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Posted to issues@spark.apache.org by "Apache Spark (Jira)" <ji...@apache.org> on 2020/08/04 23:04:00 UTC

[jira] [Commented] (SPARK-32533) Improve Avro read/write performance on nested structs and array of structs

    [ https://issues.apache.org/jira/browse/SPARK-32533?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17171183#comment-17171183 ] 

Apache Spark commented on SPARK-32533:
--------------------------------------

User 'msamirkhan' has created a pull request for this issue:
https://github.com/apache/spark/pull/29354

> Improve Avro read/write performance on nested structs and array of structs
> --------------------------------------------------------------------------
>
>                 Key: SPARK-32533
>                 URL: https://issues.apache.org/jira/browse/SPARK-32533
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 3.0.0
>            Reporter: Muhammad Samir Khan
>            Priority: Major
>
> Have some improvements for Avro file format to reduce time taken when reading/writing nested/array'd structs. Using benchmarks in SPARK-32531 was able to improve performance on branch-3.0 as follows (measurements in seconds):
> Read:
> Nested Structs: 75 -> 46
> Array of Struct: 47 -> 17
> Write
> Nested Structs: 147 -> 36
> Array of Struct: 139 -> 34
> Will be putting up the PR soon with the changes.



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