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Posted to commits@spark.apache.org by we...@apache.org on 2020/05/05 14:12:43 UTC
[spark] branch master updated: [SPARK-31630][SQL] Fix perf
regression by skipping timestamps rebasing after some threshold
This is an automated email from the ASF dual-hosted git repository.
wenchen pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/spark.git
The following commit(s) were added to refs/heads/master by this push:
new bef5828 [SPARK-31630][SQL] Fix perf regression by skipping timestamps rebasing after some threshold
bef5828 is described below
commit bef5828e12500630d7efc8e0c005182b25ef2b7f
Author: Max Gekk <ma...@gmail.com>
AuthorDate: Tue May 5 14:11:53 2020 +0000
[SPARK-31630][SQL] Fix perf regression by skipping timestamps rebasing after some threshold
### What changes were proposed in this pull request?
Skip timestamps rebasing after a global threshold when there is no difference between Julian and Gregorian calendars. This allows to avoid checking hash maps of switch points, and fixes perf regressions in `toJavaTimestamp()` and `fromJavaTimestamp()`.
### Why are the changes needed?
The changes fix perf regressions of conversions to/from external type `java.sql.Timestamp`.
Before (see the PR's results https://github.com/apache/spark/pull/28440):
```
================================================================================================
Conversion from/to external types
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 2.50GHz
To/from Java's date-time: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
From java.sql.Timestamp 376 388 10 13.3 75.2 1.1X
Collect java.sql.Timestamp 1878 1937 64 2.7 375.6 0.2X
```
After:
```
================================================================================================
Conversion from/to external types
================================================================================================
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 2.50GHz
To/from Java's date-time: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
From java.sql.Timestamp 249 264 24 20.1 49.8 1.7X
Collect java.sql.Timestamp 1503 1523 24 3.3 300.5 0.3X
```
Perf improvements in average of:
1. From java.sql.Timestamp is ~ 34%
2. To java.sql.Timestamps is ~16%
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
By existing test suites `DateTimeUtilsSuite` and `RebaseDateTimeSuite`.
Closes #28441 from MaxGekk/opt-rebase-common-threshold.
Authored-by: Max Gekk <ma...@gmail.com>
Signed-off-by: Wenchen Fan <we...@databricks.com>
---
.../spark/sql/catalyst/util/RebaseDateTime.scala | 47 ++--
.../benchmarks/DateTimeBenchmark-jdk11-results.txt | 254 ++++++++++-----------
sql/core/benchmarks/DateTimeBenchmark-results.txt | 254 ++++++++++-----------
.../DateTimeRebaseBenchmark-jdk11-results.txt | 142 ++++++------
.../benchmarks/DateTimeRebaseBenchmark-results.txt | 144 ++++++------
5 files changed, 431 insertions(+), 410 deletions(-)
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/RebaseDateTime.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/RebaseDateTime.scala
index 040a97a..a1b87e8 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/RebaseDateTime.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/RebaseDateTime.scala
@@ -286,6 +286,17 @@ object RebaseDateTime {
*/
private val gregJulianRebaseMap = loadRebaseRecords("gregorian-julian-rebase-micros.json")
+ private def getLastSwitchTs(rebaseMap: AnyRefMap[String, RebaseInfo]): Long = {
+ val latestTs = rebaseMap.values.map(_.switches.last).max
+ require(rebaseMap.values.forall(_.diffs.last == 0),
+ s"Differences between Julian and Gregorian calendar after ${microsToInstant(latestTs)} " +
+ "are expected to be zero for all available time zones.")
+ latestTs
+ }
+ // The switch time point after which all diffs between Gregorian and Julian calendars
+ // across all time zones are zero
+ private final val lastSwitchGregorianTs: Long = getLastSwitchTs(gregJulianRebaseMap)
+
private final val gregorianStartTs = LocalDateTime.of(gregorianStartDate, LocalTime.MIDNIGHT)
private final val julianEndTs = LocalDateTime.of(
julianEndDate,
@@ -344,13 +355,17 @@ object RebaseDateTime {
* @return The rebased microseconds since the epoch in Julian calendar.
*/
def rebaseGregorianToJulianMicros(micros: Long): Long = {
- val timeZone = TimeZone.getDefault
- val tzId = timeZone.getID
- val rebaseRecord = gregJulianRebaseMap.getOrNull(tzId)
- if (rebaseRecord == null || micros < rebaseRecord.switches(0)) {
- rebaseGregorianToJulianMicros(timeZone.toZoneId, micros)
+ if (micros >= lastSwitchGregorianTs) {
+ micros
} else {
- rebaseMicros(rebaseRecord, micros)
+ val timeZone = TimeZone.getDefault
+ val tzId = timeZone.getID
+ val rebaseRecord = gregJulianRebaseMap.getOrNull(tzId)
+ if (rebaseRecord == null || micros < rebaseRecord.switches(0)) {
+ rebaseGregorianToJulianMicros(timeZone.toZoneId, micros)
+ } else {
+ rebaseMicros(rebaseRecord, micros)
+ }
}
}
@@ -418,7 +433,9 @@ object RebaseDateTime {
// in the interval: [julianGregDiffSwitchMicros(i), julianGregDiffSwitchMicros(i+1))
private val julianGregRebaseMap = loadRebaseRecords("julian-gregorian-rebase-micros.json")
- final val lastSwitchJulianTs: Long = julianGregRebaseMap.values.map(_.switches.last).max
+ // The switch time point after which all diffs between Julian and Gregorian calendars
+ // across all time zones are zero
+ final val lastSwitchJulianTs: Long = getLastSwitchTs(julianGregRebaseMap)
/**
* An optimized version of [[rebaseJulianToGregorianMicros(ZoneId, Long)]]. This method leverages
@@ -434,13 +451,17 @@ object RebaseDateTime {
* @return The rebased microseconds since the epoch in Proleptic Gregorian calendar.
*/
def rebaseJulianToGregorianMicros(micros: Long): Long = {
- val timeZone = TimeZone.getDefault
- val tzId = timeZone.getID
- val rebaseRecord = julianGregRebaseMap.getOrNull(tzId)
- if (rebaseRecord == null || micros < rebaseRecord.switches(0)) {
- rebaseJulianToGregorianMicros(timeZone.toZoneId, micros)
+ if (micros >= lastSwitchJulianTs) {
+ micros
} else {
- rebaseMicros(rebaseRecord, micros)
+ val timeZone = TimeZone.getDefault
+ val tzId = timeZone.getID
+ val rebaseRecord = julianGregRebaseMap.getOrNull(tzId)
+ if (rebaseRecord == null || micros < rebaseRecord.switches(0)) {
+ rebaseJulianToGregorianMicros(timeZone.toZoneId, micros)
+ } else {
+ rebaseMicros(rebaseRecord, micros)
+ }
}
}
}
diff --git a/sql/core/benchmarks/DateTimeBenchmark-jdk11-results.txt b/sql/core/benchmarks/DateTimeBenchmark-jdk11-results.txt
index 61b4c76..61ca342 100644
--- a/sql/core/benchmarks/DateTimeBenchmark-jdk11-results.txt
+++ b/sql/core/benchmarks/DateTimeBenchmark-jdk11-results.txt
@@ -6,18 +6,18 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
datetime +/- interval: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date + interval(m) 1485 1567 116 6.7 148.5 1.0X
-date + interval(m, d) 1504 1510 9 6.6 150.4 1.0X
-date + interval(m, d, ms) 7000 7013 18 1.4 700.0 0.2X
-date - interval(m) 1466 1478 17 6.8 146.6 1.0X
-date - interval(m, d) 1533 1534 1 6.5 153.3 1.0X
-date - interval(m, d, ms) 7014 7019 7 1.4 701.4 0.2X
-timestamp + interval(m) 3062 3064 3 3.3 306.2 0.5X
-timestamp + interval(m, d) 3133 3136 5 3.2 313.3 0.5X
-timestamp + interval(m, d, ms) 3401 3402 3 2.9 340.1 0.4X
-timestamp - interval(m) 3025 3037 17 3.3 302.5 0.5X
-timestamp - interval(m, d) 3083 3120 51 3.2 308.3 0.5X
-timestamp - interval(m, d, ms) 3371 3379 11 3.0 337.1 0.4X
+date + interval(m) 1496 1569 104 6.7 149.6 1.0X
+date + interval(m, d) 1514 1526 17 6.6 151.4 1.0X
+date + interval(m, d, ms) 6231 6253 30 1.6 623.1 0.2X
+date - interval(m) 1481 1487 9 6.8 148.1 1.0X
+date - interval(m, d) 1550 1552 2 6.5 155.0 1.0X
+date - interval(m, d, ms) 6269 6272 4 1.6 626.9 0.2X
+timestamp + interval(m) 3017 3056 54 3.3 301.7 0.5X
+timestamp + interval(m, d) 3146 3148 3 3.2 314.6 0.5X
+timestamp + interval(m, d, ms) 3446 3460 20 2.9 344.6 0.4X
+timestamp - interval(m) 3045 3059 19 3.3 304.5 0.5X
+timestamp - interval(m, d) 3147 3164 25 3.2 314.7 0.5X
+timestamp - interval(m, d, ms) 3425 3442 25 2.9 342.5 0.4X
================================================================================================
@@ -28,92 +28,92 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
cast to timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-cast to timestamp wholestage off 339 339 1 29.5 33.9 1.0X
-cast to timestamp wholestage on 330 337 9 30.3 33.0 1.0X
+cast to timestamp wholestage off 332 336 5 30.1 33.2 1.0X
+cast to timestamp wholestage on 333 344 10 30.0 33.3 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
year of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-year of timestamp wholestage off 1226 1237 15 8.2 122.6 1.0X
-year of timestamp wholestage on 1230 1242 9 8.1 123.0 1.0X
+year of timestamp wholestage off 1246 1257 16 8.0 124.6 1.0X
+year of timestamp wholestage on 1209 1218 12 8.3 120.9 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
quarter of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-quarter of timestamp wholestage off 1602 1606 7 6.2 160.2 1.0X
-quarter of timestamp wholestage on 1511 1514 3 6.6 151.1 1.1X
+quarter of timestamp wholestage off 1608 1616 11 6.2 160.8 1.0X
+quarter of timestamp wholestage on 1540 1552 10 6.5 154.0 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
month of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-month of timestamp wholestage off 1227 1233 8 8.1 122.7 1.0X
-month of timestamp wholestage on 1226 1242 28 8.2 122.6 1.0X
+month of timestamp wholestage off 1242 1246 6 8.1 124.2 1.0X
+month of timestamp wholestage on 1202 1212 11 8.3 120.2 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
weekofyear of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-weekofyear of timestamp wholestage off 1965 1980 20 5.1 196.5 1.0X
-weekofyear of timestamp wholestage on 1816 1833 17 5.5 181.6 1.1X
+weekofyear of timestamp wholestage off 1879 1885 8 5.3 187.9 1.0X
+weekofyear of timestamp wholestage on 1832 1845 10 5.5 183.2 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
day of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-day of timestamp wholestage off 1229 1231 3 8.1 122.9 1.0X
-day of timestamp wholestage on 1222 1230 10 8.2 122.2 1.0X
+day of timestamp wholestage off 1236 1239 4 8.1 123.6 1.0X
+day of timestamp wholestage on 1206 1219 17 8.3 120.6 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
dayofyear of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-dayofyear of timestamp wholestage off 1294 1297 4 7.7 129.4 1.0X
-dayofyear of timestamp wholestage on 1257 1264 6 8.0 125.7 1.0X
+dayofyear of timestamp wholestage off 1308 1309 1 7.6 130.8 1.0X
+dayofyear of timestamp wholestage on 1239 1255 15 8.1 123.9 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
dayofmonth of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-dayofmonth of timestamp wholestage off 1247 1253 8 8.0 124.7 1.0X
-dayofmonth of timestamp wholestage on 1225 1229 4 8.2 122.5 1.0X
+dayofmonth of timestamp wholestage off 1259 1263 5 7.9 125.9 1.0X
+dayofmonth of timestamp wholestage on 1201 1205 5 8.3 120.1 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
dayofweek of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-dayofweek of timestamp wholestage off 1416 1416 0 7.1 141.6 1.0X
-dayofweek of timestamp wholestage on 1376 1382 8 7.3 137.6 1.0X
+dayofweek of timestamp wholestage off 1406 1410 6 7.1 140.6 1.0X
+dayofweek of timestamp wholestage on 1387 1402 15 7.2 138.7 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
weekday of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-weekday of timestamp wholestage off 1350 1351 1 7.4 135.0 1.0X
-weekday of timestamp wholestage on 1308 1318 13 7.6 130.8 1.0X
+weekday of timestamp wholestage off 1355 1367 18 7.4 135.5 1.0X
+weekday of timestamp wholestage on 1311 1321 10 7.6 131.1 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
hour of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-hour of timestamp wholestage off 1004 1007 3 10.0 100.4 1.0X
-hour of timestamp wholestage on 928 938 7 10.8 92.8 1.1X
+hour of timestamp wholestage off 996 997 2 10.0 99.6 1.0X
+hour of timestamp wholestage on 930 936 6 10.7 93.0 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
minute of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-minute of timestamp wholestage off 1009 1020 15 9.9 100.9 1.0X
-minute of timestamp wholestage on 933 935 2 10.7 93.3 1.1X
+minute of timestamp wholestage off 1005 1012 10 9.9 100.5 1.0X
+minute of timestamp wholestage on 949 952 3 10.5 94.9 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
second of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-second of timestamp wholestage off 995 995 0 10.0 99.5 1.0X
-second of timestamp wholestage on 932 937 8 10.7 93.2 1.1X
+second of timestamp wholestage off 1013 1014 1 9.9 101.3 1.0X
+second of timestamp wholestage on 933 934 2 10.7 93.3 1.1X
================================================================================================
@@ -124,15 +124,15 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
current_date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-current_date wholestage off 292 316 34 34.2 29.2 1.0X
-current_date wholestage on 270 276 6 37.0 27.0 1.1X
+current_date wholestage off 291 293 2 34.3 29.1 1.0X
+current_date wholestage on 280 284 3 35.7 28.0 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
current_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-current_timestamp wholestage off 313 328 20 31.9 31.3 1.0X
-current_timestamp wholestage on 270 331 95 37.0 27.0 1.2X
+current_timestamp wholestage off 311 324 18 32.1 31.1 1.0X
+current_timestamp wholestage on 275 364 85 36.3 27.5 1.1X
================================================================================================
@@ -143,43 +143,43 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
cast to date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-cast to date wholestage off 1078 1081 3 9.3 107.8 1.0X
-cast to date wholestage on 1035 1040 7 9.7 103.5 1.0X
+cast to date wholestage off 1077 1079 3 9.3 107.7 1.0X
+cast to date wholestage on 1018 1030 14 9.8 101.8 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
last_day: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-last_day wholestage off 1265 1266 3 7.9 126.5 1.0X
-last_day wholestage on 1236 1246 10 8.1 123.6 1.0X
+last_day wholestage off 1257 1260 4 8.0 125.7 1.0X
+last_day wholestage on 1218 1227 14 8.2 121.8 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
next_day: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-next_day wholestage off 1118 1118 1 8.9 111.8 1.0X
-next_day wholestage on 1085 1090 8 9.2 108.5 1.0X
+next_day wholestage off 1140 1141 1 8.8 114.0 1.0X
+next_day wholestage on 1067 1076 11 9.4 106.7 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_add: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_add wholestage off 1052 1054 4 9.5 105.2 1.0X
-date_add wholestage on 1046 1051 6 9.6 104.6 1.0X
+date_add wholestage off 1062 1064 3 9.4 106.2 1.0X
+date_add wholestage on 1046 1055 11 9.6 104.6 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_sub: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_sub wholestage off 1075 1075 0 9.3 107.5 1.0X
-date_sub wholestage on 1043 1046 3 9.6 104.3 1.0X
+date_sub wholestage off 1082 1083 1 9.2 108.2 1.0X
+date_sub wholestage on 1047 1056 12 9.6 104.7 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
add_months: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-add_months wholestage off 1409 1409 0 7.1 140.9 1.0X
-add_months wholestage on 1448 1453 4 6.9 144.8 1.0X
+add_months wholestage off 1430 1431 1 7.0 143.0 1.0X
+add_months wholestage on 1441 1446 8 6.9 144.1 1.0X
================================================================================================
@@ -190,8 +190,8 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
format date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-format date wholestage off 5373 5390 24 1.9 537.3 1.0X
-format date wholestage on 5337 5346 12 1.9 533.7 1.0X
+format date wholestage off 5442 5549 150 1.8 544.2 1.0X
+format date wholestage on 5529 5655 236 1.8 552.9 1.0X
================================================================================================
@@ -202,8 +202,8 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
from_unixtime: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-from_unixtime wholestage off 7302 7308 9 1.4 730.2 1.0X
-from_unixtime wholestage on 7298 7319 16 1.4 729.8 1.0X
+from_unixtime wholestage off 7416 7440 34 1.3 741.6 1.0X
+from_unixtime wholestage on 7372 7391 17 1.4 737.2 1.0X
================================================================================================
@@ -214,15 +214,15 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
from_utc_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-from_utc_timestamp wholestage off 1322 1355 48 7.6 132.2 1.0X
-from_utc_timestamp wholestage on 1290 1294 5 7.8 129.0 1.0X
+from_utc_timestamp wholestage off 1316 1320 6 7.6 131.6 1.0X
+from_utc_timestamp wholestage on 1268 1272 4 7.9 126.8 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to_utc_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to_utc_timestamp wholestage off 1692 1705 18 5.9 169.2 1.0X
