Tian Gao created SPARK-54599:
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             Summary: Make PythonException a SparkThrowable and handle it in 
Python
                 Key: SPARK-54599
                 URL: https://issues.apache.org/jira/browse/SPARK-54599
             Project: Spark
          Issue Type: Improvement
          Components: PySpark
    Affects Versions: 4.2.0
            Reporter: Tian Gao


For now, if Python workers raise an exception, it will be passed to JVM and 
became a RuntimeError - Python driver has to capture it and check the message 
to reconstruct the exception.

There are a few issues with it - first of all, we have special code to deal 
with such a common issue. Then there's no way to associate a SQLSTATE with the 
exception.

By making PythonException a normal SparkThrowable, we can use the shared code 
path for it, which supports SQLSTATE natively.

We can also polish the exception message a bit.



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