dongjoon-hyun commented on code in PR #47743:
URL: https://github.com/apache/spark/pull/47743#discussion_r1715635605


##########
sql/core/benchmarks/CollationBenchmark-jdk21-results.txt:
##########
@@ -1,54 +1,54 @@
-OpenJDK 64-Bit Server VM 21.0.3+9-LTS on Linux 6.5.0-1022-azure
+OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure
 AMD EPYC 7763 64-Core Processor
 collation unit benchmarks - equalsFunction:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
--------------------------------------------------------------------------------------------------------------------------
-UTF8_BINARY                                          1352           1352       
    1          0.1       13516.4       1.0X
-UTF8_LCASE                                           4678           4693       
   21          0.0       46778.6       0.3X
-UNICODE                                             17213          17223       
   13          0.0      172131.7       0.1X
-UNICODE_CI                                          17101          17133       
   46          0.0      171009.6       0.1X
+UTF8_BINARY                                          1344           1345       
    1          0.1       13438.0       1.0X
+UTF8_LCASE                                           2617           2619       
    3          0.0       26172.7       0.5X
+UNICODE                                             16947          16976       
   41          0.0      169465.6       0.1X
+UNICODE_CI                                          16500          16507       
   10          0.0      164997.5       0.1X
 
-OpenJDK 64-Bit Server VM 21.0.3+9-LTS on Linux 6.5.0-1022-azure
+OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure
 AMD EPYC 7763 64-Core Processor
 collation unit benchmarks - compareFunction:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
---------------------------------------------------------------------------------------------------------------------------
-UTF8_BINARY                                           1775           1775      
     0          0.1       17749.8       1.0X
-UTF8_LCASE                                            5342           5367      
    35          0.0       53423.0       0.3X
-UNICODE                                              17011          17020      
    12          0.0      170110.1       0.1X
-UNICODE_CI                                           16734          16760      
    37          0.0      167338.2       0.1X
+UTF8_BINARY                                           2555           2560      
     7          0.0       25553.1       1.0X
+UTF8_LCASE                                            3539           3540      
     0          0.0       35392.8       0.7X
+UNICODE                                              17154          17161      
    10          0.0      171541.5       0.1X
+UNICODE_CI                                           16915          16926      
    17          0.0      169146.6       0.2X
 
-OpenJDK 64-Bit Server VM 21.0.3+9-LTS on Linux 6.5.0-1022-azure
+OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure
 AMD EPYC 7763 64-Core Processor
 collation unit benchmarks - hashFunction:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-UTF8_BINARY                                        7253           7256         
  4          0.0       72529.6       1.0X
-UTF8_LCASE                                        16634          16676         
 59          0.0      166342.5       0.4X
-UNICODE                                           66146          66163         
 23          0.0      661461.1       0.1X
-UNICODE_CI                                        54563          54606         
 62          0.0      545625.5       0.1X
+UTF8_BINARY                                        2771           2771         
  0          0.0       27708.6       1.0X
+UTF8_LCASE                                         5346           5347         
  2          0.0       53462.4       0.5X
+UNICODE                                           67678          67692         
 21          0.0      676775.1       0.0X
+UNICODE_CI                                        57978          57982         
  6          0.0      579780.7       0.0X
 
-OpenJDK 64-Bit Server VM 21.0.3+9-LTS on Linux 6.5.0-1022-azure
+OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure
 AMD EPYC 7763 64-Core Processor
 collation unit benchmarks - contains:     Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-UTF8_BINARY                                        6570           6577         
 10          0.0       65696.6       1.0X
-UTF8_LCASE                                       120073         120137         
 91          0.0     1200726.4       0.1X
-UNICODE                                          364027         364291         
374          0.0     3640267.9       0.0X
-UNICODE_CI                                       421444         422138         
981          0.0     4214438.7       0.0X
+UTF8_BINARY                                        8793           8794         
  1          0.0       87929.3       1.0X
+UTF8_LCASE                                        19382          19394         
 16          0.0      193824.8       0.5X

Review Comment:
   `UTF8_LCASE` becomes faster consistently in other test cases too in this 
suite.



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