[
https://issues.apache.org/jira/browse/SPARK-48580?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
ASF GitHub Bot reassigned SPARK-48580:
--------------------------------------
Assignee: Apache Spark
> Add consistency check and fallback for mapIds in push-merged block meta
> -----------------------------------------------------------------------
>
> Key: SPARK-48580
> URL: https://issues.apache.org/jira/browse/SPARK-48580
> Project: Spark
> Issue Type: Sub-task
> Components: Shuffle
> Affects Versions: 3.2.0, 3.3.0, 3.4.0, 3.5.0
> Reporter: gaoyajun02
> Assignee: Apache Spark
> Priority: Major
> Labels: pull-request-available
> Attachments: image-2024-06-11-10-19-57-227.png
>
>
> When push-based shuffle enabled, 0.03% of the spark application in our
> cluster experienced shuffle data loss. The metrics of Exchange as follows:
> !image-2024-06-11-10-19-57-227.png|width=405,height=170!
> We eventually found some WARN logs on the shuffle server:
>
> {code:java}
> WARN shuffle-server-8-216
> org.apache.spark.network.shuffle.RemoteBlockPushResolver: Application
> application_xxxx shuffleId 0 shuffleMergeId 0 reduceId 133 update to
> index/meta failed{code}
>
> And analyzed the cause from the code：
> The merge metadata obtained by the reduce side from the driver comes from the
> {{mapTracker}} in the server's memory, while the actual reading of chunk data
> is based on the records in the shuffle server's {{{}metaFile{}}}. There is no
> consistency check between the two.
--
This message was sent by Atlassian Jira
(v8.20.10#820010)
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
