bito-code-review[bot] commented on code in PR #42490:
URL: https://github.com/apache/superset/pull/42490#discussion_r3769987579


##########
superset/mcp_service/chart/tool/update_chart_preview.py:
##########
@@ -102,6 +103,49 @@ def _get_previous_form_data(form_data_key: str) -> 
dict[str, Any] | None:
     return None
 
 
+def _preserve_previous_adhoc_filters(
+    new_form_data: dict[str, Any], previous_form_data: dict[str, Any]
+) -> None:
+    """Preserve cached filters without dropping mapper-generated bindings."""
+    previous_filters = previous_form_data.get("adhoc_filters")
+    if not isinstance(previous_filters, list) or not previous_filters:
+        return
+
+    generated_filters = new_form_data.get("adhoc_filters", [])
+    previous_binding = 
previous_form_data.get(MCP_DASHBOARD_TIME_FILTER_SUBJECT)
+    new_binding = new_form_data.get(MCP_DASHBOARD_TIME_FILTER_SUBJECT)
+    merged_filters = [
+        filter_
+        for filter_ in previous_filters
+        if not (
+            previous_binding
+            and previous_binding != new_binding

Review Comment:
   <!-- Bito Reply -->
   The reviewer's suggestion to add a `new_binding is not None` guard is not 
necessary in this context. The current implementation correctly handles the 
removal of stale time subjects when a new binding is absent, as the filter 
being removed is specifically generated by the mapper rather than an arbitrary 
user filter. The existing test suite, specifically the tests covering the 
removal of cached temporal filters without a new binding and the preservation 
of unrelated filters during rebinding, confirms that the current logic 
maintains the intended contract.



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