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Posted to issues@spark.apache.org by "Dongjoon Hyun (JIRA)" <ji...@apache.org> on 2016/07/19 06:08:20 UTC
[jira] [Commented] (SPARK-16613) A bug in RDD pipe operation
[ https://issues.apache.org/jira/browse/SPARK-16613?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15383630#comment-15383630 ]
Dongjoon Hyun commented on SPARK-16613:
---------------------------------------
Thank you for amazingly clean reporting. I could easily regenerate that. In 1.6 branch, the problem still exists. In the current master, I experienced `StackOverflowError`.
{code}
scala> val fstRdd = sc.parallelize(List("hi", "hello", "how", "are", "you"))
fstRdd: org.apache.spark.rdd.RDD[String] = ParallelCollectionRDD[0] at parallelize at <console>:24
scala> val pipeRdd = fstRdd.pipe("/Users/dongjoon/spark/len.sh")
java.lang.StackOverflowError
at com.fasterxml.jackson.databind.deser.impl.PropertyBasedCreator.startBuilding(PropertyBasedCreator.java:130)
{code}
It's not final investigation, but it's worth to look inside.
> A bug in RDD pipe operation
> ---------------------------
>
> Key: SPARK-16613
> URL: https://issues.apache.org/jira/browse/SPARK-16613
> Project: Spark
> Issue Type: Bug
> Reporter: Alex Krasnyansky
>
> Suppose we have such Spark code
> {code}
> object PipeExample {
> def main(args: Array[String]) {
> val fstRdd = sc.parallelize(List("hi", "hello", "how", "are", "you"))
> val pipeRdd = fstRdd.pipe("/Users/finkel/spark-pipe-example/src/main/resources/len.sh")
> pipeRdd.collect.foreach(println)
> }
> }
> {code}
> It uses a bash script to convert a string to its length.
> {code}
> #!/bin/sh
> read input
> len=${#input}
> echo $len
> {code}
> So far so good, but when I run the code, it prints incorrect output. For example:
> {code}
> 0
> 2
> 0
> 5
> 3
> 0
> 3
> 3
> {code}
> I expect to see
> {code}
> 2
> 5
> 3
> 3
> 3
> {code}
> which is correct output for the app. I think it's a bug. It's expected to see only positive integers and avoid zeros.
> Environment:
> 1. Spark version is 1.6.2
> 2. Scala version is 2.11.6
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