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Posted to issues@spark.apache.org by "nanav yorbiz (JIRA)" <ji...@apache.org> on 2017/05/08 15:51:10 UTC

[jira] [Comment Edited] (SPARK-17265) EdgeRDD Difference throws an exception

    [ https://issues.apache.org/jira/browse/SPARK-17265?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16000950#comment-16000950 ] 

nanav yorbiz edited comment on SPARK-17265 at 5/8/17 3:50 PM:
--------------------------------------------------------------

spark-1.5.2 on MacOS chokes on the following in the same way (and, so does 2.1.1 on Linux)
-------
import org.apache.spark.graphx.{Edge, Graph}

case class Attr(what: Int, ever: Int)

val V = 11
val E = 42

def rndVertex = (V * Math.random).toLong

val edges = sc.parallelize(Array.fill(E)(Edge(rndVertex, rndVertex, Attr(-1, 0))))

val g = Graph.fromEdges(edges, 0)
val h = Graph.fromEdges(edges, 0)

println(g.edges.subtract(h.edges).count)
-------
I have no idea what stupidity causes the linebreak between '.' and '{' ...


was (Author: nanav.yorbiz):
spark-1.5.2 on MacOS chokes on the following in the same way (and, so does 2.1.1 on Linux)
-------
import org.apache.spark.graphx.{Edge, Graph}

case class Attr(what: Int, ever: Int)

val V = 11
val E = 42

def rndVertex = (V * Math.random).toLong

val edges = sc.parallelize(Array.fill(E)(Edge(rndVertex, rndVertex, Attr(-1, 0))))

val g = Graph.fromEdges(edges, 0)
val h = Graph.fromEdges(edges, 0)

println(g.edges.subtract(h.edges).count)
-------


> EdgeRDD Difference throws an exception
> --------------------------------------
>
>                 Key: SPARK-17265
>                 URL: https://issues.apache.org/jira/browse/SPARK-17265
>             Project: Spark
>          Issue Type: Bug
>    Affects Versions: 2.0.0
>         Environment: windows, ubuntu
>            Reporter: Shishir Kharel
>
> Subtracting two edge RDD throws and exception.
> val difference = graph1.edges.subtract(graph2.edges)
> gives
> Exception in thread "main" org.apache.spark.SparkException: Job aborted due to stage failure: Task 1 in stage 0.0 failed 1 times, most recent failure: Lost task 1.0 in stage 0.0 (TID 1, localhost): java.lang.ClassCastException: org.apache.spark.graphx.Edge cannot be cast to scala.Tuple2
>         at org.apache.spark.rdd.RDD$$anonfun$subtract$3$$anon$3.getPartition(RDD.scala:968)
>         at org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:152)
>         at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:79)
>         at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:47)
>         at org.apache.spark.scheduler.Task.run(Task.scala:86)
>         at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:274)
>         at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
>         at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
>         at java.lang.Thread.run(Thread.java:745)



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