-
-
Save alimp5/133dd1470ddd9bd7ff43124aef7814ca to your computer and use it in GitHub Desktop.
Python multiprocess parallel selenium web scraping with improved performance
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
beautifulsoup4==4.6.3 | |
certifi==2018.10.15 | |
chardet==3.0.4 | |
idna==2.7 | |
lxml==4.2.5 | |
requests==2.20.1 | |
selenium==3.141.0 | |
urllib3==1.24.1 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# answer to https://stackoverflow.com/q/53475578/890242 | |
import requests | |
from urllib.parse import urljoin | |
from multiprocessing.pool import ThreadPool, Pool | |
from bs4 import BeautifulSoup | |
from selenium import webdriver | |
import threading | |
def get_links(link): | |
res = requests.get(link) | |
soup = BeautifulSoup(res.text,"lxml") | |
titles = [urljoin(url,items.get("href")) for items in soup.select(".summary .question-hyperlink")] | |
return titles | |
threadLocal = threading.local() | |
def get_driver(): | |
driver = getattr(threadLocal, 'driver', None) | |
if driver is None: | |
chromeOptions = webdriver.ChromeOptions() | |
chromeOptions.add_argument("--headless") | |
driver = webdriver.Chrome(chrome_options=chromeOptions) | |
setattr(threadLocal, 'driver', driver) | |
return driver | |
def get_title(url): | |
driver = get_driver() | |
driver.get(url) | |
sauce = BeautifulSoup(driver.page_source,"lxml") | |
item = sauce.select_one("h1 a").text | |
print(item) | |
if __name__ == '__main__': | |
url = "https://stackoverflow.com/questions/tagged/web-scraping" | |
ThreadPool(5).map(get_title,get_links(url)) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment