yaooqinn commented on code in PR #44172:
URL: https://github.com/apache/spark/pull/44172#discussion_r1414903391


##########
core/src/test/scala/org/apache/spark/io/ZStandardBenchmark.scala:
##########
@@ -101,4 +102,28 @@ object ZStandardBenchmark extends BenchmarkBase {
       }
     }
   }
+
+  private def parallelCompressionBenchmark(): Unit = {
+    val N = 128
+    val data = (1 until 128 * 1024 * 1024).toArray
+
+    Seq(3, 9).foreach { level =>
+      val benchmark = new Benchmark(s"Parallel Compression at level $level", 
N, output = output)
+      Seq(0, 1, 2, 4, 8, 16).foreach { workers =>

Review Comment:
   2 ~ 3 secs for case 0 on my mac



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