Update app.py

app.py

@@ -4,7 +4,7 @@ import gradio as gr
 from transformers import pipeline
 
 # ======================
-# MODEL
+# MODEL (LOAD SEKALI)
 # ======================
 classifier = pipeline(
     "zero-shot-classification",
@@ -80,8 +80,8 @@ def sliding_window(kalimat, window=4):
     ]
 
 def event_completeness(text):
-    score = 0
     text = text.lower()
+    score = 0
     for words in EVENT_UNITS.values():
         if any(w in text for w in words):
             score += 1
@@ -111,12 +111,17 @@ def analyze_text(judul, isi):
 
     for w in windows:
         for kategori, desc in SEMANTIC_EVENT.items():
-            res = classifier(w, desc, hypothesis_template="Teks ini menggambarkan {}.")
+            res = classifier(
+                w,
+                desc,
+                hypothesis_template="Teks ini menggambarkan {}."
+            )
             score = max(res["scores"])
 
             if score < THRESHOLD[kategori]:
                 continue
 
+            # Zona abu-abu → validasi
             if score < 0.60:
                 if event_completeness(w) < 2:
                     continue
@@ -137,12 +142,15 @@ app = Flask(__name__)
 
 @app.route("/analyze", methods=["POST"])
 def analyze_api():
-    data = request.json
-    result = analyze_text(data.get("judul", ""), data.get("isi", ""))
+    data = request.json or {}
+    result = analyze_text(
+        data.get("judul", ""),
+        data.get("isi", "")
+    )
     return jsonify(result)
 
 # ======================
-# GRADIO DEMO (JANGAN DIHILANGKAN)
+# GRADIO DEMO (WAJIB ADA)
 # ======================
 def gradio_analyze(judul, isi):
     r = analyze_text(judul, isi)
@@ -162,7 +170,12 @@ demo = gr.Interface(
 )
 
 # ======================
-# ENTRY POINT
+# ENTRY POINT (INI YANG FIX RESTART)
 # ======================
 if __name__ == "__main__":
-    demo.launch(server_name="0.0.0.0", server_port=8080)
+    demo.launch(
+        server_name="0.0.0.0",
+        server_port=8080,
+        share=False,
+        ssr_mode=False   #INI KUNCI STABILITAS HF SPACE
+    )