[SPARK-3973] Print call site information for broadcasts

Its hard to debug which broadcast variables refer to what in a big codebase. Printing call site information helps in debugging.

Author: Shivaram Venkataraman <[email protected]>

Closes #2829 from shivaram/spark-broadcast-print and squashes the following commits:

cd6dbdf [Shivaram Venkataraman] Print call site information for broadcasts

Author: shivaram

core/src/main/scala/org/apache/spark/SparkContext.scala

@@ -818,6 +818,8 @@ class SparkContext(config: SparkConf) extends Logging {
    */
   def broadcast[T: ClassTag](value: T): Broadcast[T] = {
     val bc = env.broadcastManager.newBroadcast[T](value, isLocal)
+    val callSite = getCallSite
+    logInfo("Created broadcast " + bc.id + " from " + callSite.shortForm)
     cleaner.foreach(_.registerBroadcastForCleanup(bc))
     bc
   }