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https://issues.apache.org/jira/browse/SPARK-55965?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yicong Huang updated SPARK-55965:
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Affects Version/s: 4.2.0
(was: 4.0.0)
> Add warning when pandas >= 3.0.0 is used with PySpark
> -----------------------------------------------------
>
> Key: SPARK-55965
> URL: https://issues.apache.org/jira/browse/SPARK-55965
> Project: Spark
> Issue Type: Improvement
> Components: PySpark
> Affects Versions: 4.2.0
> Reporter: Yicong Huang
> Priority: Major
>
> PySpark does not yet fully support pandas >= 3.0.0. In particular, pandas 3.0
> defaults future.infer_string to True, which causes string columns to use
> pa.large_string() internally. This can lead to Arrow type mismatches during
> createDataFrame/toPandas round-trips.
> This PR adds a FutureWarning in require_minimum_pandas_version() to notify
> users that pandas >= 3.0.0 is not yet fully supported.
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