diff --git a/quantitative_data/importer.py b/quantitative_data/importer.py
index c82f734..a7b3d13 100644
--- a/quantitative_data/importer.py
+++ b/quantitative_data/importer.py
@@ -856,18 +856,54 @@ def init_database():
                 if s.strip() and not s.strip().startswith("--")
             ]
 
+        # 按依赖关系排序：CREATE TABLE → CREATE INDEX → COMMENT ON → CREATE VIEW
+        # 避免 sqlparse 拆分后语句乱序导致 UndefinedTable 错误
+        _priority = {
+            "CREATE TABLE": 1,
+            "CREATE INDEX": 2,
+            "COMMENT ON": 3,
+            "CREATE OR REPLACE VIEW": 4,
+            "CREATE VIEW": 4,
+        }
+
+        def _stmt_priority(s):
+            upper = s.upper()
+            for keyword, prio in _priority.items():
+                if upper.startswith(keyword):
+                    return prio
+            return 99  # 兜底：最后执行
+
+        statements.sort(key=_stmt_priority)
+
+        # 设置 autocommit 模式：每条 DDL 独立事务，互不影响
+        # 否则 rollback 会撤销之前已成功执行的 CREATE TABLE
+        conn.autocommit = True
+
         cursor = conn.cursor()
         for stmt in statements:
             if stmt and not stmt.startswith("--"):
                 try:
                     cursor.execute(stmt)
                 except Exception as e:
-                    logger.error(f"  DDL 执行失败: {str(e)[:200]}\n  SQL: {stmt[:300]}")
-                    conn.rollback()
-                    cursor.close()
-                    raise
+                    stmt_upper = stmt.upper()
+                    # 以下类型的语句失败视为可恢复的 warning，不中断整个初始化流程：
+                    #   1. 视图创建（依赖的基础表可能尚未创建）
+                    #   2. 索引创建（依赖的表可能尚未导入数据）
+                    #   3. COMMENT ON（依赖的表/视图可能尚未创建）
+                    is_recoverable = (
+                        "CREATE OR REPLACE VIEW" in stmt_upper
+                        or "CREATE VIEW" in stmt_upper
+                        or "CREATE INDEX" in stmt_upper
+                        or "COMMENT ON" in stmt_upper
+                    )
+                    if is_recoverable:
+                        logger.warning(f"  DDL 暂跳过（依赖尚未就绪）: {str(e)[:150]}\n  SQL: {stmt[:200]}")
+                    else:
+                        logger.error(f"  DDL 执行失败: {str(e)[:200]}\n  SQL: {stmt[:300]}")
+                        cursor.close()
+                        conn.close()
+                        raise
 
-        conn.commit()
         cursor.close()
         logger.info("  Schema 初始化完成")
     except Exception as e: