dongjoon-hyun opened a new pull request, #57051:
URL: https://github.com/apache/spark/pull/57051

   ### What changes were proposed in this pull request?
   
   This PR aims to add an upper bound `<3.0.0` to the `pandas` requirement in 
`dev/requirements.txt` and the installation guide 
(`python/docs/source/getting_started/install.rst`) because Apache Spark 4.2.0 
doesn't support it. Apache Spark 4.3.0 will support `Pandas 3` via SPARK-55139 
officially.
   
   ### Why are the changes needed?
   
   PySpark does not yet fully support pandas 3.x and warns at runtime when 
pandas >= 3.0.0 is detected:
   
   
https://github.com/apache/spark/blob/aaf99abe95a478db5b2c286d5e6c5ba957fdb60c/python/pyspark/sql/pandas/utils.py#L59-L68
   
   ```
   FutureWarning: PySpark does not yet fully support pandas >= 3.0.0. Some 
features may not work correctly. It is recommended to use pandas < 3.0.0 for 
now.
   ```
   
   The development requirements and the installation documentation should be 
consistent with this recommendation.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No. This only affects the development requirements file and documentation.
   
   ### How was this patch tested?
   
   Manual review. This is a requirements/documentation-only change.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Fable 5


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