Create scraper.py

scraper.py

@@ -0,0 +1,56 @@
+import requests
+from bs4 import BeautifulSoup as BS
+from tqdm import tqdm
+
+# !git clone https://github.com/Ammar-Azman/xtractor.git
+
+from xtractor.utils import dumps_the_json, jsonl_converter
+
+def get_lyrics_link():
+    links = []
+    for i in tqdm(range(1, 199)):
+        url= f"http://liriklagu.net/melayu/page/{i}"
+        response = requests.get(url)
+        # print(url, response.status_code)
+        bs = BS(response.text, "lxml")
+        all_h2 = bs.find_all("h2", class_="post-title")
+        for h2 in all_h2:
+            href = h2.find("a", href=True)["href"]
+            links.append(href)
+    return links
+
+def get_data(links:list, start, end):
+    full_data = {"title":[], "body":[]}
+    
+    for link in tqdm(links[start:end]):
+        try:
+            response = requests.get(link)
+            tajuk = link.split("/")[-2].replace("-", " ").title()
+            penyanyi = link.split("/")[-3].replace("-", " ").title()
+            title = f"{tajuk} - {penyanyi}"
+            # print(response.status_code)
+            bs = BS((response.text).replace("<br>", "\n"), "lxml")
+            div = bs.find("div", class_="post-content entry-content")
+            p_tag = div.find_all("p")
+    
+            lyrics = []
+            for p in p_tag:
+                text = p.text
+                lyrics.append(text)
+    
+            full_text = " ".join(lyrics)
+            full_data["title"].append(title)
+            full_data["body"].append(full_text)
+        except:
+            print("Error", link)
+            continue
+            
+    return full_data
+
+if __name__ == "__main__":
+    links = get_lyrics_link()
+    full_data = get_data(links, 0, None) # index 0 till end
+    dumps_the_json(content=full_data, json_file_name="lirik_lagu_dotnet_0_end.json")
+    jsonl_converter("lirik_lagu_dotnet_0_end.json","lirik_lagu_dotnet_0_end.jsonl", 
+                "title", "body")
+