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dongjoon-hyun pushed a commit to branch branch-4.x
in repository https://gitbox.apache.org/repos/asf/spark.git
The following commit(s) were added to refs/heads/branch-4.x by this push:
new d0c33db8f7be [SPARK-57112][SQL][TEST] Add putNotNulls case to
WritableColumnVectorBulkFillBenchmark
d0c33db8f7be is described below
commit d0c33db8f7be74accd0f657e2ebb731c953c9fb6
Author: Liang-Chi Hsieh <[email protected]>
AuthorDate: Wed May 27 17:25:01 2026 -0700
[SPARK-57112][SQL][TEST] Add putNotNulls case to
WritableColumnVectorBulkFillBenchmark
### What changes were proposed in this pull request?
Adds a `putNotNulls` case to `WritableColumnVectorBulkFillBenchmark`
(introduced in SPARK-57042 / #56084). The case mirrors the existing
`putNulls` case and exercises both `OnHeapColumnVector.putNotNulls` and
`OffHeapColumnVector.putNotNulls` across the standard count sweep
(1, 8, 64, 512, 4096, 65536).
`putNotNulls` early-outs unless `numNulls > 0`, so the OnHeap / OffHeap
factories seed one null into the column vector at setup before the
measured loop begins.
### Why are the changes needed?
`putNotNulls` is the inverse of `putNulls` and runs once per batch
from `WritableColumnVector.reset()` when `numNulls > 0`. SPARK-57111
(#56156) is switching its implementation from a per-byte loop to
`Arrays.fill` / `Platform.setMemory` (with the `SET_MEMORY_THRESHOLD`
fallback). Landing the benchmark case in master first means SPARK-57111
will produce a like-for-like `Run benchmarks` GHA baseline → patched
comparison, the same way SPARK-57042 / #56084 enabled the comparison
for SPARK-57036 / #56082.
### Does this PR introduce _any_ user-facing change?
No. Benchmark-only.
### How was this patch tested?
The benchmark compiles and runs:
```
build/sbt "sql/Test/runMain
org.apache.spark.sql.execution.vectorized.WritableColumnVectorBulkFillBenchmark"
```
### Was this patch authored or co-authored using generative AI tooling?
Generated-by: Claude Code (Claude Opus 4.7)
Closes #56159 from viirya/SPARK-57112.
Authored-by: Liang-Chi Hsieh <[email protected]>
Signed-off-by: Dongjoon Hyun <[email protected]>
(cherry picked from commit 6b727c998544d6a6afe7a24fb02e888398ef30cb)
Signed-off-by: Dongjoon Hyun <[email protected]>
---
...ColumnVectorBulkFillBenchmark-jdk21-results.txt | 172 +++++++----
...ColumnVectorBulkFillBenchmark-jdk25-results.txt | 330 ++++++++++++---------
...itableColumnVectorBulkFillBenchmark-results.txt | 258 +++++++++-------
.../WritableColumnVectorBulkFillBenchmark.scala | 17 ++
4 files changed, 460 insertions(+), 317 deletions(-)
diff --git
a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk21-results.txt
b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk21-results.txt
index 8a0736239ca0..6456bed72727 100644
---
a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk21-results.txt
+++
b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk21-results.txt
@@ -6,85 +6,85 @@ OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux
6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 410.6 2.4 1.0X
-OffHeap 0 0
0 462.7 2.2 1.1X
+OnHeap 0 0
0 412.2 2.4 1.0X
+OffHeap 0 0
0 394.9 2.5 1.0X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
OnHeap 0 0
0 1520.7 0.7 1.0X
-OffHeap 0 0
0 1147.3 0.9 0.8X
+OffHeap 0 0
0 1632.8 0.6 1.1X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2562.2 0.4 1.0X
-OffHeap 0 0
0 1391.7 0.7 0.5X
+OnHeap 0 0
0 2586.6 0.4 1.0X
+OffHeap 0 0
0 2550.2 0.4 1.0X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2696.6 0.4 1.0X
-OffHeap 0 0
0 19703.4 0.1 7.3X
+OnHeap 0 0
0 2701.3 0.4 1.0X
+OffHeap 0 0
0 19325.0 0.1 7.2X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 2 2
0 2775.4 0.4 1.0X
-OffHeap 0 0
0 39447.6 0.0 14.2X
+OnHeap 2 2
0 2776.8 0.4 1.0X
+OffHeap 0 0
0 39185.2 0.0 14.1X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 24 24
0 2788.3 0.4 1.0X
-OffHeap 2 2
0 44456.3 0.0 15.9X
+OnHeap 24 24
0 2787.9 0.4 1.0X
+OffHeap 2 2
0 44303.2 0.0 15.9X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 185.2 5.4 1.0X
-OffHeap 0 0
0 122.9 8.1 0.7X
+OnHeap 0 0
0 188.3 5.3 1.0X
+OffHeap 0 0
0 158.8 6.3 0.8X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 1144.1 0.9 1.0X
-OffHeap 0 0
0 954.6 1.0 0.8X
+OnHeap 0 0
0 1173.6 0.9 1.0X
+OffHeap 0 0
0 849.4 1.2 0.7X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2416.5 0.4 1.0X
-OffHeap 0 0
0 2294.5 0.4 0.9X
+OnHeap 0 0
0 2480.6 0.4 1.0X
+OffHeap 0 0
0 1331.2 0.8 0.5X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2671.7 0.4 1.0X
-OffHeap 0 0
0 17075.0 0.1 6.4X
+OnHeap 0 0
0 2676.7 0.4 1.0X
+OffHeap 0 0
0 18703.9 0.1 7.0X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 2 2
0 2773.4 0.4 1.0X
-OffHeap 0 0
0 37922.5 0.0 13.7X
+OnHeap 2 2
0 2772.6 0.4 1.0X
+OffHeap 0 0
0 39243.8 0.0 14.2X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 24 24
0 2790.7 0.4 1.0X
-OffHeap 2 2
0 44412.4 0.0 15.9X
+OnHeap 24 24
0 2788.2 0.4 1.0X
+OffHeap 2 2
0 44300.3 0.0 15.9X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
@@ -97,49 +97,49 @@ OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux
6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putShorts (short) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 763.1 1.3 1.0X
+OnHeap 0 0
0 763.8 1.3 1.0X
OffHeap 0 0
0 588.5 1.7 0.8X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putShorts (short) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2186.4 0.5 1.0X
-OffHeap 0 0
0 1216.6 0.8 0.6X
+OnHeap 0 0
0 2212.3 0.5 1.0X
+OffHeap 0 0
0 1208.5 0.8 0.5X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putShorts (short) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2631.3 0.4 1.0X
-OffHeap 0 0
0 1377.5 0.7 0.5X
+OnHeap 0 0
0 2625.8 0.4 1.0X
+OffHeap 0 0
0 1377.4 0.7 0.5X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putShorts (short) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 2 2
0 2775.6 0.4 1.0X
-OffHeap 3 3
0 1407.7 0.7 0.5X
+OnHeap 2 2
0 2773.7 0.4 1.0X
+OffHeap 3 3
0 1407.6 0.7 0.5X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putShorts (short) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 24 24
0 2795.6 0.4 1.0X
-OffHeap 48 48
0 1410.0 0.7 0.5X
+OnHeap 24 24
1 2794.1 0.4 1.0X
+OffHeap 48 48
1 1409.4 0.7 0.5X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putInts (int) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 99.0 10.1 1.0X
-OffHeap 0 0
0 75.6 13.2 0.8X
+OnHeap 0 0
0 106.0 9.4 1.0X
+OffHeap 0 0
0 79.7 12.5 0.8X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putInts (int) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 790.4 1.3 1.0X
+OnHeap 0 0
0 763.8 1.3 1.0X
OffHeap 0 0
0 294.3 3.4 0.4X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
@@ -153,105 +153,147 @@ OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux
6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putInts (int) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2638.3 0.4 1.0X
-OffHeap 1 1
0 402.2 2.5 0.2X
+OnHeap 0 0
0 2626.6 0.4 1.0X
+OffHeap 1 1
0 401.7 2.5 0.2X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putInts (int) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 2 2
0 2768.3 0.4 1.0X
-OffHeap 9 9
0 474.0 2.1 0.2X
+OnHeap 2 2
0 2767.7 0.4 1.0X
+OffHeap 9 9
0 473.3 2.1 0.2X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putInts (int) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 24 24
0 2787.8 0.4 1.0X
-OffHeap 142 142
0 473.8 2.1 0.2X
+OnHeap 24 24
0 2788.4 0.4 1.0X
+OffHeap 142 142
0 473.6 2.1 0.2X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putLongs (long) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 101.6 9.8 1.0X
-OffHeap 0 0
0 82.0 12.2 0.8X
+OnHeap 0 0
0 106.0 9.4 1.0X
+OffHeap 0 0
0 84.4 11.8 0.8X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putLongs (long) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 604.2 1.7 1.0X
-OffHeap 0 0
0 302.1 3.3 0.5X
+OnHeap 0 0
0 661.8 1.5 1.0X
+OffHeap 0 0
0 478.4 2.1 0.7X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putLongs (long) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 1954.0 0.5 1.0X
-OffHeap 0 0
0 443.8 2.3 0.2X
+OnHeap 0 0
0 1974.6 0.5 1.0X
+OffHeap 0 0
0 1148.1 0.9 0.6X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putLongs (long) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2596.3 0.4 1.0X
-OffHeap 1 1
0 467.6 2.1 0.2X
+OnHeap 0 0
0 2605.6 0.4 1.0X
+OffHeap 0 0
0 1365.9 0.7 0.5X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putLongs (long) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 2 2
0 2744.3 0.4 1.0X
-OffHeap 9 9
0 473.2 2.1 0.2X
+OnHeap 2 2
0 2744.1 0.4 1.0X
+OffHeap 3 3
0 1397.2 0.7 0.5X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putLongs (long) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 24 24
0 2790.2 0.4 1.0X
-OffHeap 142 142
0 472.1 2.1 0.2X
+OnHeap 24 24
1 2789.8 0.4 1.0X
+OffHeap 48 49
4 1407.8 0.7 0.5X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 98.7 10.1 1.0X
-OffHeap 0 0
0 54.2 18.5 0.5X
+OnHeap 0 0
0 95.4 10.5 1.0X
+OffHeap 0 0
0 66.7 15.0 0.7X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 600.6 1.7 1.0X
-OffHeap 0 0
0 252.3 4.0 0.4X
+OnHeap 0 0
0 620.7 1.6 1.0X
+OffHeap 0 0
0 478.4 2.1 0.8X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 1933.3 0.5 1.0X
-OffHeap 0 0
0 382.0 2.6 0.2X
+OnHeap 0 0
0 1933.2 0.5 1.0X
+OffHeap 0 0
0 1733.1 0.6 0.9X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2585.9 0.4 1.0X
-OffHeap 1 1
0 402.4 2.5 0.2X
+OnHeap 0 0
0 2596.1 0.4 1.0X
+OffHeap 0 0
0 13000.3 0.1 5.0X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 2 2
0 2769.8 0.4 1.0X
-OffHeap 10 10
0 406.4 2.5 0.1X
+OnHeap 2 2
0 2760.9 0.4 1.0X
+OffHeap 0 0
0 34880.4 0.0 12.6X
OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 24 24
0 2793.3 0.4 1.0X
-OffHeap 165 165
0 406.2 2.5 0.1X
+OnHeap 24 24
0 2785.2 0.4 1.0X
+OffHeap 2 2
0 43781.3 0.0 15.7X
+
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 98.8 10.1 1.0X
