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https://issues.apache.org/jira/browse/TEZ-3708?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Zhiyuan Yang updated TEZ-3708:
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Attachment: TEZ-3708.1.patch
Upload the patch of improved unpartitioned cartesian product edge. Key things:
1. allow arbitrary parallelism by partitioning source output
2. estimate the workload based on #record
3. group by #ops to evenly distribute the workload
> Improve parallelism and auto grouping of unpartitioned cartesian product
> ------------------------------------------------------------------------
>
> Key: TEZ-3708
> URL: https://issues.apache.org/jira/browse/TEZ-3708
> Project: Apache Tez
> Issue Type: Sub-task
> Reporter: Zhiyuan Yang
> Assignee: Zhiyuan Yang
> Attachments: TEZ-3708.1.patch
>
>
> Current unpartitioned cartesian product has a few limitations
> 1. parallelism can be not enough in case of large split and small # src task
> 2. parallelism can be too much in in case of large # src task
> 3. workload is not ideally distributed across the worker. Even with auto
> grouping, grouping by size may not be accurate because same size can means
> different #record and different cartesian product ops.
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