aminghadersohi commented on code in PR #42822:
URL: https://github.com/apache/superset/pull/42822#discussion_r3785376168


##########
superset/charts/data/form_data.py:
##########
@@ -0,0 +1,57 @@
+# 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.
+
+from __future__ import annotations
+
+from typing import Any, TYPE_CHECKING
+
+from flask import g
+
+if TYPE_CHECKING:
+    from superset.common.query_context import QueryContext
+    from superset.common.query_object import QueryObject
+
+
+def set_form_data(form_data: dict[str, Any]) -> None:
+    """Expose chart data request fields to Jinja template macros."""
+    g.form_data = form_data
+
+
+def _serialize_query(query: QueryObject) -> dict[str, Any]:
+    """Serialize query fields consumed by the Jinja form-data fallback."""
+    query_data = dict(query.to_dict())

Review Comment:
   Addressed in 9446d35f45 (included in head b1daf8b77b).  now maps the real  
field to the  key consumed by the Jinja fallback, preserves , and hoists  from 
. Both regression tests now construct real  instances rather than mocking , so 
they exercise the production serialization contract.



##########
superset/charts/data/form_data.py:
##########
@@ -0,0 +1,57 @@
+# 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.
+
+from __future__ import annotations
+
+from typing import Any, TYPE_CHECKING
+
+from flask import g
+
+if TYPE_CHECKING:
+    from superset.common.query_context import QueryContext
+    from superset.common.query_object import QueryObject
+
+
+def set_form_data(form_data: dict[str, Any]) -> None:
+    """Expose chart data request fields to Jinja template macros."""
+    g.form_data = form_data
+
+
+def _serialize_query(query: QueryObject) -> dict[str, Any]:
+    """Serialize query fields consumed by the Jinja form-data fallback."""
+    query_data = dict(query.to_dict())
+    if query.time_range is not None:
+        query_data["time_range"] = query.time_range
+    return query_data
+
+
+def set_query_context_form_data(
+    query_context: QueryContext,
+    datasource_id: int,
+    datasource_type: str,
+) -> None:
+    """Expose a programmatically-created query like a chart data API 
request."""
+    set_form_data(
+        {
+            "datasource": {"id": datasource_id, "type": datasource_type},
+            "queries": [
+                _serialize_query(query)
+                for query in getattr(query_context, "queries", ())

Review Comment:
   Addressed in 9446d35f45. I removed the production  guard and changed the 
OAuth test factory to return , keeping the helper contract aligned with a real .



##########
superset/mcp_service/dataset/tool/query_dataset.py:
##########
@@ -310,6 +310,10 @@ async def query_dataset(  # noqa: C901
                 custom_cache_timeout=request.cache_timeout,
             )
 
+            from superset.charts.data.form_data import 
set_query_context_form_data
+
+            set_query_context_form_data(query_context, dataset.id, "table")

Review Comment:
   Good point. I kept this PR scoped to the two MCP data-execution paths that 
motivated the fix; broadening it to every compile/preview/semantic-layer caller 
would require separate behavior and regression coverage. The helper is shared 
so those paths can adopt it consistently in a follow-up. The blocking 
serializer issues and tests are addressed on this head.



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