perf: Implement groups accumulator count distinct primitive types by coderfender · Pull Request #21561 · apache/datafusion

coderfender · 2026-04-11T23:30:31Z

Which issue does this PR close?

Evaluate perf with group accumulators for count distinct

Closes #.

Rationale for this change

What changes are included in this PR?

Are these changes tested?

Are there any user-facing changes?

coderfender · 2026-04-11T23:31:17Z

Requesting to run benchmarks TPCH , TPCDS , clickbench etc to see how groups accumulator impl performs in count(distinct) use case

Dandandan · 2026-04-12T04:57:34Z

run benchmark tpch tpcds clickbench_partitiomed clickbemch_extended

adriangbot · 2026-04-12T05:00:09Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4230786454-1098-ljnsh 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 implement_groups_accumulator_count_distinct_primitive_types (f0b2a4a) to 16e578d (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-12T05:00:42Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4230786454-1099-gqfv6 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 implement_groups_accumulator_count_distinct_primitive_types (f0b2a4a) to 16e578d (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-12T05:00:42Z

🤖 Criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4230786454-1101-4lf7q 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 implement_groups_accumulator_count_distinct_primitive_types (f0b2a4a) to 16e578d (merge-base) diff
BENCH_NAME=clickbemch_extended
BENCH_COMMAND=cargo bench --features=parquet --bench clickbemch_extended
BENCH_FILTER=
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-12T05:00:42Z

🤖 Criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4230786454-1100-wf4xk 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 implement_groups_accumulator_count_distinct_primitive_types (f0b2a4a) to 16e578d (merge-base) diff
BENCH_NAME=clickbench_partitiomed
BENCH_COMMAND=cargo bench --features=parquet --bench clickbench_partitiomed
BENCH_FILTER=
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-12T05:00:48Z

Benchmark for this request failed.

Last 20 lines of output:

Click to expand

    struct_query_sql
    substr
    substr_index
    substring
    sum
    to_char
    to_hex
    to_local_time
    to_time
    to_timestamp
    topk_aggregate
    topk_repartition
    translate
    trim
    trunc
    unhex
    upper
    uuid
    window_query_sql
    with_hashes

File an issue against this benchmark runner

adriangbot · 2026-04-12T05:00:48Z

Benchmark for this request failed.

Last 20 lines of output:

Click to expand

    struct_query_sql
    substr
    substr_index
    substring
    sum
    to_char
    to_hex
    to_local_time
    to_time
    to_timestamp
    topk_aggregate
    topk_repartition
    translate
    trim
    trunc
    unhex
    upper
    uuid
    window_query_sql
    with_hashes