-to_utc_timestamp wholestage on 1653 1657 4 6.1 165.3 1.0X
+to_utc_timestamp wholestage off 1653 1657 6 6.0 165.3 1.0X
+to_utc_timestamp wholestage on 1594 1599 4 6.3 159.4 1.0X
================================================================================================
@@ -233,29 +233,29 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
cast interval: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-cast interval wholestage off 340 356 22 29.4 34.0 1.0X
-cast interval wholestage on 293 296 2 34.1 29.3 1.2X
+cast interval wholestage off 341 343 3 29.4 34.1 1.0X
+cast interval wholestage on 279 282 1 35.8 27.9 1.2X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
datediff: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-datediff wholestage off 1843 1862 28 5.4 184.3 1.0X
-datediff wholestage on 1766 1780 16 5.7 176.6 1.0X
+datediff wholestage off 1862 1865 4 5.4 186.2 1.0X
+datediff wholestage on 1769 1783 15 5.7 176.9 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
months_between: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-months_between wholestage off 5856 5858 2 1.7 585.6 1.0X
-months_between wholestage on 5799 5815 14 1.7 579.9 1.0X
+months_between wholestage off 5594 5599 7 1.8 559.4 1.0X
+months_between wholestage on 5498 5508 11 1.8 549.8 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
window: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-window wholestage off 2017 2147 183 0.5 2017.4 1.0X
-window wholestage on 47789 47910 91 0.0 47788.6 0.0X
+window wholestage off 2044 2127 117 0.5 2044.3 1.0X
+window wholestage on 48057 48109 54 0.0 48056.9 0.0X
================================================================================================
@@ -266,134 +266,134 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc YEAR: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc YEAR wholestage off 2689 2689 1 3.7 268.9 1.0X
-date_trunc YEAR wholestage on 2655 2670 17 3.8 265.5 1.0X
+date_trunc YEAR wholestage off 2540 2542 3 3.9 254.0 1.0X
+date_trunc YEAR wholestage on 2486 2507 29 4.0 248.6 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc YYYY: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc YYYY wholestage off 2698 2700 3 3.7 269.8 1.0X
-date_trunc YYYY wholestage on 2654 2660 6 3.8 265.4 1.0X
+date_trunc YYYY wholestage off 2542 2543 3 3.9 254.2 1.0X
+date_trunc YYYY wholestage on 2491 2498 9 4.0 249.1 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc YY: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc YY wholestage off 2692 2697 7 3.7 269.2 1.0X
-date_trunc YY wholestage on 2653 2662 7 3.8 265.3 1.0X
+date_trunc YY wholestage off 2545 2569 35 3.9 254.5 1.0X
+date_trunc YY wholestage on 2487 2493 4 4.0 248.7 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc MON: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc MON wholestage off 2752 2756 6 3.6 275.2 1.0X
-date_trunc MON wholestage on 2666 2675 15 3.8 266.6 1.0X
+date_trunc MON wholestage off 2590 2590 1 3.9 259.0 1.0X
+date_trunc MON wholestage on 2506 2520 12 4.0 250.6 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc MONTH: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc MONTH wholestage off 2743 2746 4 3.6 274.3 1.0X
-date_trunc MONTH wholestage on 2667 2673 8 3.7 266.7 1.0X
+date_trunc MONTH wholestage off 2595 2603 11 3.9 259.5 1.0X
+date_trunc MONTH wholestage on 2505 2516 12 4.0 250.5 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc MM: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc MM wholestage off 2741 2741 1 3.6 274.1 1.0X
-date_trunc MM wholestage on 2670 2678 7 3.7 267.0 1.0X
+date_trunc MM wholestage off 2605 2612 10 3.8 260.5 1.0X
+date_trunc MM wholestage on 2501 2515 11 4.0 250.1 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc DAY: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc DAY wholestage off 2338 2342 6 4.3 233.8 1.0X
-date_trunc DAY wholestage on 2269 2277 7 4.4 226.9 1.0X
+date_trunc DAY wholestage off 2225 2229 5 4.5 222.5 1.0X
+date_trunc DAY wholestage on 2184 2196 9 4.6 218.4 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc DD: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc DD wholestage off 2324 2325 1 4.3 232.4 1.0X
-date_trunc DD wholestage on 2270 2273 2 4.4 227.0 1.0X
+date_trunc DD wholestage off 2232 2236 6 4.5 223.2 1.0X
+date_trunc DD wholestage on 2183 2190 6 4.6 218.3 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc HOUR: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc HOUR wholestage off 2325 2326 1 4.3 232.5 1.0X
-date_trunc HOUR wholestage on 2284 2295 8 4.4 228.4 1.0X
+date_trunc HOUR wholestage off 2194 2199 7 4.6 219.4 1.0X
+date_trunc HOUR wholestage on 2160 2166 5 4.6 216.0 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc MINUTE: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc MINUTE wholestage off 407 408 0 24.5 40.7 1.0X
-date_trunc MINUTE wholestage on 382 386 3 26.1 38.2 1.1X
+date_trunc MINUTE wholestage off 390 396 9 25.7 39.0 1.0X
+date_trunc MINUTE wholestage on 331 337 7 30.2 33.1 1.2X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc SECOND: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc SECOND wholestage off 404 404 1 24.8 40.4 1.0X
-date_trunc SECOND wholestage on 386 390 4 25.9 38.6 1.0X
+date_trunc SECOND wholestage off 375 381 8 26.7 37.5 1.0X
+date_trunc SECOND wholestage on 332 346 14 30.1 33.2 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc WEEK: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc WEEK wholestage off 2693 2694 2 3.7 269.3 1.0X
-date_trunc WEEK wholestage on 2619 2629 10 3.8 261.9 1.0X
+date_trunc WEEK wholestage off 2439 2443 6 4.1 243.9 1.0X
+date_trunc WEEK wholestage on 2390 2409 32 4.2 239.0 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc QUARTER: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc QUARTER wholestage off 3454 3466 17 2.9 345.4 1.0X
-date_trunc QUARTER wholestage on 3384 3404 24 3.0 338.4 1.0X
+date_trunc QUARTER wholestage off 3290 3292 4 3.0 329.0 1.0X
+date_trunc QUARTER wholestage on 3214 3218 3 3.1 321.4 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc year: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc year wholestage off 339 340 1 29.5 33.9 1.0X
-trunc year wholestage on 337 347 9 29.7 33.7 1.0X
+trunc year wholestage off 308 310 3 32.5 30.8 1.0X
+trunc year wholestage on 289 293 6 34.7 28.9 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc yyyy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc yyyy wholestage off 347 348 2 28.8 34.7 1.0X
-trunc yyyy wholestage on 334 335 2 29.9 33.4 1.0X
+trunc yyyy wholestage off 309 311 3 32.4 30.9 1.0X
+trunc yyyy wholestage on 289 294 7 34.6 28.9 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc yy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc yy wholestage off 339 346 11 29.5 33.9 1.0X
-trunc yy wholestage on 333 338 5 30.0 33.3 1.0X
+trunc yy wholestage off 311 311 0 32.2 31.1 1.0X
+trunc yy wholestage on 288 294 7 34.7 28.8 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc mon: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc mon wholestage off 339 347 11 29.5 33.9 1.0X
-trunc mon wholestage on 331 336 4 30.2 33.1 1.0X
+trunc mon wholestage off 313 313 0 32.0 31.3 1.0X
+trunc mon wholestage on 287 290 2 34.8 28.7 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc month: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc month wholestage off 341 344 3 29.3 34.1 1.0X
-trunc month wholestage on 332 338 9 30.1 33.2 1.0X
+trunc month wholestage off 310 310 0 32.3 31.0 1.0X
+trunc month wholestage on 287 290 2 34.8 28.7 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc mm: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc mm wholestage off 337 338 1 29.6 33.7 1.0X
-trunc mm wholestage on 332 336 5 30.1 33.2 1.0X
+trunc mm wholestage off 311 312 1 32.1 31.1 1.0X
+trunc mm wholestage on 287 296 9 34.8 28.7 1.1X
================================================================================================
@@ -404,36 +404,36 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to timestamp str: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to timestamp str wholestage off 184 187 4 5.4 183.9 1.0X
-to timestamp str wholestage on 159 162 2 6.3 159.4 1.2X
+to timestamp str wholestage off 169 170 1 5.9 168.9 1.0X
+to timestamp str wholestage on 161 168 11 6.2 161.0 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to_timestamp wholestage off 1683 1689 8 0.6 1683.3 1.0X
-to_timestamp wholestage on 1722 1725 4 0.6 1721.6 1.0X
+to_timestamp wholestage off 1360 1361 1 0.7 1359.6 1.0X
+to_timestamp wholestage on 1362 1366 6 0.7 1362.0 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to_unix_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to_unix_timestamp wholestage off 1733 1736 4 0.6 1733.1 1.0X
