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

    https://github.com/apache/spark/pull/15667#discussion_r85861722
  
    --- Diff: 
sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/InsertIntoHiveTable.scala
 ---
    @@ -257,7 +258,31 @@ case class InsertIntoHiveTable(
                 table.catalogTable.identifier.table,
                 partitionSpec)
     
    +        var doOverwrite = overwrite
    +
             if (oldPart.isEmpty || !ifNotExists) {
    +          // SPARK-18107: Insert overwrite runs much slower than 
hive-client.
    +          // Newer Hive largely improves insert overwrite performance. As 
Spark uses older Hive
    +          // version and we may not want to catch up new Hive version 
every time. We delete the
    +          // Hive partition first and then load data file into the Hive 
partition.
    +          if (oldPart.nonEmpty && overwrite) {
    +            oldPart.get.storage.locationUri.map { uri =>
    +              val partitionPath = new Path(uri)
    +              val fs = partitionPath.getFileSystem(hadoopConf)
    +              if (fs.exists(partitionPath)) {
    +                val pathPermission = 
fs.getFileStatus(partitionPath).getPermission()
    +                if (!fs.delete(partitionPath, true)) {
    +                  throw new RuntimeException(
    +                    "Cannot remove partition directory '" + 
partitionPath.toString)
    +                } else {
    +                  fs.mkdirs(partitionPath, pathPermission)
    --- End diff --
    
    I was thinking Hive will complain if the dir is not existing. But looks 
like it won't. Let me remove this and see if tests can passed.


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