+OffHeap 0 0
0 89.6 11.2 0.9X
+
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 620.1 1.6 1.0X
+OffHeap 0 0
0 534.0 1.9 0.9X
+
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 1933.2 0.5 1.0X
+OffHeap 0 0
0 1162.5 0.9 0.6X
+
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 2600.5 0.4 1.0X
+OffHeap 0 0
0 1371.0 0.7 0.5X
+
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 2 2
0 2767.4 0.4 1.0X
+OffHeap 3 3
0 1407.1 0.7 0.5X
+
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 24 24
0 2791.4 0.4 1.0X
+OffHeap 48 48
0 1410.1 0.7 0.5X
diff --git
a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk25-results.txt
b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk25-results.txt
index 144f864c3653..0ac2d9c4ea82 100644
---
a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk25-results.txt
+++
b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk25-results.txt
@@ -2,256 +2,298 @@
WritableColumnVector bulk fill
================================================================================================
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 422.4 2.4 1.0X
-OffHeap 0 0
0 448.3 2.2 1.1X
+OnHeap 0 0
0 426.0 2.3 1.0X
+OffHeap 0 0
0 450.5 2.2 1.1X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 1523.0 0.7 1.0X
-OffHeap 0 0
0 1854.2 0.5 1.2X
+OnHeap 0 0
0 1526.1 0.7 1.0X
+OffHeap 0 0
0 1272.2 0.8 0.8X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2842.8 0.4 1.0X
-OffHeap 0 0
0 2880.3 0.3 1.0X
+OnHeap 0 0
0 2622.8 0.4 1.0X
+OffHeap 0 0
0 1391.7 0.7 0.5X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 3069.8 0.3 1.0X
-OffHeap 0 0
0 25540.1 0.0 8.3X
+OnHeap 0 0
0 2736.8 0.4 1.0X
+OffHeap 0 0
0 27180.7 0.0 9.9X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3133.9 0.3 1.0X
-OffHeap 0 0
0 45804.3 0.0 14.6X
+OnHeap 2 2
0 2780.4 0.4 1.0X
+OffHeap 0 0
0 41934.2 0.0 15.1X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 21
0 3152.6 0.3 1.0X
-OffHeap 1 1
0 50577.0 0.0 16.0X
+OnHeap 24 24
0 2791.6 0.4 1.0X
+OffHeap 1 2
0 44784.3 0.0 16.0X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 160.2 6.2 1.0X
-OffHeap 0 0
0 195.4 5.1 1.2X
+OnHeap 0 0
0 182.9 5.5 1.0X
+OffHeap 0 0
0 190.8 5.2 1.0X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 1126.4 0.9 1.0X
-OffHeap 0 0
0 864.4 1.2 0.8X
+OnHeap 0 0
0 882.4 1.1 1.0X
+OffHeap 0 0
0 1040.8 1.0 1.2X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2626.1 0.4 1.0X
-OffHeap 0 0
0 1421.8 0.7 0.5X
+OnHeap 0 0
0 1331.1 0.8 1.0X
+OffHeap 0 0
0 2353.9 0.4 1.8X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 3036.3 0.3 1.0X
-OffHeap 0 0
0 29634.2 0.0 9.8X
+OnHeap 0 0
0 1391.8 0.7 1.0X
+OffHeap 0 0
0 28220.9 0.0 20.3X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3131.8 0.3 1.0X
-OffHeap 0 0
0 47278.4 0.0 15.1X
+OnHeap 3 3
0 1409.9 0.7 1.0X
+OffHeap 0 0
0 41980.8 0.0 29.8X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 21
0 3148.1 0.3 1.0X
-OffHeap 1 1
0 49712.8 0.0 15.8X
+OnHeap 48 48
0 1410.1 0.7 1.0X
+OffHeap 1 2
0 44877.9 0.0 31.8X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 129.6 7.7 1.0X
-OffHeap 0 0
0 111.7 9.0 0.9X
+OnHeap 0 0
0 119.3 8.4 1.0X
+OffHeap 0 0
0 102.3 9.8 0.9X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 785.5 1.3 1.0X
-OffHeap 0 0
0 632.9 1.6 0.8X
+OnHeap 0 0
0 716.3 1.4 1.0X
+OffHeap 0 0
