Nishanth28 commented on code in PR #52931:
URL: https://github.com/apache/spark/pull/52931#discussion_r2536247968


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core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala:
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@@ -259,6 +267,10 @@ private[spark] abstract class BasePythonRunner[IN, OUT](
     val startTime = System.currentTimeMillis
     val env = SparkEnv.get
 
+    // Log task context information at the start of computation
+    logInfo(s"Starting Python task execution (Stage ${context.stageId()}, " +

Review Comment:
   Thank you @holdenk for your input.  I've removed the duplicate stage and 
attempt information from the logs.
   
   The logs now show task context only once through taskIdentifier:
     "Starting Python task execution - task 83.0 in stage 32 (TID 4188)"



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