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Posted to issues@spark.apache.org by "Joseph K. Bradley (JIRA)" <ji...@apache.org> on 2016/10/04 01:06:20 UTC

[jira] [Updated] (SPARK-17559) PeriodicGraphCheckpointer did not persist edges as expected in some cases

     [ https://issues.apache.org/jira/browse/SPARK-17559?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Joseph K. Bradley updated SPARK-17559:
--------------------------------------
    Summary: PeriodicGraphCheckpointer did not persist edges as expected in some cases  (was: PeriodicGraphCheckpointer didnot persist edges as expected in some cases)

> PeriodicGraphCheckpointer did not persist edges as expected in some cases
> -------------------------------------------------------------------------
>
>                 Key: SPARK-17559
>                 URL: https://issues.apache.org/jira/browse/SPARK-17559
>             Project: Spark
>          Issue Type: Bug
>          Components: MLlib
>            Reporter: ding
>            Priority: Minor
>   Original Estimate: 1h
>  Remaining Estimate: 1h
>
> When use PeriodicGraphCheckpointer to persist graph, sometimes the edge isn't persisted. As currently only when vertices's storage level is none, graph is persisted. However there is a chance vertices's storage level is not none while edges's is none. Eg. graph created by a outerJoinVertices operation, vertices is automatically cached while edges is not. In this way, edges will not be persisted if we use PeriodicGraphCheckpointer do persist.
> See below minimum example:
>    val graphCheckpointer = new PeriodicGraphCheckpointer[Array[String], Int](2, sc)
>     val users = sc.textFile("data/graphx/users.txt")
>       .map(line => line.split(",")).map(parts => (parts.head.toLong, parts.tail))
>     val followerGraph = GraphLoader.edgeListFile(sc, "data/graphx/followers.txt")
>     val graph = followerGraph.outerJoinVertices(users) {
>       case (uid, deg, Some(attrList)) => attrList
>       case (uid, deg, None) => Array.empty[String]
>     }
>     graphCheckpointer.update(graph)    



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