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scrape.py
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scrape.py
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import os
from bs4 import BeautifulSoup
from selenium.webdriver import Remote, ChromeOptions
from selenium.webdriver.chromium.remote_connection import ChromiumRemoteConnection
from selenium.webdriver.common.by import By
from dotenv import load_dotenv
load_dotenv()
AUTH = os.getenv("AUTH")
SBR_WEBDRIVER = f'https://{AUTH}@zproxy.lum-superproxy.io:9515'
def scrape_website(website):
print("Launching chrome browser...")
sbr_connection = ChromiumRemoteConnection(SBR_WEBDRIVER, 'goog', 'chrome')
with Remote(sbr_connection, options=ChromeOptions()) as driver:
driver.get(website)
print('Waiting captcha to solve...')
solve_res = driver.execute('executeCdpCommand', {
'cmd': 'Captcha.waitForSolve',
'params': {'detectTimeout': 10000},
})
print('Captcha solve status:', solve_res['value']['status'])
print('Taking page screenshot to file page.png')
driver.get_screenshot_as_file('./page.png')
print('Navigated! Scraping page content...')
html = driver.page_source
return html
def extract_body_content(html_content):
soup = BeautifulSoup(html_content, 'html.parser')
body_content = soup.body
if body_content:
return str(body_content)
return ""
def clean_body_content(body_content):
soup = BeautifulSoup(body_content, 'html.parser')
for script_or_style in soup(["script", "style"]):
script_or_style.extract()
cleaned_content = soup.get_text(separator="\n")
cleaned_content = "\n".join(line.strip() for line in cleaned_content.splitlines() if line.strip())
return cleaned_content
def split_dom_content(dom_content, max_length=6000):
return [
dom_content[i: i + max_length] for i in range(0, len(dom_content), max_length)
]