Github user JoshRosen commented on a diff in the pull request:

    https://github.com/apache/spark/pull/2002#discussion_r16382780
  
    --- Diff: core/src/main/scala/org/apache/spark/util/Utils.scala ---
    @@ -451,10 +451,56 @@ private[spark] object Utils extends Logging {
       /**
        * Get a temporary directory using Spark's spark.local.dir property, if 
set. This will always
        * return a single directory, even though the spark.local.dir property 
might be a list of
    -   * multiple paths.
    +   * multiple paths.  If the SPARK_LOCAL_DIRS environment variable is set, 
then this will return
    +   * a directory from that variable.
        */
       def getLocalDir(conf: SparkConf): String = {
    -    conf.get("spark.local.dir",  
System.getProperty("java.io.tmpdir")).split(',')(0)
    +    getOrCreateLocalRootDirs(conf)(0)
    +  }
    +
    +  /**
    +   * Gets or creates the directories listed in spark.local.dir or 
SPARK_LOCAL_DIRS,
    +   * and returns only the directories that exist / could be created.
    +   */
    +  private[spark] def getOrCreateLocalRootDirs(conf: SparkConf): 
Array[String] = {
    +    val isYarn = java.lang.Boolean.valueOf(
    +      System.getProperty("SPARK_YARN_MODE", 
conf.getenv("SPARK_YARN_MODE")))
    --- End diff --
    
    /cc @andrewor14 (since I think you're our resident YARN expert).


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