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viirya 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 e75543df1258 [SPARK-57111][SQL] Use intrinsic bulk-fill APIs for
putNotNulls
e75543df1258 is described below
commit e75543df1258b9989e2533bd8d31eaa0e206df8f
Author: Liang-Chi Hsieh <[email protected]>
AuthorDate: Thu May 28 13:00:47 2026 -0700
[SPARK-57111][SQL] Use intrinsic bulk-fill APIs for putNotNulls
### What changes were proposed in this pull request?
Follow-up to #56072 (SPARK-57024) and #56082 (SPARK-57036).
`WritableColumnVector.putNotNulls(rowId, count)` clears a run of the
nulls bitmap. It is called once per batch from
`WritableColumnVector.reset()` (when `numNulls > 0`) and from the
`appendNotNulls()` path. Both OnHeap and OffHeap implementations are
per-element byte loops — the same degenerate pattern that SPARK-57024
fixed for `putNulls` and SPARK-57036 fixed for `putBytes` / `putBooleans`.
This change applies the same intrinsic substitutions:
| Method | Substitution |
| --- | --- |
| `OnHeapColumnVector.putNotNulls(rowId, count)` | `Arrays.fill(byte[],
..., (byte) 0)` |
| `OffHeapColumnVector.putNotNulls(rowId, count)` |
`Platform.setMemory(addr, (byte) 0, count)` with small-count fallback |
The OffHeap variant reuses the existing `SET_MEMORY_THRESHOLD = 128`
constant introduced for `putNulls` in SPARK-57024. Below the threshold,
an inline byte loop avoids the JNI fixed cost of `Unsafe.setMemory`; at
or above, `setMemory` dominates.
Also extends `WritableColumnVectorBulkFillBenchmark` (added in
SPARK-57042 / #56084, extended for `putNulls` in SPARK-57036 / #56082)
with a `putNotNulls` case mirroring the existing `putNulls` case, so
this change has direct before/after numbers in the benchmark.
### Why are the changes needed?
`putNotNulls` runs once per batch in the vectorized reader path
(`WritableColumnVector.reset()` is called from `ColumnarBatch.close()`
and via `releaseColumns()`, both of which happen at batch boundaries).
The original per-byte loop is meaningfully slower than a `memset` for
the typical batch capacity (4096 elements).
Measured on Apple M4 Max + OpenJDK 21 via
`WritableColumnVectorBulkFillBenchmark` (the `putNotNulls` case added
by this PR), Rate (M elements/s):
| count | OnHeap baseline | OnHeap patched | OffHeap baseline | OffHeap
patched | OffHeap delta |
| ------: | --------------: | -------------: | ---------------: |
--------------: | ------------: |
| 1 | 228 | 228 | 182 | 218
| +20% |
| 8 | 1,548 | 1,524 | 647 | 1,404
| +117% (within small-count fallback) |
| 64 | 11,651 | 11,155 | 990 | 3,480
| +3.5x (still below threshold; JIT noise) |
| 512 | 27,060 | 26,491 | 1,055 | 12,205
| **+11.6x** |
| 4,096 | 78,952 | 80,531 | 1,029 | 30,784
| **+29.9x** |
| 65,536 | 241,689 | 238,644 | 1,000 | 42,647
| **+42.7x** |
OnHeap is at parity across the count sweep: the C2 compiler already
auto-vectorizes the original byte loop near the byte memory-bandwidth
ceiling on this hardware, so `Arrays.fill` adds no measurable
throughput; the change is kept for idiomatic consistency with the
other byte-fill methods (`putNulls`, `putBytes`, `putBooleans`) which
all use `Arrays.fill`.
GHA `Run benchmarks` numbers will land on this PR shortly via the
auto-commit workflow (same flow as #56072 / #56082).
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Existing tests; no behavior change. Ran locally:
- `VectorizedRleValuesReaderSuite`
- `ColumnVectorSuite`
- `ColumnarBatchSuite`
- `ParquetIOSuite`
237 tests, all pass.
### Was this patch authored or co-authored using generative AI tooling?
Generated-by: Claude Code (Claude Opus 4.7)
Closes #56156 from viirya/SPARK-57111.
Authored-by: Liang-Chi Hsieh <[email protected]>
Signed-off-by: Liang-Chi Hsieh <[email protected]>
(cherry picked from commit d9bfbc5f3812e67f65dddf75a93abd610f78f6e3)
Signed-off-by: Liang-Chi Hsieh <[email protected]>
---
...ColumnVectorBulkFillBenchmark-jdk21-results.txt | 334 ++++++++++-----------
...ColumnVectorBulkFillBenchmark-jdk25-results.txt | 252 ++++++++--------
...itableColumnVectorBulkFillBenchmark-results.txt | 252 ++++++++--------
.../execution/vectorized/OffHeapColumnVector.java | 24 +-
.../execution/vectorized/OnHeapColumnVector.java | 4 +-
5 files changed, 434 insertions(+), 432 deletions(-)
diff --git
a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk21-results.txt
b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk21-results.txt
index 6456bed72727..d25390b05ddc 100644
---
a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk21-results.txt
+++
b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk21-results.txt
@@ -2,298 +2,298 @@
WritableColumnVector bulk fill
================================================================================================
-OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 9V74 80-Core Processor
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-Core Processor
putBooleans (boolean) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
OnHeap 0 0
0 412.2 2.4 1.0X
-OffHeap 0 0
0 394.9 2.5 1.0X
+OffHeap 0 0
0 377.2 2.7 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 1632.8 0.6 1.1X
+OnHeap 0 0
0 1431.9 0.7 1.0X
+OffHeap 0 0
0 1222.1 0.8 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2586.6 0.4 1.0X
-OffHeap 0 0
0 2550.2 0.4 1.0X
+OnHeap 0 0
0 2803.9 0.4 1.0X
+OffHeap 0 0
0 1514.9 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2701.3 0.4 1.0X
-OffHeap 0 0
0 19325.0 0.1 7.2X
+OnHeap 0 0
0 3041.6 0.3 1.0X
+OffHeap 0 0
0 20244.3 0.0 6.7X
-OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 9V74 80-Core Processor
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2776.8 0.4 1.0X
-OffHeap 0 0
0 39185.2 0.0 14.1X
+OnHeap 1 1
0 3114.5 0.3 1.0X
+OffHeap 0 0
0 40351.2 0.0 13.0X
-OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 9V74 80-Core Processor
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2787.9 0.4 1.0X
-OffHeap 2 2
0 44303.2 0.0 15.9X
+OnHeap 21 21
0 3146.3 0.3 1.0X
+OffHeap 1 1
0 50285.0 0.0 16.0X
-OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 9V74 80-Core Processor
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-Core Processor
putBytes (byte) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 188.3 5.3 1.0X
-OffHeap 0 0
0 158.8 6.3 0.8X
+OnHeap 0 0
0 161.0 6.2 1.0X
+OffHeap 0 0
0 170.1 5.9 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 1173.6 0.9 1.0X
-OffHeap 0 0
0 849.4 1.2 0.7X
+OnHeap 0 0
0 1126.4 0.9 1.0X
+OffHeap 0 0
0 996.0 1.0 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2480.6 0.4 1.0X
-OffHeap 0 0
0 1331.2 0.8 0.5X
+OnHeap 0 0
0 2626.1 0.4 1.0X
+OffHeap 0 0
0 2530.5 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2676.7 0.4 1.0X
-OffHeap 0 0
0 18703.9 0.1 7.0X
+OnHeap 0 0
0 3008.2 0.3 1.0X
+OffHeap 0 0
0 19733.1 0.1 6.6X
-OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 9V74 80-Core Processor
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2772.6 0.4 1.0X
-OffHeap 0 0
0 39243.8 0.0 14.2X
+OnHeap 1 1
0 3099.7 0.3 1.0X
+OffHeap 0 0
0 40088.9 0.0 12.9X
-OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 9V74 80-Core Processor
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2788.2 0.4 1.0X
-OffHeap 2 2
0 44300.3 0.0 15.9X
+OnHeap 21 21
0 3143.8 0.3 1.0X
+OffHeap 1 1
0 50075.3 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-Core Processor
putShorts (short) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 130.1 7.7 1.0X
-OffHeap 0 0
0 102.4 9.8 0.8X
+OnHeap 0 0
0 140.6 7.1 1.0X
+OffHeap 0 0
0 108.1 9.3 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-Core Processor
putShorts (short) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 763.8 1.3 1.0X
-OffHeap 0 0
0 588.5 1.7 0.8X
+OnHeap 0 0
0 809.6 1.2 1.0X
+OffHeap 0 0
0 632.4 1.6 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2212.3 0.5 1.0X
-OffHeap 0 0
0 1208.5 0.8 0.5X
+OnHeap 0 0
0 2358.1 0.4 1.0X
