Update app.py

app.py

@@ -8,6 +8,7 @@ import os
 import threading
 import html
 import shutil
+import random
 from collections import defaultdict
 from datetime import datetime
 from pathlib import Path
@@ -463,6 +464,22 @@ def build_pending_samples() -> List[Dict[str, Any]]:
         s for s in all_samples
         if (s["method"], s["story_name"]) not in evaluated_pairs
     ]
+
+    # 按“随机方法 -> 方法内随机 story”组织顺序
+    by_method: Dict[str, List[Dict[str, Any]]] = defaultdict(list)
+    for sample in pending:
+        by_method[sample["method"]].append(sample)
+    methods = list(by_method.keys())
+    random.shuffle(methods)
+
+    randomized_pending: List[Dict[str, Any]] = []
+    for method in methods:
+        method_samples = by_method[method]
+        random.shuffle(method_samples)
+        randomized_pending.extend(method_samples)
+
+    pending = randomized_pending
+
     for i, sample in enumerate(pending, start=1):
         sample["anon_id"] = f"id_{i:03d}"
     return pending
@@ -608,7 +625,7 @@ def build_sample_brief_html(sample: Dict[str, Any], index: int, total: int) -> s
         "<div class='sample-card'>"
         f"<h3>当前匿名样本 {index + 1}/{total}</h3>"
         f"<div class='sid'><strong>Sample ID:</strong> <code>{safe_anon_id}</code></div>"
-        "<div class='story-title'>Story Description</div>"
+        "<div class='story-title'>剧情描述</div>"
         f"<p class='story-body'>{safe_story}</p>"
         "</div>"
     )