ueshin commented on code in PR #52755:
URL: https://github.com/apache/spark/pull/52755#discussion_r2468006884


##########
core/src/main/scala/org/apache/spark/api/python/PythonSparkThrowable.scala:
##########
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.api.python
+
+import java.util
+
+import org.apache.spark.{BreakingChangeInfo, QueryContext, SparkThrowable}
+
+/**
+ * A wrapper class for [[SparkThrowable]] used in the Python side.
+ *
+ * This class delegates all method calls to the underlying [[SparkThrowable]] 
instance.
+ * It exists to make [[SparkThrowable]] accessible from PySpark through Py4J, 
since
+ * Python cannot directly work with default methods.
+ *
+ * NOTE: If new default methods are added to [[SparkThrowable]], they must 
also be
+ * explicitly delegated here to maintain consistent behavior. A unit test 
should verify
+ * that all default methods are properly delegated.
+ */
+private[spark] class PythonSparkThrowable(e: SparkThrowable) extends 
SparkThrowable {

Review Comment:
   How about just taking `Exception` or `Throwable` and check if it's 
`SparkThrowable` or not in each method, returning values from the 
`SparkThrowable` or the default values if it's not. Then we don't need to care 
about the actual exception in Python side.



##########
python/pyspark/errors/exceptions/captured.py:
##########
@@ -74,7 +74,7 @@ def __init__(
         self._cause = convert_exception(cause) if cause is not None else None
         if self._cause is None and origin is not None and origin.getCause() is 
not None:
             self._cause = convert_exception(origin.getCause())
-        self._origin = origin
+        self._origin = SparkContext._jvm.PythonSparkThrowable(origin)

Review Comment:
   Need to check whether `origin` is `SparkThrowable`?



##########
python/pyspark/errors/exceptions/captured.py:
##########
@@ -118,68 +118,45 @@ def getErrorClass(self) -> Optional[str]:
     def getMessageParameters(self) -> Optional[Dict[str, str]]:
         from pyspark import SparkContext
         from py4j.java_gateway import is_instance_of
-        from py4j.protocol import Py4JError
 
         assert SparkContext._gateway is not None
 
         gw = SparkContext._gateway
         if self._origin is not None and is_instance_of(
             gw, self._origin, "org.apache.spark.SparkThrowable"
         ):

Review Comment:
   And then we don't need these checks any more?



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