villebro commented on code in PR #35259:
URL: https://github.com/apache/superset/pull/35259#discussion_r2505717455


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superset-core/src/superset_core/dao/types.py:
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@@ -0,0 +1,127 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+"""Protocol interfaces for Data Access Objects."""
+
+from abc import ABC, abstractmethod
+from typing import Any, Generic, Optional, TypeVar, Union
+
+from flask_appbuilder.models.filters import BaseFilter
+from flask_sqlalchemy import BaseQuery
+
+from superset_core.models.base import CoreModel
+
+# Type variable bound to our CoreModel
+T_Model = TypeVar("T_Model", bound=CoreModel)
+
+
+class BaseDAO(Generic[T_Model], ABC):
+    """
+    Interface for Data Access Objects.
+
+    This interface defines the base that all DAOs should implement,
+    providing consistent CRUD operations across Superset and extensions.
+
+    Extension developers should implement this protocol:
+
+    ```python
+    from superset_core.dao import BaseDAO
+    from superset_core.models import CoreModel
+
+    class MyDAO(BaseDAO[MyCustomModel]):
+        model_cls = MyCustomModel
+
+        @classmethod
+        def find_by_id(cls, model_id: str | int) -> MyCustomModel | None:
+            # Implementation here
+            pass
+    ```
+    """
+
+    # Class attributes that implementations should define
+    model_cls: Optional[type[T_Model]]
+    base_filter: Optional[BaseFilter]
+    id_column_name: str
+    uuid_column_name: str
+
+    @abstractmethod
+    def find_by_id(
+        self, model_id: Union[str, int], skip_base_filter: bool = False
+    ) -> Optional[T_Model]:
+        """Find a model by ID."""
+        ...
+
+    @abstractmethod
+    def find_by_id_or_uuid(
+        self,
+        model_id_or_uuid: str,
+        skip_base_filter: bool = False,
+    ) -> Optional[T_Model]:
+        """Find a model by ID or UUID."""
+        ...
+
+    @abstractmethod
+    def find_by_ids(
+        self,
+        model_ids: Union[list[str], list[int]],

Review Comment:
   I've also always been a fan of generic collection types when possible 👍 I 
agree we should also consider just dumping the old ids in favor of UUIDs now, 
as it's been a long time coming. Thoughts @michael-s-molina ?



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