+OffHeap 0 0
0 1330.6 0.8 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2625.8 0.4 1.0X
-OffHeap 0 0
0 1377.4 0.7 0.5X
+OnHeap 0 0
0 2947.2 0.3 1.0X
+OffHeap 0 0
0 1553.6 0.6 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2773.7 0.4 1.0X
-OffHeap 3 3
0 1407.6 0.7 0.5X
+OnHeap 1 1
0 3107.7 0.3 1.0X
+OffHeap 3 3
0 1588.8 0.6 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-Core Processor
putShorts (short) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 24 24
1 2794.1 0.4 1.0X
-OffHeap 48 48
1 1409.4 0.7 0.5X
+OnHeap 21 21
0 3153.4 0.3 1.0X
+OffHeap 42 42
0 1592.4 0.6 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-Core Processor
putInts (int) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 106.0 9.4 1.0X
-OffHeap 0 0
0 79.7 12.5 0.8X
+OnHeap 0 0
0 140.8 7.1 1.0X
+OffHeap 0 0
0 77.2 13.0 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-Core Processor
putInts (int) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 763.8 1.3 1.0X
-OffHeap 0 0
0 294.3 3.4 0.4X
+OnHeap 0 0
0 836.1 1.2 1.0X
+OffHeap 0 0
0 308.8 3.2 0.4X
-OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 9V74 80-Core Processor
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2212.3 0.5 1.0X
-OffHeap 0 0
0 440.6 2.3 0.2X
+OnHeap 0 0
0 2384.8 0.4 1.0X
+OffHeap 0 0
0 472.9 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2626.6 0.4 1.0X
-OffHeap 1 1
0 401.7 2.5 0.2X
+OnHeap 0 0
0 2922.4 0.3 1.0X
+OffHeap 1 1
0 453.2 2.2 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2767.7 0.4 1.0X
-OffHeap 9 9
0 473.3 2.1 0.2X
+OnHeap 1 1
0 3108.7 0.3 1.0X
+OffHeap 8 8
0 527.7 1.9 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2788.4 0.4 1.0X
-OffHeap 142 142
0 473.6 2.1 0.2X
+OnHeap 21 21
0 3150.1 0.3 1.0X
+OffHeap 133 133
0 504.5 2.0 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-Core Processor
putLongs (long) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 106.0 9.4 1.0X
-OffHeap 0 0
0 84.4 11.8 0.8X
+OnHeap 0 0
0 111.7 9.0 1.0X
+OffHeap 0 0
0 83.2 12.0 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-Core Processor
putLongs (long) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 661.8 1.5 1.0X
-OffHeap 0 0
0 478.4 2.1 0.7X
+OnHeap 0 0
0 682.0 1.5 1.0X
+OffHeap 0 0
0 529.6 1.9 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 1974.6 0.5 1.0X
-OffHeap 0 0
0 1148.1 0.9 0.6X
+OnHeap 0 0
0 2139.1 0.5 1.0X
+OffHeap 0 0
0 1242.9 0.8 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2605.6 0.4 1.0X
-OffHeap 0 0
0 1365.9 0.7 0.5X
+OnHeap 0 0
0 2926.1 0.3 1.0X
+OffHeap 0 0
0 1542.1 0.6 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2744.1 0.4 1.0X
-OffHeap 3 3
0 1397.2 0.7 0.5X
+OnHeap 1 1
0 3071.3 0.3 1.0X
+OffHeap 3 3
0 1579.9 0.6 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-Core Processor
putLongs (long) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 24 24
1 2789.8 0.4 1.0X
-OffHeap 48 49
4 1407.8 0.7 0.5X
+OnHeap 22 22
0 3117.5 0.3 1.0X
+OffHeap 42 42
0 1585.2 0.6 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 95.4 10.5 1.0X
-OffHeap 0 0
0 66.7 15.0 0.7X
+OnHeap 0 0
0 98.1 10.2 1.0X
+OffHeap 0 0
0 63.6 15.7 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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
0 620.7 1.6 1.0X
-OffHeap 0 0
0 478.4 2.1 0.8X
+OnHeap 0 0
0 647.9 1.5 1.0X
+OffHeap 0 0
0 304.8 3.3 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 1933.2 0.5 1.0X
-OffHeap 0 0
0 1733.1 0.6 0.9X
+OnHeap 0 0
0 2074.7 0.5 1.0X
+OffHeap 0 0
0 463.4 2.2 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2596.1 0.4 1.0X
-OffHeap 0 0
0 13000.3 0.1 5.0X
+OnHeap 0 0
0 2923.2 0.3 1.0X
+OffHeap 0 0
0 14687.6 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2760.9 0.4 1.0X
-OffHeap 0 0
0 34880.4 0.0 12.6X
+OnHeap 1 1
0 3093.8 0.3 1.0X
+OffHeap 0 0
0 36784.7 0.0 11.9X
-OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 9V74 80-Core Processor
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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 2785.2 0.4 1.0X
-OffHeap 2 2
0 43781.3 0.0 15.7X
+OnHeap 21 21
0 3145.9 0.3 1.0X
+OffHeap 1 1
0 49323.8 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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
