crawl-mufti-selangor / scraper.py
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Create scraper.py
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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")