pan3793 commented on code in PR #57332:
URL: https://github.com/apache/spark/pull/57332#discussion_r3613609650


##########
resource-managers/kubernetes/core/src/main/scala/org/apache/spark/deploy/k8s/features/BasicExecutorFeatureStep.scala:
##########
@@ -168,7 +168,11 @@ private[spark] class BasicExecutorFeatureStep(
           ENV_DRIVER_URL -> driverUrl,
           ENV_EXECUTOR_CORES -> {
             if 
(kubernetesConf.get(KUBERNETES_ALLOCATION_RECOVERY_MODE_ENABLED).getOrElse(false))
 {
-              kubernetesConf.get("spark.task.cpus", "1")
+              // `spark.task.cpus` may be fractional, so round up to an 
integer (at least 1).
+              // When it is 0.5 or less, the single announced core fits more 
than one task and
+              // the single-task-per-recovery-executor guarantee no longer 
holds;
+              // ExecutorPodsAllocator logs a warning for that case.
+              math.max(1, kubernetesConf.get("spark.task.cpus", 
"1.0").toDouble.ceil.toInt).toString

Review Comment:
   updated, now profile being launched wins and `spark.task.cpus` is only the 
fallback.



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