+OnHeap 0 0
0 101.2 9.9 1.0X
+OffHeap 0 0
0 66.2 15.1 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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
+OnHeap 0 0
0 631.9 1.6 1.0X
+OffHeap 0 0
0 303.3 3.3 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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
+OnHeap 0 0
0 2034.0 0.5 1.0X
+OffHeap 0 0
0 465.4 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
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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
+OnHeap 0 0
0 2913.4 0.3 1.0X
+OffHeap 0 0
0 14185.7 0.1 4.9X
-OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 9V74 80-Core Processor
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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
+OnHeap 1 1
0 3100.7 0.3 1.0X
+OffHeap 0 0
0 36768.3 0.0 11.9X
-OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1013-azure
-AMD EPYC 9V74 80-Core Processor
+OpenJDK 64-Bit Server VM 21.0.11+10-LTS on Linux 6.17.0-1015-azure
+AMD EPYC 7763 64-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
+OnHeap 21 22
2 3153.0 0.3 1.0X
+OffHeap 1 1
0 49509.1 0.0 15.7X
diff --git
a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk25-results.txt
b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk25-results.txt
index 0ac2d9c4ea82..9404990ae734 100644
---
a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk25-results.txt
+++
b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-jdk25-results.txt
@@ -3,297 +3,297 @@ WritableColumnVector bulk fill
================================================================================================
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-Core Processor
putBooleans (boolean) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 426.0 2.3 1.0X
-OffHeap 0 0
0 450.5 2.2 1.1X
+OnHeap 0 0
0 429.5 2.3 1.0X
+OffHeap 0 0
0 473.2 2.1 1.1X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 1526.1 0.7 1.0X
-OffHeap 0 0
0 1272.2 0.8 0.8X
+OnHeap 0 0
0 1519.9 0.7 1.0X
+OffHeap 0 0
0 1437.2 0.7 0.9X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2622.8 0.4 1.0X
-OffHeap 0 0
0 1391.7 0.7 0.5X
+OnHeap 0 0
0 2841.7 0.4 1.0X
+OffHeap 0 0
0 1549.0 0.6 0.5X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2736.8 0.4 1.0X
-OffHeap 0 0
0 27180.7 0.0 9.9X
+OnHeap 0 0
0 3075.4 0.3 1.0X
+OffHeap 0 0
0 30162.7 0.0 9.8X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2780.4 0.4 1.0X
-OffHeap 0 0
0 41934.2 0.0 15.1X
+OnHeap 1 1
0 3138.5 0.3 1.0X
+OffHeap 0 0
0 46036.1 0.0 14.7X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2791.6 0.4 1.0X
-OffHeap 1 2
0 44784.3 0.0 16.0X
+OnHeap 21 21
0 3153.2 0.3 1.0X
+OffHeap 1 1
0 50368.0 0.0 16.0X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-Core Processor
putBytes (byte) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 182.9 5.5 1.0X
-OffHeap 0 0
0 190.8 5.2 1.0X
+OnHeap 0 0
0 168.1 5.9 1.0X
+OffHeap 0 0
0 201.6 5.0 1.2X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-Core Processor
putBytes (byte) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 882.4 1.1 1.0X
-OffHeap 0 0
0 1040.8 1.0 1.2X
+OnHeap 0 0
0 1176.7 0.8 1.0X
+OffHeap 0 0
0 1126.4 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
+AMD EPYC 7763 64-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 1331.1 0.8 1.0X
-OffHeap 0 0
0 2353.9 0.4 1.8X
+OnHeap 0 0
0 2626.1 0.4 1.0X
+OffHeap 0 0
0 2561.3 0.4 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
+AMD EPYC 7763 64-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 1391.8 0.7 1.0X
-OffHeap 0 0
0 28220.9 0.0 20.3X
+OnHeap 0 0
0 3041.6 0.3 1.0X
+OffHeap 0 0
0 31910.4 0.0 10.5X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 1409.9 0.7 1.0X
-OffHeap 0 0
0 41980.8 0.0 29.8X
+OnHeap 1 1
0 3134.8 0.3 1.0X
+OffHeap 0 0
0 47612.2 0.0 15.2X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-Core Processor
putBytes (byte) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 48 48
0 1410.1 0.7 1.0X
-OffHeap 1 2
0 44877.9 0.0 31.8X
+OnHeap 21 21
0 3151.5 0.3 1.0X
+OffHeap 1 1
0 50400.6 0.0 16.0X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-Core Processor
putShorts (short) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 119.3 8.4 1.0X
