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# scraper.py
import asyncio
from playwright.async_api import async_playwright
from bs4 import BeautifulSoup
import requests
import requests
from bs4 import BeautifulSoup
# URL of the page to scrape
url = "https://www.imf.org/en/News/Articles/2024/03/21/pr2494-sri-lanka-imf-staff-level-agreement-for-second-review-sla"
# Send a GET request to the URL
response = requests.get(url)
# Check if the request was successful
if response.status_code == 200:
# Parse the page content
soup = BeautifulSoup(response.content, 'html.parser')
# Extract all text content (paragraphs, headers, etc.)
elements = soup.find_all(['p', 'h1', 'h2', 'h3', 'h4', 'h5', 'h6'])
body_text = "\n".join([element.get_text().strip() for element in elements])
# Extract all links
links = []
for a_tag in soup.find_all('a', href=True):
links.append(a_tag['href'])
# Print the extracted information
print("Body Text:")
print(body_text)
print("\nLinks:")
for link in links:
print(link)
else:
print("Failed to retrieve the webpage")
class Scraper:
@staticmethod
async def power_scrapper(url):
async with async_playwright() as p:
browser = await p.chromium.launch(headless=True)
page = await browser.new_page()
# Block unnecessary resources to speed up loading
await page.route("**/*", lambda route: route.continue_() if route.request.resource_type in ["document", "script"] else route.abort())
# Open the target website
await page.goto(url, wait_until='domcontentloaded')
# Wait for a short time to ensure dynamic content is loaded
await page.wait_for_timeout(1000)
# Extract all links
links = await page.query_selector_all('a')
page_url = []
page_content = []
for link in links:
href = await link.get_attribute('href')
page_url.append(href)
# Extract all text content
elements = await page.query_selector_all('body *')
for element in elements:
text_content = await element.text_content()
if text_content and text_content.strip():
page_content.append(text_content.strip())
await browser.close()
return page_url, page_content
@staticmethod
def get_links(soup):
links = []
for link in soup.find_all('a'):
href = link.get('href')
links.append(href)
return links
@staticmethod
def get_text_content(soup):
text_elements = []
for tag in ['p', 'h1', 'h2', 'h3', 'h4', 'h5', 'h6', 'span']:
elements = soup.find_all(tag)
for element in elements:
text_elements.append(element.get_text())
return text_elements
@staticmethod
def get_title(soup):
title = soup.find('title').get_text()
return title
@staticmethod
async def scrape(url):
headers = {'User-Agent': 'Mozilla/5.0'}
response = requests.get(url, headers=headers)
soup = BeautifulSoup(response.content, 'html.parser')
title = Scraper.get_title(soup)
links = Scraper.get_links(soup)
text_content = Scraper.get_text_content(soup)
if not links:
print("Running alternative scrapper")
links, text_content = await Scraper.power_scrapper(url)
return {"title": title, "URL": links, "Content": text_content}
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