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[fix conflicts]#21622

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Dandandan wants to merge 61 commits intoapache:mainfrom
Dandandan:dandandan/intermeidate-result-blocked-approach
Closed

[fix conflicts]#21622
Dandandan wants to merge 61 commits intoapache:mainfrom
Dandandan:dandandan/intermeidate-result-blocked-approach

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@Dandandan
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Summary

Details

This is a continuation of #15591 with upstream/main merged in and conflicts resolved.

Key conflict resolutions:

  • first_last.rs: Adopted upstream's refactored state::take_need, extreme_of_each_group_buf rename, and self.state.take() API
  • primitive.rs: Integrated upstream's hash short-circuit optimization (hash == h &&) into the blocked group index access pattern
  • array_agg.rs, state.rs, order/mod.rs: Added EmitTo::NextBlock arms to new upstream match expressions
  • row_hash.rs: Fixed block_size -> batch_size reference, fixed Box<dyn GroupValues> coercion
  • configs.md: Took upstream's restructured format and added enable_aggregation_blocked_groups entry

🤖 Generated with Claude Code

kamillecao and others added 5 commits April 6, 2026 14:17
- Generate dense group indices (0..N) via hash-table-style dedup in
  fuzz tests, matching real GroupedHashAggregateStream behavior.
  Previously sparse random indices caused SeenValues::All to mark
  never-appeared groups as "seen" on transition to Some mode.
- Use build_single_null_buffer() instead of build(EmitTo::All) to
  avoid panic in blocked mode.
- Replace deprecated gen_range with random_range.
- Extract Fixture::new_fixed() from inline test setup.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Refactor `maybe_enable_blocked_groups` into a pure predicate
`can_enable_blocked_groups` that returns bool, moving `alter_block_size`
calls to the caller. Adjust OOM mode selection to account for infinite
memory pools explicitly, and add assertions before entering
ProducingBlocks state. Minor rustfmt fixes.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…-blocked-approach

# Conflicts:
#	datafusion/functions-aggregate/src/first_last.rs
#	datafusion/physical-plan/src/aggregates/group_values/row.rs
#	datafusion/physical-plan/src/aggregates/group_values/single_group_by/primitive.rs
#	docs/source/user-guide/configs.md
@github-actions github-actions bot added documentation Improvements or additions to documentation logical-expr Logical plan and expressions physical-expr Changes to the physical-expr crates core Core DataFusion crate sqllogictest SQL Logic Tests (.slt) common Related to common crate functions Changes to functions implementation ffi Changes to the ffi crate physical-plan Changes to the physical-plan crate labels Apr 14, 2026
@Dandandan Dandandan changed the title Intermediate result blocked approach to aggregation memory management [fix conflicts] Apr 14, 2026
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run benchmarks

