diff --git a/Merge/back_rhj/app/models/__pycache__/__init__.cpython-312.pyc b/Merge/back_rhj/app/models/__pycache__/__init__.cpython-312.pyc
index 13b00b1..8eec580 100644
--- a/Merge/back_rhj/app/models/__pycache__/__init__.cpython-312.pyc
+++ b/Merge/back_rhj/app/models/__pycache__/__init__.cpython-312.pyc
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diff --git a/Merge/back_rhj/app/models/__pycache__/email_verification.cpython-312.pyc b/Merge/back_rhj/app/models/__pycache__/email_verification.cpython-312.pyc
index 7a02a9f..c9ad75d 100644
--- a/Merge/back_rhj/app/models/__pycache__/email_verification.cpython-312.pyc
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diff --git a/Merge/back_rhj/app/models/__pycache__/users.cpython-312.pyc b/Merge/back_rhj/app/models/__pycache__/users.cpython-312.pyc
index 1cd3627..1af05fe 100644
--- a/Merge/back_rhj/app/models/__pycache__/users.cpython-312.pyc
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diff --git a/Merge/back_rhj/app/models/recall/__pycache__/__init__.cpython-312.pyc b/Merge/back_rhj/app/models/recall/__pycache__/__init__.cpython-312.pyc
index ec1bb4b..88c8123 100644
--- a/Merge/back_rhj/app/models/recall/__pycache__/__init__.cpython-312.pyc
+++ b/Merge/back_rhj/app/models/recall/__pycache__/__init__.cpython-312.pyc
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diff --git a/Merge/back_rhj/app/models/recall/__pycache__/ad_recall.cpython-312.pyc b/Merge/back_rhj/app/models/recall/__pycache__/ad_recall.cpython-312.pyc
index 372104d..ed8dbc9 100644
--- a/Merge/back_rhj/app/models/recall/__pycache__/ad_recall.cpython-312.pyc
+++ b/Merge/back_rhj/app/models/recall/__pycache__/ad_recall.cpython-312.pyc
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diff --git a/Merge/back_rhj/app/models/recall/__pycache__/hot_recall.cpython-312.pyc b/Merge/back_rhj/app/models/recall/__pycache__/hot_recall.cpython-312.pyc
index de7e3f9..3cfdd43 100644
--- a/Merge/back_rhj/app/models/recall/__pycache__/hot_recall.cpython-312.pyc
+++ b/Merge/back_rhj/app/models/recall/__pycache__/hot_recall.cpython-312.pyc
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diff --git a/Merge/back_rhj/app/models/recall/__pycache__/multi_recall_manager.cpython-312.pyc b/Merge/back_rhj/app/models/recall/__pycache__/multi_recall_manager.cpython-312.pyc
index 0b05f7e..9e1d7c8 100644
--- a/Merge/back_rhj/app/models/recall/__pycache__/multi_recall_manager.cpython-312.pyc
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diff --git a/Merge/back_rhj/app/models/recall/__pycache__/swing_recall.cpython-312.pyc b/Merge/back_rhj/app/models/recall/__pycache__/swing_recall.cpython-312.pyc
index 87bc373..91fa864 100644
--- a/Merge/back_rhj/app/models/recall/__pycache__/swing_recall.cpython-312.pyc
+++ b/Merge/back_rhj/app/models/recall/__pycache__/swing_recall.cpython-312.pyc
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diff --git a/Merge/back_rhj/app/models/recall/__pycache__/usercf_recall.cpython-312.pyc b/Merge/back_rhj/app/models/recall/__pycache__/usercf_recall.cpython-312.pyc
index e5dc324..e212bf5 100644
--- a/Merge/back_rhj/app/models/recall/__pycache__/usercf_recall.cpython-312.pyc
+++ b/Merge/back_rhj/app/models/recall/__pycache__/usercf_recall.cpython-312.pyc
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diff --git a/Merge/back_rhj/app/models/recall/swing_recall.py b/Merge/back_rhj/app/models/recall/swing_recall.py
index bf7fdd6..5bab5b7 100644
--- a/Merge/back_rhj/app/models/recall/swing_recall.py
+++ b/Merge/back_rhj/app/models/recall/swing_recall.py
@@ -36,7 +36,7 @@
                 WHERE type IN ('like', 'favorite', 'comment')
             """)
             interactions = cursor.fetchall()
-            
+            print(f"获取到{len(interactions)}条用户-物品交互数据")
             for user_id, post_id in interactions:
                 self.user_items[user_id].add(post_id)
                 self.item_users[post_id].add(user_id)
diff --git a/Merge/back_rhj/app/models/recommend/__pycache__/LightGCN.cpython-312.pyc b/Merge/back_rhj/app/models/recommend/__pycache__/LightGCN.cpython-312.pyc
index 48bb03f..f7079b8 100644
--- a/Merge/back_rhj/app/models/recommend/__pycache__/LightGCN.cpython-312.pyc
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index 204d2a7..19bf281 100644
--- a/Merge/back_rhj/app/models/recommend/__pycache__/base_model.cpython-312.pyc
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diff --git a/Merge/back_rhj/app/models/recommend/__pycache__/operators.cpython-312.pyc b/Merge/back_rhj/app/models/recommend/__pycache__/operators.cpython-312.pyc
index 4e24e5b..28de5cd 100644
--- a/Merge/back_rhj/app/models/recommend/__pycache__/operators.cpython-312.pyc
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