HyukjinKwon commented on a change in pull request #28661:
URL: https://github.com/apache/spark/pull/28661#discussion_r431637708



##########
File path: python/pyspark/sql/utils.py
##########
@@ -75,21 +96,29 @@ class UnknownException(CapturedException):
 
 def convert_exception(e):
     s = e.toString()
-    stackTrace = '\n\t at '.join(map(lambda x: x.toString(), 
e.getStackTrace()))
     c = e.getCause()
+
+    jvm = SparkContext._jvm
+    jwriter = jvm.java.io.StringWriter()
+    e.printStackTrace(jvm.java.io.PrintWriter(jwriter))
+    stacktrace = jwriter.toString()
     if s.startswith('org.apache.spark.sql.AnalysisException: '):
-        return AnalysisException(s.split(': ', 1)[1], stackTrace, c)
+        return AnalysisException(s.split(': ', 1)[1], stacktrace, c)
     if s.startswith('org.apache.spark.sql.catalyst.analysis'):
-        return AnalysisException(s.split(': ', 1)[1], stackTrace, c)
+        return AnalysisException(s.split(': ', 1)[1], stacktrace, c)
     if s.startswith('org.apache.spark.sql.catalyst.parser.ParseException: '):
-        return ParseException(s.split(': ', 1)[1], stackTrace, c)
+        return ParseException(s.split(': ', 1)[1], stacktrace, c)

Review comment:
       I think `ParseException` at least shows a meaningful error message to 
the end user such as:
   
   ```
   : org.apache.spark.sql.catalyst.parser.ParseException:
   mismatched input 'a' expecting {'(', 'ADD', 'ALTER', 'ANALYZE', 'CACHE', 
'CLEAR', 'COMMENT', 'COMMIT', 'CREATE', 'DELETE', 'DESC', 'DESCRIBE', 'DFS', 
'DROP', 'EXPLAIN', 'EXPORT', 'FROM', 'GRANT', 'IMPORT', 'INSERT', 'LIST', 
'LOAD', 'LOCK', 'MAP', 'MERGE', 'MSCK', 'REDUCE', 'REFRESH', 'REPLACE', 
'RESET', 'REVOKE', 'ROLLBACK', 'SELECT', 'SET', 'SHOW', 'START', 'TABLE', 
'TRUNCATE', 'UNCACHE', 'UNLOCK', 'UPDATE', 'USE', 'VALUES', 'WITH'}(line 1, pos 
0)
   
   == SQL ==
   a
   ^^^
   ```
   
   If developers want to debug, they can enable 
`spark.sql.pyspark.jvmStacktrace.enabled`.




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