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perf(arrow-select): add take_record_batch_unchecked to skip redundant bounds checks - #10945

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Rich-T-kid wants to merge 6 commits into
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Rich-T-kid:rich-T-kid/introduce-take_record_batch_unchecked
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perf(arrow-select): add take_record_batch_unchecked to skip redundant bounds checks#10945
Rich-T-kid wants to merge 6 commits into
apache:mainfrom
Rich-T-kid:rich-T-kid/introduce-take_record_batch_unchecked

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@Rich-T-kid

@Rich-T-kid Rich-T-kid commented Sep 1, 2026

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#10945 <- here, this PR is stacked on top of #10944
#10944

Which issue does this PR close?

Rationale for this change

take_record_batch previously called take per column, which always runs a bounds check on every index even when the caller already knows the indices are valid. For workloads doing repeated record batch takes with pre-validated indices — such as sort, merge, or filter pipelines — this check is redundant and measurable overhead. Benchmarks show ~13% speedup on primitive-column batches at 1024 rows when the check is skipped.
Image 9-1-26 at 2 28 PM

What changes are included in this PR?

  • Introduces pub unsafe fn take_record_batch_unchecked which bypasses index bounds checking by dispatching through take_impl::<_, false> directly

Are these changes tested?

yes, existing test + miri

Are there any user-facing changes?

new take_record_batch_unchecked() method.

@github-actions github-actions Bot added arrow Changes to the arrow crate arrow-select labels Sep 1, 2026
@Rich-T-kid Rich-T-kid changed the title Rich t kid/introduce take record batch unchecked perf(arrow-select): add take_record_batch_unchecked to skip redundant bounds checks Sep 1, 2026
@Rich-T-kid

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run benchmark take_kernel

@adriangbot

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🤖 Arrow criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5498580695-2065-v7jf2 6.12.94+ #1 SMP Fri Jul 17 09:42:57 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected

Comparing rich-T-kid/introduce-take_record_batch_unchecked (47e2de0) to 27a6a40 (merge-base) diff

Run configuration
run benchmark take_kernel

BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench take_kernel
Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot

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Benchmark for this request failed before finishing (Kubernetes reason: BackoffLimitExceeded).

Benchmarks requested: take_kernel

Kubernetes message
Job has reached the specified backoff limit

File an issue against this benchmark runner

@Rich-T-kid

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run benchmark take_kernel

@adriangbot

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🤖 Arrow criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5499301598-2066-x9drv 6.12.94+ #1 SMP Fri Jul 17 09:42:57 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected

Comparing rich-T-kid/introduce-take_record_batch_unchecked (47e2de0) to 27a6a40 (merge-base) diff

Run configuration
run benchmark take_kernel

BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench take_kernel
Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot

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Benchmark for this request failed before finishing (Kubernetes reason: BackoffLimitExceeded).

Benchmarks requested: take_kernel

Kubernetes message
Job has reached the specified backoff limit

File an issue against this benchmark runner

Comment thread arrow-select/src/take.rs Outdated
.map(|c| take(c, indices, None))
.collect::<Result<Vec<_>, _>>()?;
RecordBatch::try_new(record_batch.schema(), columns)
unsafe { take_record_batch_unchecked(record_batch, indices) }

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i think this is only safe when doing it on subsequent columns after the first column; the idea being that after doing (checked) take on the first column, we know for the next columns all indices are within bounds (otherwise wouldve panicked) since invariant of record batch is all columns are of same length

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ah this is my mistake, was rushing when I pushed this and forgot to revert this. this was only placed here to compare the existing benchmarks.

the point of introducing the unsafe take_record_batch_unchecked was to allow users to opt into the unsafe code clearly, forcing them to add in unsafe blocks to their code.

will remove

@Rich-T-kid Rich-T-kid Sep 2, 2026

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ill push the update after we can view the benchmark results, from @adriangbot

@Jefffrey

Jefffrey commented Sep 2, 2026

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seems like take kernels are too big by now to run all at once; we'll need to run with filters 🤔

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run benchmark take_kernel
env:
BENCH_FILTER: record batch

@adriangbot

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🤖 Arrow criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5503165150-2075-25gpc 6.12.94+ #1 SMP Fri Jul 17 09:42:57 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected

Comparing rich-T-kid/introduce-take_record_batch_unchecked (47e2de0) to 27a6a40 (merge-base) diff

Run configuration
run benchmark take_kernel
env:
  BENCH_FILTER: "record batch"

BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench take_kernel
Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot

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Benchmark for this request failed before finishing (Kubernetes reason: BackoffLimitExceeded).

Benchmarks requested: take_kernel

Kubernetes message
Job has reached the specified backoff limit

File an issue against this benchmark runner

@Rich-T-kid

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run benchmark take_kernel
env:
BENCH_FILTER: take_record_batch

@adriangbot

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Hi @Rich-T-kid, your benchmark configuration could not be parsed (#10945 (comment)).

