[GitHub] [spark] jzhuge commented on a diff in pull request #40199: [SPARK-42596][CORE][YARN] OMP_NUM_THREADS not set to number of executor cores by default

["jzhuge (via GitHub)" <gi...@apache.org>]

jzhuge commented on code in PR #40199:
URL: https://github.com/apache/spark/pull/40199#discussion_r1119492302


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core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala:
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@@ -135,6 +135,13 @@ private[spark] abstract class BasePythonRunner[IN, OUT](
     val execCoresProp = Option(context.getLocalProperty(EXECUTOR_CORES_LOCAL_PROPERTY))
     val memoryMb = Option(context.getLocalProperty(PYSPARK_MEMORY_LOCAL_PROPERTY)).map(_.toLong)
     val localdir = env.blockManager.diskBlockManager.localDirs.map(f => f.getPath()).mkString(",")
+    // if OMP_NUM_THREADS is not explicitly set, override it with the number of cores
+    if (conf.getOption("spark.executorEnv.OMP_NUM_THREADS").isEmpty) {
+      // SPARK-28843: limit the OpenMP thread pool to the number of cores assigned to this executor
+      // this avoids high memory consumption with pandas/numpy because of a large OpenMP thread pool
+      // see https://github.com/numpy/numpy/issues/10455
+      execCoresProp.foreach(envVars.put("OMP_NUM_THREADS", _))

Review Comment:
   Thanks for the clarification! Make sense.



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