File an issue against this benchmark runner

adriangbot · 2026-04-12T05:18:24Z

🤖 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 implement_groups_accumulator_count_distinct_primitive_types
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃ implement_groups_accumulator_count_distinct_primitive_types ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.67 / 7.10 ±0.72 / 8.54 ms │                                 6.64 / 7.05 ±0.79 / 8.62 ms │     no change │
│ QQuery 2  │        145.52 / 146.06 ±0.55 / 146.84 ms │                           143.94 / 144.92 ±0.69 / 145.77 ms │     no change │
│ QQuery 3  │        113.10 / 113.85 ±0.57 / 114.51 ms │                           113.42 / 114.24 ±0.68 / 115.10 ms │     no change │
│ QQuery 4  │    1319.23 / 1330.98 ±11.07 / 1349.57 ms │                       1298.35 / 1327.61 ±27.90 / 1378.68 ms │     no change │
│ QQuery 5  │        172.99 / 174.44 ±1.15 / 176.35 ms │                           171.54 / 172.70 ±0.95 / 174.34 ms │     no change │
│ QQuery 6  │        851.09 / 863.36 ±6.48 / 870.22 ms │                          843.12 / 868.04 ±22.23 / 909.25 ms │     no change │
│ QQuery 7  │        340.10 / 341.59 ±1.36 / 344.13 ms │                           338.82 / 343.62 ±2.91 / 347.73 ms │     no change │
│ QQuery 8  │        115.78 / 117.00 ±0.99 / 117.90 ms │                           116.26 / 116.66 ±0.46 / 117.52 ms │     no change │
│ QQuery 9  │        101.00 / 104.78 ±3.16 / 108.12 ms │                           100.33 / 104.53 ±3.23 / 107.54 ms │     no change │
│ QQuery 10 │        104.75 / 106.03 ±0.71 / 106.81 ms │                           107.03 / 107.46 ±0.41 / 108.16 ms │     no change │
│ QQuery 11 │        899.26 / 911.99 ±7.96 / 921.52 ms │                          894.74 / 951.23 ±30.46 / 987.02 ms │     no change │
│ QQuery 12 │           44.96 / 46.16 ±0.96 / 47.38 ms │                              44.51 / 46.69 ±1.53 / 48.92 ms │     no change │
│ QQuery 13 │        399.04 / 400.05 ±0.87 / 401.68 ms │                           401.80 / 404.66 ±2.68 / 409.31 ms │     no change │
│ QQuery 14 │      997.99 / 1001.65 ±2.57 / 1004.77 ms │                          988.85 / 997.22 ±7.25 / 1009.32 ms │     no change │
│ QQuery 15 │           15.36 / 16.46 ±0.84 / 17.84 ms │                              15.01 / 16.80 ±1.12 / 18.28 ms │     no change │
│ QQuery 16 │              7.17 / 7.56 ±0.36 / 8.03 ms │                                 7.24 / 7.58 ±0.35 / 8.02 ms │     no change │
│ QQuery 17 │        227.77 / 229.20 ±0.94 / 230.58 ms │                           226.27 / 228.60 ±1.81 / 231.10 ms │     no change │
│ QQuery 18 │        126.99 / 127.64 ±0.65 / 128.49 ms │                           128.14 / 129.22 ±1.14 / 131.43 ms │     no change │
│ QQuery 19 │        155.20 / 156.58 ±1.07 / 157.69 ms │                           155.13 / 157.46 ±1.54 / 159.74 ms │     no change │
│ QQuery 20 │           13.85 / 14.29 ±0.26 / 14.59 ms │                              13.96 / 14.35 ±0.41 / 14.90 ms │     no change │
│ QQuery 21 │           19.10 / 19.48 ±0.33 / 19.88 ms │                              19.26 / 19.91 ±0.52 / 20.65 ms │     no change │
│ QQuery 22 │        484.06 / 487.99 ±2.62 / 492.04 ms │                           483.72 / 489.34 ±3.39 / 493.61 ms │     no change │
│ QQuery 23 │        852.27 / 864.37 ±7.39 / 873.54 ms │                           864.44 / 869.10 ±5.15 / 878.77 ms │     no change │
│ QQuery 24 │        374.54 / 378.04 ±3.53 / 384.26 ms │                           380.07 / 382.78 ±3.03 / 387.21 ms │     no change │
│ QQuery 25 │        337.29 / 340.29 ±2.27 / 343.81 ms │                           335.49 / 340.57 ±3.40 / 346.01 ms │     no change │