-to_unix_timestamp wholestage on 1687 1690 4 0.6 1686.6 1.0X
+to_unix_timestamp wholestage off 1343 1346 4 0.7 1342.6 1.0X
+to_unix_timestamp wholestage on 1356 1359 2 0.7 1356.2 1.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to date str: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to date str wholestage off 218 220 4 4.6 217.6 1.0X
-to date str wholestage on 213 215 2 4.7 212.6 1.0X
+to date str wholestage off 227 230 4 4.4 227.0 1.0X
+to date str wholestage on 299 302 3 3.3 299.0 0.8X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to_date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to_date wholestage off 3697 3699 2 0.3 3697.2 1.0X
-to_date wholestage on 3603 3624 15 0.3 3602.7 1.0X
+to_date wholestage off 3413 3440 38 0.3 3413.0 1.0X
+to_date wholestage on 3392 3402 12 0.3 3392.3 1.0X
================================================================================================
@@ -444,14 +444,14 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
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 432 436 7 11.6 86.4 1.0X
-From java.time.LocalDate 343 347 6 14.6 68.6 1.3X
-Collect java.sql.Date 1888 2453 971 2.6 377.6 0.2X
-Collect java.time.LocalDate 1779 1820 42 2.8 355.7 0.2X
-From java.sql.Timestamp 375 384 9 13.3 75.0 1.2X
-From java.time.Instant 317 326 8 15.8 63.5 1.4X
-Collect longs 1338 1428 115 3.7 267.6 0.3X
-Collect java.sql.Timestamp 1716 2014 281 2.9 343.1 0.3X
-Collect java.time.Instant 1832 1970 122 2.7 366.5 0.2X
+From java.sql.Date 410 415 7 12.2 82.0 1.0X
+From java.time.LocalDate 332 333 1 15.1 66.4 1.2X
+Collect java.sql.Date 1891 2542 829 2.6 378.1 0.2X
+Collect java.time.LocalDate 1630 2138 441 3.1 326.0 0.3X
+From java.sql.Timestamp 254 259 6 19.7 50.9 1.6X
+From java.time.Instant 302 306 4 16.6 60.3 1.4X
+Collect longs 1134 1265 117 4.4 226.8 0.4X
+Collect java.sql.Timestamp 1441 1458 16 3.5 288.1 0.3X
+Collect java.time.Instant 1680 1928 253 3.0 336.0 0.2X
diff --git a/sql/core/benchmarks/DateTimeBenchmark-results.txt b/sql/core/benchmarks/DateTimeBenchmark-results.txt
index 3ef2f92..7586295 100644
--- a/sql/core/benchmarks/DateTimeBenchmark-results.txt
+++ b/sql/core/benchmarks/DateTimeBenchmark-results.txt
@@ -6,18 +6,18 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
datetime +/- interval: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date + interval(m) 1613 1622 13 6.2 161.3 1.0X
-date + interval(m, d) 1729 1752 32 5.8 172.9 0.9X
-date + interval(m, d, ms) 6421 6424 5 1.6 642.1 0.3X
-date - interval(m) 1441 1443 2 6.9 144.1 1.1X
-date - interval(m, d) 1687 1689 2 5.9 168.7 1.0X
-date - interval(m, d, ms) 6617 6625 11 1.5 661.7 0.2X
-timestamp + interval(m) 2713 2733 28 3.7 271.3 0.6X
-timestamp + interval(m, d) 3027 3032 8 3.3 302.7 0.5X
-timestamp + interval(m, d, ms) 3501 3509 12 2.9 350.1 0.5X
-timestamp - interval(m) 2892 2895 4 3.5 289.2 0.6X
-timestamp - interval(m, d) 3190 3196 9 3.1 319.0 0.5X
-timestamp - interval(m, d, ms) 3497 3500 5 2.9 349.7 0.5X
+date + interval(m) 1638 1701 89 6.1 163.8 1.0X
+date + interval(m, d) 1785 1790 7 5.6 178.5 0.9X
+date + interval(m, d, ms) 6229 6270 58 1.6 622.9 0.3X
+date - interval(m) 1500 1503 4 6.7 150.0 1.1X
+date - interval(m, d) 1764 1766 3 5.7 176.4 0.9X
+date - interval(m, d, ms) 6428 6446 25 1.6 642.8 0.3X
+timestamp + interval(m) 2719 2722 4 3.7 271.9 0.6X
+timestamp + interval(m, d) 3011 3021 14 3.3 301.1 0.5X
+timestamp + interval(m, d, ms) 3405 3412 9 2.9 340.5 0.5X
+timestamp - interval(m) 2759 2764 7 3.6 275.9 0.6X
+timestamp - interval(m, d) 3094 3112 25 3.2 309.4 0.5X
+timestamp - interval(m, d, ms) 3388 3392 5 3.0 338.8 0.5X
================================================================================================
@@ -28,92 +28,92 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
cast to timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-cast to timestamp wholestage off 321 323 2 31.1 32.1 1.0X
-cast to timestamp wholestage on 294 306 10 34.0 29.4 1.1X
+cast to timestamp wholestage off 319 323 6 31.4 31.9 1.0X
+cast to timestamp wholestage on 304 311 8 32.9 30.4 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
year of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-year of timestamp wholestage off 1235 1242 9 8.1 123.5 1.0X
-year of timestamp wholestage on 1208 1216 8 8.3 120.8 1.0X
+year of timestamp wholestage off 1234 1239 6 8.1 123.4 1.0X
+year of timestamp wholestage on 1229 1244 22 8.1 122.9 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
quarter of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-quarter of timestamp wholestage off 1415 1424 12 7.1 141.5 1.0X
-quarter of timestamp wholestage on 1338 1341 4 7.5 133.8 1.1X
+quarter of timestamp wholestage off 1440 1445 7 6.9 144.0 1.0X
+quarter of timestamp wholestage on 1358 1361 3 7.4 135.8 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
month of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-month of timestamp wholestage off 1224 1225 1 8.2 122.4 1.0X
-month of timestamp wholestage on 1193 1202 8 8.4 119.3 1.0X
+month of timestamp wholestage off 1239 1240 1 8.1 123.9 1.0X
+month of timestamp wholestage on 1221 1239 26 8.2 122.1 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
weekofyear of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-weekofyear of timestamp wholestage off 1864 1866 3 5.4 186.4 1.0X
-weekofyear of timestamp wholestage on 1827 1840 7 5.5 182.7 1.0X
+weekofyear of timestamp wholestage off 1926 1934 11 5.2 192.6 1.0X
+weekofyear of timestamp wholestage on 1901 1911 10 5.3 190.1 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
day of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-day of timestamp wholestage off 1209 1211 2 8.3 120.9 1.0X
-day of timestamp wholestage on 1191 1194 6 8.4 119.1 1.0X
+day of timestamp wholestage off 1225 1229 6 8.2 122.5 1.0X
+day of timestamp wholestage on 1217 1225 7 8.2 121.7 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
dayofyear of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-dayofyear of timestamp wholestage off 1270 1271 2 7.9 127.0 1.0X
-dayofyear of timestamp wholestage on 1241 1250 12 8.1 124.1 1.0X
+dayofyear of timestamp wholestage off 1290 1295 7 7.8 129.0 1.0X
+dayofyear of timestamp wholestage on 1262 1270 7 7.9 126.2 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
dayofmonth of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-dayofmonth of timestamp wholestage off 1236 1250 20 8.1 123.6 1.0X
-dayofmonth of timestamp wholestage on 1193 1195 3 8.4 119.3 1.0X
+dayofmonth of timestamp wholestage off 1239 1239 1 8.1 123.9 1.0X
+dayofmonth of timestamp wholestage on 1215 1222 8 8.2 121.5 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
dayofweek of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-dayofweek of timestamp wholestage off 1402 1405 4 7.1 140.2 1.0X
-dayofweek of timestamp wholestage on 1352 1359 7 7.4 135.2 1.0X
+dayofweek of timestamp wholestage off 1421 1422 2 7.0 142.1 1.0X
+dayofweek of timestamp wholestage on 1379 1388 8 7.3 137.9 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
weekday of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-weekday of timestamp wholestage off 1346 1347 2 7.4 134.6 1.0X
-weekday of timestamp wholestage on 1294 1299 7 7.7 129.4 1.0X
+weekday of timestamp wholestage off 1349 1351 2 7.4 134.9 1.0X
+weekday of timestamp wholestage on 1320 1327 8 7.6 132.0 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
hour of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-hour of timestamp wholestage off 1000 1008 11 10.0 100.0 1.0X
-hour of timestamp wholestage on 936 941 6 10.7 93.6 1.1X
+hour of timestamp wholestage off 1024 1024 0 9.8 102.4 1.0X
+hour of timestamp wholestage on 921 929 11 10.9 92.1 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
minute of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-minute of timestamp wholestage off 969 976 10 10.3 96.9 1.0X
-minute of timestamp wholestage on 933 936 4 10.7 93.3 1.0X
+minute of timestamp wholestage off 977 982 6 10.2 97.7 1.0X
+minute of timestamp wholestage on 927 929 2 10.8 92.7 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
second of timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-second of timestamp wholestage off 1002 1005 3 10.0 100.2 1.0X
-second of timestamp wholestage on 935 938 2 10.7 93.5 1.1X
+second of timestamp wholestage off 987 989 3 10.1 98.7 1.0X
+second of timestamp wholestage on 923 926 5 10.8 92.3 1.1X
================================================================================================
@@ -124,15 +124,15 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