0 654.9 1.5 0.9X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2331.2 0.4 1.0X
-OffHeap 0 0
0 1339.4 0.7 0.6X
+OnHeap 0 0
0 2177.6 0.5 1.0X
+OffHeap 0 0
0 2017.2 0.5 0.9X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2964.6 0.3 1.0X
-OffHeap 0 0
0 1556.5 0.6 0.5X
+OnHeap 0 0
0 2633.6 0.4 1.0X
+OffHeap 0 0
0 2605.6 0.4 1.0X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3106.0 0.3 1.0X
-OffHeap 3 3
0 1590.0 0.6 0.5X
+OnHeap 2 2
0 2770.5 0.4 1.0X
+OffHeap 2 2
0 2763.1 0.4 1.0X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 21
0 3154.1 0.3 1.0X
-OffHeap 42 42
0 1593.6 0.6 0.5X
+OnHeap 24 24
0 2791.9 0.4 1.0X
+OffHeap 24 24
0 2786.8 0.4 1.0X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 147.1 6.8 1.0X
-OffHeap 0 0
0 85.4 11.7 0.6X
+OnHeap 0 0
0 124.5 8.0 1.0X
+OffHeap 0 0
0 77.6 12.9 0.6X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 861.6 1.2 1.0X
-OffHeap 0 0
0 341.3 2.9 0.4X
+OnHeap 0 0
0 739.6 1.4 1.0X
+OffHeap 0 0
0 546.4 1.8 0.7X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2412.9 0.4 1.0X
-OffHeap 0 0
0 472.9 2.1 0.2X
+OnHeap 0 0
0 2193.7 0.5 1.0X
+OffHeap 0 0
0 1624.2 0.6 0.7X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2933.5 0.3 1.0X
-OffHeap 1 1
0 530.7 1.9 0.2X
+OnHeap 0 0
0 2600.8 0.4 1.0X
+OffHeap 0 0
0 1926.8 0.5 0.7X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3095.4 0.3 1.0X
-OffHeap 8 8
0 526.8 1.9 0.2X
+OnHeap 2 2
0 2765.2 0.4 1.0X
+OffHeap 2 2
0 1992.3 0.5 0.7X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 21
0 3143.6 0.3 1.0X
-OffHeap 126 126
0 531.7 1.9 0.2X
+OnHeap 24 24
0 2787.1 0.4 1.0X
+OffHeap 33 33
0 2034.2 0.5 0.7X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 108.1 9.3 1.0X
-OffHeap 0 0
0 92.7 10.8 0.9X
+OnHeap 0 0
0 95.7 10.4 1.0X
+OffHeap 0 0
0 73.6 13.6 0.8X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 671.4 1.5 1.0X
-OffHeap 0 0
0 518.8 1.9 0.8X
+OnHeap 0 0
0 636.6 1.6 1.0X
+OffHeap 0 0
0 294.2 3.4 0.5X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2117.7 0.5 1.0X
-OffHeap 0 0
0 1265.8 0.8 0.6X
+OnHeap 0 0
0 1941.2 0.5 1.0X
+OffHeap 0 0
0 443.7 2.3 0.2X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2923.4 0.3 1.0X
-OffHeap 0 0
0 1549.3 0.6 0.5X
+OnHeap 0 0
0 2605.2 0.4 1.0X
+OffHeap 1 1
0 466.1 2.1 0.2X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3062.8 0.3 1.0X
-OffHeap 3 3
0 1580.4 0.6 0.5X
+OnHeap 2 2
0 2740.7 0.4 1.0X
+OffHeap 9 9
0 461.1 2.2 0.2X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 22
0 3126.5 0.3 1.0X
-OffHeap 42 42
0 1587.4 0.6 0.5X
+OnHeap 24 24
0 2787.5 0.4 1.0X
+OffHeap 142 142
0 473.2 2.1 0.2X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 100.2 10.0 1.0X
-OffHeap 0 0
0 75.4 13.3 0.8X
+OnHeap 0 0
0 92.5 10.8 1.0X
+OffHeap 0 0
0 58.7 17.0 0.6X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 647.9 1.5 1.0X
-OffHeap 0 0
0 308.8 3.2 0.5X
+OnHeap 0 0
0 554.2 1.8 1.0X
+OffHeap 0 0
0 273.0 3.7 0.5X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2117.0 0.5 1.0X
-OffHeap 0 0
0 467.5 2.1 0.2X
+OnHeap 0 0
0 1172.3 0.9 1.0X
+OffHeap 0 0
0 468.6 2.1 0.4X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2918.5 0.3 1.0X
-OffHeap 1 1
0 529.5 1.9 0.2X
+OnHeap 0 0
0 1372.2 0.7 1.0X
+OffHeap 0 0
0 17345.6 0.1 12.6X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3083.6 0.3 1.0X
