I am trying to scrape a website with the help of BeautifulSoup. I am not able to get the contents of the website but it is on the source code when I inspect the site.
import requests
import urllib
from bs4 import BeautifulSoup
url1 = 'https://recruiting.ultipro.com/usg1006/JobBoard/dfc53730-57d1-3460-336f-ddafabd108f3/?q=&o=postedDateDesc'
response1 = get(url1)
print(response1.text[:500])
html_soup1 = BeautifulSoup(response1.text, 'html.parser')
type(html_soup1)
all_info1 = html_soup1.find("div", {"data-bind": "foreach: opportunities"})
all_info1
all_automation1 = all_info1.find_all("div",{"data-automation":"opportunity"})
all_automation1
In the source code there is "job-title", "location" and "description" and other details but I am not able to see the same details in the html contents.
You should try like this or anything similar to fetch the title from that page:
import time
from selenium import webdriver
from bs4 import BeautifulSoup
driver = webdriver.Chrome()
driver.get('https://recruiting.ultipro.com/usg1006/JobBoard/dfc53730-57d1-3460-336f-ddafabd108f3/?q=&o=postedDateDesc')
time.sleep(3) #let the browser load it's content
soup = BeautifulSoup(driver.page_source,'lxml')
for item in soup.select("h3 .opportunity-link"):
print(item.text)
driver.quit()
Related
I am trying to scrape all company names from inc5000 site ("https://www.inc.com/inc5000/2021"). The problem is that the company names are displayed using JavaScript. I have tried using selenium and requests_html both to render the site but still when I fetch source code of page i get JavaScript. This is what I tried. I am new to web scraping so it is possible that I am making some foolish mistake. please guide
Here is my code.
...
from selenium import webdriver
from webdriver_manager.chrome import ChromeDriverManager
from selenium.webdriver.chrome.options import Options
from bs4 import BeautifulSoup
options = Options()
options.headless = True
driver = webdriver.Chrome(ChromeDriverManager().install(),options=options)
driver.get("https://www.inc.com/inc5000/2021")
data=driver.page_source
print(data)
...
You could give some time to render or use seleniums waits:
...
import time
driver.get('https://www.inc.com/inc5000/2021')
time.sleep(5)
data = driver.page_source
soup = BeautifulSoup(data)
for e in soup.select('.company'):
print(e.text)
...
Why do you need beautiful soup, you just could use selenium:
from selenium import webdriver
from selenium.webdriver.common.by import By
driver = webdriver.Chrome()
driver.get("https://www.inc.com/inc5000/2021")
companies = [e.text for e in driver.find_elements(By.CLASS_NAME, "company")]
This will only give you the elements in the viewport. You need to improve on that by scrolling.
I am trying to parse the date element ("3 February 2022") on the following webpage. However, I am unable to find it, even when using selenium to load it. Any suggestions to what I am doing wrong? Currently trying with the following code:
import requests as re
from bs4 import BeautifulSoup
import time
import re
from selenium import webdriver
url = "http://www.londonstockexchange.com/news-article/SAIN/net-asset-value-s/15316710"
driver = webdriver.Chrome()
driver.get(url)
time.sleep(5)
soup = str(BeautifulSoup(driver.page_source, 'html.parser'))
date = re.findall("[0-9]{1,2}\s[A-Z][a-z]+\s[0-9]{4}", soup)
print(f'Tager {date[-1]} ud af mulige datoer: {date}')
I am trying to scrape a site for link to the newest factsheet. I've tried using Selenium and BeautifulSoup, however each time I am unable to find the link using the tools. For instance when checking the output using Soup I get nothing from the part. Any suggestions?
Link to site scraped site
Using selenium:
#BIOG
from selenium.webdriver.common.by import By
from selenium import webdriver
from selenium.webdriver.chrome.options import Options
options = Options()
options.headless = True
driver = webdriver.Chrome(options=options)
driver.get('https://www.biotechgt.com/performance/monthly-factsheets')
html = driver.page_source
driver.find_elements(By.XPATH, '/html/body/div/main/section/div/div/div/div/div[2]/div/div[1]/div[2]/div/table/tbody[1]/tr[2]/td/a')
To get all download links from the page, you can use next example:
import requests
from bs4 import BeautifulSoup
url = "https://www.biotechgt.com/performance/monthly-factsheets"
soup = BeautifulSoup(
requests.get(url, cookies={"dp-disclaimer": "APPROVED"}).content,
"html.parser",
)
for a in soup.select("a.gtm-downloads:has(.btn-download)"):
print(a["href"])
Prints:
https://www.biotechgt.com/download_file/force/191/209
https://www.biotechgt.com/download_file/force/187/209
https://www.biotechgt.com/download_file/force/185/209
https://www.biotechgt.com/download_file/force/184/209
...
