Create scraper.py

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")