-OffHeap 8 8
0 525.8 1.9 0.2X
+OnHeap 3 3
0 1407.0 0.7 1.0X
+OffHeap 0 0
0 37753.5 0.0 26.8X
-OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 21
0 3152.7 0.3 1.0X
-OffHeap 125 126
0 534.9 1.9 0.2X
+OnHeap 48 48
0 1408.8 0.7 1.0X
+OffHeap 2 2
0 43484.6 0.0 30.9X
+
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 94.2 10.6 1.0X
+OffHeap 0 0
0 89.6 11.2 1.0X
+
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 541.3 1.8 1.0X
+OffHeap 0 0
0 521.7 1.9 1.0X
+
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 1145.8 0.9 1.0X
+OffHeap 0 0
0 1162.5 0.9 1.0X
+
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 1373.5 0.7 1.0X
+OffHeap 0 0
0 1369.7 0.7 1.0X
+
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 3 3
0 1407.5 0.7 1.0X
+OffHeap 3 3
0 1407.1 0.7 1.0X
+
+OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 48 48
0 1410.4 0.7 1.0X
+OffHeap 48 48
0 1410.3 0.7 1.0X
diff --git
a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-results.txt
b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-results.txt
index ca4dbb491539..6fa056d62ba8 100644
--- a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-results.txt
+++ b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-results.txt
@@ -3,255 +3,297 @@ WritableColumnVector bulk fill
================================================================================================
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 410.6 2.4 1.0X
-OffHeap 0 0
0 276.2 3.6 0.7X
+OnHeap 0 0
0 527.0 1.9 1.0X
+OffHeap 0 0
0 369.0 2.7 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 1434.7 0.7 1.0X
-OffHeap 0 0
0 1616.1 0.6 1.1X
+OnHeap 0 0
0 1961.7 0.5 1.0X
+OffHeap 0 0
0 1343.2 0.7 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2803.9 0.4 1.0X
-OffHeap 0 0
0 2842.8 0.4 1.0X
+OnHeap 0 0
0 3330.3 0.3 1.0X
+OffHeap 0 0
0 3328.6 0.3 1.0X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 3041.4 0.3 1.0X
-OffHeap 0 0
0 20236.5 0.0 6.7X
+OnHeap 0 0
0 1801.4 0.6 1.0X
+OffHeap 0 0
0 26642.0 0.0 14.8X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3133.4 0.3 1.0X
-OffHeap 0 0
0 40173.8 0.0 12.8X
+OnHeap 2 2
0 1815.9 0.6 1.0X
+OffHeap 0 0
0 51468.9 0.0 28.3X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBooleans (boolean) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 21
0 3145.6 0.3 1.0X
-OffHeap 1 1
0 50338.2 0.0 16.0X
+OnHeap 19 19
0 3592.2 0.3 1.0X
+OffHeap 1 1
0 57532.7 0.0 16.0X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 168.7 5.9 1.0X
-OffHeap 0 0
0 189.3 5.3 1.1X
+OnHeap 0 0
0 234.0 4.3 1.0X
+OffHeap 0 0
0 245.2 4.1 1.0X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 1080.2 0.9 1.0X
-OffHeap 0 0
0 864.4 1.2 0.8X
+OnHeap 0 0
0 1473.9 0.7 1.0X
+OffHeap 0 0
0 1341.0 0.7 0.9X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2593.8 0.4 1.0X
-OffHeap 0 0
0 1421.8 0.7 0.5X
+OnHeap 0 0
0 3110.2 0.3 1.0X
+OffHeap 0 0
0 3029.6 0.3 1.0X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2997.7 0.3 1.0X
-OffHeap 0 0
0 18259.6 0.1 6.1X
+OnHeap 0 0
0 3438.4 0.3 1.0X
+OffHeap 0 0
0 24508.6 0.0 7.1X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 3 3
0 1591.4 0.6 1.0X
-OffHeap 0 0
0 40100.4 0.0 25.2X
+OnHeap 1 1
0 3564.1 0.3 1.0X
+OffHeap 0 0
0 49898.3 0.0 14.0X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putBytes (byte) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 42 42