│ QQuery 26 │           80.06 / 81.81 ±2.20 / 86.02 ms │                              80.93 / 82.63 ±1.79 / 86.05 ms │     no change │
│ QQuery 27 │              7.00 / 7.08 ±0.05 / 7.14 ms │                                 6.78 / 7.25 ±0.41 / 7.98 ms │     no change │
│ QQuery 28 │        147.46 / 149.05 ±0.84 / 149.85 ms │                           149.12 / 150.47 ±1.22 / 152.38 ms │     no change │
│ QQuery 29 │        278.04 / 280.35 ±1.45 / 282.24 ms │                           278.34 / 281.08 ±1.50 / 282.75 ms │     no change │
│ QQuery 30 │           42.76 / 45.29 ±1.85 / 48.14 ms │                              43.36 / 44.93 ±1.35 / 47.38 ms │     no change │
│ QQuery 31 │        170.17 / 171.77 ±1.08 / 173.20 ms │                           169.10 / 171.27 ±1.54 / 172.88 ms │     no change │
│ QQuery 32 │           57.04 / 58.66 ±1.27 / 60.86 ms │                              56.69 / 57.35 ±0.70 / 58.22 ms │     no change │
│ QQuery 33 │        139.04 / 141.18 ±1.80 / 143.48 ms │                           139.62 / 141.68 ±2.04 / 145.24 ms │     no change │
│ QQuery 34 │              6.92 / 7.17 ±0.22 / 7.58 ms │                                 6.88 / 7.13 ±0.26 / 7.61 ms │     no change │
│ QQuery 35 │        108.29 / 108.76 ±0.68 / 110.08 ms │                           102.84 / 106.97 ±2.28 / 109.24 ms │     no change │
│ QQuery 36 │              6.39 / 6.65 ±0.26 / 7.15 ms │                                 6.36 / 6.57 ±0.29 / 7.14 ms │     no change │
│ QQuery 37 │              8.11 / 8.42 ±0.23 / 8.69 ms │                                 8.26 / 8.39 ±0.12 / 8.54 ms │     no change │
│ QQuery 38 │           82.84 / 86.11 ±3.37 / 92.29 ms │                              83.54 / 86.17 ±3.15 / 92.17 ms │     no change │
│ QQuery 39 │        122.37 / 124.22 ±1.69 / 127.37 ms │                           123.58 / 126.42 ±2.09 / 128.87 ms │     no change │
│ QQuery 40 │        108.73 / 113.81 ±8.15 / 130.04 ms │                           108.47 / 117.69 ±8.07 / 132.57 ms │     no change │
│ QQuery 41 │           14.86 / 15.71 ±0.76 / 17.12 ms │                              14.81 / 15.91 ±1.00 / 17.42 ms │     no change │
│ QQuery 42 │        107.91 / 109.56 ±0.99 / 110.87 ms │                           106.94 / 108.93 ±1.61 / 111.41 ms │     no change │
│ QQuery 43 │              5.85 / 6.03 ±0.18 / 6.37 ms │                                 6.18 / 6.44 ±0.23 / 6.74 ms │  1.07x slower │
│ QQuery 44 │           11.44 / 11.69 ±0.16 / 11.86 ms │                              11.94 / 12.67 ±0.99 / 14.54 ms │  1.08x slower │
│ QQuery 45 │           49.27 / 51.05 ±0.98 / 52.14 ms │                              49.28 / 51.37 ±1.57 / 53.21 ms │     no change │
│ QQuery 46 │              8.45 / 8.86 ±0.45 / 9.73 ms │                                 8.16 / 8.74 ±0.55 / 9.73 ms │     no change │
│ QQuery 47 │        703.68 / 717.37 ±7.63 / 724.32 ms │                          688.31 / 702.25 ±10.98 / 718.99 ms │     no change │
│ QQuery 48 │        283.48 / 290.31 ±4.54 / 297.33 ms │                           291.43 / 295.22 ±2.69 / 299.51 ms │     no change │
│ QQuery 49 │        247.34 / 251.04 ±2.12 / 253.23 ms │                           248.25 / 250.65 ±1.66 / 253.40 ms │     no change │
│ QQuery 50 │        221.95 / 225.40 ±3.91 / 232.82 ms │                           217.23 / 222.68 ±3.36 / 227.71 ms │     no change │
│ QQuery 51 │        179.02 / 180.58 ±1.30 / 182.02 ms │                           180.58 / 183.96 ±2.91 / 188.56 ms │     no change │
│ QQuery 52 │        108.24 / 109.22 ±0.78 / 110.44 ms │                           108.12 / 109.01 ±0.73 / 110.21 ms │     no change │
│ QQuery 53 │        102.42 / 103.80 ±1.05 / 105.21 ms │                           101.58 / 103.28 ±1.38 / 105.02 ms │     no change │
