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Posted to issues@spark.apache.org by "Dongjoon Hyun (JIRA)" <ji...@apache.org> on 2017/08/23 18:20:00 UTC

[jira] [Updated] (SPARK-20953) Add hash map metrics to aggregate and join

     [ https://issues.apache.org/jira/browse/SPARK-20953?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Dongjoon Hyun updated SPARK-20953:
----------------------------------
    Fix Version/s: 2.3.0

> Add hash map metrics to aggregate and join
> ------------------------------------------
>
>                 Key: SPARK-20953
>                 URL: https://issues.apache.org/jira/browse/SPARK-20953
>             Project: Spark
>          Issue Type: New Feature
>          Components: SQL
>    Affects Versions: 2.2.0
>            Reporter: Reynold Xin
>             Fix For: 2.3.0
>
>
> It would be useful if we can identify hash map collision issues early on.
> We should add avg hash map probe metric to aggregate operator and hash join operator and report them. If the avg probe is greater than a specific (configurable) threshold, we should log an error at runtime.
> The primary classes to look at are UnsafeFixedWidthAggregationMap, HashAggregateExec, HashedRelation, HashJoin.



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