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Posted to issues@spark.apache.org by "Apache Spark (Jira)" <ji...@apache.org> on 2022/05/26 05:39:00 UTC
[jira] [Assigned] (SPARK-39301) Levearge LocalRelation in createDataFrame with Arrow optimization
[ https://issues.apache.org/jira/browse/SPARK-39301?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Apache Spark reassigned SPARK-39301:
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Assignee: (was: Apache Spark)
> Levearge LocalRelation in createDataFrame with Arrow optimization
> -----------------------------------------------------------------
>
> Key: SPARK-39301
> URL: https://issues.apache.org/jira/browse/SPARK-39301
> Project: Spark
> Issue Type: Improvement
> Components: PySpark
> Affects Versions: 3.4.0
> Reporter: Hyukjin Kwon
> Priority: Major
>
> Currently, we use {{LogicalRDD}} that always creates an RDD. in Spark SQL, we have some nice optimization with {{LocalRelation}}. We should leverage this in {{createDataFrame}} in PySpark with Arrow optimization to boost the speed up.
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