ODIn/spark-instrumented-optimizer
1
0
Fork 0
Code Issues Pull requests Projects Releases Wiki Activity
spark-instrumented-optimizer/sql/core/benchmarks/DateTimeBenchmark-jdk11-results.txt
Kent Yao 54996be4d2 [SPARK-31527][SQL][TESTS][FOLLOWUP] Add a benchmark test for datetime add/subtract interval operations 
### What changes were proposed in this pull request?
With https://github.com/apache/spark/pull/28310, the operation of date +/- interval(m, d, 0) has been improved a lot.

According to the benchmark results, about 75% time cost is reduced because of no casting date to timestamp back and forth.

In this PR, we add a benchmark for these operations, and timestamp +/- interval operations as accessories.

### Why are the changes needed?

Performance test coverage, since these operations are missing in the DateTimeBenchmark.

### Does this PR introduce any user-facing change?

No, just test

### How was this patch tested?

regenerated benchmark results

Closes #28369 from yaooqinn/SPARK-31527-F.

Authored-by: Kent Yao <yaooqinn@hotmail.com>
Signed-off-by: Wenchen Fan <wenchen@databricks.com>
2020-04-28 15:39:28 +00:00

458 lines
36 KiB
Plaintext
Raw Blame History

================================================================================================
datetime +/- interval
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
datetime +/- interval: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date + interval(m) 919 933 22 0.0 306237514.3 1.0X
date + interval(m, d) 910 916 9 0.0 303338619.0 1.0X
date + interval(m, d, ms) 3912 3923 16 0.0 1303942791.7 0.2X
date - interval(m) 883 887 6 0.0 294268789.3 1.0X
date - interval(m, d) 898 911 18 0.0 299453403.0 1.0X
date - interval(m, d, ms) 3937 3944 11 0.0 1312269472.0 0.2X
timestamp + interval(m) 2226 2236 14 0.0 741972014.3 0.4X
timestamp + interval(m, d) 2264 2274 13 0.0 754709121.0 0.4X
timestamp + interval(m, d, ms) 2202 2223 30 0.0 734001075.0 0.4X
timestamp - interval(m) 1992 2005 17 0.0 664152744.7 0.5X
timestamp - interval(m, d) 2069 2075 9 0.0 689631159.0 0.4X
timestamp - interval(m, d, ms) 2240 2244 6 0.0 746538728.0 0.4X
================================================================================================
Extract components
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
cast to timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
cast to timestamp wholestage off 178 180 3 56.1 17.8 1.0X
cast to timestamp wholestage on 189 192 4 53.0 18.9 0.9X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
year of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
year of timestamp wholestage off 760 761 1 13.2 76.0 1.0X
year of timestamp wholestage on 731 741 10 13.7 73.1 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
quarter of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
quarter of timestamp wholestage off 1005 1013 10 9.9 100.5 1.0X
quarter of timestamp wholestage on 981 986 3 10.2 98.1 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
month of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
month of timestamp wholestage off 754 758 6 13.3 75.4 1.0X
month of timestamp wholestage on 719 729 11 13.9 71.9 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
weekofyear of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
weekofyear of timestamp wholestage off 1085 1088 4 9.2 108.5 1.0X
weekofyear of timestamp wholestage on 1075 1091 13 9.3 107.5 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
day of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
day of timestamp wholestage off 751 770 27 13.3 75.1 1.0X
day of timestamp wholestage on 735 741 7 13.6 73.5 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
dayofyear of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
dayofyear of timestamp wholestage off 765 769 5 13.1 76.5 1.0X
dayofyear of timestamp wholestage on 762 770 7 13.1 76.2 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
dayofmonth of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
dayofmonth of timestamp wholestage off 780 782 2 12.8 78.0 1.0X
dayofmonth of timestamp wholestage on 720 736 12 13.9 72.0 1.1X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
dayofweek of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
dayofweek of timestamp wholestage off 887 899 17 11.3 88.7 1.0X
dayofweek of timestamp wholestage on 820 847 20 12.2 82.0 1.1X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
weekday of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
weekday of timestamp wholestage off 821 825 5 12.2 82.1 1.0X
weekday of timestamp wholestage on 802 814 9 12.5 80.2 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
hour of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
hour of timestamp wholestage off 611 622 14 16.4 61.1 1.0X
hour of timestamp wholestage on 571 577 8 17.5 57.1 1.1X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
minute of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
minute of timestamp wholestage off 607 615 12 16.5 60.7 1.0X
minute of timestamp wholestage on 573 580 6 17.5 57.3 1.1X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
second of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
second of timestamp wholestage off 615 616 2 16.3 61.5 1.0X
second of timestamp wholestage on 564 575 8 17.7 56.4 1.1X
