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Posted to issues@spark.apache.org by "Andrew Ash (JIRA)" <ji...@apache.org> on 2014/10/16 21:52:35 UTC

[jira] [Updated] (SPARK-3466) Limit size of results that a driver collects for each action

     [ https://issues.apache.org/jira/browse/SPARK-3466?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Andrew Ash updated SPARK-3466:
------------------------------
    Assignee: Matthew Cheah

> Limit size of results that a driver collects for each action
> ------------------------------------------------------------
>
>                 Key: SPARK-3466
>                 URL: https://issues.apache.org/jira/browse/SPARK-3466
>             Project: Spark
>          Issue Type: New Feature
>          Components: Spark Core
>            Reporter: Matei Zaharia
>            Assignee: Matthew Cheah
>
> Right now, operations like {{collect()}} and {{take()}} can crash the driver with an OOM if they bring back too many data. We should add a {{spark.driver.maxResultSize}} setting (or something like that) that will make the driver abort a job if its result is too big. We can set it to some fraction of the driver's memory by default, or to something like 100 MB.



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