-OffHeap 0 0
0 102.3 9.8 0.9X
+OnHeap 0 0
0 129.6 7.7 1.0X
+OffHeap 0 0
0 115.6 8.6 0.9X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-Core Processor
putShorts (short) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 716.3 1.4 1.0X
-OffHeap 0 0
0 654.9 1.5 0.9X
+OnHeap 0 0
0 785.5 1.3 1.0X
+OffHeap 0 0
0 740.6 1.4 0.9X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2177.6 0.5 1.0X
-OffHeap 0 0
0 2017.2 0.5 0.9X
+OnHeap 0 0
0 2331.2 0.4 1.0X
+OffHeap 0 0
0 2231.1 0.4 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
+AMD EPYC 7763 64-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 2633.6 0.4 1.0X
-OffHeap 0 0
0 2605.6 0.4 1.0X
+OnHeap 0 0
0 2959.9 0.3 1.0X
+OffHeap 0 0
0 2873.3 0.3 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
+AMD EPYC 7763 64-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 2770.5 0.4 1.0X
-OffHeap 2 2
0 2763.1 0.4 1.0X
+OnHeap 1 1
0 3104.6 0.3 1.0X
+OffHeap 1 1
0 3093.6 0.3 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
+AMD EPYC 7763 64-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 2791.9 0.4 1.0X
-OffHeap 24 24
0 2786.8 0.4 1.0X
+OnHeap 21 21
0 3150.3 0.3 1.0X
+OffHeap 21 21
0 3143.3 0.3 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
+AMD EPYC 7763 64-Core Processor
putInts (int) count=1: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 124.5 8.0 1.0X
-OffHeap 0 0
0 77.6 12.9 0.6X
+OnHeap 0 0
0 140.8 7.1 1.0X
+OffHeap 0 0
0 73.7 13.6 0.5X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-Core Processor
putInts (int) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 739.6 1.4 1.0X
-OffHeap 0 0
0 546.4 1.8 0.7X
+OnHeap 0 0
0 836.0 1.2 1.0X
+OffHeap 0 0
0 324.2 3.1 0.4X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2193.7 0.5 1.0X
-OffHeap 0 0
0 1624.2 0.6 0.7X
+OnHeap 0 0
0 2384.9 0.4 1.0X
+OffHeap 0 0
0 468.1 2.1 0.2X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2600.8 0.4 1.0X
-OffHeap 0 0
0 1926.8 0.5 0.7X
+OnHeap 0 0
0 2918.2 0.3 1.0X
+OffHeap 1 1
0 529.2 1.9 0.2X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2765.2 0.4 1.0X
-OffHeap 2 2
0 1992.3 0.5 0.7X
+OnHeap 1 1
0 3097.3 0.3 1.0X
+OffHeap 8 8
0 535.2 1.9 0.2X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2787.1 0.4 1.0X
-OffHeap 33 33
0 2034.2 0.5 0.7X
+OnHeap 21 21
0 3146.5 0.3 1.0X
+OffHeap 126 126
0 532.9 1.9 0.2X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 95.7 10.4 1.0X
-OffHeap 0 0
0 73.6 13.6 0.8X
+OnHeap 0 0
0 108.1 9.3 1.0X
+OffHeap 0 0
0 83.2 12.0 0.8X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-Core Processor
putLongs (long) count=8: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 0 0
0 636.6 1.6 1.0X
-OffHeap 0 0
0 294.2 3.4 0.5X
+OnHeap 0 0
0 671.9 1.5 1.0X
+OffHeap 0 0
0 341.3 2.9 0.5X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 1941.2 0.5 1.0X
-OffHeap 0 0
0 443.7 2.3 0.2X
+OnHeap 0 0
0 2117.0 0.5 1.0X
+OffHeap 0 0
0 503.8 2.0 0.2X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2605.2 0.4 1.0X
-OffHeap 1 1
0 466.1 2.1 0.2X
+OnHeap 0 0
0 2913.3 0.3 1.0X
+OffHeap 1 1
0 524.7 1.9 0.2X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2740.7 0.4 1.0X
-OffHeap 9 9
0 461.1 2.2 0.2X
+OnHeap 1 1
0 3063.6 0.3 1.0X
+OffHeap 8 8
0 534.9 1.9 0.2X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 2787.5 0.4 1.0X
-OffHeap 142 142
0 473.2 2.1 0.2X
+OnHeap 21 22
0 3128.4 0.3 1.0X
+OffHeap 127 127
0 529.8 1.9 0.2X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 92.5 10.8 1.0X
-OffHeap 0 0
0 58.7 17.0 0.6X
+OnHeap 0 0
0 93.5 10.7 1.0X
+OffHeap 0 0
0 58.6 17.1 0.6X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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
0 554.2 1.8 1.0X
-OffHeap 0 0
0 273.0 3.7 0.5X
+OnHeap 0 0
0 589.6 1.7 1.0X
+OffHeap 0 0
0 290.0 3.4 0.5X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 1172.3 0.9 1.0X
-OffHeap 0 0
0 468.6 2.1 0.4X
+OnHeap 0 0
0 1281.4 0.8 1.0X
+OffHeap 0 0
0 489.6 2.0 0.4X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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 1372.2 0.7 1.0X
-OffHeap 0 0
0 17345.6 0.1 12.6X
+OnHeap 0 0
0 1550.7 0.6 1.0X
+OffHeap 0 0
0 18797.7 0.1 12.1X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-Core Processor
putNulls ((no value)) count=4096: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 3 3
0 1407.0 0.7 1.0X
-OffHeap 0 0
0 37753.5 0.0 26.8X
+OnHeap 3 3
0 1588.0 0.6 1.0X
+OffHeap 0 0
0 42545.9 0.0 26.8X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-Core Processor
putNulls ((no value)) count=65536: Best Time(ms) Avg Time(ms)
Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
-OnHeap 48 48
0 1408.8 0.7 1.0X
-OffHeap 2 2
0 43484.6 0.0 30.9X
+OnHeap 42 42
0 1592.5 0.6 1.0X
+OffHeap 1 1
0 48779.8 0.0 30.6X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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
+OnHeap 0 0
0 100.2 10.0 1.0X
+OffHeap 0 0
0 90.1 11.1 0.9X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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
+OnHeap 0 0
0 632.4 1.6 1.0X
+OffHeap 0 0
0 617.1 1.6 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
+AMD EPYC 7763 64-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
+OnHeap 0 0
0 2074.7 0.5 1.0X
+OffHeap 0 0
0 2074.7 0.5 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
+AMD EPYC 7763 64-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
+OnHeap 0 0
0 2923.2 0.3 1.0X
+OffHeap 0 0
0 19332.2 0.1 6.6X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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
+OnHeap 1 1
0 3090.5 0.3 1.0X
+OffHeap 0 0
0 42429.3 0.0 13.7X
OpenJDK 64-Bit Server VM 25.0.3+9-LTS on Linux 6.17.0-1015-azure
-AMD EPYC 9V74 80-Core Processor
+AMD EPYC 7763 64-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
+OnHeap 21 21
0 3149.5 0.3 1.0X
+OffHeap 1 1
0 49672.9 0.0 15.8X
diff --git
a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-results.txt
b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-results.txt
index 6fa056d62ba8..d25e6f2c8b39 100644
--- a/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-results.txt
+++ b/sql/core/benchmarks/WritableColumnVectorBulkFillBenchmark-results.txt
@@ -2,298 +2,298 @@
WritableColumnVector bulk fill
================================================================================================
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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
0 527.0 1.9 1.0X
-OffHeap 0 0
0 369.0 2.7 0.7X
+OnHeap 0 0
0 408.9 2.4 1.0X
+OffHeap 0 0
0 288.9 3.5 0.7X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 1961.7 0.5 1.0X
-OffHeap 0 0
0 1343.2 0.7 0.7X
+OnHeap 0 0
0 1523.2 0.7 1.0X
+OffHeap 0 0
0 1523.2 0.7 1.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3330.3 0.3 1.0X
-OffHeap 0 0
0 3328.6 0.3 1.0X
+OnHeap 0 0
0 2586.5 0.4 1.0X
+OffHeap 0 0
0 2578.3 0.4 1.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 1801.4 0.6 1.0X
-OffHeap 0 0
0 26642.0 0.0 14.8X
+OnHeap 0 0
0 2701.2 0.4 1.0X
+OffHeap 0 0
0 19777.0 0.1 7.3X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 2 2
0 1815.9 0.6 1.0X
-OffHeap 0 0
0 51468.9 0.0 28.3X
+OnHeap 2 2
0 2777.8 0.4 1.0X
+OffHeap 0 0
0 39438.7 0.0 14.2X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 19 19
0 3592.2 0.3 1.0X
-OffHeap 1 1
0 57532.7 0.0 16.0X
+OnHeap 24 24
0 2791.5 0.4 1.0X
+OffHeap 2 2
0 44624.1 0.0 16.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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
0 234.0 4.3 1.0X
-OffHeap 0 0
0 245.2 4.1 1.0X
+OnHeap 0 0
0 181.9 5.5 1.0X
+OffHeap 0 0
0 184.6 5.4 1.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 1473.9 0.7 1.0X
-OffHeap 0 0
0 1341.0 0.7 0.9X
+OnHeap 0 0
0 1145.7 0.9 1.0X
+OffHeap 0 0
0 1042.1 1.0 0.9X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3110.2 0.3 1.0X
-OffHeap 0 0
0 3029.6 0.3 1.0X
+OnHeap 0 0
0 2416.5 0.4 1.0X
+OffHeap 0 0
0 2353.9 0.4 1.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3438.4 0.3 1.0X
-OffHeap 0 0
0 24508.6 0.0 7.1X
+OnHeap 0 0
0 2676.5 0.4 1.0X
+OffHeap 0 0
0 19288.8 0.1 7.2X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3564.1 0.3 1.0X
-OffHeap 0 0
0 49898.3 0.0 14.0X
+OnHeap 2 2
0 2775.3 0.4 1.0X
+OffHeap 0 0
0 39059.7 0.0 14.1X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 19 19
0 3595.3 0.3 1.0X
-OffHeap 1 1
0 57106.2 0.0 15.9X
+OnHeap 24 24
0 2790.7 0.4 1.0X
+OffHeap 2 2
0 44435.8 0.0 15.9X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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
0 175.4 5.7 1.0X
-OffHeap 0 0
0 160.3 6.2 0.9X
+OnHeap 0 0
0 131.6 7.6 1.0X
+OffHeap 0 0
0 124.5 8.0 0.9X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 1048.8 1.0 1.0X
-OffHeap 0 0
0 1052.8 0.9 1.0X
+OnHeap 0 0
0 817.2 1.2 1.0X
+OffHeap 0 0
0 818.8 1.2 1.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 2848.9 0.4 1.0X
-OffHeap 0 0
0 2749.5 0.4 1.0X
+OnHeap 0 0
0 2213.0 0.5 1.0X
+OffHeap 0 0
0 2135.7 0.5 1.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3401.6 0.3 1.0X
-OffHeap 0 0
0 3358.3 0.3 1.0X
+OnHeap 0 0
0 2633.0 0.4 1.0X
+OffHeap 0 0
0 2596.3 0.4 1.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3568.4 0.3 1.0X
-OffHeap 1 1
0 3551.8 0.3 1.0X
+OnHeap 2 2
0 2771.3 0.4 1.0X
+OffHeap 2 2
0 2759.5 0.4 1.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 19 19
0 3600.0 0.3 1.0X
-OffHeap 19 19
0 3589.7 0.3 1.0X
+OnHeap 24 24
0 2791.0 0.4 1.0X
+OffHeap 24 24
0 2783.0 0.4 1.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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
0 170.7 5.9 1.0X
-OffHeap 0 0
0 123.2 8.1 0.7X
+OnHeap 0 0
0 132.6 7.5 1.0X
+OffHeap 0 0
0 84.4 11.8 0.6X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 1052.7 0.9 1.0X
-OffHeap 0 0
0 778.3 1.3 0.7X
+OnHeap 0 0
0 818.0 1.2 1.0X
+OffHeap 0 0
0 620.7 1.6 0.8X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 2848.9 0.4 1.0X
-OffHeap 0 0
0 2100.7 0.5 0.7X
+OnHeap 0 0
0 2213.0 0.5 1.0X
+OffHeap 0 0
0 2455.5 0.4 1.1X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3359.2 0.3 1.0X
-OffHeap 0 0
0 2285.5 0.4 0.7X
+OnHeap 0 0
0 2587.1 0.4 1.0X
+OffHeap 0 0
0 4574.9 0.2 1.8X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3556.8 0.3 1.0X
-OffHeap 2 2
0 2251.7 0.4 0.6X
+OnHeap 2 2
0 2766.7 0.4 1.0X
+OffHeap 1 1
0 5530.9 0.2 2.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 19 19
0 3594.3 0.3 1.0X
-OffHeap 31 31
0 2199.8 0.5 0.6X
+OnHeap 24 24
0 2790.2 0.4 1.0X
+OffHeap 12 12
0 5652.5 0.2 2.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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
0 171.3 5.8 1.0X
-OffHeap 0 0
0 108.8 9.2 0.6X
+OnHeap 0 0
0 132.6 7.5 1.0X
+OffHeap 0 0
0 84.4 11.8 0.6X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 1052.8 0.9 1.0X
-OffHeap 0 0
0 778.3 1.3 0.7X
+OnHeap 0 0
0 813.9 1.2 1.0X
+OffHeap 0 0
0 637.6 1.6 0.8X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 2848.9 0.4 1.0X
-OffHeap 0 0
0 2100.8 0.5 0.7X
+OnHeap 0 0
0 2213.0 0.5 1.0X
+OffHeap 0 0
0 2510.0 0.4 1.1X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3347.2 0.3 1.0X
-OffHeap 0 0
0 2257.4 0.4 0.7X
+OnHeap 0 0
0 2600.9 0.4 1.0X
+OffHeap 0 0
0 4574.0 0.2 1.8X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3525.4 0.3 1.0X
-OffHeap 2 2
0 2208.7 0.5 0.6X
+OnHeap 2 2
0 2733.1 0.4 1.0X
+OffHeap 1 1
0 5370.1 0.2 2.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 19 19
0 3592.5 0.3 1.0X
-OffHeap 31 31
0 2198.2 0.5 0.6X
+OnHeap 24 24
0 2790.0 0.4 1.0X
+OffHeap 12 12
0 5633.2 0.2 2.0X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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
0 152.6 6.6 1.0X
-OffHeap 0 0
0 112.0 8.9 0.7X
+OnHeap 0 0
0 118.5 8.4 1.0X
+OffHeap 0 0
0 82.0 12.2 0.7X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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
0 951.2 1.1 1.0X
-OffHeap 0 0
0 671.6 1.5 0.7X
+OnHeap 0 0
0 674.9 1.5 1.0X
+OffHeap 0 0
0 588.5 1.7 0.9X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 2781.1 0.4 1.0X
-OffHeap 0 0
0 1487.2 0.7 0.5X
+OnHeap 0 0
0 1249.8 0.8 1.0X
+OffHeap 0 0
0 1874.5 0.5 1.5X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3354.9 0.3 1.0X
-OffHeap 0 0
0 19822.6 0.1 5.9X
+OnHeap 0 0
0 2600.6 0.4 1.0X
+OffHeap 0 0
0 14688.8 0.1 5.6X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 3566.6 0.3 1.0X
-OffHeap 0 0
0 47694.0 0.0 13.4X
+OnHeap 2 2
0 2762.3 0.4 1.0X
+OffHeap 0 0
0 36662.9 0.0 13.3X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 19 19
0 3601.3 0.3 1.0X
-OffHeap 1 1
0 56536.2 0.0 15.7X
+OnHeap 24 24
0 2785.5 0.4 1.0X
+OffHeap 2 2
0 43888.1 0.0 15.8X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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
