A simple web scraping tool for recipe sites.
pip install recipe-scrapersthen:
from recipe_scrapers import scrape_me
scraper = scrape_me('https://www.allrecipes.com/recipe/158968/spinach-and-feta-turkey-burgers/')
# Q: What if the recipe site I want to extract information from is not listed below?
# A: You can give it a try with the wild_mode option! If there is Schema/Recipe available it will work just fine.
scraper = scrape_me('https://www.feastingathome.com/tomato-risotto/', wild_mode=True)
scraper.host()
scraper.title()
scraper.total_time()
scraper.image()
scraper.ingredients()
scraper.ingredient_groups()
scraper.instructions()
scraper.instructions_list()
scraper.yields()
scraper.to_json()
scraper.links()
scraper.nutrients() # not always available
scraper.canonical_url() # not always available
scraper.equipment() # not always available
scraper.cooking_method() # not always availableYou also have an option to scrape html-like content
import requests
from recipe_scrapers import scrape_html
url = "https://www.allrecipes.com/recipe/158968/spinach-and-feta-turkey-burgers/"
html = requests.get(url).content
scraper = scrape_html(html=html, org_url=url)
scraper.title()
scraper.total_time()
# etc...Notes:
scraper.links()returns a list of dictionaries containing all of the <a> tag attributes. The attribute names are the dictionary keys.
Some Python HTTP clients that you can use to retrieve HTML include requests and httpx. Please refer to their documentation to find out what options (timeout configuration, proxy support, etc) are available.
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- https://www.waitrose.com/
- https://watchwhatueat.com/
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- https://www.weightwatchers.com/ (*)
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- https://yemek.com/
- https://yummly.com/ (*)
- https://www.zaubertopf.de
- https://zeit.de/ (wochenmarkt)
- https://zenbelly.com/
(*) offline saved files only
If you spot a design change (or something else) that makes the scraper unable to work for a given site - please fire an issue asap.
If you are programmer PRs with fixes are warmly welcomed and acknowledged with a virtual beer. You can find documentation on how to develop scrapers here.
- Open an Issue providing us the site name, as well as a recipe link from it.
- You are a developer and want to code the scraper on your own:
- If Schema is available on the site - you can go like this.
- Otherwise, scrape the HTML - like this
Generating a new scraper class:
python generate.py <ClassName> <URL>
- ClassName: The name of the new scraper class.
- URL: The URL of an example recipe from the target site. The content will be stored in
test_datato be used with the test class.
You can find a more detailed guide here.
Assuming you have >=python3.8 installed, navigate to the directory where you want this project to live in and drop these lines
git clone git@github.com:hhursev/recipe-scrapers.git &&
cd recipe-scrapers &&
python -m venv .venv &&
source .venv/bin/activate &&
python -m pip install --upgrade pip &&
pip install -r requirements-dev.txt &&
pip install pre-commit &&
pre-commit install &&
python -m unittestIn case you want to run a single unittest for a newly developed scraper
python -m unittest -k <test_file_name>- How do I know if a website has a Recipe Schema? Run in python shell:
from recipe_scrapers import scrape_me
scraper = scrape_me('<url of a recipe from the site>', wild_mode=True)
# if no error is raised - there's schema available:
scraper.title()
scraper.instructions() # etc.If you're using this library to collect large numbers of recipes from the web, please use the software responsibly and try to avoid creating high volumes of network traffic.
Python's standard library provides a robots.txt parser that may be helpful to automatically follow common instructions specified by websites for web crawlers.
Another parser option -- particularly if you find that many web requests from urllib.robotparser are blocked -- is the robotexclusionrulesparser library.
All the contributors that helped improving the package. You are awesome!
You want to gather recipes data?
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You have an idea you want to implement?
Check out our "Share a project" wall - it may save you time and spark ideas!