advancedxy commented on a change in pull request #26085: [SPARK-29434] [Core] 
Improve the MapStatuses Serialization Performance
URL: https://github.com/apache/spark/pull/26085#discussion_r333809807
 
 

 ##########
 File path: core/src/main/scala/org/apache/spark/MapOutputTracker.scala
 ##########
 @@ -822,18 +827,43 @@ private[spark] object MapOutputTracker extends Logging {
     } {
       objOut.close()
     }
-    val arr = out.toByteArray
+
+    val arr: Array[Byte] = {
+      val compressedOut = new ByteArrayOutputStream(4096)
+      val zos = new ZstdOutputStream(compressedOut)
+      Utils.tryWithSafeFinally {
+        compressedOut.write(DIRECT)
+        zos.write(out.getBuf, 0, out.size())
 
 Review comment:
   I think we can replace this call with `out.writeTo(zos)`?  So that we can 
avoid exposing the `buf` directly.

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