Update app.py

app.py

@@ -2,21 +2,16 @@ import re
 import gradio as gr
 from transformers import pipeline
 import os
-import logging
 
 # ======================
-# ENV + LOGGING
+# ENV
 # ======================
 os.environ["GRADIO_ANALYTICS_ENABLED"] = "False"
-
-logging.basicConfig(
-    filename="debug.log",
-    level=logging.INFO,
-    format="%(asctime)s | %(message)s"
-)
+DEBUG = True   # ← MATIKAN kalau sudah selesai
 
 def log(msg):
-    logging.info(msg)
+    if DEBUG:
+        print(msg, flush=True)
 
 # ======================
 # MODEL (LOAD SEKALI)
@@ -106,7 +101,7 @@ def rating_usia(kategori):
     return 0
 
 # ======================
-# CORE ANALYSIS + DEBUG
+# CORE ANALYSIS + DEBUG KE CONTAINER
 # ======================
 def analyze_text(judul, isi):
     kalimat = split_kalimat(isi)
@@ -114,55 +109,53 @@ def analyze_text(judul, isi):
 
     detected = set()
 
-    with open("debug.log", "a", encoding="utf-8") as f:
-        f.write("\n" + "="*80 + "\n")
-        f.write(f"JUDUL: {judul}\n")
+    log("\n" + "=" * 80)
+    log(f"JUDUL: {judul}")
 
-        for w in windows:
-            f.write(f"\n[WINDOW]\n{w}\n")
+    for w in windows:
+        log("\n[WINDOW]")
+        log(w)
 
-            for kategori, desc in SEMANTIC_EVENT.items():
-                res = classifier(
-                    w,
-                    desc,
-                    hypothesis_template="Teks ini menggambarkan {}."
-                )
-                score = max(res["scores"])
-                threshold = THRESHOLD[kategori]
+        for kategori, desc in SEMANTIC_EVENT.items():
+            res = classifier(
+                w,
+                desc,
+                hypothesis_template="Teks ini menggambarkan {}."
+            )
+            score = max(res["scores"])
+            threshold = THRESHOLD[kategori]
 
-                f.write(
-                    f"  - {kategori} | score={score:.3f} | threshold={threshold}\n"
-                )
+            log(f"  - {kategori} | score={score:.3f} | threshold={threshold}")
 
-                if score < threshold:
-                    f.write("    ❌ FAIL: threshold\n")
-                    continue
+            if score < threshold:
+                log("    ❌ FAIL: threshold")
+                continue
 
-                if score < 0.60:
-                    comp = event_completeness(w)
-                    meta = is_metaphor(w)
+            if score < 0.60:
+                comp = event_completeness(w)
+                meta = is_metaphor(w)
 
-                    f.write(f"    completeness={comp}, metaphor={meta}\n")
+                log(f"    completeness={comp}, metaphor={meta}")
 
-                    if comp < 2:
-                        f.write("    ❌ FAIL: completeness\n")
-                        continue
-                    if meta:
-                        f.write("    ❌ FAIL: metaphor\n")
-                        continue
+                if comp < 2:
+                    log("    ❌ FAIL: completeness")
+                    continue
+                if meta:
+                    log("    ❌ FAIL: metaphor")
+                    continue
 
-                f.write("    ✅ ACCEPTED\n")
-                detected.add(kategori)
+            log("    ✅ ACCEPTED")
+            detected.add(kategori)
 
-        usia = rating_usia(detected)
-        f.write(f"\nFINAL KATEGORI: {list(detected)}\n")
-        f.write(f"RATING USIA: {usia}\n")
-        f.write("="*80 + "\n")
+    usia = rating_usia(detected)
+    log(f"\nFINAL KATEGORI: {list(detected)}")
+    log(f"RATING USIA: {usia}")
+    log("=" * 80)
 
     return usia, ", ".join(sorted(detected))
 
 # ======================
-# GRADIO UI (TIDAK DIUBAH)
+# GRADIO UI (JANGAN DIUBAH)
 # ======================
 demo = gr.Interface(
     fn=analyze_text,
@@ -174,11 +167,11 @@ demo = gr.Interface(
         gr.Number(label="Rating Usia"),
         gr.Textbox(label="Kategori")
     ],
-    title="READEAR"
+    title="READEAR — Semantic Content Rating"
 )
 
 # ======================
-# ENTRY POINT (STABIL HF)
+# ENTRY POINT (ANTI-RESTART HF)
 # ======================
 if __name__ == "__main__":
     demo.launch(
@@ -186,4 +179,4 @@ if __name__ == "__main__":
         server_port=7860,
         ssr_mode=False,
         show_error=True
-    )
+    )