current_date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-current_date wholestage off 308 316 11 32.5 30.8 1.0X
-current_date wholestage on 265 275 12 37.8 26.5 1.2X
+current_date wholestage off 303 311 12 33.0 30.3 1.0X
+current_date wholestage on 266 271 5 37.5 26.6 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
current_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-current_timestamp wholestage off 307 312 7 32.6 30.7 1.0X
-current_timestamp wholestage on 263 268 5 38.1 26.3 1.2X
+current_timestamp wholestage off 297 297 1 33.7 29.7 1.0X
+current_timestamp wholestage on 264 272 7 37.8 26.4 1.1X
================================================================================================
@@ -143,43 +143,43 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
cast to date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-cast to date wholestage off 1061 1065 5 9.4 106.1 1.0X
-cast to date wholestage on 985 991 11 10.2 98.5 1.1X
+cast to date wholestage off 1062 1063 2 9.4 106.2 1.0X
+cast to date wholestage on 1007 1021 20 9.9 100.7 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
last_day: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-last_day wholestage off 1261 1262 1 7.9 126.1 1.0X
-last_day wholestage on 1223 1235 12 8.2 122.3 1.0X
+last_day wholestage off 1262 1265 5 7.9 126.2 1.0X
+last_day wholestage on 1244 1256 14 8.0 124.4 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
next_day: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-next_day wholestage off 1114 1119 7 9.0 111.4 1.0X
-next_day wholestage on 1034 1038 3 9.7 103.4 1.1X
+next_day wholestage off 1119 1121 2 8.9 111.9 1.0X
+next_day wholestage on 1057 1063 6 9.5 105.7 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_add: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_add wholestage off 1059 1076 25 9.4 105.9 1.0X
-date_add wholestage on 1012 1021 9 9.9 101.2 1.0X
+date_add wholestage off 1054 1059 7 9.5 105.4 1.0X
+date_add wholestage on 1037 1069 52 9.6 103.7 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_sub: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_sub wholestage off 1046 1046 0 9.6 104.6 1.0X
-date_sub wholestage on 1019 1023 3 9.8 101.9 1.0X
+date_sub wholestage off 1054 1056 4 9.5 105.4 1.0X
+date_sub wholestage on 1036 1040 4 9.7 103.6 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
add_months: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-add_months wholestage off 1392 1393 1 7.2 139.2 1.0X
-add_months wholestage on 1335 1346 14 7.5 133.5 1.0X
+add_months wholestage off 1408 1421 19 7.1 140.8 1.0X
+add_months wholestage on 1434 1440 7 7.0 143.4 1.0X
================================================================================================
@@ -190,8 +190,8 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
format date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-format date wholestage off 5959 5994 50 1.7 595.9 1.0X
-format date wholestage on 5991 6008 28 1.7 599.1 1.0X
+format date wholestage off 5937 6169 328 1.7 593.7 1.0X
+format date wholestage on 5836 5878 74 1.7 583.6 1.0X
================================================================================================
@@ -202,8 +202,8 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
from_unixtime: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-from_unixtime wholestage off 8851 8872 29 1.1 885.1 1.0X
-from_unixtime wholestage on 8855 8872 10 1.1 885.5 1.0X
+from_unixtime wholestage off 8904 8914 14 1.1 890.4 1.0X
+from_unixtime wholestage on 8918 8936 13 1.1 891.8 1.0X
================================================================================================
@@ -214,15 +214,15 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
from_utc_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-from_utc_timestamp wholestage off 1105 1107 2 9.0 110.5 1.0X
-from_utc_timestamp wholestage on 1072 1084 11 9.3 107.2 1.0X
+from_utc_timestamp wholestage off 1110 1112 3 9.0 111.0 1.0X
+from_utc_timestamp wholestage on 1115 1119 3 9.0 111.5 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to_utc_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to_utc_timestamp wholestage off 1531 1534 3 6.5 153.1 1.0X
-to_utc_timestamp wholestage on 1451 1463 14 6.9 145.1 1.1X
+to_utc_timestamp wholestage off 1524 1525 1 6.6 152.4 1.0X
+to_utc_timestamp wholestage on 1450 1458 14 6.9 145.0 1.1X
================================================================================================
@@ -233,29 +233,29 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
cast interval: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-cast interval wholestage off 360 366 8 27.8 36.0 1.0X
-cast interval wholestage on 286 292 7 35.0 28.6 1.3X
+cast interval wholestage off 341 342 1 29.3 34.1 1.0X
+cast interval wholestage on 285 294 7 35.1 28.5 1.2X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
datediff: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-datediff wholestage off 1809 1814 8 5.5 180.9 1.0X
-datediff wholestage on 1742 1751 8 5.7 174.2 1.0X
+datediff wholestage off 1874 1881 10 5.3 187.4 1.0X
+datediff wholestage on 1785 1791 3 5.6 178.5 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
months_between: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-months_between wholestage off 5007 5007 1 2.0 500.7 1.0X
-months_between wholestage on 4957 4980 35 2.0 495.7 1.0X
+months_between wholestage off 5038 5042 5 2.0 503.8 1.0X
+months_between wholestage on 4979 4987 8 2.0 497.9 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
window: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-window wholestage off 1945 2027 116 0.5 1945.3 1.0X
-window wholestage on 45637 45648 8 0.0 45637.2 0.0X
+window wholestage off 1716 1841 177 0.6 1716.2 1.0X
+window wholestage on 46024 46063 27 0.0 46024.1 0.0X
================================================================================================
@@ -266,134 +266,134 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc YEAR: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc YEAR wholestage off 2463 2465 2 4.1 246.3 1.0X
-date_trunc YEAR wholestage on 2406 2409 3 4.2 240.6 1.0X
+date_trunc YEAR wholestage off 2428 2429 2 4.1 242.8 1.0X
+date_trunc YEAR wholestage on 2451 2469 12 4.1 245.1 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc YYYY: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc YYYY wholestage off 2462 2463 1 4.1 246.2 1.0X
-date_trunc YYYY wholestage on 2407 2411 6 4.2 240.7 1.0X
+date_trunc YYYY wholestage off 2423 2426 3 4.1 242.3 1.0X
+date_trunc YYYY wholestage on 2454 2462 8 4.1 245.4 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc YY: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc YY wholestage off 2462 2466 6 4.1 246.2 1.0X
-date_trunc YY wholestage on 2401 2406 4 4.2 240.1 1.0X
+date_trunc YY wholestage off 2421 2441 28 4.1 242.1 1.0X
+date_trunc YY wholestage on 2453 2461 9 4.1 245.3 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc MON: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc MON wholestage off 2437 2437 0 4.1 243.7 1.0X
-date_trunc MON wholestage on 2416 2421 6 4.1 241.6 1.0X
+date_trunc MON wholestage off 2425 2427 3 4.1 242.5 1.0X
+date_trunc MON wholestage on 2431 2438 9 4.1 243.1 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc MONTH: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc MONTH wholestage off 2430 2437 9 4.1 243.0 1.0X
-date_trunc MONTH wholestage on 2417 2423 5 4.1 241.7 1.0X
+date_trunc MONTH wholestage off 2427 2433 8 4.1 242.7 1.0X
+date_trunc MONTH wholestage on 2429 2435 4 4.1 242.9 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc MM: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc MM wholestage off 2429 2431 3 4.1 242.9 1.0X
-date_trunc MM wholestage on 2417 2421 4 4.1 241.7 1.0X
+date_trunc MM wholestage off 2425 2431 9 4.1 242.5 1.0X
+date_trunc MM wholestage on 2430 2435 4 4.1 243.0 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc DAY: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc DAY wholestage off 2074 2075 2 4.8 207.4 1.0X
-date_trunc DAY wholestage on 2001 2010 16 5.0 200.1 1.0X
+date_trunc DAY wholestage off 2117 2119 4 4.7 211.7 1.0X
+date_trunc DAY wholestage on 2036 2118 174 4.9 203.6 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc DD: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc DD wholestage off 2067 2067 0 4.8 206.7 1.0X
-date_trunc DD wholestage on 2000 2003 3 5.0 200.0 1.0X
+date_trunc DD wholestage off 2116 2119 5 4.7 211.6 1.0X
+date_trunc DD wholestage on 2035 2043 10 4.9 203.5 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc HOUR: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc HOUR wholestage off 2074 2084 14 4.8 207.4 1.0X
