dongjoon-hyun commented on code in PR #54313:
URL: https://github.com/apache/spark/pull/54313#discussion_r2805293779


##########
core/benchmarks/RocksDBBenchmark-jdk21-results.txt:
##########
@@ -2,101 +2,101 @@
 RocksDB Lifecycle Benchmark
 
================================================================================================
 
-OpenJDK 64-Bit Server VM 21.0.8+9-LTS on Linux 6.11.0-1018-azure
+OpenJDK 64-Bit Server VM 21.0.10+7-LTS on Linux 6.14.0-1017-azure
 AMD EPYC 7763 64-Core Processor
 RocksDB Lifecycle Operations:             Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-DB Creation                                           5              6         
  1          0.0     5297960.0       1.0X
-DB Close                                              0              0         
  0          0.0      152524.0      34.7X
+DB Creation                                           5              6         
  1          0.0     5050932.0       1.0X
+DB Close                                              0              0         
  0          0.0      158498.0      31.9X
 
 
 
================================================================================================
 Sequential Operations Benchmark
 
================================================================================================
 
-OpenJDK 64-Bit Server VM 21.0.8+9-LTS on Linux 6.11.0-1018-azure
+OpenJDK 64-Bit Server VM 21.0.10+7-LTS on Linux 6.14.0-1017-azure
 AMD EPYC 7763 64-Core Processor
 Sequential Writes:                        Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-Indexed                                              23             24         
  1          0.0       22472.9       1.0X
-No Index                                             17             18         
  0          0.1       16869.5       1.3X
+Indexed                                              24             25         
  1          0.0       23360.4       1.0X
+No Index                                             18             19         
  0          0.1       17680.3       1.3X
 
-OpenJDK 64-Bit Server VM 21.0.8+9-LTS on Linux 6.11.0-1018-azure
+OpenJDK 64-Bit Server VM 21.0.10+7-LTS on Linux 6.14.0-1017-azure
 AMD EPYC 7763 64-Core Processor
 Sequential Updates:                       Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-Indexed                                              22             23         
  1          0.0       21651.8       1.0X
-No Index                                             10             11         
  0          0.1       10027.6       2.2X
+Indexed                                              23             24         
  1          0.0       22600.1       1.0X
+No Index                                             17             17         
  0          0.1       16318.1       1.4X
 
-OpenJDK 64-Bit Server VM 21.0.8+9-LTS on Linux 6.11.0-1018-azure
+OpenJDK 64-Bit Server VM 21.0.10+7-LTS on Linux 6.14.0-1017-azure
 AMD EPYC 7763 64-Core Processor
 Sequential Deletes:                       Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-Indexed                                              11             12         
  0          0.1       10698.4       1.0X
-No Index                                              8              8         
  0          0.1        7430.8       1.4X
+Indexed                                              12             12         
  0          0.1       11413.1       1.0X
+No Index                                             13             14         
  1          0.1       12820.2       0.9X
 
 
 
================================================================================================
 Random Operations Benchmark
 
================================================================================================
 
-OpenJDK 64-Bit Server VM 21.0.8+9-LTS on Linux 6.11.0-1018-azure
+OpenJDK 64-Bit Server VM 21.0.10+7-LTS on Linux 6.14.0-1017-azure
 AMD EPYC 7763 64-Core Processor
 Random Writes:                            Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-Indexed                                              24             25         
  1          0.0       23615.9       1.0X
-No Index                                             19             19         
  0          0.1       18099.8       1.3X
+Indexed                                              25             26         
  2          0.0       24099.9       1.0X
+No Index                                             18             19         
  0          0.1       17963.8       1.3X
 
-OpenJDK 64-Bit Server VM 21.0.8+9-LTS on Linux 6.11.0-1018-azure
+OpenJDK 64-Bit Server VM 21.0.10+7-LTS on Linux 6.14.0-1017-azure
 AMD EPYC 7763 64-Core Processor
 Random Updates:                           Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-Indexed                                              22             23         
  0          0.0       21808.2       1.0X
-No Index                                             10             11         
  1          0.1       10175.5       2.1X
+Indexed                                              24             24         
  0          0.0       23118.3       1.0X
+No Index                                             17             17         
  0          0.1       16520.0       1.4X
 
-OpenJDK 64-Bit Server VM 21.0.8+9-LTS on Linux 6.11.0-1018-azure
+OpenJDK 64-Bit Server VM 21.0.10+7-LTS on Linux 6.14.0-1017-azure
 AMD EPYC 7763 64-Core Processor
 Random Deletes:                           Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-Indexed                                              11             12         
  0          0.1       10694.7       1.0X
-No Index                                              8              8         
  0          0.1        7443.8       1.4X
+Indexed                                              12             12         
  0          0.1       11461.0       1.0X
+No Index                                             13             14         
  0          0.1       12881.5       0.9X

Review Comment:
   Ditto. The ratio is reverted but Java 17 result looks fine.



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