import requests from tqdm import tqdm from bs4 import BeautifulSoup as BS from xtractor.utils import dumps_the_json, jsonl_converter def get_hrefs(): all_hrefs = [] for i in range(1, 11): # url = f"https://www.muftiselangor.gov.my/keputusan-fatwa-tidak-diwartakan/{i}" url = f"https://www.muftiselangor.gov.my/keputusan-fatwa-diwartakan/{i}" response = requests.get(url) print(url, response.status_code) bs = BS(response.text, "lxml") div_all = bs.find_all("div", {"class":"elementor-post__card"}) hrefs = [x.find("a", href=True)["href"] for x in div_all] all_hrefs.append(hrefs) all_hrefs_ = [y for x in all_hrefs for y in x] return all_hrefs_ def get_title_body(all_hrefs_): full_data = {"title":[], "body":[]} for link in tqdm(all_hrefs_): title = " ".join(link.split("/")[-2].split("-")).title() response = requests.get(link) bs = BS(response.text, "lxml") main = bs.find("main", class_="site-main") body = main.text.strip() full_data["title"].append(title) full_data["body"].append(body) return full_data if __name__ == "__main__": all_hrefs = get_hrefs() full_data = get_title_body() dumps_the_json(content=full_data, json_file_name="fatwa_selangor_diwartakan.json") jsonl_converter("fatwa_selangor_diwartakan.json","fatwa_selangor_diwartakan.jsonl", "title", "body")