You have page source
html = driver.page_source
but you are not using it in soup at all.
so change that :
soup = BeautifulSoup(driver.page_source, "lxml")
As far as Selenium is concerned :
You can use below css selector :
a[href^='https://www.biotechgt.com/download']
in code
ele = driver.find_element(By.CSS_SELECTOR, "a[href^='https://www.biotechgt.com/download']")
then you can do
ele.click() or any other stuff with web element.
Update 1:
driver.maximize_window()
driver.implicitly_wait(30)
driver.get("https://www.biotechgt.com/performance/monthly-factsheets")
wait = WebDriverWait(driver, 10)
wait.until(EC.element_to_be_clickable((By.XPATH, "//a[text()=' Allow all cookies ']"))).click()
driver.execute_script("var scrollingElement = (document.scrollingElement || document.body);scrollingElement.scrollTop = scrollingElement.scrollHeight;")
wait.until(EC.element_to_be_clickable((By.XPATH, "//button[text()='Accept']"))).click()
ActionChains(driver).move_to_element(wait.until(EC.visibility_of_element_located((By.CSS_SELECTOR, "a[href^='https://www.biotechgt.com/download']")))).perform()
for link in driver.find_elements_by_css_selector("a[href^='https://www.biotechgt.com/download']"):
print(link.get_attribute('href'))
import beautifulsoup
import requests
pageurl = "https://learning.edx.org/course/course-v1:TUMx+iLabx+2T2020/block-v1:TUMx+iLabx+2T2020+type#sequential+block#d7110bd0bcf4448eb3b170be28f7dfe4/block-v1:TUMx+iLabx+2T2020+type#vertical+block#141d0b4db33649b7bbffd7c4ec8a465c"
r = requests.get(pageurl)
soup = beautifulsoup(r.content,"html5lib")
links = soup.findALL("a")
I have Anaconda3 installed on my machine. When I do pip list in the cmd I can see beautifulsoup4 present there with other packages,but when I import it in spyder IDE it shows NoModuleFoundError. I have also tried pip installing bs4 but it dosen't work.
Make sure you're importing bs4 and not beautifulsoup4
You have to use from bs4 import BeautifulSoup instead of import beautifulsoup and You have to use soup = BeautifulSoup(r.content,"html5lib") instead of soup = beautifulsoup(r.content,"html5lib").
from bs4 import BeautifulSoup
import requests
pageurl = "https://learning.edx.org/course/course-v1:TUMx+iLabx+2T2020/block-v1:TUMx+iLabx+2T2020+type#sequential+block#d7110bd0bcf4448eb3b170be28f7dfe4/block-v1:TUMx+iLabx+2T2020+type#vertical+block#141d0b4db33649b7bbffd7c4ec8a465c"
r = requests.get(pageurl)
soup = BeautifulSoup(r.content,"html5lib")
Similar to beautiful soup find returns none from rightmove, but for a different site: https://www.sainsburys.co.uk/gol-ui/SearchDisplayView?filters[keyword]=milk
I try running:
url='https://www.sainsburys.co.uk/gol-ui/SearchDisplayView?filters[keyword]=banana'
# configure driver
chrome_options = webdriver.ChromeOptions()
chrome_options.add_argument("--headless")
chrome_driver = os.getcwd() + "\\chromedriver.exe" # IF NOT IN SAME FOLDER CHANGE THIS PATH
driver = webdriver.Chrome(options=chrome_options, executable_path=chrome_driver)
driver.get(url)
page = driver.page_source
page_soup = soup(page,'html.parser')
container_tag1='pt__content'
containers = page_soup.findAll("div",{"class":container_tag1})
# print(containers)
print(len(containers))
to no avail.
I tried without selenium, and failed as well.
Any suggestions?
You have to wait for the page to fully render before passing the HTML to BeautifulSoup. One option is to use the .sleep method from the built-in time module.
from time import sleep
from selenium import webdriver
from bs4 import BeautifulSoup
URL = "https://www.sainsburys.co.uk/gol-ui/SearchDisplayView?filters[keyword]=banana"
driver = webdriver.Chrome(r"c:\path\to\chromedriver.exe")
driver.get(URL)
sleep(5) # <-- Wait for the page to fully render
soup = BeautifulSoup(driver.page_source, "html.parser")
print(soup.find_all("div", {"class": "pt__content"}))