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  1. Spark
  2. SPARK-5484

Pregel should checkpoint periodically to avoid StackOverflowError

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    Details

    • Type: Bug
    • Status: Resolved
    • Priority: Major
    • Resolution: Fixed
    • Affects Version/s: None
    • Fix Version/s: 2.2.0, 2.3.0
    • Component/s: GraphX
    • Labels:
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      Description

      Pregel-based iterative algorithms with more than ~50 iterations begin to slow down and eventually fail with a StackOverflowError due to Spark's lack of support for long lineage chains. Instead, Pregel should checkpoint the graph periodically.

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              • Assignee:
                dingding dingding
                Reporter:
                ankurd Ankur Dave
              • Votes:
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                • Created:
                  Updated:
                  Resolved: