Github user shijinkui commented on a diff in the pull request:

    https://github.com/apache/spark/pull/2644#discussion_r18561868
  
    --- Diff: 
core/src/main/scala/org/apache/spark/broadcast/BroadcastManager.scala ---
    @@ -59,7 +59,7 @@ private[spark] class BroadcastManager(
       private val nextBroadcastId = new AtomicLong(0)
     
       def newBroadcast[T: ClassTag](value_ : T, isLocal: Boolean) = {
    -    broadcastFactory.newBroadcast[T](value_, isLocal, 
nextBroadcastId.getAndIncrement())
    +    broadcastFactory.newBroadcast[T](value_, isLocal, 
nextBroadcastId.getAndIncrement)
    --- End diff --
    
        val i: AtomicLong = new AtomicLong(0)
        i.incrementAndGet()
    
        Code:
           0: new           #16                 // class 
java/util/concurrent/atomic/AtomicLong
           3: dup
           4: lconst_0
           5: invokespecial #19                 // Method 
java/util/concurrent/atomic/AtomicLong."<init>":(J)V
           8: astore_2
           9: aload_2
          10: invokevirtual #23                 // Method 
java/util/concurrent/atomic/AtomicLong.incrementAndGet:()J
          13: pop2
          14: return
    
    
    
    
        val i: AtomicLong = new AtomicLong(0)
        i.incrementAndGet
    
        Code:
           0: new           #16                 // class 
java/util/concurrent/atomic/AtomicLong
           3: dup
           4: lconst_0
           5: invokespecial #19                 // Method 
java/util/concurrent/atomic/AtomicLong."<init>":(J)V
           8: astore_2
           9: aload_2
          10: invokevirtual #23                 // Method 
java/util/concurrent/atomic/AtomicLong.incrementAndGet:()J
          13: pop2
          14: return
    
    
    they are same byte code.
    scala recommend having no () if having no param



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