0 1593.2 0.6 1.0X
-OffHeap 1 1
0 50028.8 0.0 31.4X
+OnHeap 19 19
0 3595.3 0.3 1.0X
+OffHeap 1 1
0 57106.2 0.0 15.9X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 147.1 6.8 1.0X
-OffHeap 0 0
0 129.6 7.7 0.9X
+OnHeap 0 0
0 175.4 5.7 1.0X
+OffHeap 0 0
0 160.3 6.2 0.9X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 857.1 1.2 1.0X
-OffHeap 0 0
0 836.1 1.2 1.0X
+OnHeap 0 0
0 1048.8 1.0 1.0X
+OffHeap 0 0
0 1052.8 0.9 1.0X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2413.0 0.4 1.0X
-OffHeap 0 0
0 2331.2 0.4 1.0X
+OnHeap 0 0
0 2848.9 0.4 1.0X
+OffHeap 0 0
0 2749.5 0.4 1.0X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2973.5 0.3 1.0X
-OffHeap 0 0
0 2957.7 0.3 1.0X
+OnHeap 0 0
0 3401.6 0.3 1.0X
+OffHeap 0 0
0 3358.3 0.3 1.0X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3107.5 0.3 1.0X
-OffHeap 1 1
0 3105.3 0.3 1.0X
+OnHeap 1 1
0 3568.4 0.3 1.0X
+OffHeap 1 1
0 3551.8 0.3 1.0X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putShorts (short) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 22
1 3154.3 0.3 1.0X
-OffHeap 21 21
0 3145.2 0.3 1.0X
+OnHeap 19 19
0 3600.0 0.3 1.0X
+OffHeap 19 19
0 3589.7 0.3 1.0X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 153.9 6.5 1.0X
-OffHeap 0 0
0 92.7 10.8 0.6X
+OnHeap 0 0
0 170.7 5.9 1.0X
+OffHeap 0 0
0 123.2 8.1 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 893.7 1.1 1.0X
-OffHeap 0 0
0 618.1 1.6 0.7X
+OnHeap 0 0
0 1052.7 0.9 1.0X
+OffHeap 0 0
0 778.3 1.3 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2413.0 0.4 1.0X
-OffHeap 0 0
0 2695.3 0.4 1.1X
+OnHeap 0 0
0 2848.9 0.4 1.0X
+OffHeap 0 0
0 2100.7 0.5 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2940.0 0.3 1.0X
-OffHeap 0 0
0 5336.1 0.2 1.8X
+OnHeap 0 0
0 3359.2 0.3 1.0X
+OffHeap 0 0
0 2285.5 0.4 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3097.0 0.3 1.0X
-OffHeap 1 1
0 6240.5 0.2 2.0X
+OnHeap 1 1
0 3556.8 0.3 1.0X
+OffHeap 2 2
0 2251.7 0.4 0.6X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putInts (int) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 21
0 3144.7 0.3 1.0X
-OffHeap 11 11
1 6387.9 0.2 2.0X
+OnHeap 19 19
0 3594.3 0.3 1.0X
+OffHeap 31 31
0 2199.8 0.5 0.6X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 145.6 6.9 1.0X
-OffHeap 0 0
0 95.4 10.5 0.7X
+OnHeap 0 0
0 171.3 5.8 1.0X
+OffHeap 0 0
0 108.8 9.2 0.6X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 863.5 1.2 1.0X
-OffHeap 0 0
0 632.9 1.6 0.7X
+OnHeap 0 0
0 1052.8 0.9 1.0X
+OffHeap 0 0
0 778.3 1.3 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2413.0 0.4 1.0X
-OffHeap 0 0
0 2075.4 0.5 0.9X
+OnHeap 0 0
0 2848.9 0.4 1.0X
+OffHeap 0 0
0 2100.8 0.5 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2939.0 0.3 1.0X
-OffHeap 0 0
0 2923.1 0.3 1.0X
+OnHeap 0 0
0 3347.2 0.3 1.0X
+OffHeap 0 0
0 2257.4 0.4 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3066.8 0.3 1.0X
-OffHeap 1 1
0 3063.4 0.3 1.0X
+OnHeap 1 1
0 3525.4 0.3 1.0X
+OffHeap 2 2
0 2208.7 0.5 0.6X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putLongs (long) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 22
0 3125.9 0.3 1.0X
-OffHeap 22 22
0 3116.3 0.3 1.0X
+OnHeap 19 19
0 3592.5 0.3 1.0X
+OffHeap 31 31
0 2198.2 0.5 0.6X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 128.6 7.8 1.0X
