HyukjinKwon commented on a change in pull request #31953:
URL: https://github.com/apache/spark/pull/31953#discussion_r601011588



##########
File path: core/src/main/scala/org/apache/spark/SparkContext.scala
##########
@@ -2186,13 +2186,22 @@ class SparkContext(config: SparkConf) extends Logging {
    * has overridden the call site using `setCallSite()`, this will return the 
user's version.
    */
   private[spark] def getCallSite(): CallSite = {
-    lazy val callSite = Utils.getCallSite()
-    CallSite(
-      
Option(getLocalProperty(CallSite.SHORT_FORM)).getOrElse(callSite.shortForm),
-      Option(getLocalProperty(CallSite.LONG_FORM)).getOrElse(callSite.longForm)
-    )
+    if (getLocalProperty(CallSite.SHORT_FORM) == null

Review comment:
       @lxian, it would be great if we can elabourate how it causes the lock as 
you did in JIRA. In addition, to clarify, this is not an issue in Spark 3+ as 
we dropped Scala 2.11 at SPARK-26132.
   
   Can you create a PR for bracnh-2.4 alone? cc @viirya and @dongjoon-hyun FYI




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