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Posted to reviews@spark.apache.org by "sebastianhillig-db (via GitHub)" <gi...@apache.org> on 2024/03/27 07:58:27 UTC

Re: [PR] [SPARK-47565][PYTHON] PySpark worker pool crash resilience [spark]

sebastianhillig-db commented on code in PR #45635:
URL: https://github.com/apache/spark/pull/45635#discussion_r1540623063


##########
core/src/main/scala/org/apache/spark/api/python/PythonWorkerFactory.scala:
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@@ -95,10 +95,20 @@ private[spark] class PythonWorkerFactory(
   def create(): (PythonWorker, Option[Long]) = {
     if (useDaemon) {
       self.synchronized {
-        if (idleWorkers.nonEmpty) {
+        // Pull from idle workers until we one that is alive, otherwise create a new one.
+        while (idleWorkers.nonEmpty) {

Review Comment:
   On each iteration, a worker is pulled from `idleWorkers`, this will end up "emptying" the pool. The synchronization around this will ensure that no other workers are added while this happens. (see  https://github.com/apache/spark/pull/45635/files/ba3c6f6ee19762278004594735f25ab4f6fafb3e#diff-1bd846874b06327e6abd0803aa74eed890352dfa974d5c1da1a12dc7477e20d0L411-L413)



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