xinrong-meng commented on code in PR #45378:
URL: https://github.com/apache/spark/pull/45378#discussion_r1515363804


##########
python/pyspark/sql/profiler.py:
##########
@@ -236,18 +236,22 @@ def clear_perf_profiles(self, id: Optional[int] = None) 
-> None:
             The UDF ID whose profiling results should be cleared.
             If not specified, all the results will be cleared.
         """
-        ids_to_remove = [
-            result_id
-            for result_id, (perf, _, *_) in self._profile_results.items()
-            if perf is not None
-        ]
         with self._lock:
             if id is not None:
-                if id in ids_to_remove:
-                    self._profile_results.pop(id, None)
+                if id in self._profile_results:
+                    perf, mem, *rest = self._profile_results[id]
+                    self._profile_results[id] = (None, mem, *rest)
+                    if mem is None:
+                        self._profile_results.pop(id, None)
             else:
-                for id_to_remove in ids_to_remove:
-                    self._profile_results.pop(id_to_remove, None)
+                ids_to_remove = []
+                for id, (perf, mem, *rest) in 
list(self._profile_results.items()):
+                    self._profile_results[id] = (None, mem, *rest)
+                    if mem is None:
+                        ids_to_remove.append(id)

Review Comment:
   Good idea! Adjusted.



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