-OffHeap 0 0
0 92.7 10.8 0.7X
+OnHeap 0 0
0 152.6 6.6 1.0X
+OffHeap 0 0
0 112.0 8.9 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 762.8 1.3 1.0X
-OffHeap 0 0
0 518.8 1.9 0.7X
+OnHeap 0 0
0 951.2 1.1 1.0X
+OffHeap 0 0
0 671.6 1.5 0.7X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2305.8 0.4 1.0X
-OffHeap 0 0
0 1258.2 0.8 0.5X
+OnHeap 0 0
0 2781.1 0.4 1.0X
+OffHeap 0 0
0 1487.2 0.7 0.5X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 2928.8 0.3 1.0X
-OffHeap 0 0
0 1543.5 0.6 0.5X
+OnHeap 0 0
0 3354.9 0.3 1.0X
+OffHeap 0 0
0 19822.6 0.1 5.9X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 1 1
0 3106.4 0.3 1.0X
-OffHeap 3 3
0 1587.6 0.6 0.5X
+OnHeap 1 1
0 3566.6 0.3 1.0X
+OffHeap 0 0
0 47694.0 0.0 13.4X
OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
putNulls ((no value)) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 21 21
0 3150.1 0.3 1.0X
-OffHeap 42 42
0 1593.1 0.6 0.5X
+OnHeap 19 19
0 3601.3 0.3 1.0X
+OffHeap 1 1
0 56536.2 0.0 15.7X
+
+OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 157.6 6.3 1.0X
+OffHeap 0 0
0 108.7 9.2 0.7X
+
+OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 923.3 1.1 1.0X
+OffHeap 0 0
0 758.1 1.3 0.8X
+
+OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=64: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 1619.4 0.6 1.0X
+OffHeap 0 0
0 2412.1 0.4 1.5X
+
+OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=512: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 0 0
0 1766.1 0.6 1.0X
+OffHeap 0 0
0 3322.9 0.3 1.9X
+
+OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 2 2
0 1812.1 0.6 1.0X
+OffHeap 1 1
0 3545.6 0.3 2.0X
+
+OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+AMD EPYC 9V74 80-Core Processor
+putNotNulls ((no value)) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
+------------------------------------------------------------------------------------------------------------------------
+OnHeap 37 37
0 1818.7 0.5 1.0X
+OffHeap 19 19
0 3587.4 0.3 2.0X
diff --git
a/sql/core/src/test/scala/org/apache/spark/sql/execution/vectorized/WritableColumnVectorBulkFillBenchmark.scala
b/sql/core/src/test/scala/org/apache/spark/sql/execution/vectorized/WritableColumnVectorBulkFillBenchmark.scala
index 59528831d65d..0d654030b527 100644
---
a/sql/core/src/test/scala/org/apache/spark/sql/execution/vectorized/WritableColumnVectorBulkFillBenchmark.scala
+++
b/sql/core/src/test/scala/org/apache/spark/sql/execution/vectorized/WritableColumnVectorBulkFillBenchmark.scala
@@ -150,6 +150,23 @@ object WritableColumnVectorBulkFillBenchmark extends
BenchmarkBase {
() => new OffHeapColumnVector(CAPACITY, IntegerType),
(v, n) => v.putNulls(0, n),
(v, idx) => intSink = if (v.isNullAt(idx)) 1 else 0)
+
+ // putNotNulls(rowId, count) -- the inverse of putNulls; called from
+ // WritableColumnVector.reset() once per batch. It early-outs unless
numNulls > 0,
+ // so the factories seed one null before measurement begins.
+ runFor("putNotNulls", "(no value)",
+ () => {
+ val v = new OnHeapColumnVector(CAPACITY, IntegerType)
+ v.putNull(0)
+ v
+ },
+ () => {
+ val v = new OffHeapColumnVector(CAPACITY, IntegerType)
+ v.putNull(0)
+ v
+ },
+ (v, n) => v.putNotNulls(0, n),
+ (v, idx) => intSink = if (v.isNullAt(idx)) 1 else 0)
}
}
}
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