Error: invalid configuration: unknown field BENCH_FILTER, expected one of env, baseline, changed at line 2 column 1

Usage:

run benchmark <name>           # run specific benchmark(s)
run benchmarks                 # run default suite
run benchmarks <name1> <name2> # run specific benchmarks

Any benchmark name is accepted: bench.sh suite names (e.g. tpch, clickbench_partitioned, wide_schema) and Criterion bench targets (e.g. sql_planner) are resolved automatically. A name that matches neither fails on the runner.

Per-side configuration (run benchmark tpch followed by):

env:
# shared env is inherited by BOTH the build and the run, so build
# flags go here. Builds default to no debuginfo for speed; opt back
# in for hung-job gdb dumps and cap jobs to stay within memory:
CARGO_PROFILE_RELEASE_DEBUG: "1"
CARGO_BUILD_JOBS: "1"
baseline:
ref: v45.0.0
env:
# per-side env only reaches the benchmark run, not the build
DATAFUSION_RUNTIME_MEMORY_LIMIT: 1G
changed:
ref: v46.0.0
env:
DATAFUSION_RUNTIME_MEMORY_LIMIT: 2G

File an issue against this benchmark runner

@Rich-T-kid

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run benchmark take_kernel
env:
BENCH_FILTER: take_record_batch

@adriangbot

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🤖 Arrow criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5503236972-2076-csjjw 6.12.94+ #1 SMP Fri Jul 17 09:42:57 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected

Comparing rich-T-kid/introduce-take_record_batch_unchecked (47e2de0) to 27a6a40 (merge-base) diff

Run configuration
run benchmark take_kernel
env:
  BENCH_FILTER: "take_record_batch"

BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench take_kernel
Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot

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Benchmark for this request failed before finishing (Kubernetes reason: BackoffLimitExceeded).

Benchmarks requested: take_kernel

Kubernetes message
Job has reached the specified backoff limit

File an issue against this benchmark runner

@Rich-T-kid

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Contributor Author

run benchmark take_kernel
env:
BENCH_FILTER: take_record_batch

@adriangbot

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🤖 Arrow criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5503740178-2077-gghns 6.12.94+ #1 SMP Fri Jul 17 09:42:57 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected

Comparing rich-T-kid/introduce-take_record_batch_unchecked (47e2de0) to 27a6a40 (merge-base) diff

Run configuration
run benchmark take_kernel
env:
  BENCH_FILTER: "take_record_batch"

BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench take_kernel
Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot

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Benchmark for this request failed before finishing (Kubernetes reason: BackoffLimitExceeded).

Benchmarks requested: take_kernel

Kubernetes message
Job has reached the specified backoff limit

File an issue against this benchmark runner

@Rich-T-kid
Rich-T-kid force-pushed the rich-T-kid/introduce-take_record_batch_unchecked branch from 47e2de0 to 176446c Compare September 2, 2026 03:13
@Rich-T-kid

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show benchmark queue

@adriangbot

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Hi @Rich-T-kid, you asked to view the benchmark queue (#10945 (comment)).

No pending jobs.


File an issue against this benchmark runner

@Rich-T-kid

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run benchmark take_kernel
env:
BENCH_FILTER: take_record_batch

@adriangbot

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🤖 Arrow criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5504289314-2078-znlns 6.12.94+ #1 SMP Fri Jul 17 09:42:57 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected

Comparing rich-T-kid/introduce-take_record_batch_unchecked (176446c) to 6e728ce (merge-base) diff

Run configuration
run benchmark take_kernel
env:
  BENCH_FILTER: "take_record_batch"

BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench take_kernel
Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot

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Benchmark for this request failed before finishing (Kubernetes reason: BackoffLimitExceeded).

Benchmarks requested: take_kernel

Kubernetes message
Job has reached the specified backoff limit

File an issue against this benchmark runner

@Rich-T-kid

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Contributor Author

run benchmark take_kernel
env:
BENCH_FILTER: take_record_batch

@adriangbot

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🤖 Arrow criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5510098487-2081-zx4gw 6.12.94+ #1 SMP Fri Jul 17 09:42:57 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected

Comparing rich-T-kid/introduce-take_record_batch_unchecked (03d57b2) to 027b45f (merge-base) diff

Run configuration
run benchmark take_kernel
env:
  BENCH_FILTER: "take_record_batch"

BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench take_kernel
Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot

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Benchmark for this request failed before finishing (Kubernetes reason: BackoffLimitExceeded).

Benchmarks requested: take_kernel

Kubernetes message
Job has reached the specified backoff limit

File an issue against this benchmark runner

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arrow Changes to the arrow crate arrow-select performance

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Reduce bound checks in take kernels

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