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Access Chrome's network tab (e.g. XHR requests) with Selenium
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# | |
# This small example shows you how to access JS-based requests via Selenium | |
# Like this, one can access raw data for scraping, | |
# for example on many JS-intensive/React-based websites | |
# | |
from time import sleep | |
from selenium import webdriver | |
from selenium.webdriver import DesiredCapabilities | |
# make chrome log requests | |
capabilities = DesiredCapabilities.CHROME | |
capabilities["loggingPrefs"] = {"performance": "ALL"} # newer: goog:loggingPrefs | |
driver = webdriver.Chrome( | |
desired_capabilities=capabilities, executable_path="./chromedriver" | |
) | |
# fetch a site that does xhr requests | |
driver.get("https://sitewithajaxorsomething.com") | |
sleep(5) # wait for the requests to take place | |
# extract requests from logs | |
logs_raw = driver.get_log("performance") | |
logs = [json.loads(lr["message"])["message"] for lr in logs_raw] | |
def log_filter(log_): | |
return ( | |
# is an actual response | |
log_["method"] == "Network.responseReceived" | |
# and json | |
and "json" in log_["params"]["response"]["mimeType"] | |
) | |
for log in filter(log_filter, logs): | |
request_id = log["params"]["requestId"] | |
resp_url = log["params"]["response"]["url"] | |
print(f"Caught {resp_url}") | |
print(driver.execute_cdp_cmd("Network.getResponseBody", {"requestId": request_id})) |
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it doesn't seem to work in headless mode (
headless=False
)