juliuszsompolski commented on code in PR #42929:
URL: https://github.com/apache/spark/pull/42929#discussion_r1329078306


##########
python/pyspark/sql/connect/client/reattach.py:
##########
@@ -53,7 +55,30 @@ class ExecutePlanResponseReattachableIterator(Generator):
     ReleaseExecute RPCs that instruct the server to release responses that it 
already processed.
     """
 
-    _release_thread_pool = ThreadPool(os.cpu_count() if os.cpu_count() else 8)
+    # Lock to manage the pool
+    _lock: ClassVar[RLockBase] = RLock()
+    _release_thread_pool: Optional[ThreadPool] = ThreadPool(os.cpu_count() if 
os.cpu_count() else 8)
+
+    @classmethod
+    def shutdown(cls: Type["ExecutePlanResponseReattachableIterator"]) -> None:
+        """
+        When the channel is closed, this method will be called before, to make 
sure all
+        outstanding calls are closed.
+        """
+        with cls._lock:
+            if cls._release_thread_pool is not None:
+                cls._release_thread_pool.close()
+                cls._release_thread_pool.join()
+                cls._release_thread_pool = None

Review Comment:
   Raised https://issues.apache.org/jira/browse/SPARK-45206 to track



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