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Posted to issues@spark.apache.org by "XiDuo You (Jira)" <ji...@apache.org> on 2021/11/25 01:35:00 UTC
[jira] [Updated] (SPARK-37357) Add small partition factor for rebalance partitions
[ https://issues.apache.org/jira/browse/SPARK-37357?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
XiDuo You updated SPARK-37357:
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Summary: Add small partition factor for rebalance partitions (was: Create skew partition specs should respect min partition size)
> Add small partition factor for rebalance partitions
> ---------------------------------------------------
>
> Key: SPARK-37357
> URL: https://issues.apache.org/jira/browse/SPARK-37357
> Project: Spark
> Issue Type: Sub-task
> Components: SQL
> Affects Versions: 3.3.0
> Reporter: XiDuo You
> Priority: Major
>
> For example `Rebalance` provide a functionality that split the large reduce partition into smalls. However we have seen many SQL produce small files due to the last partition.
> Let's say we have one reduce partition and six map partitions and the blocks are:
> [10, 10, 10, 10, 10, 10]
> If the target size is 50, we will get two files with 50 and 10. And it will get worse if there are thousands of reduce partitions.
> It should be helpful if we can control the min partition size.
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