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

    https://github.com/apache/spark/pull/4120#discussion_r24126641
  
    --- Diff: 
core/src/main/scala/org/apache/spark/scheduler/EventLoggingListener.scala ---
    @@ -86,8 +86,17 @@ private[spark] class EventLoggingListener(
        * Creates the log file in the configured log directory.
        */
       def start() {
    -    if (!fileSystem.isDirectory(new Path(logBaseDir))) {
    -      throw new IllegalArgumentException(s"Log directory $logBaseDir does 
not exist.")
    +    try {
    +      if (!fileSystem.getFileStatus(new Path(logBaseDir)).isDir()) {
    +        throw new IllegalArgumentException(s"Log directory $logBaseDir is 
not a directory.")
    +      }
    +    } catch {
    +      case ioe: FileNotFoundException => {
    +        logWarning(s"Log directory $logBaseDir does not exist. Creating 
with default file " +
    +          "permissions...")
    +        new File(logBaseDir).mkdir()
    --- End diff --
    
    Actually, scratch that: the old behavior was to use `mkdirs`.  Sigh...


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