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

    
https://github.com/apache/incubator-predictionio/pull/421#discussion_r134419425
  
    --- Diff: 
storage/elasticsearch/src/main/scala/org/apache/predictionio/data/storage/elasticsearch/ESPEvents.scala
 ---
    @@ -107,37 +107,32 @@ class ESPEvents(client: ESClient, config: 
StorageClientConfig, index: String)
         eventIds: RDD[String],
         appId: Int, channelId: Option[Int])(sc: SparkContext): Unit = {
         val estype = getEsType(appId, channelId)
    -    val restClient = client.open()
    -    try {
    -      eventIds.foreachPartition { iter =>
    -        iter.foreach { eventId =>
    -          try {
    -            val json =
    -              ("query" ->
    -                ("term" ->
    -                  ("eventId" -> eventId)))
    -            val entity = new NStringEntity(compact(render(json)), 
ContentType.APPLICATION_JSON)
    -            val response = restClient.performRequest(
    -              "POST",
    -              s"/$index/$estype/_delete_by_query",
    -              Map("refresh" -> ESUtils.getEventDataRefresh(config)).asJava)
    -            val jsonResponse = 
parse(EntityUtils.toString(response.getEntity))
    -            val result = (jsonResponse \ "result").extract[String]
    -            result match {
    -              case "deleted" => true
    -              case _ =>
    -                logger.error(s"[$result] Failed to update 
$index/$estype:$eventId")
    -                false
    -            }
    -          } catch {
    -            case e: IOException =>
    -              logger.error(s"Failed to update $index/$estype:$eventId", e)
    +    eventIds.foreachPartition { iter =>
    +      iter.foreach { eventId =>
    +        try {
    +          val json =
    +            ("query" ->
    +              ("term" ->
    +                ("eventId" -> eventId)))
    +          val entity = new NStringEntity(compact(render(json)), 
ContentType.APPLICATION_JSON)
    +          val response = client.performRequest(
    +            "POST",
    +            s"/$index/$estype/_delete_by_query",
    +            Map("refresh" -> ESUtils.getEventDataRefresh(config)).asJava)
    +          val jsonResponse = 
parse(EntityUtils.toString(response.getEntity))
    +          val result = (jsonResponse \ "result").extract[String]
    +          result match {
    +            case "deleted" => true
    +            case _ =>
    +              logger.error(s"[$result] Failed to update 
$index/$estype:$eventId")
                   false
               }
    +        } catch {
    +          case e: IOException =>
    +            logger.error(s"Failed to update $index/$estype:$eventId", e)
    +            false
    --- End diff --
    
    Same as above.


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