-date_trunc HOUR wholestage on 2057 2067 10 4.9 205.7 1.0X
+date_trunc HOUR wholestage off 2013 2014 2 5.0 201.3 1.0X
+date_trunc HOUR wholestage on 2077 2088 13 4.8 207.7 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc MINUTE: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc MINUTE wholestage off 362 364 3 27.6 36.2 1.0X
-date_trunc MINUTE wholestage on 319 333 14 31.3 31.9 1.1X
+date_trunc MINUTE wholestage off 363 368 8 27.6 36.3 1.0X
+date_trunc MINUTE wholestage on 321 326 7 31.2 32.1 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc SECOND: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc SECOND wholestage off 361 366 7 27.7 36.1 1.0X
-date_trunc SECOND wholestage on 324 341 23 30.9 32.4 1.1X
+date_trunc SECOND wholestage off 365 366 0 27.4 36.5 1.0X
+date_trunc SECOND wholestage on 319 332 16 31.4 31.9 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc WEEK: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc WEEK wholestage off 2385 2393 11 4.2 238.5 1.0X
-date_trunc WEEK wholestage on 2313 2322 6 4.3 231.3 1.0X
+date_trunc WEEK wholestage off 2371 2376 7 4.2 237.1 1.0X
+date_trunc WEEK wholestage on 2314 2322 8 4.3 231.4 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
date_trunc QUARTER: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-date_trunc QUARTER wholestage off 3278 3280 2 3.1 327.8 1.0X
-date_trunc QUARTER wholestage on 3228 3234 8 3.1 322.8 1.0X
+date_trunc QUARTER wholestage off 3334 3335 1 3.0 333.4 1.0X
+date_trunc QUARTER wholestage on 3286 3291 7 3.0 328.6 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc year: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc year wholestage off 328 331 4 30.5 32.8 1.0X
-trunc year wholestage on 286 295 9 35.0 28.6 1.1X
+trunc year wholestage off 303 304 2 33.0 30.3 1.0X
+trunc year wholestage on 283 291 5 35.3 28.3 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc yyyy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc yyyy wholestage off 317 319 3 31.5 31.7 1.0X
-trunc yyyy wholestage on 283 287 6 35.3 28.3 1.1X
+trunc yyyy wholestage off 324 330 8 30.9 32.4 1.0X
+trunc yyyy wholestage on 283 291 9 35.3 28.3 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc yy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc yy wholestage off 321 321 0 31.1 32.1 1.0X
-trunc yy wholestage on 284 293 11 35.2 28.4 1.1X
+trunc yy wholestage off 304 305 3 32.9 30.4 1.0X
+trunc yy wholestage on 283 302 28 35.3 28.3 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc mon: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc mon wholestage off 318 319 1 31.4 31.8 1.0X
-trunc mon wholestage on 283 287 4 35.4 28.3 1.1X
+trunc mon wholestage off 315 319 6 31.7 31.5 1.0X
+trunc mon wholestage on 284 287 5 35.3 28.4 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc month: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc month wholestage off 319 321 3 31.3 31.9 1.0X
-trunc month wholestage on 286 293 7 35.0 28.6 1.1X
+trunc month wholestage off 305 314 13 32.8 30.5 1.0X
+trunc month wholestage on 283 292 14 35.3 28.3 1.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
trunc mm: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-trunc mm wholestage off 317 319 2 31.5 31.7 1.0X
-trunc mm wholestage on 282 285 3 35.4 28.2 1.1X
+trunc mm wholestage off 301 301 0 33.2 30.1 1.0X
+trunc mm wholestage on 285 290 7 35.1 28.5 1.1X
================================================================================================
@@ -404,36 +404,36 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to timestamp str: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to timestamp str wholestage off 219 220 0 4.6 219.4 1.0X
-to timestamp str wholestage on 214 218 6 4.7 214.1 1.0X
+to timestamp str wholestage off 218 220 3 4.6 218.4 1.0X
+to timestamp str wholestage on 213 216 6 4.7 212.5 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to_timestamp wholestage off 1912 1913 2 0.5 1912.0 1.0X
-to_timestamp wholestage on 1671 1675 7 0.6 1670.8 1.1X
+to_timestamp wholestage off 1838 1842 5 0.5 1838.1 1.0X
+to_timestamp wholestage on 1952 1971 11 0.5 1952.2 0.9X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to_unix_timestamp: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to_unix_timestamp wholestage off 1761 1763 3 0.6 1761.1 1.0X
-to_unix_timestamp wholestage on 1695 1697 2 0.6 1695.4 1.0X
+to_unix_timestamp wholestage off 1987 1988 1 0.5 1986.9 1.0X
+to_unix_timestamp wholestage on 1944 1948 3 0.5 1944.2 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to date str: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to date str wholestage off 267 272 7 3.7 266.9 1.0X
-to date str wholestage on 266 267 2 3.8 265.8 1.0X
+to date str wholestage off 263 264 0 3.8 263.5 1.0X
+to date str wholestage on 263 265 2 3.8 262.6 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
to_date: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-to_date wholestage off 3705 3743 55 0.3 3704.6 1.0X
-to_date wholestage on 3736 3746 11 0.3 3736.4 1.0X
+to_date wholestage off 3560 3567 11 0.3 3559.7 1.0X
+to_date wholestage on 3525 3534 10 0.3 3524.8 1.0X
================================================================================================
@@ -444,14 +444,14 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
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 400 406 6 12.5 80.1 1.0X
-From java.time.LocalDate 343 349 7 14.6 68.6 1.2X
-Collect java.sql.Date 1904 2739 1170 2.6 380.9 0.2X
-Collect java.time.LocalDate 1477 1495 19 3.4 295.3 0.3X
-From java.sql.Timestamp 376 388 10 13.3 75.2 1.1X
-From java.time.Instant 237 239 3 21.1 47.4 1.7X
-Collect longs 1258 1356 111 4.0 251.7 0.3X
-Collect java.sql.Timestamp 1878 1937 64 2.7 375.6 0.2X
-Collect java.time.Instant 1667 1904 238 3.0 333.4 0.2X
+From java.sql.Date 405 416 16 12.3 81.0 1.0X
+From java.time.LocalDate 344 352 14 14.5 68.8 1.2X
+Collect java.sql.Date 1622 2553 1372 3.1 324.4 0.2X
+Collect java.time.LocalDate 1464 1482 20 3.4 292.8 0.3X
+From java.sql.Timestamp 248 258 15 20.2 49.6 1.6X
+From java.time.Instant 237 243 7 21.1 47.4 1.7X
+Collect longs 1252 1341 109 4.0 250.5 0.3X
+Collect java.sql.Timestamp 1515 1516 2 3.3 302.9 0.3X
+Collect java.time.Instant 1379 1490 96 3.6 275.8 0.3X
diff --git a/sql/core/benchmarks/DateTimeRebaseBenchmark-jdk11-results.txt b/sql/core/benchmarks/DateTimeRebaseBenchmark-jdk11-results.txt
index 8c07bdb..5d107c1 100644
--- a/sql/core/benchmarks/DateTimeRebaseBenchmark-jdk11-results.txt
+++ b/sql/core/benchmarks/DateTimeRebaseBenchmark-jdk11-results.txt
@@ -6,97 +6,97 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save DATE to parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1582, noop 19806 19806 0 5.0 198.1 1.0X
-before 1582, noop 10689 10689 0 9.4 106.9 1.9X
-after 1582, rebase off 31053 31053 0 3.2 310.5 0.6X
-after 1582, rebase on 32316 32316 0 3.1 323.2 0.6X
-before 1582, rebase off 21765 21765 0 4.6 217.6 0.9X
-before 1582, rebase on 23011 23011 0 4.3 230.1 0.9X
+after 1582, noop 20802 20802 0 4.8 208.0 1.0X
+before 1582, noop 10728 10728 0 9.3 107.3 1.9X
+after 1582, rebase off 32924 32924 0 3.0 329.2 0.6X
+after 1582, rebase on 32627 32627 0 3.1 326.3 0.6X
+before 1582, rebase off 21576 21576 0 4.6 215.8 1.0X
+before 1582, rebase on 23115 23115 0 4.3 231.2 0.9X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load DATE from parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1582, vec off, rebase off 12834 12921 140 7.8 128.3 1.0X
-after 1582, vec off, rebase on 13031 13071 38 7.7 130.3 1.0X
-after 1582, vec on, rebase off 3642 3679 60 27.5 36.4 3.5X
-after 1582, vec on, rebase on 3747 3789 49 26.7 37.5 3.4X
-before 1582, vec off, rebase off 13009 13061 72 7.7 130.1 1.0X
-before 1582, vec off, rebase on 13928 13945 16 7.2 139.3 0.9X
-before 1582, vec on, rebase off 3656 3665 13 27.4 36.6 3.5X
-before 1582, vec on, rebase on 4361 4392 48 22.9 43.6 2.9X
+after 1582, vec off, rebase off 12880 12984 178 7.8 128.8 1.0X
+after 1582, vec off, rebase on 13118 13255 174 7.6 131.2 1.0X
+after 1582, vec on, rebase off 3645 3698 76 27.4 36.4 3.5X
+after 1582, vec on, rebase on 3709 3727 15 27.0 37.1 3.5X
+before 1582, vec off, rebase off 13014 13051 36 7.7 130.1 1.0X
+before 1582, vec off, rebase on 14195 14242 48 7.0 142.0 0.9X
+before 1582, vec on, rebase off 3680 3773 92 27.2 36.8 3.5X
+before 1582, vec on, rebase on 4310 4381 87 23.2 43.1 3.0X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save TIMESTAMP_INT96 to parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, noop 2986 2986 0 33.5 29.9 1.0X
+after 1900, noop 3026 3026 0 33.1 30.3 1.0X
