Tian Gao created SPARK-55244:
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             Summary: Use np.nan as default for string type in pandas 3
                 Key: SPARK-55244
                 URL: https://issues.apache.org/jira/browse/SPARK-55244
             Project: Spark
          Issue Type: Sub-task
          Components: PySpark
    Affects Versions: 4.2.0
            Reporter: Tian Gao


[https://pandas.pydata.org/docs/user_guide/migration-3-strings.html#the-missing-value-sentinel-is-now-always-nan]

In pandas 3, missing value sentinel is always np.nan. We should follow this 
pattern.



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