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Posted to issues@spark.apache.org by "Ian Cook (Jira)" <ji...@apache.org> on 2024/03/12 21:12:00 UTC
[jira] [Updated] (SPARK-47365) Add toArrow() DataFrame method to PySpark
[ https://issues.apache.org/jira/browse/SPARK-47365?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Ian Cook updated SPARK-47365:
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Summary: Add toArrow() DataFrame method to PySpark (was: Add toArrow() DataFrame method)
> Add toArrow() DataFrame method to PySpark
> -----------------------------------------
>
> Key: SPARK-47365
> URL: https://issues.apache.org/jira/browse/SPARK-47365
> Project: Spark
> Issue Type: Improvement
> Components: Input/Output, PySpark
> Affects Versions: 3.5.1
> Reporter: Ian Cook
> Priority: Major
>
> Over in the Apache Arrow community, we hear from a lot of users who want to return the contents of a PySpark DataFrame as a [PyArrow Table|https://arrow.apache.org/docs/python/generated/pyarrow.Table.html]. Currently the only way to do this is:
> *PySpark DataFrame* --> *pandas DataFrame* --> *PyArrow Table*
> This adds significant overhead compared to going direct from PySpark DataFrame to PyArrow Table. Since [PySpark already goes through PyArrow to convert to pandas|https://spark.apache.org/docs/latest/api/python/user_guide/sql/arrow_pandas.html], would it be possible to publicly expose a *toArrow()* method of the Spark DataFrame class?
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