before 1900, noop 2995 2995 0 33.4 30.0 1.0X
-after 1900, rebase off 31493 31493 0 3.2 314.9 0.1X
-after 1900, rebase on 31052 31052 0 3.2 310.5 0.1X
-before 1900, rebase off 32102 32102 0 3.1 321.0 0.1X
-before 1900, rebase on 32094 32094 0 3.1 320.9 0.1X
+after 1900, rebase off 24294 24294 0 4.1 242.9 0.1X
+after 1900, rebase on 24480 24480 0 4.1 244.8 0.1X
+before 1900, rebase off 31120 31120 0 3.2 311.2 0.1X
+before 1900, rebase on 31201 31201 0 3.2 312.0 0.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load TIMESTAMP_INT96 from parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, vec off, rebase off 20404 20422 29 4.9 204.0 1.0X
-after 1900, vec off, rebase on 20198 20325 116 5.0 202.0 1.0X
-after 1900, vec on, rebase off 12022 12051 39 8.3 120.2 1.7X
-after 1900, vec on, rebase on 12019 12042 40 8.3 120.2 1.7X
-before 1900, vec off, rebase off 21220 21263 38 4.7 212.2 1.0X
-before 1900, vec off, rebase on 21172 21236 91 4.7 211.7 1.0X
-before 1900, vec on, rebase off 12743 12792 46 7.8 127.4 1.6X
-before 1900, vec on, rebase on 12665 12761 83 7.9 126.6 1.6X
+after 1900, vec off, rebase off 18283 18309 39 5.5 182.8 1.0X
+after 1900, vec off, rebase on 18235 18269 53 5.5 182.4 1.0X
+after 1900, vec on, rebase off 9563 9589 27 10.5 95.6 1.9X
+after 1900, vec on, rebase on 9463 9554 81 10.6 94.6 1.9X
+before 1900, vec off, rebase off 21377 21469 118 4.7 213.8 0.9X
+before 1900, vec off, rebase on 21265 21422 156 4.7 212.7 0.9X
+before 1900, vec on, rebase off 12481 12524 46 8.0 124.8 1.5X
+before 1900, vec on, rebase on 12360 12482 105 8.1 123.6 1.5X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save TIMESTAMP_MICROS to parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, noop 3047 3047 0 32.8 30.5 1.0X
-before 1900, noop 2973 2973 0 33.6 29.7 1.0X
-after 1900, rebase off 16269 16269 0 6.1 162.7 0.2X
-after 1900, rebase on 18375 18375 0 5.4 183.7 0.2X
-before 1900, rebase off 16875 16875 0 5.9 168.7 0.2X
-before 1900, rebase on 19574 19574 0 5.1 195.7 0.2X
+after 1900, noop 2984 2984 0 33.5 29.8 1.0X
+before 1900, noop 3003 3003 0 33.3 30.0 1.0X
+after 1900, rebase off 15814 15814 0 6.3 158.1 0.2X
+after 1900, rebase on 16250 16250 0 6.2 162.5 0.2X
+before 1900, rebase off 16026 16026 0 6.2 160.3 0.2X
+before 1900, rebase on 19735 19735 0 5.1 197.3 0.2X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load TIMESTAMP_MICROS from parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, vec off, rebase off 15571 15671 95 6.4 155.7 1.0X
-after 1900, vec off, rebase on 18076 18139 92 5.5 180.8 0.9X
-after 1900, vec on, rebase off 4853 4888 38 20.6 48.5 3.2X
-after 1900, vec on, rebase on 4924 4977 45 20.3 49.2 3.2X
-before 1900, vec off, rebase off 15446 15485 34 6.5 154.5 1.0X
-before 1900, vec off, rebase on 18743 18871 192 5.3 187.4 0.8X
-before 1900, vec on, rebase off 4931 4944 20 20.3 49.3 3.2X
-before 1900, vec on, rebase on 8217 8238 19 12.2 82.2 1.9X
+after 1900, vec off, rebase off 15292 15351 57 6.5 152.9 1.0X
+after 1900, vec off, rebase on 15753 15886 173 6.3 157.5 1.0X
+after 1900, vec on, rebase off 4879 4923 52 20.5 48.8 3.1X
+after 1900, vec on, rebase on 5018 5038 18 19.9 50.2 3.0X
+before 1900, vec off, rebase off 15257 15311 53 6.6 152.6 1.0X
+before 1900, vec off, rebase on 18459 18537 90 5.4 184.6 0.8X
+before 1900, vec on, rebase off 4929 4946 15 20.3 49.3 3.1X
+before 1900, vec on, rebase on 8254 8339 93 12.1 82.5 1.9X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save TIMESTAMP_MILLIS to parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, noop 2977 2977 0 33.6 29.8 1.0X
-before 1900, noop 2981 2981 0 33.5 29.8 1.0X
-after 1900, rebase off 15336 15336 0 6.5 153.4 0.2X
-after 1900, rebase on 17932 17932 0 5.6 179.3 0.2X
-before 1900, rebase off 15507 15507 0 6.4 155.1 0.2X
-before 1900, rebase on 19280 19280 0 5.2 192.8 0.2X
+after 1900, noop 2987 2987 0 33.5 29.9 1.0X
+before 1900, noop 3002 3002 0 33.3 30.0 1.0X
+after 1900, rebase off 15215 15215 0 6.6 152.1 0.2X
+after 1900, rebase on 15577 15577 0 6.4 155.8 0.2X
+before 1900, rebase off 15505 15505 0 6.4 155.1 0.2X
+before 1900, rebase on 19143 19143 0 5.2 191.4 0.2X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load TIMESTAMP_MILLIS from parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, vec off, rebase off 15690 15838 159 6.4 156.9 1.0X
-after 1900, vec off, rebase on 18019 18185 194 5.5 180.2 0.9X
-after 1900, vec on, rebase off 6021 6038 16 16.6 60.2 2.6X
-after 1900, vec on, rebase on 8351 8383 38 12.0 83.5 1.9X
-before 1900, vec off, rebase off 15863 15909 46 6.3 158.6 1.0X
-before 1900, vec off, rebase on 18810 18955 179 5.3 188.1 0.8X
-before 1900, vec on, rebase off 6055 6095 41 16.5 60.5 2.6X
-before 1900, vec on, rebase on 8955 9007 50 11.2 89.5 1.8X
+after 1900, vec off, rebase off 15330 15436 113 6.5 153.3 1.0X
+after 1900, vec off, rebase on 15515 15549 30 6.4 155.1 1.0X
+after 1900, vec on, rebase off 6056 6074 19 16.5 60.6 2.5X
+after 1900, vec on, rebase on 6376 6390 14 15.7 63.8 2.4X
+before 1900, vec off, rebase off 15490 15523 36 6.5 154.9 1.0X
+before 1900, vec off, rebase on 18613 18685 118 5.4 186.1 0.8X
+before 1900, vec on, rebase off 6065 6109 41 16.5 60.6 2.5X
+before 1900, vec on, rebase on 9052 9082 32 11.0 90.5 1.7X
================================================================================================
@@ -107,36 +107,36 @@ OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-106
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save DATE to ORC: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1582, noop 19561 19561 0 5.1 195.6 1.0X
-before 1582, noop 10676 10676 0 9.4 106.8 1.8X
-after 1582 27414 27414 0 3.6 274.1 0.7X
-before 1582 19257 19257 0 5.2 192.6 1.0X
+after 1582, noop 20653 20653 0 4.8 206.5 1.0X
+before 1582, noop 10707 10707 0 9.3 107.1 1.9X
+after 1582 28288 28288 0 3.5 282.9 0.7X
+before 1582 19196 19196 0 5.2 192.0 1.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load DATE from ORC: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1582, vec off 11016 11051 42 9.1 110.2 1.0X
-after 1582, vec on 3960 3971 16 25.3 39.6 2.8X
-before 1582, vec off 11442 11466 23 8.7 114.4 1.0X
-before 1582, vec on 4269 4288 20 23.4 42.7 2.6X
+after 1582, vec off 10596 10621 37 9.4 106.0 1.0X
+after 1582, vec on 3886 3938 61 25.7 38.9 2.7X
+before 1582, vec off 10955 10984 26 9.1 109.6 1.0X
+before 1582, vec on 4236 4258 24 23.6 42.4 2.5X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save TIMESTAMP to ORC: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, noop 2980 2980 0 33.6 29.8 1.0X
-before 1900, noop 2972 2972 0 33.6 29.7 1.0X
-after 1900 20638 20638 0 4.8 206.4 0.1X
-before 1900 22420 22420 0 4.5 224.2 0.1X
+after 1900, noop 2988 2988 0 33.5 29.9 1.0X
+before 1900, noop 3007 3007 0 33.3 30.1 1.0X
+after 1900 18082 18082 0 5.5 180.8 0.2X
+before 1900 22669 22669 0 4.4 226.7 0.1X
OpenJDK 64-Bit Server VM 11.0.7+10-post-Ubuntu-2ubuntu218.04 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load TIMESTAMP from ORC: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, vec off 14368 14449 137 7.0 143.7 1.0X
-after 1900, vec on 7233 7324 146 13.8 72.3 2.0X
-before 1900, vec off 14936 14951 17 6.7 149.4 1.0X
-before 1900, vec on 7767 7770 3 12.9 77.7 1.8X
+after 1900, vec off 12029 12035 9 8.3 120.3 1.0X
+after 1900, vec on 5194 5197 3 19.3 51.9 2.3X
+before 1900, vec off 14853 14875 23 6.7 148.5 0.8X
+before 1900, vec on 7797 7836 60 12.8 78.0 1.5X
diff --git a/sql/core/benchmarks/DateTimeRebaseBenchmark-results.txt b/sql/core/benchmarks/DateTimeRebaseBenchmark-results.txt
index 3ce5b36..f2af3cc 100644
--- a/sql/core/benchmarks/DateTimeRebaseBenchmark-results.txt
+++ b/sql/core/benchmarks/DateTimeRebaseBenchmark-results.txt
@@ -6,97 +6,97 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save DATE to parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1582, noop 23101 23101 0 4.3 231.0 1.0X
-before 1582, noop 10164 10164 0 9.8 101.6 2.3X
-after 1582, rebase off 37390 37390 0 2.7 373.9 0.6X
-after 1582, rebase on 36108 36108 0 2.8 361.1 0.6X
-before 1582, rebase off 22982 22982 0 4.4 229.8 1.0X
-before 1582, rebase on 23899 23899 0 4.2 239.0 1.0X
+after 1582, noop 23567 23567 0 4.2 235.7 1.0X
+before 1582, noop 10570 10570 0 9.5 105.7 2.2X
+after 1582, rebase off 35335 35335 0 2.8 353.3 0.7X
+after 1582, rebase on 35645 35645 0 2.8 356.5 0.7X
+before 1582, rebase off 21824 21824 0 4.6 218.2 1.1X
+before 1582, rebase on 22532 22532 0 4.4 225.3 1.0X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load DATE from parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1582, vec off, rebase off 12544 12579 41 8.0 125.4 1.0X
-after 1582, vec off, rebase on 13127 13238 97 7.6 131.3 1.0X
