How do I make selenium click on elements and scrape data before the page has fully loaded? My internet connection is quite terrible so it sometimes takes forever to load the page entirely, is there anyway around this?
Don't wait for a page to load using Selenium in Python
26.3k Views Asked by no nein AtThere are 4 best solutions below
On
Update 2022: This behavior is now supported in Chromedriver. Please see @undetected's answer. The answer below is still relevant if you have to use the 'none' pageLoadStrategy (e.g. if you don't want to wait for the page to become interactive).
Old answer:
We can use the 'none' pageLoadStrategy and implement a custom wait function to wait untill our specific element is interactable.
Add the pageLoadStrategy to your desired capabilities when initializing the chromedriver:
from selenium import webdriver
from selenium.webdriver.common.desired_capabilities import DesiredCapabilities
caps = DesiredCapabilities().CHROME
# caps["pageLoadStrategy"] = "normal" # Waits for full page load
# caps["pageLoadStrategy"] = "eager" # Waits for page to be interactive
caps["pageLoadStrategy"] = "none" # Do not wait for full page load
driver = webdriver.Chrome(desired_capabilities=caps, executable_path="path/to/chromedriver.exe")
Note that when using the 'none' strategy you most likely have to implement your own wait method to check if the element you need is loaded.
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as ec
WebDriverWait(driver, timeout=10).until(
ec.visibility_of_element_located((By.ID, "your_element_id"))
)
Now you can start interacting with your element before the page is fully loaded!
On
SAME AS ABOVE for those that use chrome.. USED "EAGER" IN CAPS. WORKS PERFECT. Sped up my time greatly.
from selenium import webdriver
from selenium.webdriver.common.desired_capabilities import DesiredCapabilities
caps = DesiredCapabilities().CHROME
# caps["pageLoadStrategy"] = "normal" # Waits for full page load
caps["pageLoadStrategy"] = "eager" # Do not wait for full page load
driver = webdriver.Chrome(desired_capabilities=caps, executable_path="path/to/chromedriver.exe")
On
UPDATE (since selenium v4.10)
pageLoadStrategy is now added to options. There are 3 modes:
none(undefined: you have to set wait (and timeout) for each command)eager(page becomes interactive but some resources not loaded)normal(Default: complete page load)
In your case you should use eager or none
options = webdriver.ChromeOptions()
options.set_capability('pageLoadStrategy', "eager")
driver = webdriver.Chrome(options=options)
driver.get('https://example.com/')
Update with selenium4 (7 July 2023)
page_load_strategy
page_load_strategy is now an attribute. So the minimal code block to configure page_load_strategy with Selenium v 4.6 and above is as follows:
ChromeDriver 77.0 (which supports Chrome version 77) now supports
eageras pageLoadStrategy.As you question mentions of
click on elements and scrape data before the page has fully loadedin this case we can take help of an attributepageLoadStrategy. When Selenium loads a page/url by default it follows a default configuration withpageLoadStrategyset tonormal. Selenium can start executing the next line of code from differentDocument readiness state. Currently Selenium supports 3 differentDocument readiness statewhich we can configure through thepageLoadStrategyas follows:none(undefined)eager(page becomes interactive)normal(complete page load)Here is the code block to configure the
pageLoadStrategy: