Use BooleanArray::has_true/has_false for short-circuit checks

[Dandandan]

Which issue does this PR close?

N/A - minor optimization

Rationale for this change

BooleanArray::has_true() and has_false() (added in arrow 58.1.0) can short-circuit on the first matching value instead of counting all set bits. This is more efficient when only checking for the presence/absence of true/false values.

What changes are included in this PR?

Replace true_count() == 0, true_count() > 0, false_count() == 0, true_count() == len, and false_count() == len patterns with has_true()/has_false() in 7 files where the actual count value is not needed:

• nested_loop_join.rs - 2 sites
• array_has.rs - 1 site
• metadata.rs - 5 sites
• replace.rs - 1 site
• sort_merge_join/filter.rs - 1 site
• array_contains.rs (spark) - 1 site
• case.rs - 2 sites: restructured CASE WHEN evaluation to use has_true() as a fast guard before true_count(). In multi-branch CASE expressions, later branches commonly match no rows, so short-circuiting avoids a full popcount in these cases.

Cases where the count is used as a value (arithmetic, passed to functions, etc.) are left unchanged.

Are these changes tested?

Existing tests cover these code paths.

Are there any user-facing changes?

No.

🤖 Generated with Claude Code

[Dandandan]

run benchmarks

[adriangbot]

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4183145312-724-49sqj 6.12.55+ #1 SMP Sun Feb 1 08:59:41 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 has-true-replace (d53febf) to 1e93a67 (merge-base) diff using: tpch
Results will be posted here when complete

---

File an issue against this benchmark runner

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4183145312-723-cq8j8 6.12.55+ #1 SMP Sun Feb 1 08:59:41 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 has-true-replace (d53febf) to 1e93a67 (merge-base) diff using: tpcds
Results will be posted here when complete

---

File an issue against this benchmark runner

[adriangbot]

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4183145312-722-7hz62 6.12.55+ #1 SMP Sun Feb 1 08:59:41 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 has-true-replace (d53febf) to 1e93a67 (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

---

File an issue against this benchmark runner

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🤖 Benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

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

Details

Comparing HEAD and has-true-replace
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                           HEAD ┃               has-true-replace ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1  │ 45.28 / 45.79 ±0.54 / 46.82 ms │ 45.00 / 47.17 ±1.65 / 49.59 ms │    no change │
│ QQuery 2  │ 20.88 / 21.13 ±0.17 / 21.38 ms │ 21.19 / 21.37 ±0.26 / 21.87 ms │    no change │
│ QQuery 3  │ 31.49 / 31.90 ±0.26 / 32.20 ms │ 31.62 / 31.90 ±0.37 / 32.62 ms │    no change │
│ QQuery 4  │ 20.14 / 21.37 ±0.78 / 22.57 ms │ 20.34 / 21.29 ±0.73 / 22.28 ms │    no change │
│ QQuery 5  │ 48.35 / 49.46 ±0.94 / 50.81 ms │ 48.45 / 49.58 ±1.67 / 52.91 ms │    no change │
│ QQuery 6  │ 16.92 / 17.75 ±1.32 / 20.37 ms │ 17.19 / 18.01 ±1.00 / 19.84 ms │    no change │
│ QQuery 7  │ 54.59 / 55.31 ±0.85 / 56.92 ms │ 54.91 / 55.60 ±0.84 / 57.24 ms │    no change │
│ QQuery 8  │ 47.40 / 48.13 ±0.45 / 48.66 ms │ 47.32 / 47.95 ±0.61 / 48.70 ms │    no change │
│ QQuery 9  │ 53.64 / 55.09 ±0.99 / 56.62 ms │ 53.41 / 55.06 ±1.07 / 56.31 ms │    no change │
│ QQuery 10 │ 70.92 / 72.75 ±2.57 / 77.82 ms │ 72.53 / 73.30 ±0.62 / 74.21 ms │    no change │
│ QQuery 11 │ 14.00 / 14.60 ±0.80 / 16.18 ms │ 14.13 / 14.50 ±0.52 / 15.53 ms │    no change │
│ QQuery 12 │ 27.32 / 27.58 ±0.28 / 28.02 ms │ 27.41 / 27.74 ±0.33 / 28.36 ms │    no change │
│ QQuery 13 │ 38.30 / 39.01 ±0.36 / 39.27 ms │ 38.81 / 39.48 ±0.56 / 40.23 ms │    no change │
│ QQuery 14 │ 28.08 / 28.47 ±0.22 / 28.76 ms │ 28.61 / 29.11 ±0.44 / 29.87 ms │    no change │
│ QQuery 15 │ 33.18 / 33.35 ±0.20 / 33.72 ms │ 33.22 / 33.58 ±0.25 / 33.91 ms │    no change │
│ QQuery 16 │ 15.83 / 16.09 ±0.16 / 16.29 ms │ 16.19 / 16.89 ±0.45 / 17.35 ms │ 1.05x slower │
│ QQuery 17 │ 73.01 / 74.10 ±1.02 / 75.47 ms │ 74.30 / 75.27 ±0.72 / 76.24 ms │    no change │
│ QQuery 18 │ 76.74 / 78.55 ±1.92 / 82.13 ms │ 77.02 / 78.83 ±0.97 / 79.87 ms │    no change │
│ QQuery 19 │ 37.13 / 37.54 ±0.22 / 37.75 ms │ 37.31 / 37.49 ±0.17 / 37.71 ms │    no change │
│ QQuery 20 │ 39.40 / 40.37 ±0.76 / 41.71 ms │ 39.64 / 41.17 ±1.40 / 43.59 ms │    no change │
│ QQuery 21 │ 62.76 / 64.11 ±1.19 / 66.04 ms │ 63.77 / 64.80 ±0.88 / 66.00 ms │    no change │
│ QQuery 22 │ 17.84 / 18.11 ±0.30 / 18.67 ms │ 17.95 / 18.47 ±0.62 / 19.65 ms │    no change │
└───────────┴────────────────────────────────┴────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary               ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)               │ 890.56ms │
│ Total Time (has-true-replace)   │ 898.56ms │
│ Average Time (HEAD)             │  40.48ms │
│ Average Time (has-true-replace) │  40.84ms │
│ Queries Faster                  │        0 │
│ Queries Slower                  │        1 │
│ Queries with No Change          │       21 │
│ Queries with Failure            │        0 │
└─────────────────────────────────┴──────────┘

Resource Usage

tpch — base (merge-base)

Metric	Value
Wall time	4.7s
Peak memory	4.0 GiB
Avg memory	3.6 GiB
CPU user	33.5s
CPU sys	2.6s
Disk read	0 B
Disk write	136.0 KiB

tpch — branch

Metric	Value
Wall time	4.7s
Peak memory	4.1 GiB
Avg memory	3.6 GiB
CPU user	33.6s
CPU sys	2.6s
Disk read	0 B
Disk write	72.0 KiB

---

File an issue against this benchmark runner

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🤖 Benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

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

Details

Comparing HEAD and has-true-replace
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                      has-true-replace ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.30 / 4.56 ±6.42 / 17.41 ms │          1.33 / 4.66 ±6.52 / 17.71 ms │     no change │
│ QQuery 1  │        14.36 / 14.62 ±0.17 / 14.84 ms │        14.29 / 14.86 ±0.32 / 15.18 ms │     no change │
│ QQuery 2  │        43.75 / 43.86 ±0.09 / 43.97 ms │        43.90 / 44.71 ±0.44 / 45.21 ms │     no change │
│ QQuery 3  │        42.68 / 44.35 ±1.17 / 45.87 ms │        43.21 / 44.92 ±1.10 / 46.54 ms │     no change │
│ QQuery 4  │     291.19 / 296.97 ±5.64 / 306.20 ms │    302.29 / 314.08 ±10.24 / 328.66 ms │  1.06x slower │
│ QQuery 5  │     348.70 / 354.24 ±6.24 / 363.59 ms │     353.69 / 362.06 ±4.99 / 366.80 ms │     no change │
│ QQuery 6  │          5.56 / 7.51 ±2.07 / 10.98 ms │           5.40 / 6.62 ±1.17 / 8.59 ms │ +1.13x faster │
│ QQuery 7  │        16.61 / 19.44 ±5.20 / 29.83 ms │        17.22 / 18.03 ±0.65 / 18.94 ms │ +1.08x faster │
│ QQuery 8  │    421.40 / 444.90 ±15.34 / 468.67 ms │    435.90 / 453.37 ±13.54 / 476.91 ms │     no change │
│ QQuery 9  │     658.54 / 665.77 ±7.10 / 679.30 ms │     662.69 / 669.04 ±4.43 / 675.69 ms │     no change │
│ QQuery 10 │       91.82 / 94.88 ±3.01 / 100.37 ms │        93.50 / 95.45 ±1.68 / 97.80 ms │     no change │
│ QQuery 11 │     104.47 / 105.95 ±1.40 / 108.47 ms │     105.76 / 107.15 ±0.87 / 108.50 ms │     no change │
│ QQuery 12 │     354.36 / 355.77 ±1.06 / 357.18 ms │     356.08 / 365.22 ±8.21 / 378.49 ms │     no change │
│ QQuery 13 │     465.39 / 477.24 ±8.68 / 491.11 ms │     479.72 / 488.37 ±6.30 / 496.31 ms │     no change │
│ QQuery 14 │     361.43 / 365.94 ±3.49 / 370.27 ms │     362.80 / 365.77 ±1.83 / 367.92 ms │     no change │
│ QQuery 15 │    370.69 / 388.23 ±13.72 / 406.59 ms │    375.55 / 395.04 ±23.26 / 439.04 ms │     no change │
│ QQuery 16 │    744.05 / 760.57 ±16.39 / 791.54 ms │     721.92 / 731.51 ±6.66 / 741.34 ms │     no change │
│ QQuery 17 │     737.29 / 741.70 ±5.01 / 751.26 ms │    747.61 / 782.16 ±31.72 / 833.60 ms │  1.05x slower │
│ QQuery 18 │  1403.08 / 1417.26 ±8.08 / 1425.15 ms │ 1429.55 / 1509.02 ±47.32 / 1564.16 ms │  1.06x slower │
│ QQuery 19 │        36.70 / 38.42 ±0.99 / 39.75 ms │        35.46 / 36.50 ±1.11 / 38.62 ms │     no change │
│ QQuery 20 │    716.12 / 727.15 ±14.14 / 752.09 ms │    726.37 / 740.53 ±23.67 / 787.58 ms │     no change │
│ QQuery 21 │     765.10 / 769.77 ±2.86 / 773.64 ms │    769.81 / 778.46 ±11.96 / 801.40 ms │     no change │
│ QQuery 22 │  1147.57 / 1151.90 ±4.44 / 1160.03 ms │  1142.16 / 1146.67 ±3.42 / 1151.15 ms │     no change │
│ QQuery 23 │ 3073.70 / 3112.01 ±28.02 / 3151.86 ms │ 3059.13 / 3089.13 ±15.84 / 3103.52 ms │     no change │
│ QQuery 24 │      99.29 / 103.94 ±3.98 / 109.80 ms │      99.28 / 102.05 ±2.09 / 105.35 ms │     no change │
│ QQuery 25 │     138.75 / 140.23 ±1.32 / 142.55 ms │     137.60 / 140.24 ±2.46 / 144.18 ms │     no change │
│ QQuery 26 │     102.92 / 104.32 ±1.17 / 106.38 ms │     101.76 / 104.10 ±1.90 / 106.40 ms │     no change │
│ QQuery 27 │     849.50 / 858.74 ±7.22 / 867.33 ms │     853.41 / 856.81 ±3.58 / 863.20 ms │     no change │
│ QQuery 28 │ 7715.56 / 7800.37 ±43.41 / 7832.93 ms │ 7722.61 / 7795.61 ±42.06 / 7845.90 ms │     no change │
│ QQuery 29 │        52.47 / 55.98 ±3.33 / 60.87 ms │        50.48 / 55.51 ±4.63 / 63.41 ms │     no change │
│ QQuery 30 │     368.97 / 376.25 ±4.94 / 382.74 ms │     362.66 / 369.74 ±4.82 / 374.27 ms │     no change │
│ QQuery 31 │    375.95 / 398.09 ±16.94 / 427.66 ms │     383.04 / 390.82 ±6.77 / 402.02 ms │     no change │
│ QQuery 32 │ 1045.57 / 1058.52 ±13.24 / 1081.42 ms │ 1047.56 / 1066.08 ±32.49 / 1130.98 ms │     no change │
│ QQuery 33 │  1501.70 / 1510.79 ±5.53 / 1517.20 ms │ 1490.29 / 1508.66 ±14.10 / 1525.33 ms │     no change │
│ QQuery 34 │ 1504.06 / 1520.73 ±10.80 / 1536.37 ms │ 1471.06 / 1488.10 ±17.60 / 1521.36 ms │     no change │
│ QQuery 35 │     410.95 / 415.60 ±4.98 / 423.66 ms │     382.54 / 389.85 ±4.14 / 394.80 ms │ +1.07x faster │
│ QQuery 36 │     115.87 / 124.17 ±5.37 / 130.88 ms │     124.48 / 126.39 ±1.32 / 128.34 ms │     no change │
│ QQuery 37 │        50.30 / 51.60 ±1.28 / 53.81 ms │        47.54 / 50.95 ±2.33 / 53.28 ms │     no change │
│ QQuery 38 │        75.40 / 77.71 ±1.43 / 79.75 ms │        77.16 / 78.44 ±0.75 / 79.51 ms │     no change │
│ QQuery 39 │     213.77 / 225.23 ±8.24 / 234.09 ms │     209.66 / 219.04 ±7.61 / 231.74 ms │     no change │
│ QQuery 40 │        23.98 / 26.70 ±3.02 / 31.61 ms │        25.92 / 27.45 ±1.99 / 31.05 ms │     no change │
│ QQuery 41 │        20.86 / 21.76 ±0.84 / 23.24 ms │        19.44 / 20.88 ±1.19 / 23.03 ms │     no change │
│ QQuery 42 │        20.62 / 21.07 ±0.36 / 21.64 ms │        19.32 / 19.75 ±0.44 / 20.60 ms │ +1.07x faster │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary               ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)               │ 27294.80ms │
│ Total Time (has-true-replace)   │ 27373.81ms │
│ Average Time (HEAD)             │   634.76ms │
│ Average Time (has-true-replace) │   636.60ms │
│ Queries Faster                  │          4 │
│ Queries Slower                  │          3 │
│ Queries with No Change          │         36 │
│ Queries with Failure            │          0 │
└─────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	137.6s
Peak memory	41.6 GiB
Avg memory	33.8 GiB
CPU user	1304.0s
CPU sys	84.6s
Disk read	0 B
Disk write	5.2 GiB

clickbench_partitioned — branch

Metric	Value
Wall time	138.1s
Peak memory	42.1 GiB
Avg memory	30.8 GiB
CPU user	1298.8s
CPU sys	90.9s
Disk read	0 B
Disk write	120.0 KiB

---

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[adriangbot]

🤖 Benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

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

Details

Comparing HEAD and has-true-replace
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                         has-true-replace ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │           42.92 / 44.15 ±0.96 / 45.89 ms │           42.64 / 43.47 ±0.92 / 45.27 ms │     no change │
│ QQuery 2  │        146.00 / 146.82 ±0.72 / 147.84 ms │        145.82 / 146.71 ±0.57 / 147.51 ms │     no change │
│ QQuery 3  │        113.30 / 114.78 ±1.30 / 117.01 ms │        113.78 / 114.41 ±0.40 / 114.87 ms │     no change │
│ QQuery 4  │    1325.87 / 1488.70 ±86.40 / 1565.87 ms │    1336.94 / 1364.70 ±18.89 / 1386.46 ms │ +1.09x faster │
│ QQuery 5  │        173.06 / 175.92 ±2.42 / 179.67 ms │        173.65 / 174.45 ±0.87 / 176.15 ms │     no change │
│ QQuery 6  │    1007.14 / 1055.34 ±31.17 / 1095.35 ms │    1065.40 / 1107.09 ±35.59 / 1165.09 ms │     no change │
│ QQuery 7  │        364.69 / 368.82 ±2.52 / 372.28 ms │        351.41 / 358.84 ±7.74 / 373.28 ms │     no change │
│ QQuery 8  │        117.85 / 119.88 ±1.42 / 121.74 ms │        116.35 / 117.01 ±0.39 / 117.58 ms │     no change │
│ QQuery 9  │        103.95 / 108.00 ±2.04 / 109.39 ms │        100.41 / 103.88 ±2.86 / 107.76 ms │     no change │
│ QQuery 10 │        110.23 / 111.97 ±1.22 / 113.40 ms │        105.57 / 107.31 ±0.97 / 108.37 ms │     no change │
│ QQuery 11 │     975.14 / 1041.19 ±56.62 / 1119.88 ms │     944.89 / 1032.21 ±66.02 / 1099.26 ms │     no change │
│ QQuery 12 │           46.56 / 47.67 ±1.06 / 49.66 ms │           48.82 / 50.67 ±1.36 / 52.01 ms │  1.06x slower │
│ QQuery 13 │        402.77 / 405.72 ±2.10 / 409.30 ms │        424.53 / 429.85 ±3.59 / 435.07 ms │  1.06x slower │
│ QQuery 14 │     1054.53 / 1059.44 ±3.38 / 1062.61 ms │     1022.31 / 1036.75 ±9.91 / 1050.60 ms │     no change │
│ QQuery 15 │           16.90 / 17.78 ±0.64 / 18.72 ms │           16.21 / 17.63 ±1.04 / 18.88 ms │     no change │
│ QQuery 16 │           42.07 / 42.86 ±0.99 / 44.56 ms │           40.38 / 41.28 ±0.63 / 42.30 ms │     no change │
│ QQuery 17 │        240.22 / 241.75 ±1.30 / 243.70 ms │        241.19 / 242.20 ±0.99 / 243.98 ms │     no change │
│ QQuery 18 │        129.79 / 130.32 ±0.65 / 131.56 ms │        127.81 / 129.52 ±1.54 / 132.16 ms │     no change │
│ QQuery 19 │        155.07 / 156.61 ±0.95 / 157.88 ms │        163.33 / 165.52 ±1.73 / 168.03 ms │  1.06x slower │
│ QQuery 20 │           13.65 / 14.34 ±0.49 / 14.95 ms │           15.26 / 15.69 ±0.48 / 16.33 ms │  1.09x slower │
│ QQuery 21 │           19.38 / 19.97 ±0.44 / 20.51 ms │           20.70 / 21.05 ±0.27 / 21.41 ms │  1.05x slower │
│ QQuery 22 │        493.13 / 496.74 ±3.52 / 502.66 ms │        527.74 / 531.77 ±3.17 / 535.30 ms │  1.07x slower │
│ QQuery 23 │       898.86 / 912.89 ±22.96 / 958.60 ms │      907.28 / 939.48 ±38.48 / 1004.97 ms │     no change │
│ QQuery 24 │        438.72 / 441.91 ±2.02 / 444.40 ms │        414.56 / 417.03 ±2.26 / 421.10 ms │ +1.06x faster │
│ QQuery 25 │        375.14 / 377.23 ±2.72 / 382.46 ms │        356.47 / 358.24 ±0.96 / 359.32 ms │ +1.05x faster │
│ QQuery 26 │           83.35 / 85.64 ±1.75 / 88.28 ms │           81.09 / 82.25 ±0.81 / 83.40 ms │     no change │
│ QQuery 27 │        346.12 / 355.95 ±8.20 / 367.56 ms │        347.41 / 348.97 ±1.65 / 352.06 ms │     no change │
│ QQuery 28 │        147.10 / 150.06 ±2.77 / 154.94 ms │        149.75 / 153.48 ±2.56 / 157.76 ms │     no change │
│ QQuery 29 │        296.77 / 300.69 ±2.85 / 304.69 ms │        314.90 / 316.94 ±1.55 / 318.90 ms │  1.05x slower │
│ QQuery 30 │           44.20 / 45.16 ±0.82 / 46.48 ms │           45.25 / 48.13 ±1.75 / 50.32 ms │  1.07x slower │
│ QQuery 31 │        171.05 / 173.38 ±2.41 / 177.99 ms │        178.30 / 181.58 ±1.96 / 183.68 ms │     no change │
│ QQuery 32 │           57.29 / 57.97 ±0.82 / 59.48 ms │           58.48 / 59.93 ±0.92 / 60.98 ms │     no change │
│ QQuery 33 │        139.69 / 142.37 ±1.37 / 143.40 ms │        147.38 / 148.80 ±1.40 / 151.25 ms │     no change │
│ QQuery 34 │        106.44 / 107.34 ±0.47 / 107.80 ms │        113.99 / 115.19 ±1.39 / 117.67 ms │  1.07x slower │
│ QQuery 35 │        107.61 / 108.62 ±0.90 / 110.22 ms │        114.88 / 116.47 ±1.52 / 118.47 ms │  1.07x slower │
│ QQuery 36 │        211.54 / 216.39 ±3.81 / 221.59 ms │        212.50 / 219.25 ±5.50 / 227.01 ms │     no change │
│ QQuery 37 │        173.85 / 177.37 ±3.00 / 180.86 ms │        175.26 / 178.29 ±3.68 / 185.50 ms │     no change │
│ QQuery 38 │           86.69 / 88.77 ±2.87 / 94.42 ms │           84.39 / 87.88 ±3.29 / 92.77 ms │     no change │
│ QQuery 39 │        126.13 / 128.58 ±1.73 / 131.24 ms │        124.35 / 128.72 ±2.36 / 131.07 ms │     no change │
│ QQuery 40 │        111.86 / 116.01 ±5.57 / 126.85 ms │        111.70 / 117.22 ±5.12 / 126.24 ms │     no change │
│ QQuery 41 │           14.40 / 16.01 ±1.15 / 17.31 ms │           13.98 / 14.79 ±0.74 / 15.87 ms │ +1.08x faster │
│ QQuery 42 │        106.61 / 108.44 ±0.98 / 109.45 ms │        106.73 / 109.32 ±1.88 / 111.64 ms │     no change │
│ QQuery 43 │           83.36 / 84.39 ±1.01 / 86.15 ms │           83.30 / 84.15 ±0.45 / 84.65 ms │     no change │
│ QQuery 44 │           11.94 / 12.45 ±0.47 / 13.06 ms │           11.86 / 12.16 ±0.34 / 12.67 ms │     no change │
│ QQuery 45 │           52.15 / 53.51 ±0.93 / 54.33 ms │           52.64 / 53.79 ±0.63 / 54.32 ms │     no change │
│ QQuery 46 │        231.05 / 232.90 ±1.35 / 234.59 ms │        231.45 / 232.60 ±0.74 / 233.35 ms │     no change │
│ QQuery 47 │        697.46 / 710.60 ±7.91 / 720.55 ms │        703.30 / 711.37 ±4.69 / 716.36 ms │     no change │
│ QQuery 48 │        284.89 / 288.18 ±3.65 / 294.62 ms │        282.45 / 290.87 ±4.36 / 294.50 ms │     no change │
│ QQuery 49 │        255.44 / 260.56 ±4.75 / 267.57 ms │        255.59 / 257.30 ±1.37 / 259.07 ms │     no change │
│ QQuery 50 │        252.76 / 258.00 ±3.45 / 262.77 ms │        226.53 / 231.44 ±5.88 / 240.61 ms │ +1.11x faster │
│ QQuery 51 │        192.30 / 195.49 ±4.03 / 202.61 ms │        183.73 / 187.00 ±1.65 / 188.14 ms │     no change │
│ QQuery 52 │        110.35 / 112.67 ±1.53 / 114.56 ms │        107.05 / 108.27 ±0.94 / 109.93 ms │     no change │
│ QQuery 53 │        105.57 / 106.98 ±1.41 / 109.58 ms │        102.01 / 103.36 ±1.44 / 106.11 ms │     no change │
│ QQuery 54 │        156.34 / 158.69 ±2.37 / 163.07 ms │        148.10 / 148.84 ±0.91 / 150.33 ms │ +1.07x faster │
│ QQuery 55 │        109.60 / 111.86 ±1.94 / 115.25 ms │        107.49 / 107.90 ±0.33 / 108.32 ms │     no change │
│ QQuery 56 │        143.80 / 145.47 ±1.45 / 147.82 ms │        138.97 / 140.62 ±1.14 / 142.44 ms │     no change │
│ QQuery 57 │        177.41 / 180.00 ±2.05 / 183.42 ms │        175.79 / 177.33 ±1.00 / 178.90 ms │     no change │
│ QQuery 58 │        291.81 / 297.17 ±6.87 / 310.42 ms │        303.17 / 315.78 ±7.73 / 326.92 ms │  1.06x slower │
│ QQuery 59 │        198.96 / 200.88 ±1.85 / 203.39 ms │        209.45 / 211.54 ±1.42 / 213.43 ms │  1.05x slower │
│ QQuery 60 │        143.30 / 144.44 ±1.28 / 146.52 ms │        149.55 / 151.48 ±1.38 / 153.74 ms │     no change │
│ QQuery 61 │        170.43 / 173.05 ±2.10 / 175.63 ms │        179.61 / 183.25 ±2.28 / 185.67 ms │  1.06x slower │
│ QQuery 62 │      932.81 / 990.61 ±39.34 / 1034.72 ms │      920.89 / 995.37 ±53.30 / 1074.65 ms │     no change │
│ QQuery 63 │        106.42 / 112.23 ±6.31 / 124.11 ms │        104.17 / 106.28 ±1.74 / 108.76 ms │ +1.06x faster │
│ QQuery 64 │       702.68 / 732.13 ±28.83 / 775.90 ms │       703.02 / 721.47 ±18.94 / 754.99 ms │     no change │
│ QQuery 65 │       250.66 / 265.74 ±13.75 / 285.25 ms │        284.57 / 285.75 ±1.14 / 287.79 ms │  1.08x slower │
│ QQuery 66 │       253.23 / 265.50 ±11.27 / 284.89 ms │        254.30 / 262.68 ±5.20 / 270.29 ms │     no change │
│ QQuery 67 │        341.80 / 348.87 ±6.55 / 360.20 ms │        343.73 / 349.31 ±6.10 / 357.43 ms │     no change │
│ QQuery 68 │        292.50 / 306.66 ±7.15 / 311.83 ms │       281.13 / 297.25 ±13.50 / 313.70 ms │     no change │
│ QQuery 69 │        101.03 / 102.36 ±1.27 / 104.68 ms │        102.09 / 103.94 ±1.41 / 105.47 ms │     no change │
│ QQuery 70 │        340.05 / 350.20 ±8.28 / 364.69 ms │       321.60 / 341.61 ±13.39 / 359.96 ms │     no change │
│ QQuery 71 │        133.65 / 135.98 ±2.19 / 138.90 ms │        138.56 / 140.79 ±1.44 / 142.99 ms │     no change │
│ QQuery 72 │       698.84 / 715.75 ±12.30 / 729.88 ms │        770.39 / 778.07 ±6.95 / 791.00 ms │  1.09x slower │
│ QQuery 73 │        102.62 / 104.80 ±2.81 / 110.21 ms │        102.20 / 106.90 ±3.52 / 112.48 ms │     no change │
│ QQuery 74 │       570.67 / 580.94 ±13.25 / 606.77 ms │        592.13 / 604.73 ±9.55 / 614.87 ms │     no change │
│ QQuery 75 │        278.95 / 282.20 ±2.45 / 284.72 ms │        278.13 / 280.27 ±2.45 / 285.02 ms │     no change │
│ QQuery 76 │        137.05 / 139.32 ±1.29 / 140.97 ms │        133.38 / 134.84 ±1.15 / 136.37 ms │     no change │
│ QQuery 77 │        193.72 / 195.91 ±2.27 / 198.71 ms │        187.66 / 191.18 ±2.66 / 195.22 ms │     no change │
│ QQuery 78 │        372.48 / 377.37 ±3.07 / 380.78 ms │        351.02 / 355.11 ±4.32 / 363.18 ms │ +1.06x faster │
│ QQuery 79 │        261.77 / 265.03 ±2.18 / 268.03 ms │        233.96 / 235.86 ±1.48 / 238.35 ms │ +1.12x faster │
│ QQuery 80 │        333.52 / 341.63 ±6.24 / 348.42 ms │        338.75 / 340.53 ±2.07 / 343.34 ms │     no change │
│ QQuery 81 │           26.52 / 27.42 ±0.55 / 28.24 ms │           28.06 / 29.47 ±0.73 / 30.07 ms │  1.07x slower │
│ QQuery 82 │        198.54 / 201.52 ±2.99 / 205.89 ms │        202.36 / 205.70 ±1.74 / 207.37 ms │     no change │
│ QQuery 83 │           39.27 / 41.32 ±1.93 / 44.89 ms │           42.68 / 43.52 ±0.89 / 44.90 ms │  1.05x slower │
│ QQuery 84 │           48.56 / 49.42 ±0.77 / 50.66 ms │           50.78 / 51.46 ±0.57 / 52.38 ms │     no change │
│ QQuery 85 │        145.52 / 148.13 ±1.88 / 150.22 ms │        152.10 / 156.79 ±3.20 / 162.03 ms │  1.06x slower │
│ QQuery 86 │           38.69 / 40.10 ±0.80 / 40.83 ms │           40.70 / 41.56 ±0.48 / 42.01 ms │     no change │
│ QQuery 87 │           83.48 / 88.38 ±4.69 / 96.73 ms │          95.63 / 99.37 ±4.55 / 108.02 ms │  1.12x slower │
│ QQuery 88 │         99.88 / 100.72 ±1.01 / 102.50 ms │        103.50 / 105.59 ±1.81 / 108.88 ms │     no change │
│ QQuery 89 │        116.16 / 119.47 ±2.14 / 121.81 ms │        120.40 / 122.45 ±1.83 / 125.34 ms │     no change │
│ QQuery 90 │           23.38 / 24.44 ±0.81 / 25.85 ms │           23.60 / 25.19 ±1.41 / 27.18 ms │     no change │
│ QQuery 91 │           62.09 / 65.03 ±1.78 / 67.34 ms │           65.12 / 66.17 ±0.97 / 67.62 ms │     no change │
│ QQuery 92 │           57.67 / 58.58 ±0.63 / 59.38 ms │           57.30 / 58.40 ±0.69 / 59.30 ms │     no change │
│ QQuery 93 │        192.42 / 194.36 ±1.69 / 197.23 ms │        190.45 / 194.11 ±2.18 / 196.44 ms │     no change │
│ QQuery 94 │           60.62 / 61.53 ±0.60 / 62.47 ms │           61.34 / 62.15 ±0.77 / 63.47 ms │     no change │
│ QQuery 95 │        135.92 / 137.30 ±0.92 / 138.28 ms │        133.05 / 134.31 ±1.01 / 135.36 ms │     no change │
│ QQuery 96 │           72.49 / 74.47 ±1.34 / 76.27 ms │           70.82 / 73.29 ±1.89 / 75.57 ms │     no change │
│ QQuery 97 │        129.77 / 132.50 ±1.62 / 134.59 ms │        130.62 / 132.49 ±1.80 / 135.80 ms │     no change │
│ QQuery 98 │        154.18 / 156.17 ±1.42 / 158.60 ms │        152.63 / 157.12 ±3.27 / 161.63 ms │     no change │
│ QQuery 99 │ 10856.62 / 10937.97 ±79.73 / 11078.76 ms │ 10797.59 / 10908.50 ±75.37 / 11008.04 ms │     no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary               ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)               │ 34518.93ms │
│ Total Time (has-true-replace)   │ 34502.62ms │
│ Average Time (HEAD)             │   348.68ms │
│ Average Time (has-true-replace) │   348.51ms │
│ Queries Faster                  │          9 │
│ Queries Slower                  │         19 │
│ Queries with No Change          │         71 │
│ Queries with Failure            │          0 │
└─────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	172.9s
Peak memory	5.5 GiB
Avg memory	4.7 GiB
CPU user	278.3s
CPU sys	18.5s
Disk read	0 B
Disk write	638.1 MiB

tpcds — branch

Metric	Value
Wall time	172.8s
Peak memory	5.9 GiB
Avg memory	4.8 GiB
CPU user	279.8s
CPU sys	18.7s
Disk read	0 B
Disk write	216.0 KiB

---

File an issue against this benchmark runner