│ QQuery 54 │        145.77 / 146.83 ±0.87 / 148.30 ms │                           145.73 / 147.44 ±1.20 / 149.27 ms │     no change │
│ QQuery 55 │        107.32 / 108.82 ±0.89 / 109.56 ms │                           106.60 / 107.46 ±0.71 / 108.29 ms │     no change │
│ QQuery 56 │        140.13 / 141.85 ±1.54 / 143.77 ms │                           138.89 / 141.09 ±1.37 / 142.88 ms │     no change │
│ QQuery 57 │        176.23 / 177.21 ±0.90 / 178.69 ms │                           174.08 / 175.85 ±1.38 / 178.30 ms │     no change │
│ QQuery 58 │        291.30 / 301.87 ±7.33 / 313.62 ms │                           300.86 / 303.47 ±2.65 / 308.42 ms │     no change │
│ QQuery 59 │        198.28 / 199.39 ±0.99 / 201.25 ms │                           200.47 / 204.11 ±3.12 / 209.38 ms │     no change │
│ QQuery 60 │        143.19 / 144.22 ±0.78 / 145.10 ms │                           143.39 / 144.69 ±0.98 / 146.32 ms │     no change │
│ QQuery 61 │           12.93 / 13.13 ±0.21 / 13.51 ms │                              13.23 / 13.58 ±0.34 / 14.17 ms │     no change │
│ QQuery 62 │       924.37 / 946.25 ±22.24 / 986.54 ms │                          890.22 / 919.10 ±18.71 / 938.71 ms │     no change │
│ QQuery 63 │        104.45 / 106.49 ±2.48 / 111.29 ms │                           102.29 / 103.86 ±1.04 / 105.10 ms │     no change │
│ QQuery 64 │        672.07 / 678.36 ±4.09 / 684.89 ms │                           679.64 / 685.80 ±4.04 / 691.82 ms │     no change │
│ QQuery 65 │        242.44 / 250.34 ±4.95 / 257.89 ms │                           248.45 / 251.95 ±3.53 / 258.50 ms │     no change │
│ QQuery 66 │        240.40 / 248.97 ±5.78 / 257.76 ms │                           241.48 / 254.93 ±9.99 / 266.99 ms │     no change │
│ QQuery 67 │        305.04 / 311.65 ±7.58 / 326.41 ms │                           312.94 / 321.02 ±7.59 / 332.20 ms │     no change │
│ QQuery 68 │           10.19 / 11.21 ±0.73 / 12.39 ms │                               8.68 / 10.29 ±1.69 / 13.12 ms │ +1.09x faster │
│ QQuery 69 │        101.77 / 103.42 ±1.75 / 106.28 ms │                           103.24 / 104.80 ±0.87 / 105.72 ms │     no change │
│ QQuery 70 │       336.64 / 347.16 ±11.48 / 368.52 ms │                          320.54 / 346.05 ±15.58 / 367.90 ms │     no change │
│ QQuery 71 │        133.27 / 136.10 ±1.84 / 138.54 ms │                           135.97 / 138.89 ±3.04 / 144.38 ms │     no change │
│ QQuery 72 │        611.94 / 617.05 ±4.48 / 624.93 ms │                           596.60 / 611.64 ±8.52 / 622.63 ms │     no change │
│ QQuery 73 │              6.60 / 7.92 ±0.72 / 8.74 ms │                                 7.03 / 7.94 ±0.87 / 9.27 ms │     no change │
│ QQuery 74 │        564.08 / 567.88 ±4.30 / 576.11 ms │                           553.35 / 563.86 ±9.53 / 579.02 ms │     no change │
│ QQuery 75 │        273.98 / 275.96 ±1.76 / 279.23 ms │                           275.31 / 277.50 ±1.68 / 279.83 ms │     no change │
│ QQuery 76 │        130.69 / 132.45 ±1.59 / 135.38 ms │                           131.03 / 131.88 ±0.65 / 132.88 ms │     no change │
│ QQuery 77 │        186.35 / 189.20 ±2.45 / 192.41 ms │                           188.41 / 190.03 ±0.84 / 190.80 ms │     no change │
│ QQuery 78 │        337.21 / 340.33 ±2.13 / 342.86 ms │                           335.72 / 337.13 ±1.56 / 339.94 ms │     no change │
│ QQuery 79 │        233.14 / 234.52 ±1.12 / 236.01 ms │                           230.24 / 234.02 ±1.99 / 235.88 ms │     no change │
│ QQuery 80 │        319.02 / 320.94 ±1.60 / 323.86 ms │                           319.97 / 324.30 ±3.86 / 329.96 ms │     no change │
