cloud-fan commented on a change in pull request #31253:
URL: https://github.com/apache/spark/pull/31253#discussion_r561049706



##########
File path: sql/core/benchmarks/CharVarcharBenchmark-results.txt
##########
@@ -6,85 +6,130 @@ Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 
10.16
 Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
 Read with length 20, hasSpaces: false:    Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-read string with length 20                         1504           1508         
  4         66.5          15.0       1.0X
-read char with length 20                           1680           1684         
  3         59.5          16.8       0.9X
-read varchar with length 20                        1659           1682         
 26         60.3          16.6       0.9X
+read string with length 20                         1605           1636         
 39         62.3          16.1       1.0X
+read char with length 20                           1731           1740         
 12         57.8          17.3       0.9X
+read varchar with length 20                        1716           1729         
 15         58.3          17.2       0.9X
 
 Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 10.16
 Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
 Read with length 40, hasSpaces: false:    Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-read string with length 40                         1662           1678         
 15         60.2          16.6       1.0X
-read char with length 40                           1721           1731         
  9         58.1          17.2       1.0X
-read varchar with length 40                        1694           1706         
 12         59.0          16.9       1.0X
+read string with length 40                         1712           1716         
  5         58.4          17.1       1.0X
+read char with length 40                           1660           1686         
 41         60.2          16.6       1.0X
+read varchar with length 40                        1670           1721         
 46         59.9          16.7       1.0X
 
 Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 10.16
 Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
 Read with length 60, hasSpaces: false:    Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-read string with length 60                         1623           1643         
 23         61.6          16.2       1.0X
-read char with length 60                           1644           1685         
 66         60.8          16.4       1.0X
-read varchar with length 60                        1660           1680         
 18         60.2          16.6       1.0X
+read string with length 60                         1708           1720         
 15         58.6          17.1       1.0X
+read char with length 60                           1652           1677         
 29         60.5          16.5       1.0X
+read varchar with length 60                        1649           1675         
 22         60.6          16.5       1.0X
 
 Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 10.16
 Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
 Read with length 80, hasSpaces: true:     Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-read string with length 80                         1629           1678         
 57         61.4          16.3       1.0X
-read char with length 80                           1630           1667         
 65         61.3          16.3       1.0X
-read varchar with length 80                        1664           1684         
 34         60.1          16.6       1.0X
+read string with length 80                         1720           1726         
  6         58.1          17.2       1.0X
+read char with length 80                           1650           1670         
 33         60.6          16.5       1.0X
+read varchar with length 80                        1653           1667         
 21         60.5          16.5       1.0X
 
 Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 10.16
 Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
 Read with length 100, hasSpaces: true:    Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-read string with length 100                        1594           1612         
 17         62.7          15.9       1.0X
-read char with length 100                          1631           1642         
 11         61.3          16.3       1.0X
-read varchar with length 100                       1635           1644         
 13         61.1          16.4       1.0X
+read string with length 100                        1699           1703         
  5         58.8          17.0       1.0X
+read char with length 100                          1660           1677         
 15         60.2          16.6       1.0X
+read varchar with length 100                       1654           1658         
  3         60.4          16.5       1.0X
 
 
 
================================================================================================
-Char Varchar Write Side Perf
+Char Varchar Write Side Perf w/o Tailing Spaces
 
================================================================================================
 
 Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 10.16
 Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
 Write with length 20, hasSpaces: false:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-write string with length 20                        2760           2784         
 21          3.6         276.0       1.0X
-write char with length 20                          2898           2917         
 22          3.5         289.8       1.0X
-write varchar with length 20                       2876           2892         
 14          3.5         287.6       1.0X
+write string with length 20                        2322           2334         
 12          4.3         232.2       1.0X
+write char with length 20                          2490           2498         
  7          4.0         249.0       0.9X
+write varchar with length 20                       2481           2494         
 16          4.0         248.1       0.9X
 
 Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 10.16
 Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
 Write with length 40, hasSpaces: false:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-write string with length 40                        2726           2734         
  9          3.7         272.6       1.0X
-write char with length 40                          2885           2898         
 16          3.5         288.5       0.9X
-write varchar with length 40                       2844           2860         
 15          3.5         284.4       1.0X
+write string with length 40                        2302           2316         
 13          4.3         230.2       1.0X
+write char with length 40                          2464           2488         
 24          4.1         246.4       0.9X
+write varchar with length 40                       2471           2481         
 14          4.0         247.1       0.9X
 
 Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 10.16
 Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
 Write with length 60, hasSpaces: false:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------
-write string with length 60                        2724           2739         
 21          3.7         272.4       1.0X
-write char with length 60                          2868           2912         
 44          3.5         286.8       0.9X
-write varchar with length 60                       2870           2896         
 23          3.5         287.0       0.9X
+write string with length 60                        2329           2341         
 11          4.3         232.9       1.0X
+write char with length 60                          2483           2510         
 26          4.0         248.3       0.9X
+write varchar with length 60                       2449           2470         
 19          4.1         244.9       1.0X
+
+Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 10.16
+Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
+Write with length 80, hasSpaces: false:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
+------------------------------------------------------------------------------------------------------------------------
+write string with length 80                        2293           2310         
 24          4.4         229.3       1.0X
+write char with length 80                          2483           2504         
 37          4.0         248.3       0.9X
+write varchar with length 80                       2469           2480         
 12          4.1         246.9       0.9X
+
+Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 10.16
+Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
+Write with length 100, hasSpaces: false:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
+------------------------------------------------------------------------------------------------------------------------
+write string with length 100                       2310           2327         
 16          4.3         231.0       1.0X
+write char with length 100                         2476           2515         
 35          4.0         247.6       0.9X
+write varchar with length 100                      2466           2486         
 23          4.1         246.6       0.9X
+
+
+================================================================================================
+Char Varchar Write Side Perf w Tailing Spaces
+================================================================================================
+
+Java HotSpot(TM) 64-Bit Server VM 1.8.0_251-b08 on Mac OS X 10.16
+Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
+Write with length 20, hasSpaces: true:    Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative

Review comment:
       I think we don't need to print `hasSpaces: true` now.




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