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Posted to issues@tez.apache.org by "David Mollitor (Jira)" <ji...@apache.org> on 2020/03/04 19:23:00 UTC
[jira] [Commented] (TEZ-4130) Config for max task parallelism in
shuffle - tez.shuffle-vertex-manager.max-task-parallelism
[ https://issues.apache.org/jira/browse/TEZ-4130?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17051547#comment-17051547 ]
David Mollitor commented on TEZ-4130:
-------------------------------------
Hive has {{hive.exec.reducers.max}} to cap the number of Reducers.
Is there some way to pin the maximum number of tasks to the bucket number limitations (4k) so that this will work out-of-the-box?
> Config for max task parallelism in shuffle - tez.shuffle-vertex-manager.max-task-parallelism
> --------------------------------------------------------------------------------------------
>
> Key: TEZ-4130
> URL: https://issues.apache.org/jira/browse/TEZ-4130
> Project: Apache Tez
> Issue Type: Improvement
> Reporter: László Bodor
> Assignee: László Bodor
> Priority: Major
>
> During the investigation of a customer issue, I found that tez generated a dag plan containing >4k tasks. It failed for hive because of bucket number limitations (4k). It can be configured properly, e.g. bigger splits (tez.grouping.min-size), but maybe it would be more convenient for users to config a hard limit for shuffle vertex manager.
> However, I'm not really sure if it's correct to force changing the max task parallelism after split generation already happened (e.g. [HiveSplitGenerator|https://github.com/apache/hive/blob/master/ql/src/java/org/apache/hadoop/hive/ql/exec/tez/HiveSplitGenerator.java#L192-L244]):
> https://github.com/apache/tez/blob/master/tez-runtime-library/src/main/java/org/apache/tez/dag/library/vertexmanager/ShuffleVertexManager.java#L477
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