================================================================================================
Current date and time
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
current_date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
current_date wholestage off 166 169 4 60.4 16.6 1.0X
current_date wholestage on 150 153 3 66.7 15.0 1.1X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
current_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
current_timestamp wholestage off 179 181 2 55.8 17.9 1.0X
current_timestamp wholestage on 162 324 138 61.9 16.2 1.1X
================================================================================================
Date arithmetic
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
cast to date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
cast to date wholestage off 658 661 5 15.2 65.8 1.0X
cast to date wholestage on 644 654 10 15.5 64.4 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
last_day: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
last_day wholestage off 768 772 5 13.0 76.8 1.0X
last_day wholestage on 737 750 12 13.6 73.7 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
next_day: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
next_day wholestage off 691 704 17 14.5 69.1 1.0X
next_day wholestage on 664 676 10 15.1 66.4 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_add: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_add wholestage off 646 646 0 15.5 64.6 1.0X
date_add wholestage on 623 640 13 16.1 62.3 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_sub: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_sub wholestage off 638 645 9 15.7 63.8 1.0X
date_sub wholestage on 618 629 8 16.2 61.8 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
add_months: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
add_months wholestage off 892 896 5 11.2 89.2 1.0X
add_months wholestage on 926 938 7 10.8 92.6 1.0X
================================================================================================
Formatting dates
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
format date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
format date wholestage off 3395 3439 62 2.9 339.5 1.0X
format date wholestage on 3418 3438 14 2.9 341.8 1.0X
================================================================================================
Formatting timestamps
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
from_unixtime: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
from_unixtime wholestage off 4565 4592 38 2.2 456.5 1.0X
from_unixtime wholestage on 4608 4635 32 2.2 460.8 1.0X
================================================================================================
Convert timestamps
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
from_utc_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
from_utc_timestamp wholestage off 801 807 9 12.5 80.1 1.0X
from_utc_timestamp wholestage on 819 830 7 12.2 81.9 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
to_utc_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
to_utc_timestamp wholestage off 1108 1114 8 9.0 110.8 1.0X
to_utc_timestamp wholestage on 1067 1078 13 9.4 106.7 1.0X
================================================================================================
Intervals
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
cast interval: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
cast interval wholestage off 211 213 2 47.4 21.1 1.0X
cast interval wholestage on 185 188 3 54.1 18.5 1.1X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
datediff: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
datediff wholestage off 1120 1120 1 8.9 112.0 1.0X
datediff wholestage on 1174 1205 19 8.5 117.4 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
months_between: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
months_between wholestage off 3669 3688 26 2.7 366.9 1.0X
months_between wholestage on 3687 3819 181 2.7 368.7 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
window: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
window wholestage off 1147 1148 1 0.9 1146.6 1.0X
window wholestage on 16997 17207 226 0.1 16996.7 0.1X
================================================================================================
Truncation
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc YEAR: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc YEAR wholestage off 1824 1859 50 5.5 182.4 1.0X
date_trunc YEAR wholestage on 1844 1942 71 5.4 184.4 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc YYYY: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc YYYY wholestage off 1808 1815 11 5.5 180.8 1.0X
date_trunc YYYY wholestage on 1833 1864 49 5.5 183.3 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc YY: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc YY wholestage off 1867 1883 23 5.4 186.7 1.0X
date_trunc YY wholestage on 1843 1861 15 5.4 184.3 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc MON: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc MON wholestage off 1845 1858 18 5.4 184.5 1.0X
date_trunc MON wholestage on 1830 1893 42 5.5 183.0 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc MONTH: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc MONTH wholestage off 1822 1855 47 5.5 182.2 1.0X
