Tian Gao created SPARK-60951:
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             Summary: Support configurable aggregation level for the Python UDF 
sampling profiler
                 Key: SPARK-60951
                 URL: https://issues.apache.org/jira/browse/SPARK-60951
             Project: Spark
          Issue Type: Improvement
          Components: PySpark
    Affects Versions: 5.0.0
            Reporter: Tian Gao


Add spark.sql.pyspark.udf.profiler.samplingAggregation (query | stage | task, 
default stage) to control how the sampling profiler aggregates call stacks. 
Results are merged by the chosen key so the driver keeps one call tree per 
query, stage, or task attempt instead of one per task. Sampled call trees are 
also keyed by thread name instead of thread id, so threads from different tasks 
merge correctly.



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