-after 1582, vec on, rebase off 3705 3715 8 27.0 37.1 3.4X
-after 1582, vec on, rebase on 3866 3884 17 25.9 38.7 3.2X
-before 1582, vec off, rebase off 12855 12862 11 7.8 128.6 1.0X
-before 1582, vec off, rebase on 13723 13758 31 7.3 137.2 0.9X
-before 1582, vec on, rebase off 3706 3724 25 27.0 37.1 3.4X
-before 1582, vec on, rebase on 4872 4932 71 20.5 48.7 2.6X
+after 1582, vec off, rebase off 13194 13266 81 7.6 131.9 1.0X
+after 1582, vec off, rebase on 13402 13466 89 7.5 134.0 1.0X
+after 1582, vec on, rebase off 3627 3657 29 27.6 36.3 3.6X
+after 1582, vec on, rebase on 3818 3839 26 26.2 38.2 3.5X
+before 1582, vec off, rebase off 13075 13146 115 7.6 130.7 1.0X
+before 1582, vec off, rebase on 13794 13804 13 7.2 137.9 1.0X
+before 1582, vec on, rebase off 3655 3675 21 27.4 36.6 3.6X
+before 1582, vec on, rebase on 4579 4634 72 21.8 45.8 2.9X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save TIMESTAMP_INT96 to parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, noop 2862 2862 0 34.9 28.6 1.0X
-before 1900, noop 2838 2838 0 35.2 28.4 1.0X
-after 1900, rebase off 33249 33249 0 3.0 332.5 0.1X
-after 1900, rebase on 33912 33912 0 2.9 339.1 0.1X
-before 1900, rebase off 36083 36083 0 2.8 360.8 0.1X
-before 1900, rebase on 35901 35901 0 2.8 359.0 0.1X
+after 1900, noop 2671 2671 0 37.4 26.7 1.0X
+before 1900, noop 2685 2685 0 37.2 26.8 1.0X
+after 1900, rebase off 23899 23899 0 4.2 239.0 0.1X
+after 1900, rebase on 24030 24030 0 4.2 240.3 0.1X
+before 1900, rebase off 30178 30178 0 3.3 301.8 0.1X
+before 1900, rebase on 30127 30127 0 3.3 301.3 0.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load TIMESTAMP_INT96 from parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, vec off, rebase off 19452 19496 38 5.1 194.5 1.0X
-after 1900, vec off, rebase on 19505 19579 65 5.1 195.0 1.0X
-after 1900, vec on, rebase off 11612 11703 86 8.6 116.1 1.7X
-after 1900, vec on, rebase on 11533 11642 96 8.7 115.3 1.7X
-before 1900, vec off, rebase off 20312 20368 88 4.9 203.1 1.0X
-before 1900, vec off, rebase on 20217 20284 63 4.9 202.2 1.0X
-before 1900, vec on, rebase off 12301 12372 64 8.1 123.0 1.6X
-before 1900, vec on, rebase on 12253 12354 88 8.2 122.5 1.6X
+after 1900, vec off, rebase off 16613 16685 75 6.0 166.1 1.0X
+after 1900, vec off, rebase on 16487 16541 47 6.1 164.9 1.0X
+after 1900, vec on, rebase off 8840 8870 49 11.3 88.4 1.9X
+after 1900, vec on, rebase on 8795 8813 20 11.4 87.9 1.9X
+before 1900, vec off, rebase off 20400 20441 62 4.9 204.0 0.8X
+before 1900, vec off, rebase on 20430 20481 60 4.9 204.3 0.8X
+before 1900, vec on, rebase off 12211 12290 73 8.2 122.1 1.4X
+before 1900, vec on, rebase on 12231 12321 95 8.2 122.3 1.4X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save TIMESTAMP_MICROS to parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, noop 2924 2924 0 34.2 29.2 1.0X
-before 1900, noop 2942 2942 0 34.0 29.4 1.0X
-after 1900, rebase off 17323 17323 0 5.8 173.2 0.2X
-after 1900, rebase on 20229 20229 0 4.9 202.3 0.1X
-before 1900, rebase off 17166 17166 0 5.8 171.7 0.2X
-before 1900, rebase on 21740 21740 0 4.6 217.4 0.1X
+after 1900, noop 2836 2836 0 35.3 28.4 1.0X
+before 1900, noop 2812 2812 0 35.6 28.1 1.0X
+after 1900, rebase off 15976 15976 0 6.3 159.8 0.2X
+after 1900, rebase on 16197 16197 0 6.2 162.0 0.2X
+before 1900, rebase off 16140 16140 0 6.2 161.4 0.2X
+before 1900, rebase on 20410 20410 0 4.9 204.1 0.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load TIMESTAMP_MICROS from parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, vec off, rebase off 15031 15079 74 6.7 150.3 1.0X
-after 1900, vec off, rebase on 18414 18429 18 5.4 184.1 0.8X
-after 1900, vec on, rebase off 5020 5031 10 19.9 50.2 3.0X
-after 1900, vec on, rebase on 5489 5527 35 18.2 54.9 2.7X
-before 1900, vec off, rebase off 15062 15096 39 6.6 150.6 1.0X
-before 1900, vec off, rebase on 19088 19137 64 5.2 190.9 0.8X
-before 1900, vec on, rebase off 5021 5025 4 19.9 50.2 3.0X
-before 1900, vec on, rebase on 9880 9913 47 10.1 98.8 1.5X
+after 1900, vec off, rebase off 15297 15324 40 6.5 153.0 1.0X
+after 1900, vec off, rebase on 15771 15832 59 6.3 157.7 1.0X
+after 1900, vec on, rebase off 4922 4949 32 20.3 49.2 3.1X
+after 1900, vec on, rebase on 5392 5411 17 18.5 53.9 2.8X
+before 1900, vec off, rebase off 15227 15385 141 6.6 152.3 1.0X
+before 1900, vec off, rebase on 19611 19658 41 5.1 196.1 0.8X
+before 1900, vec on, rebase off 4965 5013 54 20.1 49.6 3.1X
+before 1900, vec on, rebase on 9847 9873 43 10.2 98.5 1.6X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save TIMESTAMP_MILLIS to parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, noop 2951 2951 0 33.9 29.5 1.0X
-before 1900, noop 2999 2999 0 33.3 30.0 1.0X
-after 1900, rebase off 16457 16457 0 6.1 164.6 0.2X
-after 1900, rebase on 19587 19587 0 5.1 195.9 0.2X
-before 1900, rebase off 16509 16509 0 6.1 165.1 0.2X
-before 1900, rebase on 21375 21375 0 4.7 213.8 0.1X
+after 1900, noop 2818 2818 0 35.5 28.2 1.0X
+before 1900, noop 2805 2805 0 35.6 28.1 1.0X
+after 1900, rebase off 15182 15182 0 6.6 151.8 0.2X
+after 1900, rebase on 15614 15614 0 6.4 156.1 0.2X
+before 1900, rebase off 15404 15404 0 6.5 154.0 0.2X
+before 1900, rebase on 19747 19747 0 5.1 197.5 0.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load TIMESTAMP_MILLIS from parquet: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, vec off, rebase off 15121 15250 127 6.6 151.2 1.0X
-after 1900, vec off, rebase on 18436 18501 56 5.4 184.4 0.8X
-after 1900, vec on, rebase off 6440 6464 21 15.5 64.4 2.3X
-after 1900, vec on, rebase on 9547 9605 85 10.5 95.5 1.6X
-before 1900, vec off, rebase off 15432 15467 59 6.5 154.3 1.0X
-before 1900, vec off, rebase on 19236 19278 45 5.2 192.4 0.8X
-before 1900, vec on, rebase off 6424 6436 15 15.6 64.2 2.4X
-before 1900, vec on, rebase on 10297 10373 75 9.7 103.0 1.5X
+after 1900, vec off, rebase off 15622 15649 24 6.4 156.2 1.0X
+after 1900, vec off, rebase on 15572 15677 119 6.4 155.7 1.0X
+after 1900, vec on, rebase off 6345 6358 15 15.8 63.5 2.5X
+after 1900, vec on, rebase on 6780 6834 92 14.8 67.8 2.3X
+before 1900, vec off, rebase off 15540 15584 38 6.4 155.4 1.0X
+before 1900, vec off, rebase on 19590 19653 55 5.1 195.9 0.8X
+before 1900, vec on, rebase off 6374 6381 10 15.7 63.7 2.5X
+before 1900, vec on, rebase on 10530 10544 25 9.5 105.3 1.5X
================================================================================================
@@ -107,36 +107,36 @@ OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aw
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save DATE to ORC: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1582, noop 23323 23323 0 4.3 233.2 1.0X
-before 1582, noop 10178 10178 0 9.8 101.8 2.3X
-after 1582 31568 31568 0 3.2 315.7 0.7X
-before 1582 19918 19918 0 5.0 199.2 1.2X
+after 1582, noop 23825 23825 0 4.2 238.2 1.0X
+before 1582, noop 10501 10501 0 9.5 105.0 2.3X
+after 1582 32134 32134 0 3.1 321.3 0.7X
+before 1582 19947 19947 0 5.0 199.5 1.2X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load DATE from ORC: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1582, vec off 10580 10610 39 9.5 105.8 1.0X
-after 1582, vec on 3746 3765 19 26.7 37.5 2.8X
-before 1582, vec off 11052 11143 124 9.0 110.5 1.0X
-before 1582, vec on 4170 4187 16 24.0 41.7 2.5X
+after 1582, vec off 10034 10056 22 10.0 100.3 1.0X
+after 1582, vec on 3664 3698 30 27.3 36.6 2.7X
+before 1582, vec off 10472 10502 30 9.5 104.7 1.0X
+before 1582, vec on 4052 4098 42 24.7 40.5 2.5X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Save TIMESTAMP to ORC: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, noop 2994 2994 0 33.4 29.9 1.0X
-before 1900, noop 2986 2986 0 33.5 29.9 1.0X
-after 1900 22517 22517 0 4.4 225.2 0.1X
-before 1900 23253 23253 0 4.3 232.5 0.1X
+after 1900, noop 2812 2812 0 35.6 28.1 1.0X
+before 1900, noop 2801 2801 0 35.7 28.0 1.0X
+after 1900 18290 18290 0 5.5 182.9 0.2X
+before 1900 22344 22344 0 4.5 223.4 0.1X
OpenJDK 64-Bit Server VM 1.8.0_252-8u252-b09-1~18.04-b09 on Linux 4.15.0-1063-aws
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
Load TIMESTAMP from ORC: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-after 1900, vec off 14042 14199 152 7.1 140.4 1.0X
-after 1900, vec on 7873 7901 25 12.7 78.7 1.8X
-before 1900, vec off 14716 14768 48 6.8 147.2 1.0X
-before 1900, vec on 8491 8503 10 11.8 84.9 1.7X
+after 1900, vec off 11257 11279 32 8.9 112.6 1.0X
+after 1900, vec on 5296 5310 15 18.9 53.0 2.1X
+before 1900, vec off 14700 14758 72 6.8 147.0 0.8X
+before 1900, vec on 8576 8665 150 11.7 85.8 1.3X
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