Hi,
While running PageRank on a synthetic graph I run into this problem:
Any advice on how should I proceed to overcome this memory issue?
IterationHead(Vertex-centric iteration
(org.apache.flink.graph.library.PageRank$VertexRankUpdater@7712cae0 |
org.apache.flink.graph.library.PageRank$RankMesseng$
java.lang.RuntimeException: Memory ran out. Compaction failed. numPartitions:
32 minPartition: 24 maxPartition: 25 number of overflow segments: 328
bucketSize: 638 Overall memory: 115539968 Partition memory: 50659328 Message:
Index: 25, Size: 24
at
org.apache.flink.runtime.operators.hash.CompactingHashTable.insertRecordIntoPartition(CompactingHashTable.java:469)
at
org.apache.flink.runtime.operators.hash.CompactingHashTable.insertOrReplaceRecord(CompactingHashTable.java:414)
at
org.apache.flink.runtime.operators.hash.CompactingHashTable.buildTableWithUniqueKey(CompactingHashTable.java:325)
at
org.apache.flink.runtime.iterative.task.IterationHeadTask.readInitialSolutionSet(IterationHeadTask.java:212)
at
org.apache.flink.runtime.iterative.task.IterationHeadTask.run(IterationHeadTask.java:273)
at
org.apache.flink.runtime.operators.BatchTask.invoke(BatchTask.java:354)
at org.apache.flink.runtime.taskmanager.Task.run(Task.java:584)
at java.lang.Thread.run(Thread.java:745)
Thanks!
Best,
Ovidiu