-
Notifications
You must be signed in to change notification settings - Fork 28k
/
AggregateBenchmark-jdk17-results.txt
148 lines (117 loc) · 11 KB
/
AggregateBenchmark-jdk17-results.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
================================================================================================
aggregate without grouping
================================================================================================
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
agg w/o group: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
agg w/o group wholestage off 46302 48623 NaN 45.3 22.1 1.0X
agg w/o group wholestage on 932 935 3 2250.4 0.4 49.7X
================================================================================================
stat functions
================================================================================================
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
stddev: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
stddev wholestage off 6735 6751 22 15.6 64.2 1.0X
stddev wholestage on 1191 1204 9 88.1 11.4 5.7X
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
kurtosis: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
kurtosis wholestage off 31015 31085 98 3.4 295.8 1.0X
kurtosis wholestage on 1813 1828 10 57.8 17.3 17.1X
================================================================================================
aggregate with linear keys
================================================================================================
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
Aggregate w keys: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
codegen = F 8653 8863 297 9.7 103.2 1.0X
codegen = T, hashmap = F 5270 5313 38 15.9 62.8 1.6X
codegen = T, row-based hashmap = T 1460 1507 76 57.4 17.4 5.9X
codegen = T, vectorized hashmap = T 957 974 16 87.7 11.4 9.0X
================================================================================================
aggregate with randomized keys
================================================================================================
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
Aggregate w keys: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
codegen = F 9917 9953 51 8.5 118.2 1.0X
codegen = T, hashmap = F 5326 5414 78 15.7 63.5 1.9X
codegen = T, row-based hashmap = T 2307 2324 16 36.4 27.5 4.3X
codegen = T, vectorized hashmap = T 1563 1597 24 53.7 18.6 6.3X
================================================================================================
aggregate with string key
================================================================================================
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
Aggregate w string key: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
codegen = F 3397 3560 231 6.2 162.0 1.0X
codegen = T, hashmap = F 1930 1942 11 10.9 92.0 1.8X
codegen = T, row-based hashmap = T 1120 1124 5 18.7 53.4 3.0X
codegen = T, vectorized hashmap = T 1048 1057 12 20.0 50.0 3.2X
================================================================================================
aggregate with decimal key
================================================================================================
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
Aggregate w decimal key: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
codegen = F 2794 2799 8 7.5 133.2 1.0X
codegen = T, hashmap = F 1889 1958 98 11.1 90.1 1.5X
codegen = T, row-based hashmap = T 647 663 11 32.4 30.8 4.3X
codegen = T, vectorized hashmap = T 468 482 9 44.8 22.3 6.0X
================================================================================================
aggregate with multiple key types
================================================================================================
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
Aggregate w multiple keys: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
codegen = F 5635 5675 57 3.7 268.7 1.0X
codegen = T, hashmap = F 3284 3338 76 6.4 156.6 1.7X
codegen = T, row-based hashmap = T 2298 2329 44 9.1 109.6 2.5X
codegen = T, vectorized hashmap = T 1941 1944 5 10.8 92.5 2.9X
================================================================================================
max function bytecode size of wholestagecodegen
================================================================================================
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
max function bytecode size: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
codegen = F 455 476 19 1.4 693.6 1.0X
codegen = T, hugeMethodLimit = 10000 187 217 20 3.5 285.3 2.4X
codegen = T, hugeMethodLimit = 1500 175 218 29 3.8 266.3 2.6X
================================================================================================
cube
================================================================================================
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
cube: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
cube wholestage off 2570 2602 45 2.0 490.2 1.0X
cube wholestage on 1400 1406 9 3.7 267.1 1.8X
================================================================================================
hash and BytesToBytesMap
================================================================================================
OpenJDK 64-Bit Server VM 17.0.6+10 on Linux 5.15.0-1031-azure
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
BytesToBytesMap: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
UnsafeRowhash 253 253 0 82.9 12.1 1.0X
murmur3 hash 94 94 0 224.2 4.5 2.7X
fast hash 55 56 0 379.2 2.6 4.6X
arrayEqual 187 187 0 112.4 8.9 1.4X
Java HashMap (Long) 89 96 6 236.0 4.2 2.8X
Java HashMap (two ints) 110 115 9 191.2 5.2 2.3X
Java HashMap (UnsafeRow) 678 679 1 31.0 32.3 0.4X
LongToUnsafeRowMap (opt=false) 448 450 2 46.8 21.4 0.6X
LongToUnsafeRowMap (opt=true) 96 97 1 218.8 4.6 2.6X
BytesToBytesMap (off Heap) 680 681 1 30.8 32.4 0.4X
BytesToBytesMap (on Heap) 701 703 3 29.9 33.4 0.4X
Aggregate HashMap 43 43 2 489.7 2.0 5.9X