│ QQuery 81 │           25.97 / 27.33 ±1.22 / 29.27 ms │                              26.11 / 26.62 ±0.42 / 27.30 ms │     no change │
│ QQuery 82 │        197.31 / 199.34 ±2.21 / 203.33 ms │                           197.15 / 199.69 ±2.47 / 204.18 ms │     no change │
│ QQuery 83 │           37.65 / 39.42 ±1.19 / 40.92 ms │                              38.74 / 39.71 ±0.86 / 41.22 ms │     no change │
│ QQuery 84 │           47.28 / 47.82 ±0.50 / 48.67 ms │                              47.82 / 48.99 ±0.79 / 50.20 ms │     no change │
│ QQuery 85 │        144.83 / 148.70 ±2.09 / 151.12 ms │                           148.28 / 150.12 ±1.76 / 153.48 ms │     no change │
│ QQuery 86 │           38.19 / 39.35 ±0.75 / 40.18 ms │                              39.43 / 40.19 ±0.48 / 40.64 ms │     no change │
│ QQuery 87 │           85.08 / 88.06 ±3.53 / 94.97 ms │                              80.11 / 86.50 ±4.50 / 93.88 ms │     no change │
│ QQuery 88 │         99.71 / 100.70 ±0.69 / 101.64 ms │                            99.49 / 100.48 ±1.16 / 102.71 ms │     no change │
│ QQuery 89 │        118.40 / 119.78 ±1.15 / 121.33 ms │                           118.44 / 119.35 ±0.94 / 120.99 ms │     no change │
│ QQuery 90 │           22.54 / 23.74 ±1.11 / 25.78 ms │                              23.26 / 24.18 ±0.68 / 25.36 ms │     no change │
│ QQuery 91 │           61.81 / 64.31 ±1.34 / 65.62 ms │                              64.07 / 64.48 ±0.39 / 64.96 ms │     no change │
│ QQuery 92 │           57.05 / 57.91 ±0.99 / 59.64 ms │                              56.16 / 57.74 ±1.00 / 59.07 ms │     no change │
│ QQuery 93 │        185.01 / 186.26 ±0.77 / 187.21 ms │                           183.50 / 186.60 ±1.61 / 188.15 ms │     no change │
│ QQuery 94 │           61.08 / 61.52 ±0.38 / 62.17 ms │                              61.35 / 62.19 ±0.77 / 63.53 ms │     no change │
│ QQuery 95 │        126.61 / 127.67 ±0.63 / 128.42 ms │                           126.61 / 128.23 ±1.52 / 131.03 ms │     no change │
│ QQuery 96 │           70.84 / 73.27 ±1.35 / 74.72 ms │                              73.14 / 74.07 ±1.03 / 75.65 ms │     no change │
│ QQuery 97 │        123.94 / 126.62 ±1.80 / 128.70 ms │                           125.18 / 127.21 ±1.56 / 129.10 ms │     no change │
│ QQuery 98 │        153.15 / 155.09 ±1.28 / 156.86 ms │                           151.91 / 153.64 ±1.54 / 156.30 ms │     no change │
│ QQuery 99 │ 10769.94 / 10822.64 ±39.76 / 10893.40 ms │                    10767.18 / 10783.97 ±13.36 / 10799.71 ms │     no change │
└───────────┴──────────────────────────────────────────┴─────────────────────────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                                          ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                                          │ 31346.92ms │
│ Total Time (implement_groups_accumulator_count_distinct_primitive_types)   │ 31356.03ms │
│ Average Time (HEAD)                                                        │   316.64ms │
│ Average Time (implement_groups_accumulator_count_distinct_primitive_types) │   316.73ms │
│ Queries Faster                                                             │          1 │
│ Queries Slower                                                             │          2 │
│ Queries with No Change                                                     │         96 │
│ Queries with Failure                                                       │          0 │
└────────────────────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	157.1s
Peak memory	5.7 GiB
Avg memory	4.7 GiB
CPU user	258.2s
CPU sys	16.8s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	157.0s
Peak memory	5.4 GiB
Avg memory	4.4 GiB
CPU user	258.4s
CPU sys	17.0s
Peak spill	0 B

