Created
May 22, 2023 11:40
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Scraping browser example
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import re | |
import asyncio | |
import os | |
from bs4 import BeautifulSoup | |
from bs4.element import NavigableString | |
from playwright.async_api import async_playwright | |
USERNAME = "USERNAME HERE" | |
PASSWORD = "PASSWORD HERE" | |
HOST = "zproxy.lum-superproxy.io:9222" | |
async def get(uri, parse_fn): | |
print("Loading", uri) | |
browser_url = f"https://{USERNAME}:{PASSWORD}@{HOST}" | |
async with async_playwright() as pw: | |
browser = await pw.chromium.connect_over_cdp(browser_url) | |
page = await browser.new_page() | |
await page.goto(uri, timeout=120000) | |
try: | |
result = await parse_fn(await page.evaluate("()=>document.documentElement.outerHTML")) | |
await browser.close() | |
return result | |
except Exception as e: | |
print(e) | |
def parse_stock_price(html): | |
soup = BeautifulSoup(html, "html.parser") | |
element = soup.find("fin-streamer", attrs={ | |
"data-test": "qsp-price"} | |
) | |
if element is not None: | |
return element.get("value") | |
return "N/A" | |
async def parse_top_stocks(html): | |
soup = BeautifulSoup(html, "html.parser") | |
element = soup.find("table", attrs={ | |
"class": "mdc-table__content" | |
}) | |
span_elements = element.find_all("span", attrs={"class": "article__table-subunit"}) | |
for span in span_elements: | |
if isinstance(span.contents[0], NavigableString): | |
ticker = span.getText() | |
price = await get( | |
uri=f"https://finance.yahoo.com/quote/{ticker}", | |
parse_fn=parse_stock_price | |
) | |
print(ticker, price) | |
asyncio.run(get( | |
uri="https://www.morningstar.com/articles/1091882/the-10-best-companies-to-invest-in-now", | |
parse_fn=parse_top_stocks | |
)) |
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