date_trunc MONTH wholestage on 1832 1863 20 5.5 183.2 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc MM: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc MM wholestage off 1843 1848 7 5.4 184.3 1.0X
date_trunc MM wholestage on 1886 1905 14 5.3 188.6 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc DAY: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc DAY wholestage off 1542 1545 4 6.5 154.2 1.0X
date_trunc DAY wholestage on 1610 1616 5 6.2 161.0 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc DD: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc DD wholestage off 1521 1529 11 6.6 152.1 1.0X
date_trunc DD wholestage on 1595 1611 21 6.3 159.5 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc HOUR: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc HOUR wholestage off 1496 1543 67 6.7 149.6 1.0X
date_trunc HOUR wholestage on 1567 1594 18 6.4 156.7 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc MINUTE: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc MINUTE wholestage off 230 230 1 43.5 23.0 1.0X
date_trunc MINUTE wholestage on 288 295 7 34.7 28.8 0.8X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc SECOND: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc SECOND wholestage off 247 249 4 40.5 24.7 1.0X
date_trunc SECOND wholestage on 297 314 12 33.6 29.7 0.8X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc WEEK: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc WEEK wholestage off 1786 1788 3 5.6 178.6 1.0X
date_trunc WEEK wholestage on 1786 1832 46 5.6 178.6 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
date_trunc QUARTER: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
date_trunc QUARTER wholestage off 2319 2365 66 4.3 231.9 1.0X
date_trunc QUARTER wholestage on 2424 2551 182 4.1 242.4 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
trunc year: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
trunc year wholestage off 180 189 12 55.5 18.0 1.0X
trunc year wholestage on 271 277 5 36.9 27.1 0.7X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
trunc yyyy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
trunc yyyy wholestage off 189 191 4 52.9 18.9 1.0X
trunc yyyy wholestage on 276 284 6 36.2 27.6 0.7X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
trunc yy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
trunc yy wholestage off 189 190 1 52.9 18.9 1.0X
trunc yy wholestage on 279 294 11 35.9 27.9 0.7X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
trunc mon: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
trunc mon wholestage off 185 186 1 54.1 18.5 1.0X
trunc mon wholestage on 272 285 13 36.8 27.2 0.7X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
trunc month: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
trunc month wholestage off 190 190 1 52.6 19.0 1.0X
trunc month wholestage on 293 300 4 34.1 29.3 0.6X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
trunc mm: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
trunc mm wholestage off 178 182 6 56.3 17.8 1.0X
trunc mm wholestage on 306 312 5 32.7 30.6 0.6X
================================================================================================
Parsing
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
to timestamp str: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
to timestamp str wholestage off 111 117 8 9.0 110.9 1.0X
to timestamp str wholestage on 101 109 6 9.9 100.6 1.1X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
to_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
to_timestamp wholestage off 735 746 15 1.4 734.9 1.0X
to_timestamp wholestage on 708 725 11 1.4 708.2 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
to_unix_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
to_unix_timestamp wholestage off 718 727 12 1.4 717.9 1.0X
to_unix_timestamp wholestage on 739 755 12 1.4 739.1 1.0X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
to date str: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
to date str wholestage off 124 125 1 8.0 124.4 1.0X
to date str wholestage on 134 138 3 7.5 133.9 0.9X
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
to_date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
to_date wholestage off 1510 1544 48 0.7 1510.4 1.0X
to_date wholestage on 1544 1557 15 0.6 1544.2 1.0X
================================================================================================
Conversion from/to external types
================================================================================================
Java HotSpot(TM) 64-Bit Server VM 11.0.5+10-LTS on Mac OS X 10.15.4
Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz
To/from Java's date-time: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
From java.sql.Date 269 278 9 18.6 53.7 1.0X
From java.time.LocalDate 227 234 7 22.0 45.4 1.2X
Collect java.sql.Date 1164 1272 141 4.3 232.8 0.2X
Collect java.time.LocalDate 1070 1130 59 4.7 214.1 0.3X
From java.sql.Timestamp 246 248 2 20.3 49.2 1.1X
From java.time.Instant 214 216 2 23.4 42.8 1.3X
Collect longs 814 831 15 6.1 162.7 0.3X
Collect java.sql.Timestamp 1016 1096 78 4.9 203.2 0.3X
Collect java.time.Instant 1012 1093 86 4.9 202.4 0.3X
Reference in a new issue View git blame Copy permalink