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https://issues.apache.org/jira/browse/SPARK-25353?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Wenchen Fan resolved SPARK-25353.
---------------------------------
Resolution: Fixed
Fix Version/s: 3.0.0
Issue resolved by pull request 22347
[https://github.com/apache/spark/pull/22347]
> executeTake in SparkPlan could decode rows more than necessary.
> ---------------------------------------------------------------
>
> Key: SPARK-25353
> URL: https://issues.apache.org/jira/browse/SPARK-25353
> Project: Spark
> Issue Type: Sub-task
> Components: SQL
> Affects Versions: 2.3.1
> Reporter: Dooyoung Hwang
> Priority: Major
> Fix For: 3.0.0
>
>
> In some cases, executeTake in SparkPlan could decode more than necessary.
> For example, df.limit(1000).collect() is executed.
> +- executeTake in SparkPlan is called with arg 1000.
> +- If total rows count from partitions is 2000, executeTake decode them
> and create array of InternalRow whose size is 2000.
> +- Slice the first 1000 rows, and return them. 1000 rows in the rear
> are not used.
>
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