dongjoon-hyun commented on a change in pull request #22617: 
[SPARK-25484][SQL][TEST] Refactor ExternalAppendOnlyUnsafeRowArrayBenchmark
URL: https://github.com/apache/spark/pull/22617#discussion_r246305702
 
 

 ##########
 File path: 
sql/core/benchmarks/ExternalAppendOnlyUnsafeRowArrayBenchmark-results.txt
 ##########
 @@ -0,0 +1,50 @@
+================================================================================================
+WITHOUT SPILL
+================================================================================================
+
+Java HotSpot(TM) 64-Bit Server VM 1.8.0_162-b12 on Mac OS X 10.13.6
+Intel(R) Core(TM) i7-4870HQ CPU @ 2.50GHz
+
+Array with 100000 rows:                  Best/Avg Time(ms)    Rate(M/s)   Per 
Row(ns)   Relative
+------------------------------------------------------------------------------------------------
+ArrayBuffer                                   4810 / 5120         21.3         
 47.0       1.0X
+ExternalAppendOnlyUnsafeRowArray              4996 / 5043         20.5         
 48.8       1.0X
+
+Java HotSpot(TM) 64-Bit Server VM 1.8.0_162-b12 on Mac OS X 10.13.6
+Intel(R) Core(TM) i7-4870HQ CPU @ 2.50GHz
+
+Array with 1000 rows:                    Best/Avg Time(ms)    Rate(M/s)   Per 
Row(ns)   Relative
+------------------------------------------------------------------------------------------------
+ArrayBuffer                                   8839 / 8951         29.7         
 33.7       1.0X
+ExternalAppendOnlyUnsafeRowArray              9884 / 9888         26.5         
 37.7       0.9X
 
 Review comment:
   Could you run this once more in your side? For me, I've got the followings. 
The ratio difference is too big.
   
   **Mac**
   ```
   [info] Java HotSpot(TM) 64-Bit Server VM 1.8.0_191-b12 on Mac OS X 10.14.2
   [info] Intel(R) Core(TM) i7-4770HQ CPU @ 2.20GHz
   [info] Array with 1000 rows:                    Best/Avg Time(ms)    
Rate(M/s)   Per Row(ns)   Relative
   [info] 
------------------------------------------------------------------------------------------------
   [info] ArrayBuffer                                 10226 / 10272         
25.6          39.0       1.0X
   [info] ExternalAppendOnlyUnsafeRowArray            24301 / 24425         
10.8          92.7       0.4X
   ```
   
   **EC2 Server**
   ```
   [info] OpenJDK 64-Bit Server VM 1.8.0_191-b12 on Linux 
3.10.0-862.3.2.el7.x86_64
   [info] Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
   [info] Array with 1000 rows:                    Best/Avg Time(ms)    
Rate(M/s)   Per Row(ns)   Relative
   [info] 
------------------------------------------------------------------------------------------------
   [info] ArrayBuffer                                 11988 / 12027         
21.9          45.7       1.0X
   [info] ExternalAppendOnlyUnsafeRowArray            37480 / 37574          
7.0         143.0       0.3X
   ```

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