique features and advantages. Here are some of them:
- BeautifulSoup: BeautifulSoup is a Python library used for web scraping purposes to pull the data out of HTML and XML files. It creates a parse tree from page source code that can be used to extract data in a hierarchical and more readable manner.
from bs4 import BeautifulSoup
import requests
URL = "http://example.com"
page = requests.get(URL)
soup = BeautifulSoup(page.content, "html.parser")
- Selenium: Selenium is a powerful tool for controlling web browsers through the program. It's most commonly used for web scraping or to automate browser-based tasks.
from selenium import webdriver
URL = 'http://example.com'
driver = webdriver.Firefox()
driver.get(URL)
- Puppeteer: Puppeteer is a Node library developed by the Chrome team. It provides a high-level API to control Chrome or Chromium over the DevTools Protocol. Puppeteer runs headless by default but can be configured to run non-headless.
const puppeteer = require('puppeteer');
let scrape = async () => {
const browser = await puppeteer.launch();
const page = await browser.newPage();
await page.goto('http://example.com');
browser.close();
};
scrape();
- Cheerio: Cheerio is a fast, flexible, and lean implementation of core jQuery designed specifically for the server. It makes parsing, manipulating, and rendering efficient.
const cheerio = require('cheerio');
const $ = cheerio.load('<h2 class="title">Hello world</h2>');
$('h2.title').text('Hello there!');
$('h2').addClass('welcome');
$.html();
- Requests-HTML: Requests-HTML is a Pythonic HTML Parsing library built on Pyppeteer for automating your JavaScript dynamic web scraping tasks.
from requests_html import HTMLSession
session = HTMLSession()
r = session.get('http://example.com')
about = r.html.find('#about', first=True)
print(about.text)
- Playwright: Playwright is a Node.js library to automate Chromium, Firefox and WebKit browsers with a single API. It enables cross-browser web automation that is ever-green, capable, reliable and fast.
const { chromium } = require('playwright'); // Or 'firefox' or 'webkit'.
(async () => {
const browser = await chromium.launch();
const page = await browser.newPage();
await page.goto('http://example.com');
await browser.close();
})();
Remember, the choice of library or framework heavily depends on the requirements of your specific scraping project.