update def analyze_text()

app.py

@@ -114,50 +114,52 @@ def analyze_text(judul, isi):
 
     detected = set()
 
-    log("=" * 80)
-    log(f"JUDUL: {judul}")
-
-    for w in windows:
-        log(f"\n[WINDOW]\n{w}")
-
-        for kategori, desc in SEMANTIC_EVENT.items():
-            res = classifier(
-                w,
-                desc,
-                hypothesis_template="Teks ini menggambarkan {}."
-            )
-            score = max(res["scores"])
-
-            log(f"  - kategori: {kategori}")
-            log(f"    score: {round(score, 3)} | threshold: {THRESHOLD[kategori]}")
-
-            if score < THRESHOLD[kategori]:
-                log("    ❌ FAIL: threshold")
-                continue
-
-            if score < 0.60:
-                completeness = event_completeness(w)
-                metaphor = is_metaphor(w)
+    with open("debug.log", "a", encoding="utf-8") as f:
+        f.write("\n" + "="*80 + "\n")
+        f.write(f"JUDUL: {judul}\n")
+
+        for w in windows:
+            f.write(f"\n[WINDOW]\n{w}\n")
+
+            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"
+                )
+
+                if score < threshold:
+                    f.write("    ❌ FAIL: threshold\n")
+                    continue
 
-                log(f"    completeness: {completeness}")
-                log(f"    metaphor: {metaphor}")
+                if score < 0.60:
+                    comp = event_completeness(w)
+                    meta = is_metaphor(w)
 
-                if completeness < 2:
-                    log("    ❌ FAIL: event completeness")
-                    continue
+                    f.write(f"    completeness={comp}, metaphor={meta}\n")
 
-                if metaphor:
-                    log("    ❌ FAIL: metaphor")
-                    continue
+                    if comp < 2:
+                        f.write("    ❌ FAIL: completeness\n")
+                        continue
+                    if meta:
+                        f.write("    ❌ FAIL: metaphor\n")
+                        continue
 
-            log("    ✅ ACCEPTED")
-            detected.add(kategori)
+                f.write("    ✅ ACCEPTED\n")
+                detected.add(kategori)
 
-    log(f"\nFINAL KATEGORI: {list(detected)}")
-    log(f"RATING USIA: {rating_usia(detected)}")
-    log("=" * 80)
+        usia = rating_usia(detected)
+        f.write(f"\nFINAL KATEGORI: {list(detected)}\n")
+        f.write(f"RATING USIA: {usia}\n")
+        f.write("="*80 + "\n")
 
-    return rating_usia(detected), ", ".join(sorted(detected))
+    return usia, ", ".join(sorted(detected))
 
 # ======================
 # GRADIO UI (TIDAK DIUBAH)