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4244919691-1226-x9b6l 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 dandandan/intermeidate-result-blocked-approach (4b1affa) to 961c5fc (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 running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4244919691-1227-cdf9g 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 dandandan/intermeidate-result-blocked-approach (4b1affa) to 961c5fc (merge-base) diff using: tpcds
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-c4244919691-1228-c4dbh 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 dandandan/intermeidate-result-blocked-approach (4b1affa) to 961c5fc (merge-base) diff using: tpch
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 dandandan_intermeidate-result-blocked-approach
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃ dandandan_intermeidate-result-blocked-approach ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.46 / 6.91 ±0.77 / 8.45 ms │                    6.50 / 6.99 ±0.84 / 8.66 ms │     no change │
│ QQuery 2  │        144.44 / 145.35 ±0.77 / 146.24 ms │              149.68 / 150.52 ±0.66 / 151.50 ms │     no change │
│ QQuery 3  │        112.86 / 113.67 ±1.02 / 115.66 ms │              112.58 / 113.06 ±0.31 / 113.45 ms │     no change │
│ QQuery 4  │    1290.01 / 1313.06 ±18.24 / 1343.21 ms │           1307.14 / 1319.81 ±9.88 / 1330.48 ms │     no change │
│ QQuery 5  │        171.41 / 172.52 ±0.69 / 173.58 ms │              169.50 / 172.06 ±1.55 / 173.47 ms │     no change │
│ QQuery 6  │       837.36 / 865.58 ±17.61 / 891.41 ms │             842.04 / 868.39 ±20.82 / 901.46 ms │     no change │
│ QQuery 7  │        341.61 / 344.47 ±2.24 / 347.09 ms │              339.05 / 340.63 ±1.47 / 343.40 ms │     no change │
│ QQuery 8  │        115.77 / 116.79 ±0.84 / 118.06 ms │              114.55 / 116.20 ±1.20 / 117.85 ms │     no change │
│ QQuery 9  │        100.18 / 104.79 ±6.03 / 116.01 ms │               99.84 / 102.70 ±2.82 / 106.91 ms │     no change │
│ QQuery 10 │        105.52 / 106.78 ±0.84 / 108.07 ms │              105.84 / 107.60 ±1.04 / 108.57 ms │     no change │
│ QQuery 11 │       884.19 / 906.76 ±13.01 / 921.74 ms │             903.06 / 915.87 ±10.45 / 928.26 ms │     no change │
│ QQuery 12 │           45.93 / 47.10 ±1.00 / 48.40 ms │                 44.83 / 45.90 ±0.68 / 46.96 ms │     no change │
│ QQuery 13 │        400.55 / 402.37 ±2.00 / 406.03 ms │              394.53 / 396.91 ±1.26 / 398.15 ms │     no change │
│ QQuery 14 │       991.31 / 998.96 ±4.83 / 1006.17 ms │             985.44 / 997.43 ±7.21 / 1005.97 ms │     no change │
│ QQuery 15 │           15.40 / 16.70 ±0.95 / 17.83 ms │                 15.00 / 16.00 ±0.84 / 17.29 ms │     no change │
│ QQuery 16 │              7.04 / 7.24 ±0.18 / 7.53 ms │                    7.08 / 7.45 ±0.44 / 8.29 ms │     no change │
│ QQuery 17 │        227.79 / 229.54 ±1.53 / 231.75 ms │              225.35 / 228.47 ±2.15 / 230.71 ms │     no change │
│ QQuery 18 │        128.35 / 129.67 ±0.82 / 130.91 ms │              126.20 / 127.16 ±0.56 / 127.61 ms │     no change │
│ QQuery 19 │        153.94 / 156.71 ±3.07 / 161.83 ms │              154.38 / 156.46 ±1.75 / 159.46 ms │     no change │
│ QQuery 20 │           13.61 / 13.83 ±0.22 / 14.22 ms │                 13.91 / 14.49 ±0.34 / 14.93 ms │     no change │
│ QQuery 21 │           19.02 / 20.04 ±0.58 / 20.77 ms │                 19.20 / 19.77 ±0.46 / 20.53 ms │     no change │
│ QQuery 22 │        482.96 / 487.57 ±3.12 / 491.98 ms │              494.82 / 498.87 ±4.25 / 506.10 ms │     no change │
│ QQuery 23 │        874.25 / 881.42 ±7.33 / 894.28 ms │             848.31 / 865.11 ±10.14 / 879.26 ms │     no change │
│ QQuery 24 │        379.51 / 381.75 ±2.44 / 386.12 ms │              377.49 / 380.95 ±3.49 / 387.23 ms │     no change │
│ QQuery 25 │        338.97 / 341.03 ±1.75 / 343.95 ms │              336.76 / 339.77 ±1.54 / 341.03 ms │     no change │
│ QQuery 26 │           78.91 / 81.02 ±1.48 / 83.49 ms │                 79.03 / 82.23 ±1.81 / 83.83 ms │     no change │
│ QQuery 27 │              6.89 / 7.21 ±0.36 / 7.82 ms │                    6.96 / 7.30 ±0.38 / 8.00 ms │     no change │
│ QQuery 28 │        146.70 / 148.75 ±1.93 / 151.51 ms │              146.87 / 147.69 ±0.83 / 149.29 ms │     no change │
│ QQuery 29 │        277.26 / 280.33 ±2.29 / 283.99 ms │              279.99 / 281.16 ±1.13 / 283.17 ms │     no change │
│ QQuery 30 │           42.34 / 43.75 ±0.99 / 44.88 ms │                 42.66 / 44.12 ±1.02 / 45.39 ms │     no change │
│ QQuery 31 │        169.55 / 171.96 ±2.86 / 177.22 ms │              168.24 / 170.46 ±1.72 / 173.10 ms │     no change │
│ QQuery 32 │           56.81 / 57.88 ±0.87 / 59.28 ms │                 56.51 / 56.98 ±0.40 / 57.60 ms │     no change │
│ QQuery 33 │        140.57 / 142.86 ±1.56 / 144.67 ms │              138.26 / 139.93 ±1.00 / 141.05 ms │     no change │
│ QQuery 34 │              6.96 / 7.17 ±0.21 / 7.53 ms │                    6.90 / 7.08 ±0.21 / 7.45 ms │     no change │
│ QQuery 35 │        108.86 / 109.93 ±0.86 / 111.35 ms │              106.81 / 108.27 ±0.99 / 109.33 ms │     no change │
│ QQuery 36 │              6.99 / 7.39 ±0.39 / 8.13 ms │                    6.46 / 6.76 ±0.21 / 7.01 ms │ +1.09x faster │
│ QQuery 37 │             9.12 / 9.57 ±0.71 / 10.98 ms │                    7.97 / 8.53 ±0.38 / 8.94 ms │ +1.12x faster │
│ QQuery 38 │           86.37 / 88.08 ±1.83 / 91.57 ms │                 84.46 / 89.16 ±4.40 / 97.38 ms │     no change │
│ QQuery 39 │        122.70 / 127.85 ±4.20 / 132.94 ms │              125.62 / 128.42 ±2.27 / 132.45 ms │     no change │
│ QQuery 40 │        111.54 / 117.51 ±5.77 / 125.66 ms │              110.38 / 115.90 ±8.04 / 131.73 ms │     no change │
│ QQuery 41 │           14.72 / 15.18 ±0.34 / 15.76 ms │                 14.12 / 14.64 ±0.54 / 15.61 ms │     no change │
│ QQuery 42 │        107.69 / 108.94 ±0.71 / 109.67 ms │              105.83 / 108.09 ±1.31 / 109.23 ms │     no change │
│ QQuery 43 │              5.88 / 6.10 ±0.22 / 6.51 ms │                    5.82 / 5.98 ±0.19 / 6.34 ms │     no change │
│ QQuery 44 │           11.82 / 12.01 ±0.30 / 12.60 ms │                 11.35 / 11.62 ±0.25 / 12.07 ms │     no change │
│ QQuery 45 │           50.71 / 51.18 ±0.33 / 51.69 ms │                 49.38 / 51.49 ±2.04 / 55.39 ms │     no change │
│ QQuery 46 │              8.35 / 8.84 ±0.45 / 9.51 ms │                    8.55 / 8.67 ±0.10 / 8.86 ms │     no change │
│ QQuery 47 │        702.44 / 704.65 ±2.92 / 710.33 ms │              693.86 / 697.52 ±2.02 / 699.85 ms │     no change │
│ QQuery 48 │        288.38 / 289.37 ±0.70 / 290.26 ms │              287.61 / 289.87 ±1.15 / 290.68 ms │     no change │
│ QQuery 49 │        249.52 / 251.45 ±2.22 / 255.59 ms │              250.62 / 252.01 ±0.75 / 252.73 ms │     no change │
│ QQuery 50 │        219.30 / 224.33 ±4.56 / 232.37 ms │              217.64 / 224.04 ±3.35 / 226.79 ms │     no change │
│ QQuery 51 │        180.31 / 183.03 ±1.44 / 184.18 ms │              179.88 / 182.63 ±2.05 / 185.37 ms │     no change │
│ QQuery 52 │        106.79 / 107.84 ±0.64 / 108.56 ms │              105.94 / 107.11 ±0.81 / 108.12 ms │     no change │
│ QQuery 53 │        101.46 / 102.54 ±0.78 / 103.84 ms │              101.47 / 103.36 ±2.45 / 108.09 ms │     no change │
│ QQuery 54 │        144.01 / 146.94 ±1.58 / 148.53 ms │              142.01 / 145.77 ±2.65 / 149.36 ms │     no change │
│ QQuery 55 │        106.08 / 106.95 ±1.16 / 109.23 ms │              106.05 / 106.25 ±0.15 / 106.43 ms │     no change │
│ QQuery 56 │        139.84 / 141.66 ±1.84 / 144.87 ms │              138.87 / 140.86 ±1.99 / 144.52 ms │     no change │
│ QQuery 57 │        173.44 / 174.53 ±0.83 / 175.59 ms │              173.99 / 174.76 ±0.57 / 175.38 ms │     no change │
│ QQuery 58 │        289.98 / 296.18 ±6.91 / 308.91 ms │              285.22 / 291.99 ±4.25 / 297.17 ms │     no change │
│ QQuery 59 │        196.89 / 199.05 ±1.52 / 201.35 ms │              197.55 / 201.73 ±5.80 / 213.19 ms │     no change │
│ QQuery 60 │        143.23 / 144.81 ±1.20 / 146.70 ms │              143.35 / 144.47 ±1.15 / 146.43 ms │     no change │
│ QQuery 61 │           13.07 / 13.37 ±0.22 / 13.70 ms │                 12.85 / 13.09 ±0.24 / 13.48 ms │     no change │
│ QQuery 62 │       875.20 / 926.91 ±36.50 / 978.19 ms │             876.98 / 904.63 ±18.99 / 929.26 ms │     no change │
│ QQuery 63 │        103.39 / 106.04 ±2.80 / 111.47 ms │              101.70 / 104.13 ±1.76 / 106.49 ms │     no change │
│ QQuery 64 │        679.15 / 683.67 ±2.73 / 686.96 ms │              669.52 / 678.50 ±5.19 / 683.94 ms │     no change │
│ QQuery 65 │        246.85 / 251.19 ±3.07 / 256.21 ms │              247.33 / 251.70 ±2.95 / 255.51 ms │     no change │
│ QQuery 66 │        247.03 / 253.08 ±6.67 / 264.39 ms │              247.30 / 255.09 ±6.72 / 264.31 ms │     no change │
│ QQuery 67 │       298.37 / 313.52 ±12.36 / 330.69 ms │              305.17 / 313.64 ±6.95 / 322.38 ms │     no change │
│ QQuery 68 │             8.66 / 9.69 ±0.69 / 10.46 ms │                    8.35 / 9.25 ±0.54 / 9.97 ms │     no change │
│ QQuery 69 │        101.93 / 104.21 ±1.40 / 106.33 ms │               99.82 / 102.70 ±1.56 / 103.91 ms │     no change │
│ QQuery 70 │       320.84 / 342.78 ±13.15 / 361.47 ms │             329.87 / 339.89 ±11.62 / 361.60 ms │     no change │
│ QQuery 71 │        133.04 / 134.90 ±1.93 / 138.48 ms │              131.56 / 134.74 ±3.03 / 140.00 ms │     no change │
│ QQuery 72 │        604.16 / 615.08 ±5.99 / 621.39 ms │              605.40 / 617.03 ±7.14 / 627.84 ms │     no change │
│ QQuery 73 │              7.01 / 7.17 ±0.15 / 7.45 ms │                    6.71 / 7.29 ±0.72 / 8.68 ms │     no change │
│ QQuery 74 │        565.18 / 577.23 ±8.35 / 586.96 ms │              550.61 / 557.04 ±5.34 / 565.12 ms │     no change │
│ QQuery 75 │        274.15 / 276.57 ±1.87 / 278.67 ms │              274.18 / 276.51 ±2.24 / 280.20 ms │     no change │
│ QQuery 76 │        130.10 / 132.14 ±1.90 / 135.67 ms │              130.18 / 131.33 ±0.96 / 132.56 ms │     no change │
│ QQuery 77 │        186.65 / 188.32 ±1.02 / 189.75 ms │              184.92 / 186.89 ±1.95 / 189.89 ms │     no change │
│ QQuery 78 │        342.58 / 345.82 ±3.06 / 350.10 ms │              334.93 / 340.59 ±3.46 / 345.17 ms │     no change │
│ QQuery 79 │        228.99 / 231.36 ±2.22 / 234.16 ms │              227.95 / 233.36 ±4.20 / 237.28 ms │     no change │
│ QQuery 80 │        318.59 / 322.12 ±2.62 / 325.88 ms │              318.82 / 320.81 ±1.28 / 322.62 ms │     no change │
│ QQuery 81 │           26.02 / 26.58 ±0.53 / 27.53 ms │                 25.29 / 25.85 ±0.44 / 26.57 ms │     no change │
│ QQuery 82 │        194.94 / 197.09 ±1.43 / 198.74 ms │              195.58 / 197.24 ±1.21 / 199.24 ms │     no change │
│ QQuery 83 │           37.90 / 38.67 ±0.60 / 39.69 ms │                 37.90 / 39.04 ±0.83 / 39.99 ms │     no change │
│ QQuery 84 │           48.52 / 50.04 ±1.32 / 52.44 ms │                 48.30 / 48.98 ±0.72 / 50.37 ms │     no change │
│ QQuery 85 │        146.49 / 147.79 ±0.91 / 148.98 ms │              146.53 / 148.89 ±2.11 / 151.72 ms │     no change │
│ QQuery 86 │           38.38 / 39.24 ±0.58 / 40.03 ms │                 38.61 / 39.60 ±0.80 / 40.74 ms │     no change │
│ QQuery 87 │           85.27 / 88.43 ±2.20 / 90.79 ms │                 84.69 / 88.41 ±2.33 / 91.83 ms │     no change │
│ QQuery 88 │          99.13 / 99.99 ±0.58 / 100.79 ms │                98.62 / 99.98 ±1.15 / 101.70 ms │     no change │
│ QQuery 89 │        115.65 / 117.05 ±1.31 / 119.36 ms │              117.13 / 119.23 ±1.31 / 120.92 ms │     no change │
│ QQuery 90 │           22.91 / 23.60 ±0.59 / 24.45 ms │                 22.37 / 23.49 ±0.66 / 24.45 ms │     no change │
│ QQuery 91 │           62.02 / 63.26 ±1.28 / 65.61 ms │                 62.75 / 63.89 ±1.11 / 65.97 ms │     no change │
│ QQuery 92 │           56.98 / 57.36 ±0.48 / 58.23 ms │                 57.06 / 57.68 ±0.71 / 58.92 ms │     no change │
│ QQuery 93 │        185.90 / 186.75 ±0.68 / 187.97 ms │              183.52 / 185.86 ±1.63 / 188.24 ms │     no change │
│ QQuery 94 │           60.92 / 62.07 ±0.89 / 63.24 ms │                 60.15 / 60.95 ±0.62 / 61.59 ms │     no change │
│ QQuery 95 │        125.67 / 127.68 ±1.41 / 129.92 ms │              125.77 / 126.89 ±0.70 / 127.98 ms │     no change │
│ QQuery 96 │           73.25 / 74.21 ±0.64 / 75.09 ms │                 70.89 / 73.52 ±1.34 / 74.49 ms │     no change │
│ QQuery 97 │        124.53 / 126.48 ±1.73 / 129.07 ms │              124.00 / 125.57 ±1.28 / 127.61 ms │     no change │
│ QQuery 98 │        154.13 / 154.99 ±0.56 / 155.86 ms │              150.96 / 152.98 ±1.40 / 155.10 ms │     no change │
│ QQuery 99 │ 10673.14 / 10729.89 ±35.27 / 10780.91 ms │       10666.56 / 10723.40 ±42.79 / 10797.70 ms │     no change │
└───────────┴──────────────────────────────────────────┴────────────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                             ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                             │ 31233.73ms │
│ Total Time (dandandan_intermeidate-result-blocked-approach)   │ 31145.07ms │
│ Average Time (HEAD)                                           │   315.49ms │
│ Average Time (dandandan_intermeidate-result-blocked-approach) │   314.60ms │
│ Queries Faster                                                │          2 │
│ Queries Slower                                                │          0 │
│ Queries with No Change                                        │         97 │
│ Queries with Failure                                          │          0 │
└───────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric Value
Wall time 156.5s
Peak memory 5.8 GiB
Avg memory 4.8 GiB
CPU user 258.9s
CPU sys 16.4s
Peak spill 0 B

tpcds — branch

Metric Value
Wall time 156.0s
Peak memory 5.6 GiB
Avg memory 4.8 GiB
CPU user 257.9s
CPU sys 16.4s
Peak spill 0 B

File an issue against this benchmark runner

…-offset pop

Replace VecDeque with Vec in Blocks and GroupValuesPrimitive for direct
pointer-offset indexing in the per-row accumulate hot path. Use a start
offset in Blocks::pop_block to avoid O(n) element shifting. Add #[inline]
to GroupIndexOperations impls, Blocks Index/IndexMut, and set_bit to
ensure the full closure chain is inlineable.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@adriangbot
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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 dandandan_intermeidate-result-blocked-approach
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃ dandandan_intermeidate-result-blocked-approach ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.18 / 4.41 ±6.31 / 17.02 ms │                   1.21 / 4.49 ±6.39 / 17.26 ms │     no change │
│ QQuery 1  │        14.00 / 14.41 ±0.23 / 14.71 ms │                 14.29 / 14.64 ±0.18 / 14.80 ms │     no change │
│ QQuery 2  │        43.84 / 44.14 ±0.40 / 44.93 ms │                 44.13 / 44.56 ±0.34 / 45.12 ms │     no change │
│ QQuery 3  │        41.80 / 44.69 ±2.28 / 46.87 ms │                 44.61 / 46.31 ±1.48 / 48.48 ms │     no change │
│ QQuery 4  │     290.53 / 298.32 ±6.30 / 306.71 ms │              330.36 / 340.66 ±7.90 / 352.38 ms │  1.14x slower │
│ QQuery 5  │     341.04 / 345.98 ±3.80 / 350.80 ms │              345.76 / 351.31 ±4.94 / 359.67 ms │     no change │
│ QQuery 6  │           4.99 / 6.13 ±0.58 / 6.54 ms │                    5.56 / 6.34 ±0.68 / 7.47 ms │     no change │
│ QQuery 7  │        16.64 / 16.79 ±0.13 / 17.03 ms │                 17.61 / 19.29 ±1.03 / 20.59 ms │  1.15x slower │
│ QQuery 8  │     412.83 / 418.91 ±4.74 / 424.16 ms │              429.72 / 435.30 ±3.22 / 439.40 ms │     no change │
│ QQuery 9  │     640.32 / 648.09 ±6.83 / 660.62 ms │             657.09 / 672.75 ±10.49 / 684.10 ms │     no change │
│ QQuery 10 │        90.60 / 92.45 ±1.85 / 95.99 ms │                92.70 / 95.61 ±3.16 / 101.31 ms │     no change │
│ QQuery 11 │     102.41 / 104.32 ±1.88 / 107.63 ms │              105.85 / 106.78 ±0.50 / 107.37 ms │     no change │
│ QQuery 12 │     340.03 / 341.95 ±1.77 / 344.61 ms │              343.92 / 349.07 ±5.30 / 358.85 ms │     no change │
│ QQuery 13 │     447.96 / 460.03 ±9.39 / 472.71 ms │             448.62 / 467.00 ±12.97 / 486.41 ms │     no change │
│ QQuery 14 │     344.04 / 346.31 ±1.91 / 348.67 ms │              343.23 / 347.49 ±3.63 / 353.28 ms │     no change │
│ QQuery 15 │    350.17 / 368.69 ±16.75 / 394.75 ms │             388.49 / 404.04 ±15.40 / 431.43 ms │  1.10x slower │
│ QQuery 16 │     699.73 / 709.98 ±5.96 / 717.68 ms │             711.44 / 749.75 ±61.01 / 871.11 ms │  1.06x slower │
│ QQuery 17 │     698.59 / 711.97 ±7.97 / 719.55 ms │              703.95 / 713.04 ±5.53 / 719.96 ms │     no change │
│ QQuery 18 │ 1420.50 / 1469.45 ±48.02 / 1552.89 ms │          1390.46 / 1451.95 ±32.64 / 1481.28 ms │     no change │
│ QQuery 19 │       34.48 / 45.72 ±19.20 / 83.98 ms │                35.85 / 47.61 ±22.33 / 92.27 ms │     no change │
│ QQuery 20 │    718.46 / 735.56 ±15.60 / 758.47 ms │             718.33 / 731.93 ±16.87 / 764.42 ms │     no change │
│ QQuery 21 │     760.76 / 767.74 ±5.38 / 777.20 ms │             756.18 / 773.88 ±14.97 / 801.03 ms │     no change │
│ QQuery 22 │  1126.94 / 1132.42 ±4.90 / 1139.99 ms │           1127.52 / 1131.06 ±2.32 / 1133.27 ms │     no change │
│ QQuery 23 │ 3052.19 / 3091.87 ±22.97 / 3121.97 ms │           3089.21 / 3098.80 ±5.19 / 3103.98 ms │     no change │
│ QQuery 24 │      97.04 / 101.05 ±2.98 / 106.13 ms │               99.20 / 103.79 ±3.82 / 110.09 ms │     no change │
│ QQuery 25 │     138.53 / 141.41 ±2.00 / 143.99 ms │              138.31 / 141.32 ±2.41 / 145.37 ms │     no change │
│ QQuery 26 │      99.95 / 102.16 ±1.41 / 104.12 ms │               98.65 / 102.12 ±2.73 / 105.77 ms │     no change │
│ QQuery 27 │     843.93 / 851.11 ±4.63 / 856.22 ms │              855.78 / 862.34 ±9.97 / 881.83 ms │     no change │
│ QQuery 28 │  3267.89 / 3284.08 ±9.37 / 3292.22 ms │          3240.05 / 3260.97 ±14.31 / 3284.50 ms │     no change │
│ QQuery 29 │        49.45 / 54.71 ±5.97 / 65.88 ms │                 50.20 / 54.86 ±4.22 / 60.36 ms │     no change │
│ QQuery 30 │     354.43 / 363.55 ±6.39 / 371.76 ms │              365.83 / 374.34 ±4.82 / 379.03 ms │     no change │
│ QQuery 31 │     371.58 / 378.59 ±4.30 / 385.12 ms │              370.14 / 381.87 ±7.58 / 391.35 ms │     no change │
│ QQuery 32 │ 1224.87 / 1291.06 ±34.66 / 1325.25 ms │          1053.11 / 1100.60 ±68.55 / 1235.09 ms │ +1.17x faster │
│ QQuery 33 │ 1442.02 / 1478.48 ±43.76 / 1559.16 ms │          1471.63 / 1483.81 ±12.49 / 1500.99 ms │     no change │
│ QQuery 34 │ 1448.00 / 1466.96 ±14.39 / 1490.82 ms │           1446.88 / 1459.74 ±7.51 / 1468.17 ms │     no change │
│ QQuery 35 │     390.56 / 395.29 ±4.34 / 402.87 ms │              440.88 / 443.58 ±2.58 / 447.33 ms │  1.12x slower │
│ QQuery 36 │     112.37 / 119.43 ±5.45 / 125.27 ms │              113.19 / 121.55 ±4.26 / 125.05 ms │     no change │
│ QQuery 37 │        47.16 / 49.18 ±1.18 / 50.65 ms │                 47.44 / 48.92 ±1.33 / 51.20 ms │     no change │
│ QQuery 38 │        75.90 / 77.70 ±1.31 / 80.00 ms │                 75.11 / 77.52 ±1.29 / 78.73 ms │     no change │
│ QQuery 39 │     212.04 / 221.74 ±5.49 / 228.54 ms │              211.70 / 222.50 ±7.69 / 233.04 ms │     no change │
│ QQuery 40 │        23.12 / 25.44 ±1.93 / 27.96 ms │                 24.75 / 26.42 ±1.41 / 28.15 ms │     no change │
│ QQuery 41 │        20.97 / 22.35 ±1.95 / 26.18 ms │                 19.48 / 20.98 ±0.93 / 22.02 ms │ +1.07x faster │
│ QQuery 42 │        20.14 / 20.34 ±0.11 / 20.46 ms │                 20.28 / 20.57 ±0.16 / 20.72 ms │     no change │
└───────────┴───────────────────────────────────────┴────────────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                             ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                             │ 22664.94ms │
│ Total Time (dandandan_intermeidate-result-blocked-approach)   │ 22711.46ms │
│ Average Time (HEAD)                                           │   527.09ms │
│ Average Time (dandandan_intermeidate-result-blocked-approach) │   528.17ms │
│ Queries Faster                                                │          2 │
│ Queries Slower                                                │          5 │
│ Queries with No Change                                        │         36 │
│ Queries with Failure                                          │          0 │
└───────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric Value
Wall time 114.4s
Peak memory 39.4 GiB
Avg memory 29.1 GiB
CPU user 1069.7s
CPU sys 95.0s
Peak spill 0 B

clickbench_partitioned — branch

Metric Value
Wall time 114.7s
Peak memory 40.9 GiB
Avg memory 29.2 GiB
CPU user 1083.1s
CPU sys 86.5s
Peak spill 0 B

File an issue against this benchmark runner

@Dandandan
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Contributor Author

run benchmarks

@adriangbot
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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4245072567-1229-njp7j 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 dandandan/intermeidate-result-blocked-approach (baa7755) to 961c5fc (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot
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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4245072567-1230-k622b 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 dandandan/intermeidate-result-blocked-approach (baa7755) to 961c5fc (merge-base) diff using: tpcds
Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot
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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4245072567-1231-mtxrp 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 dandandan/intermeidate-result-blocked-approach (baa7755) to 961c5fc (merge-base) diff using: tpch
Results will be posted here when complete


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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 dandandan_intermeidate-result-blocked-approach
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃ dandandan_intermeidate-result-blocked-approach ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.18 / 4.37 ±6.28 / 16.92 ms │                   1.16 / 4.35 ±6.29 / 16.94 ms │     no change │
│ QQuery 1  │        14.09 / 14.55 ±0.25 / 14.86 ms │                 13.99 / 14.36 ±0.24 / 14.69 ms │     no change │
│ QQuery 2  │        43.62 / 43.93 ±0.30 / 44.42 ms │                 43.77 / 44.15 ±0.35 / 44.65 ms │     no change │
│ QQuery 3  │        42.59 / 45.33 ±1.66 / 47.36 ms │                 41.39 / 45.32 ±2.76 / 48.91 ms │     no change │
│ QQuery 4  │    278.72 / 291.29 ±11.89 / 311.77 ms │              304.33 / 318.30 ±9.14 / 329.79 ms │  1.09x slower │
│ QQuery 5  │     339.18 / 346.88 ±5.66 / 355.59 ms │              342.30 / 348.63 ±4.40 / 353.74 ms │     no change │
│ QQuery 6  │           5.28 / 5.93 ±0.74 / 7.06 ms │                    5.21 / 5.81 ±0.60 / 6.89 ms │     no change │
│ QQuery 7  │        16.61 / 16.98 ±0.43 / 17.79 ms │                 16.83 / 17.90 ±0.82 / 18.86 ms │  1.05x slower │
│ QQuery 8  │    415.91 / 426.94 ±11.19 / 442.61 ms │              417.52 / 422.32 ±3.30 / 426.72 ms │     no change │
│ QQuery 9  │     623.88 / 634.25 ±6.53 / 643.94 ms │              643.59 / 661.52 ±9.63 / 669.12 ms │     no change │
│ QQuery 10 │        91.17 / 94.38 ±2.08 / 97.22 ms │                93.54 / 95.49 ±2.58 / 100.53 ms │     no change │
│ QQuery 11 │     103.74 / 104.93 ±1.19 / 106.39 ms │              105.27 / 106.60 ±1.32 / 108.73 ms │     no change │
│ QQuery 12 │     332.41 / 342.87 ±6.83 / 352.74 ms │              339.79 / 342.93 ±2.90 / 347.56 ms │     no change │
│ QQuery 13 │    431.12 / 462.16 ±18.18 / 483.30 ms │              447.50 / 459.47 ±8.08 / 470.70 ms │     no change │
│ QQuery 14 │     341.35 / 346.00 ±2.70 / 349.71 ms │              342.99 / 345.02 ±2.00 / 348.80 ms │     no change │
│ QQuery 15 │    343.07 / 368.36 ±24.59 / 415.28 ms │              376.87 / 386.02 ±8.62 / 399.07 ms │     no change │
│ QQuery 16 │    703.11 / 723.30 ±18.52 / 757.32 ms │              704.98 / 708.29 ±4.02 / 715.93 ms │     no change │
│ QQuery 17 │    699.60 / 712.66 ±16.49 / 744.59 ms │              698.85 / 706.28 ±5.22 / 713.34 ms │     no change │
│ QQuery 18 │ 1418.24 / 1455.80 ±33.47 / 1506.30 ms │          1392.94 / 1452.99 ±40.30 / 1504.02 ms │     no change │
│ QQuery 19 │      37.42 / 55.24 ±29.92 / 114.89 ms │                 35.30 / 40.73 ±8.91 / 58.50 ms │ +1.36x faster │
│ QQuery 20 │    721.75 / 739.64 ±19.42 / 768.90 ms │             713.78 / 726.12 ±12.97 / 750.62 ms │     no change │
│ QQuery 21 │     765.88 / 769.60 ±4.70 / 778.57 ms │              762.75 / 769.45 ±5.39 / 777.08 ms │     no change │
│ QQuery 22 │  1136.28 / 1143.17 ±7.41 / 1157.37 ms │           1131.37 / 1137.07 ±3.22 / 1140.61 ms │     no change │
│ QQuery 23 │ 3079.31 / 3112.86 ±26.20 / 3151.06 ms │          3102.16 / 3122.90 ±13.24 / 3141.25 ms │     no change │
│ QQuery 24 │      98.41 / 102.78 ±3.67 / 109.38 ms │              100.54 / 103.59 ±2.16 / 106.91 ms │     no change │
│ QQuery 25 │     139.71 / 141.38 ±1.96 / 145.16 ms │              138.06 / 141.55 ±2.09 / 143.95 ms │     no change │
│ QQuery 26 │     101.06 / 102.85 ±1.37 / 104.03 ms │               99.61 / 102.55 ±1.73 / 104.47 ms │     no change │
│ QQuery 27 │     846.83 / 853.83 ±3.82 / 857.24 ms │              853.20 / 860.16 ±5.12 / 867.85 ms │     no change │
│ QQuery 28 │ 3265.31 / 3296.52 ±22.81 / 3322.53 ms │          3249.72 / 3291.44 ±24.52 / 3324.79 ms │     no change │
│ QQuery 29 │        51.12 / 53.80 ±2.45 / 57.05 ms │                49.57 / 60.11 ±12.07 / 76.22 ms │  1.12x slower │
│ QQuery 30 │     357.23 / 368.80 ±6.21 / 375.87 ms │              360.32 / 366.85 ±4.30 / 373.54 ms │     no change │
│ QQuery 31 │    367.27 / 379.32 ±10.85 / 398.17 ms │             373.61 / 388.53 ±10.97 / 404.95 ms │     no change │
│ QQuery 32 │ 1027.07 / 1046.19 ±20.69 / 1086.42 ms │          1206.67 / 1276.23 ±50.49 / 1348.82 ms │  1.22x slower │
│ QQuery 33 │  1433.15 / 1443.72 ±7.33 / 1455.41 ms │          1422.92 / 1463.56 ±47.80 / 1554.13 ms │     no change │
│ QQuery 34 │  1437.91 / 1445.75 ±7.54 / 1458.32 ms │          1424.14 / 1456.20 ±18.60 / 1478.68 ms │     no change │
│ QQuery 35 │     381.01 / 387.04 ±4.75 / 395.13 ms │              415.57 / 419.34 ±3.89 / 425.09 ms │  1.08x slower │
│ QQuery 36 │     111.69 / 118.94 ±5.42 / 125.07 ms │              120.04 / 121.49 ±0.91 / 122.37 ms │     no change │
│ QQuery 37 │        49.18 / 50.47 ±0.69 / 51.15 ms │                 47.19 / 48.93 ±1.62 / 51.69 ms │     no change │
│ QQuery 38 │        77.00 / 77.77 ±0.89 / 79.43 ms │                 75.19 / 76.46 ±0.91 / 77.95 ms │     no change │
│ QQuery 39 │     208.92 / 214.47 ±2.80 / 216.21 ms │              210.16 / 216.92 ±5.89 / 224.46 ms │     no change │
│ QQuery 40 │        22.89 / 25.16 ±1.28 / 26.56 ms │                 24.52 / 25.85 ±0.79 / 26.75 ms │     no change │
│ QQuery 41 │        19.44 / 20.93 ±1.45 / 23.47 ms │                 20.01 / 21.41 ±1.10 / 23.05 ms │     no change │
│ QQuery 42 │        20.13 / 20.65 ±0.40 / 21.21 ms │                 19.70 / 20.30 ±0.55 / 21.16 ms │     no change │
└───────────┴───────────────────────────────────────┴────────────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                             ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                             │ 22411.81ms │
│ Total Time (dandandan_intermeidate-result-blocked-approach)   │ 22743.48ms │
│ Average Time (HEAD)                                           │   521.20ms │
│ Average Time (dandandan_intermeidate-result-blocked-approach) │   528.92ms │
│ Queries Faster                                                │          1 │
│ Queries Slower                                                │          5 │
│ Queries with No Change                                        │         37 │
│ Queries with Failure                                          │          0 │
└───────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric Value
Wall time 113.2s
Peak memory 40.3 GiB
Avg memory 30.9 GiB
CPU user 1067.1s
CPU sys 83.7s
Peak spill 0 B

clickbench_partitioned — branch

Metric Value
Wall time 114.8s
Peak memory 39.2 GiB
Avg memory 28.1 GiB
CPU user 1072.9s
CPU sys 95.5s
Peak spill 0 B

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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 dandandan_intermeidate-result-blocked-approach
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃ dandandan_intermeidate-result-blocked-approach ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.79 / 7.31 ±0.78 / 8.87 ms │                    6.61 / 7.07 ±0.78 / 8.62 ms │     no change │
│ QQuery 2  │        147.14 / 148.10 ±0.78 / 149.22 ms │              151.77 / 153.21 ±1.24 / 155.27 ms │     no change │
│ QQuery 3  │        115.59 / 115.86 ±0.29 / 116.42 ms │              114.49 / 115.55 ±0.83 / 116.61 ms │     no change │
│ QQuery 4  │    1393.45 / 1412.04 ±13.84 / 1429.82 ms │          1343.56 / 1379.05 ±22.26 / 1410.53 ms │     no change │
│ QQuery 5  │        174.10 / 176.31 ±2.08 / 180.04 ms │              172.46 / 174.99 ±2.36 / 179.47 ms │     no change │
│ QQuery 6  │       837.55 / 873.17 ±18.06 / 887.01 ms │             849.40 / 881.22 ±17.26 / 901.46 ms │     no change │
│ QQuery 7  │        346.20 / 348.27 ±2.38 / 352.08 ms │              344.09 / 346.30 ±1.71 / 348.72 ms │     no change │
│ QQuery 8  │        117.78 / 119.18 ±1.03 / 120.75 ms │              117.05 / 118.41 ±1.10 / 119.96 ms │     no change │
│ QQuery 9  │        107.82 / 108.95 ±0.89 / 110.34 ms │              101.88 / 106.74 ±2.57 / 109.12 ms │     no change │
│ QQuery 10 │        107.84 / 108.28 ±0.57 / 109.33 ms │              108.64 / 109.16 ±0.40 / 109.82 ms │     no change │
│ QQuery 11 │      995.69 / 1003.41 ±5.95 / 1012.28 ms │             986.75 / 999.26 ±6.67 / 1004.83 ms │     no change │
│ QQuery 12 │           45.07 / 47.30 ±1.51 / 49.66 ms │                 45.12 / 47.27 ±1.81 / 49.66 ms │     no change │
│ QQuery 13 │        405.72 / 408.59 ±2.34 / 411.52 ms │              405.33 / 409.16 ±2.54 / 413.14 ms │     no change │
│ QQuery 14 │     1008.37 / 1014.21 ±4.13 / 1020.77 ms │           1003.94 / 1007.42 ±3.19 / 1012.58 ms │     no change │
│ QQuery 15 │           16.96 / 18.00 ±0.80 / 19.05 ms │                 15.79 / 16.79 ±0.90 / 17.90 ms │ +1.07x faster │
│ QQuery 16 │              7.42 / 7.87 ±0.37 / 8.51 ms │                    7.03 / 7.26 ±0.21 / 7.60 ms │ +1.08x faster │
│ QQuery 17 │        231.32 / 233.62 ±2.11 / 236.52 ms │              229.22 / 231.05 ±1.33 / 232.60 ms │     no change │
│ QQuery 18 │        128.36 / 129.90 ±1.13 / 131.72 ms │              128.27 / 129.89 ±0.93 / 130.86 ms │     no change │
│ QQuery 19 │        157.30 / 158.05 ±0.42 / 158.54 ms │              156.09 / 157.41 ±1.13 / 159.07 ms │     no change │
│ QQuery 20 │           14.09 / 14.50 ±0.33 / 14.84 ms │                 13.74 / 14.08 ±0.28 / 14.47 ms │     no change │
│ QQuery 21 │           19.49 / 20.66 ±0.69 / 21.60 ms │                 20.18 / 20.38 ±0.22 / 20.77 ms │     no change │
│ QQuery 22 │        487.52 / 493.70 ±4.82 / 501.36 ms │              485.59 / 491.39 ±4.49 / 498.73 ms │     no change │
│ QQuery 23 │       880.44 / 898.08 ±11.02 / 913.44 ms │             876.46 / 889.93 ±11.38 / 907.22 ms │     no change │
│ QQuery 24 │        389.84 / 391.33 ±0.88 / 392.48 ms │              382.03 / 384.42 ±2.87 / 390.00 ms │     no change │
│ QQuery 25 │        344.79 / 348.09 ±2.23 / 351.54 ms │              341.55 / 344.57 ±1.82 / 346.75 ms │     no change │
│ QQuery 26 │           81.47 / 83.14 ±1.40 / 85.70 ms │                 83.19 / 84.77 ±1.85 / 88.12 ms │     no change │
│ QQuery 27 │              7.07 / 7.48 ±0.55 / 8.56 ms │                    6.92 / 7.14 ±0.16 / 7.39 ms │     no change │
│ QQuery 28 │        150.58 / 151.74 ±0.78 / 152.89 ms │              149.34 / 150.22 ±0.72 / 151.52 ms │     no change │
│ QQuery 29 │        286.82 / 287.88 ±1.13 / 290.04 ms │              280.58 / 284.67 ±2.32 / 287.33 ms │     no change │
│ QQuery 30 │           43.84 / 45.13 ±1.31 / 47.64 ms │                 43.47 / 45.08 ±1.23 / 46.54 ms │     no change │
│ QQuery 31 │        168.20 / 172.75 ±2.45 / 175.20 ms │              170.40 / 174.40 ±2.85 / 178.66 ms │     no change │
│ QQuery 32 │           58.16 / 58.65 ±0.41 / 59.12 ms │                57.26 / 66.32 ±16.50 / 99.28 ms │  1.13x slower │
│ QQuery 33 │        142.88 / 144.65 ±1.17 / 146.02 ms │              141.48 / 142.81 ±1.32 / 145.25 ms │     no change │
│ QQuery 34 │              6.98 / 7.29 ±0.25 / 7.65 ms │                    7.08 / 7.32 ±0.22 / 7.66 ms │     no change │
│ QQuery 35 │        110.11 / 111.19 ±0.71 / 111.92 ms │              109.94 / 110.75 ±0.61 / 111.46 ms │     no change │
│ QQuery 36 │              6.60 / 6.79 ±0.16 / 6.99 ms │                    6.72 / 6.82 ±0.10 / 6.95 ms │     no change │
│ QQuery 37 │             8.68 / 9.30 ±0.63 / 10.48 ms │                   8.26 / 9.18 ±0.73 / 10.47 ms │     no change │
│ QQuery 38 │           87.53 / 89.91 ±3.05 / 95.80 ms │                 84.99 / 90.57 ±3.48 / 94.14 ms │     no change │
│ QQuery 39 │        126.49 / 128.45 ±1.78 / 131.73 ms │              123.71 / 127.12 ±2.34 / 129.65 ms │     no change │
│ QQuery 40 │        108.56 / 117.32 ±7.87 / 132.10 ms │              109.09 / 116.02 ±5.40 / 125.05 ms │     no change │
│ QQuery 41 │           14.25 / 15.01 ±0.56 / 15.91 ms │                 14.23 / 15.53 ±0.77 / 16.45 ms │     no change │
│ QQuery 42 │        109.11 / 110.62 ±2.17 / 114.74 ms │              110.18 / 110.48 ±0.23 / 110.90 ms │     no change │
│ QQuery 43 │              5.98 / 6.15 ±0.18 / 6.50 ms │                    6.01 / 6.17 ±0.22 / 6.60 ms │     no change │
│ QQuery 44 │           11.62 / 11.98 ±0.35 / 12.63 ms │                 11.68 / 11.99 ±0.22 / 12.24 ms │     no change │
│ QQuery 45 │           50.98 / 52.24 ±0.77 / 53.16 ms │                 50.20 / 51.21 ±0.99 / 53.05 ms │     no change │
│ QQuery 46 │              8.46 / 8.73 ±0.15 / 8.91 ms │                    8.52 / 8.85 ±0.37 / 9.47 ms │     no change │
│ QQuery 47 │        742.73 / 755.47 ±6.56 / 760.84 ms │              718.04 / 729.49 ±7.85 / 741.60 ms │     no change │
│ QQuery 48 │        294.53 / 297.82 ±2.06 / 300.54 ms │              290.62 / 294.20 ±3.43 / 300.13 ms │     no change │
│ QQuery 49 │        252.82 / 253.88 ±1.12 / 255.65 ms │              251.68 / 254.68 ±2.16 / 258.15 ms │     no change │
│ QQuery 50 │        225.31 / 234.15 ±5.07 / 239.25 ms │              220.51 / 225.55 ±5.19 / 234.48 ms │     no change │
│ QQuery 51 │        182.35 / 186.83 ±2.78 / 190.03 ms │              181.37 / 184.59 ±3.52 / 190.33 ms │     no change │
│ QQuery 52 │        109.18 / 110.51 ±1.05 / 112.14 ms │              108.27 / 108.85 ±0.47 / 109.33 ms │     no change │
│ QQuery 53 │        103.56 / 104.67 ±1.21 / 106.39 ms │              102.90 / 103.79 ±0.67 / 104.94 ms │     no change │
│ QQuery 54 │        145.92 / 148.55 ±1.80 / 150.92 ms │              147.29 / 148.23 ±0.65 / 149.07 ms │     no change │
│ QQuery 55 │        108.54 / 109.42 ±1.04 / 111.38 ms │              107.56 / 109.28 ±1.97 / 112.99 ms │     no change │
│ QQuery 56 │        141.84 / 143.59 ±1.10 / 144.98 ms │              140.74 / 141.83 ±0.86 / 142.76 ms │     no change │
│ QQuery 57 │        173.89 / 176.26 ±1.65 / 178.47 ms │              173.92 / 175.54 ±1.39 / 177.22 ms │     no change │
│ QQuery 58 │        296.82 / 304.44 ±4.04 / 307.61 ms │              295.16 / 299.49 ±4.64 / 308.02 ms │     no change │
│ QQuery 59 │        201.49 / 203.80 ±1.63 / 206.31 ms │              199.79 / 201.42 ±1.25 / 203.09 ms │     no change │
│ QQuery 60 │        144.75 / 146.78 ±1.31 / 148.58 ms │              143.33 / 144.50 ±1.22 / 146.56 ms │     no change │
│ QQuery 61 │           13.30 / 13.59 ±0.22 / 13.96 ms │                 12.95 / 13.15 ±0.17 / 13.36 ms │     no change │
│ QQuery 62 │       917.39 / 946.73 ±16.87 / 965.74 ms │             913.14 / 966.29 ±30.64 / 999.70 ms │     no change │
│ QQuery 63 │        107.11 / 107.74 ±0.66 / 108.88 ms │              105.41 / 106.21 ±0.68 / 107.32 ms │     no change │
│ QQuery 64 │       681.81 / 699.93 ±12.93 / 721.27 ms │              688.62 / 694.24 ±3.24 / 697.80 ms │     no change │
│ QQuery 65 │        254.91 / 259.48 ±3.26 / 263.67 ms │              256.85 / 258.95 ±3.01 / 264.77 ms │     no change │
│ QQuery 66 │       239.28 / 259.16 ±20.86 / 299.57 ms │             234.76 / 264.26 ±17.32 / 287.22 ms │     no change │
│ QQuery 67 │        311.30 / 321.02 ±7.32 / 333.26 ms │              312.42 / 320.70 ±5.11 / 327.35 ms │     no change │
│ QQuery 68 │             8.69 / 9.70 ±1.09 / 11.46 ms │                    9.08 / 9.41 ±0.30 / 9.80 ms │     no change │
│ QQuery 69 │        102.40 / 104.04 ±1.09 / 105.54 ms │              103.59 / 104.77 ±1.36 / 107.38 ms │     no change │
│ QQuery 70 │        348.97 / 358.23 ±8.37 / 370.12 ms │             345.46 / 360.04 ±13.30 / 383.83 ms │     no change │
│ QQuery 71 │        136.83 / 138.71 ±2.13 / 142.72 ms │              134.71 / 135.91 ±0.89 / 137.33 ms │     no change │
│ QQuery 72 │       605.02 / 627.79 ±11.97 / 637.76 ms │              607.45 / 617.32 ±8.09 / 631.17 ms │     no change │
│ QQuery 73 │              7.56 / 8.34 ±0.74 / 9.47 ms │                    6.56 / 7.48 ±0.91 / 9.22 ms │ +1.11x faster │
│ QQuery 74 │        622.81 / 636.39 ±7.38 / 644.44 ms │              592.06 / 599.55 ±5.88 / 606.89 ms │ +1.06x faster │
│ QQuery 75 │        275.51 / 278.14 ±1.80 / 280.89 ms │              278.07 / 279.58 ±1.45 / 281.59 ms │     no change │
│ QQuery 76 │        132.75 / 134.21 ±1.22 / 135.62 ms │              131.20 / 132.70 ±1.21 / 134.45 ms │     no change │
│ QQuery 77 │        189.66 / 191.83 ±2.15 / 195.47 ms │              188.58 / 189.79 ±0.79 / 190.89 ms │     no change │
│ QQuery 78 │        344.48 / 349.58 ±3.99 / 355.66 ms │              340.21 / 346.07 ±3.67 / 350.60 ms │     no change │
│ QQuery 79 │        237.38 / 241.50 ±3.64 / 248.25 ms │              234.27 / 239.35 ±5.49 / 249.99 ms │     no change │
│ QQuery 80 │        323.99 / 327.02 ±3.10 / 331.45 ms │              322.67 / 324.90 ±2.14 / 327.90 ms │     no change │
│ QQuery 81 │           26.59 / 27.79 ±0.99 / 29.11 ms │                 26.22 / 27.92 ±1.54 / 30.31 ms │     no change │
│ QQuery 82 │        200.91 / 205.31 ±3.10 / 208.57 ms │              198.68 / 201.49 ±2.79 / 206.26 ms │     no change │
│ QQuery 83 │           39.09 / 39.80 ±0.77 / 41.20 ms │                 38.97 / 39.62 ±0.49 / 40.30 ms │     no change │
│ QQuery 84 │           49.13 / 50.09 ±0.50 / 50.52 ms │                 49.10 / 50.05 ±0.89 / 51.72 ms │     no change │
│ QQuery 85 │        148.31 / 150.88 ±1.70 / 153.38 ms │              147.72 / 150.32 ±2.49 / 155.06 ms │     no change │
│ QQuery 86 │           38.36 / 40.51 ±1.08 / 41.13 ms │                 40.50 / 41.22 ±0.39 / 41.66 ms │     no change │
│ QQuery 87 │           87.60 / 90.48 ±2.51 / 94.81 ms │                 87.61 / 91.86 ±4.08 / 97.80 ms │     no change │
│ QQuery 88 │        101.09 / 102.22 ±1.23 / 104.57 ms │              100.79 / 101.39 ±0.57 / 102.38 ms │     no change │
│ QQuery 89 │        118.55 / 121.14 ±1.45 / 123.01 ms │              118.06 / 120.20 ±1.99 / 123.46 ms │     no change │
│ QQuery 90 │           24.11 / 24.50 ±0.24 / 24.79 ms │                 23.27 / 24.13 ±0.72 / 25.08 ms │     no change │
│ QQuery 91 │           63.53 / 64.94 ±0.79 / 65.73 ms │                 63.53 / 64.87 ±1.01 / 65.74 ms │     no change │
│ QQuery 92 │           58.95 / 59.64 ±0.75 / 61.02 ms │                 59.19 / 59.86 ±0.94 / 61.72 ms │     no change │
│ QQuery 93 │        186.22 / 189.50 ±2.46 / 192.66 ms │              189.76 / 191.51 ±1.17 / 192.74 ms │     no change │
│ QQuery 94 │           62.05 / 63.33 ±0.78 / 64.10 ms │                 62.86 / 64.09 ±1.05 / 65.41 ms │     no change │
│ QQuery 95 │        128.24 / 129.59 ±0.84 / 130.71 ms │              128.57 / 129.94 ±1.12 / 131.67 ms │     no change │
│ QQuery 96 │           73.57 / 74.79 ±0.75 / 75.53 ms │                 75.00 / 75.82 ±0.86 / 77.46 ms │     no change │
│ QQuery 97 │        126.21 / 128.21 ±1.22 / 129.90 ms │              124.79 / 128.96 ±2.88 / 133.02 ms │     no change │
│ QQuery 98 │        154.71 / 155.89 ±0.83 / 157.24 ms │              151.81 / 155.75 ±2.69 / 158.77 ms │     no change │
│ QQuery 99 │ 10816.40 / 10839.11 ±15.46 / 10863.26 ms │       10809.77 / 10837.94 ±25.98 / 10877.94 ms │     no change │
└───────────┴──────────────────────────────────────────┴────────────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                             ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                             │ 31978.21ms │
│ Total Time (dandandan_intermeidate-result-blocked-approach)   │ 31818.45ms │
│ Average Time (HEAD)                                           │   323.01ms │
│ Average Time (dandandan_intermeidate-result-blocked-approach) │   321.40ms │
│ Queries Faster                                                │          4 │
│ Queries Slower                                                │          1 │
│ Queries with No Change                                        │         94 │
│ Queries with Failure                                          │          0 │
└───────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric Value
Wall time 160.2s
Peak memory 5.0 GiB
Avg memory 4.2 GiB
CPU user 264.1s
CPU sys 17.7s
Peak spill 0 B

tpcds — branch

Metric Value
Wall time 159.4s
Peak memory 5.3 GiB
Avg memory 4.4 GiB
CPU user 262.1s
CPU sys 17.5s
Peak spill 0 B

File an issue against this benchmark runner

@Dandandan Dandandan closed this Apr 14, 2026
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