0 157.6 6.3 1.0X
-OffHeap 0 0
0 108.7 9.2 0.7X
+OnHeap 0 0
0 118.3 8.5 1.0X
+OffHeap 0 0
0 86.9 11.5 0.7X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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
0 923.3 1.1 1.0X
-OffHeap 0 0
0 758.1 1.3 0.8X
+OnHeap 0 0
0 739.0 1.4 1.0X
+OffHeap 0 0
0 604.1 1.7 0.8X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 1619.4 0.6 1.0X
-OffHeap 0 0
0 2412.1 0.4 1.5X
+OnHeap 0 0
0 2160.4 0.5 1.0X
+OffHeap 0 0
0 1893.4 0.5 0.9X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 1766.1 0.6 1.0X
-OffHeap 0 0
0 3322.9 0.3 1.9X
+OnHeap 0 0
0 1380.0 0.7 1.0X
+OffHeap 0 0
0 15370.1 0.1 11.1X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 2 2
0 1812.1 0.6 1.0X
-OffHeap 1 1
0 3545.6 0.3 2.0X
+OnHeap 3 3
0 1408.8 0.7 1.0X
+OffHeap 0 0
0 33700.8 0.0 23.9X
-OpenJDK 64-Bit Server VM 17.0.19+10-LTS on Linux 6.17.0-1013-azure
+OpenJDK 64-Bit Server VM 17.0.19+10-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 37 37
0 1818.7 0.5 1.0X
-OffHeap 19 19
0 3587.4 0.3 2.0X
+OnHeap 48 48
0 1410.1 0.7 1.0X
+OffHeap 2 2
0 43906.5 0.0 31.1X
diff --git
a/sql/core/src/main/java/org/apache/spark/sql/execution/vectorized/OffHeapColumnVector.java
b/sql/core/src/main/java/org/apache/spark/sql/execution/vectorized/OffHeapColumnVector.java
index e9d4ac8aa8d6..3bf3a4870ddb 100644
---
a/sql/core/src/main/java/org/apache/spark/sql/execution/vectorized/OffHeapColumnVector.java
+++
b/sql/core/src/main/java/org/apache/spark/sql/execution/vectorized/OffHeapColumnVector.java
@@ -33,13 +33,13 @@ public final class OffHeapColumnVector extends
WritableColumnVector {
private static final boolean bigEndianPlatform =
ByteOrder.nativeOrder().equals(ByteOrder.BIG_ENDIAN);
- // Below this count, byte-fill methods (putBytes / putBooleans / putNulls)
write bytes in
- // an inline loop. At or above this count, they call Platform.setMemory
which lowers to a
- // native memset. The JNI fixed cost of setMemory dominates for very short
fills; on the
- // benchmarked hardware (Apple M4 Max + OpenJDK 21) the crossover sits
between 64 and
- // 512, so 128 is a conservative choice that avoids regression at small
counts (common
- // for random null patterns where RLE runs are short) while retaining the
bulk of the
- // asymptotic gain.
+ // Below this count, byte-fill methods (putBytes / putBooleans / putNulls /
putNotNulls)
+ // write bytes in an inline loop. At or above this count, they call
Platform.setMemory
+ // which lowers to a native memset. The JNI fixed cost of setMemory
dominates for very
+ // short fills; on the benchmarked hardware (Apple M4 Max + OpenJDK 21) the
crossover
+ // sits between 64 and 512, so 128 is a conservative choice that avoids
regression at
+ // small counts (common for random null patterns where RLE runs are short)
while
+ // retaining the bulk of the asymptotic gain.
private static final int SET_MEMORY_THRESHOLD = 128;
/**
@@ -142,9 +142,13 @@ public final class OffHeapColumnVector extends
WritableColumnVector {
@Override
public void putNotNulls(int rowId, int count) {
if (!hasNull()) return;
- long offset = nulls + rowId;
- for (int i = 0; i < count; ++i, ++offset) {
- Platform.putByte(null, offset, (byte) 0);
+ if (count < SET_MEMORY_THRESHOLD) {
+ long offset = nulls + rowId;
+ for (int i = 0; i < count; ++i, ++offset) {
+ Platform.putByte(null, offset, (byte) 0);
+ }
+ } else {
+ Platform.setMemory(nulls + rowId, (byte) 0, count);
}
}
diff --git
a/sql/core/src/main/java/org/apache/spark/sql/execution/vectorized/OnHeapColumnVector.java
b/sql/core/src/main/java/org/apache/spark/sql/execution/vectorized/OnHeapColumnVector.java
index 146c4b1bf3eb..4adbd2712d27 100644
---
a/sql/core/src/main/java/org/apache/spark/sql/execution/vectorized/OnHeapColumnVector.java
+++
b/sql/core/src/main/java/org/apache/spark/sql/execution/vectorized/OnHeapColumnVector.java
@@ -123,9 +123,7 @@ public final class OnHeapColumnVector extends
WritableColumnVector {
@Override
public void putNotNulls(int rowId, int count) {
if (!hasNull()) return;
- for (int i = 0; i < count; ++i) {
- nulls[rowId + i] = (byte)0;
- }
+ Arrays.fill(nulls, rowId, rowId + count, (byte) 0);
}
@Override
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