Skip to content


MIT 13 2 6,045
1.9 thousand (month) Jul 26 2019 1.1.14(1 year, 11 months ago)
412 2 28 AGPL-3.0
Feb 20 2022 34 (month) 0.1.3(11 months ago)

Autoscraper project is made for automatic web scraping to make scraping easy. It gets a url or the html content of a web page and a list of sample data which we want to scrape from that page. This data can be text, url or any html tag value of that page. It learns the scraping rules and returns the similar elements. Then you can use this learned object with new urls to get similar content or the exact same element of those new pages.

Autoscraper is minimalistic and auto-generative approach to web scraping. For example, here's a scraper that finds all titles on a page:

from autoscraper import AutoScraper

url = ''

# We can add one or multiple candidates here.
# You can also put urls here to retrieve urls.
wanted_list = ["What are metaclasses in Python?"]

scraper = AutoScraper()
result =, wanted_list)

Dude (dude uncomplicated data extraction) is a very simple framework for writing web scrapers using Python decorators. The design, inspired by Flask, was to easily build a web scraper in just a few lines of code. Dude has an easy-to-learn syntax.

The simplest web scraper will look like this:

from dude import select

def get_link(element):
    return {"url": element.get_attribute("href")}

dude supports multiple parser backends: - playwright
- lxml
- parsel - beautifulsoup - pyppeteer - selenium



Example Use

from dude import select

This example demonstrates how to use Parsel + async HTTPX
To access an attribute, use:
You can also access an attribute using the ::attr(name) pseudo-element, for example "a::attr(href)", then:
To get the text, use ::text pseudo-element, then:

@select(css="a.url", priority=2)
async def result_url(selector):
    return {"url": selector.attrib["href"]}

# Option to get url using ::attr(name) pseudo-element
@select(css="a.url::attr(href)", priority=2)
async def result_url2(selector):
    return {"url2": selector.get()}

@select(css=".title::text", priority=1)
async def result_title(selector):
    return {"title": selector.get()}

@select(css=".description::text", priority=0)
async def result_description(selector):
    return {"description": selector.get()}

if __name__ == "__main__":
    import dude[""], parser="parsel")

Alternatives / Similar

Was this page helpful?