aminghadersohi commented on code in PR #40961:
URL: https://github.com/apache/superset/pull/40961#discussion_r3493779561


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tests/unit_tests/mcp_service/dashboard/tool/test_get_dashboard_datasets.py:
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@@ -0,0 +1,387 @@
+# 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.
+
+"""Unit tests for the MCP get_dashboard_datasets tool."""
+
+from unittest.mock import Mock, patch
+
+import pytest
+from fastmcp import Client
+
+from superset.mcp_service.app import mcp
+from superset.mcp_service.utils.sanitization import (
+    LLM_CONTEXT_CLOSE_DELIMITER,
+    LLM_CONTEXT_OPEN_DELIMITER,
+)
+from superset.utils import json
+
+
+def _wrapped(value: str) -> str:
+    return 
f"{LLM_CONTEXT_OPEN_DELIMITER}\n{value}\n{LLM_CONTEXT_CLOSE_DELIMITER}"
+
+
+def _build_column_mock(
+    name: str,
+    *,
+    verbose_name: str | None = None,
+    type_: str | None = "VARCHAR",
+    is_dttm: bool = False,
+) -> Mock:
+    column = Mock()
+    column.column_name = name
+    column.verbose_name = verbose_name
+    column.type = type_
+    column.is_dttm = is_dttm
+    return column
+
+
+def _build_metric_mock(
+    name: str,
+    *,
+    verbose_name: str | None = None,
+    expression: str | None = None,
+) -> Mock:
+    metric = Mock()
+    metric.metric_name = name
+    metric.verbose_name = verbose_name
+    metric.expression = expression
+    return metric
+
+
+def _build_database_mock(
+    *, database_id: int = 7, name: str = "examples", backend: str = 
"postgresql"
+) -> Mock:
+    database = Mock()
+    database.id = database_id
+    database.database_name = name
+    database.backend = backend
+    return database
+
+
+def _build_datasource_mock(
+    *,
+    dataset_id: int,
+    uuid: str | None = None,
+    table_name: str = "my_table",
+    schema: str | None = "public",
+    database: Mock | None = None,
+    columns: list[Mock] | None = None,
+    metrics: list[Mock] | None = None,
+) -> Mock:
+    datasource = Mock()
+    datasource.id = dataset_id
+    datasource.uuid = uuid
+    datasource.table_name = table_name
+    datasource.schema = schema
+    datasource.database = database
+    datasource.columns = columns or []
+    datasource.metrics = metrics or []
+    return datasource
+
+
+def _build_slice_mock(datasource: Mock) -> Mock:
+    slc = Mock()
+    slc.datasource_id = datasource.id
+    slc.datasource = datasource
+    return slc
+
+
+def _build_dashboard_mock(
+    *,
+    dashboard_id: int = 1,
+    title: str = "Test Dashboard",
+    uuid: str | None = "dashboard-uuid-1",
+    slices: list[Mock] | None = None,
+) -> Mock:
+    dashboard = Mock()
+    dashboard.id = dashboard_id
+    dashboard.dashboard_title = title
+    dashboard.uuid = uuid
+    dashboard.slices = slices or []
+    return dashboard
+
+
[email protected]
+def mcp_server():
+    return mcp
+
+
[email protected](autouse=True)
+def mock_auth():
+    with patch("superset.mcp_service.auth.get_user_from_request") as 
mock_get_user:
+        mock_user = Mock()
+        mock_user.id = 1
+        mock_user.username = "admin"
+        mock_get_user.return_value = mock_user
+        yield mock_get_user
+
+
[email protected](autouse=True)
+def mock_dataset_access():
+    with patch(
+        "superset.mcp_service.auth.has_dataset_access", return_value=True
+    ) as mock_access:
+        yield mock_access

Review Comment:
   Keeping test helpers and fixtures unannotated to match the existing 
convention in sibling mcp_service test files (`test_get_dashboard_layout.py`, 
`test_get_dashboard_info.py`), where pytest fixtures and helper functions carry 
no type annotations. `mypy` passes on these files. Same rationale as the 
resolved thread on this file.



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