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Posted to issues@spark.apache.org by "Reynold Xin (JIRA)" <ji...@apache.org> on 2014/12/03 10:37:12 UTC
[jira] [Updated] (SPARK-2253) Disable partial aggregation
automatically when reduction factor is low
[ https://issues.apache.org/jira/browse/SPARK-2253?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Reynold Xin updated SPARK-2253:
-------------------------------
Fix Version/s: 1.3.0
> Disable partial aggregation automatically when reduction factor is low
> ----------------------------------------------------------------------
>
> Key: SPARK-2253
> URL: https://issues.apache.org/jira/browse/SPARK-2253
> Project: Spark
> Issue Type: Improvement
> Components: Spark Core
> Reporter: Reynold Xin
> Assignee: Reynold Xin
> Fix For: 1.3.0
>
>
> Once we see enough number of rows in partial aggregation and don't observe any reduction, Aggregator should just turn off partial aggregation. This reduces memory usage for high cardinality aggregations.
> This one is for Spark core. There is another ticket tracking this for SQL.
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