from selenium import webdriver from webdriver_manager.chrome import ChromeDriverManager from selenium.webdriver.chrome.options import Options as ChromeOptions from selenium.webdriver.support.ui import WebDriverWait from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.common.by import By from selenium.common.exceptions import TimeoutException from bs4 import BeautifulSoup import time import re import os import requests import csv from urllib.parse import urljoin from google_drive_handle import authenticate_google_drive drive = authenticate_google_drive() # Set up Chrome WebDriver with options options = ChromeOptions() options.add_argument('--headless') options.add_argument('--no-sandbox') options.add_argument('--disable-dev-shm-usage') options.add_argument('log-level=3') # Initialize the Chrome WebDriver wd = webdriver.Chrome(options=options) def download_image(img_url): return img_url def scroll_page(expected_article_count): scroll_pause_time = 2 screen_height = wd.execute_script("return window.innerHeight;") scrolled_height = 0 while True: scrolled_height += screen_height wd.execute_script(f"window.scrollTo(0, {scrolled_height});") time.sleep(scroll_pause_time) new_height = wd.execute_script("return document.body.scrollHeight") if scrolled_height >= new_height: break soup = BeautifulSoup(wd.page_source, 'html.parser') articles = soup.find_all('div', class_='overlay card') if len(articles) >= expected_article_count: break def scrape_article_details(article_url): try: wd.get(article_url) WebDriverWait(wd, 10).until(EC.presence_of_element_located((By.CLASS_NAME, 'article-content'))) soup = BeautifulSoup(wd.page_source, 'html.parser') content_tag = soup.find('div', class_='article-content') content = content_tag.get_text().strip() if content_tag else "" date_tag = soup.find('small', class_='text-muted time') date = date_tag.get_text().strip() if date_tag else "" image_tag = soup.find('img', class_='wp-post-image') image_url = image_tag['src'] if image_tag else None img_url = download_image(urljoin(article_url, image_url)) if image_url else None return content, date, img_url except TimeoutException: print("Timed out waiting for page elements to load") return "", "", None except Exception as e: print(f"An error occurred while scraping article details: {str(e)}") return "", "", None def scrape_article_details(article_url): try: wd.get(article_url) WebDriverWait(wd, 10).until(EC.presence_of_element_located((By.CLASS_NAME, 'article-content'))) # Adjusted to wait for article content soup = BeautifulSoup(wd.page_source, 'html.parser') content_tag = soup.find('div', class_='article-content') content = content_tag.get_text().strip() if content_tag else "" date_tag = soup.find('small', class_='text-muted time') date = date_tag.get_text().strip() if date_tag else "" image_tag = soup.find('img', class_='wp-post-image') image_url = image_tag['src'] if image_tag else None img_url = download_image(urljoin(article_url, image_url)) if image_url else None return content, date, img_url except TimeoutException: print("Timed out waiting for page elements to load") return "", "", None, "" except Exception as e: print(f"An error occurred while scraping article details: {str(e)}") return "", "", None, "" def sanitize_filename(filename): return re.sub(r'[^\w\s-]', '', filename).strip().lower().replace(' ', '_') def scrape_category(category_url, num_articles): print("Attempting to scrape:", category_url) articles_data = [] wd.get(category_url) scroll_page(num_articles) soup = BeautifulSoup(wd.page_source, 'html.parser') articles = soup.find_all('div', class_='overlay card') for article in articles[:num_articles]: link_tag = article.find('a', class_='stretched-link') link = link_tag['href'] if link_tag else "" title_tag = article.find('h3', class_='card-title') title = title_tag.get_text().strip() if title_tag else "" content, date, img_url = scrape_article_details(link) article_data = { "Title": title, "Date": date, "Category": category_url.split('/')[-1], "Content": content, "Link": link, "Image": img_url } print(f"Scraping article: {title}, Link: {link}") articles_data.append(article_data) # Save scraped data to a CSV file category_name = sanitize_filename(category_url.split("/")[-1]) csv_file_path = os.path.join(os.getcwd(), f'{category_name}_data_fr.csv') file_mode = 'a' if os.path.exists(csv_file_path) else 'w' try: with open(csv_file_path, file_mode, newline='', encoding='utf-8') as file: fieldnames = ["Title", "Date", "Category", "Content", "Link", "Image"] writer = csv.DictWriter(file, fieldnames=fieldnames) if file_mode == 'w': writer.writeheader() for article in articles_data: writer.writerow(article) print(f"CSV file saved successfully at {csv_file_path}") except IOError as e: print(f"Failed to save file at {csv_file_path}: {e}") return None # Return None to indicate failure # Check if the file exists before uploading if os.path.exists(csv_file_path): print(f"File successfully created at {csv_file_path}") return csv_file_path else: print(f"Failed to create file for {category_url}") return None