diff --git a/sql/engines/goinception.py b/sql/engines/goinception.py
index 710c81120d..526c73902f 100644
--- a/sql/engines/goinception.py
+++ b/sql/engines/goinception.py
@@ -318,7 +318,9 @@ def get_table_ref(query_tree, db_name=None):
         # 首先识别所有的临时表名
         if "With" in query_tree:
             logger.warning(query_tree["With"])
-            with_definitions = query_tree["With"].get("CTEs", [])  # 假设临时表定义在CTEs键下
+            with_definitions = query_tree["With"].get(
+                "CTEs", []
+            )  # 假设临时表定义在CTEs键下
             for definition in with_definitions:
                 temporary_tables.add(definition["Name"]["O"])  # 获取临时表的名称
 
@@ -335,11 +337,15 @@ def get_table_ref(query_tree, db_name=None):
                 snodes = tree.find_max_tree("Source")
                 if snodes:
                     for snode in snodes:
-                        schema_name = snode["Source"].get("Schema", {}).get("O") or db_name
+                        schema_name = (
+                            snode["Source"].get("Schema", {}).get("O") or db_name
+                        )
                         table_name = snode["Source"].get("Name", {}).get("O", "")
                         # 检查表名是否为临时表，如果不是则添加到结果中
                         if table_name not in temporary_tables:
-                            table_ref.append({"schema": schema_name, "name": table_name})
+                            table_ref.append(
+                                {"schema": schema_name, "name": table_name}
+                            )
                 # assert: source node must exists if table_refs node exists.
                 # else:
                 #     raise Exception("GoInception Error: not found source node")
@@ -385,12 +391,13 @@ def get_session_variables(instance):
         set_session_sql += f"inception set session {k} = '{v}';\n"
     return variables, set_session_sql
 
+
 def remove_duplicates(table_list):
     unique_tables = []
     seen = set()
     for table in table_list:
-        identifier = (table['schema'], table['name'])
+        identifier = (table["schema"], table["name"])
         if identifier not in seen:
             seen.add(identifier)
             unique_tables.append(table)
-    return unique_tables
\ No newline at end of file
+    return unique_tables