File an issue against this benchmark runner

coderfender · 2026-04-12T06:15:27Z

@Dandandan could you retrigger the benchmarks again please?

Dandandan · 2026-04-12T08:51:34Z

run benchmark tpch tpcds clickbench_partitioned clickbench_extended

adriangbot · 2026-04-12T08:54:08Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4231151449-1102-g9w92 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 implement_groups_accumulator_count_distinct_primitive_types (ee0c865) to 16e578d (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-12T08:54:11Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4231151449-1105-xpttn 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 implement_groups_accumulator_count_distinct_primitive_types (ee0c865) to 16e578d (merge-base) diff using: clickbench_extended
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-12T08:54:12Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4231151449-1104-k4vbw 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 implement_groups_accumulator_count_distinct_primitive_types (ee0c865) to 16e578d (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-12T08:54:16Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4231151449-1103-pfrtl 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 implement_groups_accumulator_count_distinct_primitive_types (ee0c865) to 16e578d (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-12T09:12:41Z

🤖 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 implement_groups_accumulator_count_distinct_primitive_types
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃ implement_groups_accumulator_count_distinct_primitive_types ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.56 / 7.04 ±0.81 / 8.66 ms │                                 6.75 / 7.24 ±0.73 / 8.68 ms │     no change │
│ QQuery 2  │        146.79 / 147.78 ±0.80 / 148.83 ms │                           145.30 / 146.68 ±1.17 / 148.38 ms │     no change │
│ QQuery 3  │        112.83 / 113.80 ±0.64 / 114.70 ms │                           114.32 / 115.24 ±0.88 / 116.68 ms │     no change │
│ QQuery 4  │    1355.07 / 1386.38 ±22.59 / 1418.44 ms │                       1387.67 / 1407.95 ±14.22 / 1427.10 ms │     no change │
│ QQuery 5  │        171.43 / 172.73 ±1.42 / 175.49 ms │                           173.06 / 175.02 ±2.22 / 178.69 ms │     no change │
│ QQuery 6  │       822.98 / 861.15 ±24.96 / 892.09 ms │                          855.97 / 879.77 ±17.26 / 902.44 ms │     no change │
│ QQuery 7  │        336.33 / 344.51 ±4.31 / 348.02 ms │                           343.05 / 345.13 ±2.14 / 348.89 ms │     no change │
│ QQuery 8  │        115.20 / 116.50 ±1.08 / 118.21 ms │                           118.51 / 119.15 ±0.50 / 119.82 ms │     no change │
│ QQuery 9  │        101.46 / 110.46 ±9.91 / 129.78 ms │                           100.83 / 103.72 ±3.07 / 107.51 ms │ +1.06x faster │
│ QQuery 10 │        107.15 / 108.22 ±0.81 / 109.14 ms │                           106.52 / 108.09 ±1.01 / 109.41 ms │     no change │
│ QQuery 11 │       963.92 / 976.73 ±10.67 / 995.75 ms │                          982.23 / 992.76 ±8.92 / 1005.70 ms │     no change │
│ QQuery 12 │           44.90 / 46.66 ±1.40 / 48.80 ms │                              46.89 / 47.49 ±0.56 / 48.51 ms │     no change │
│ QQuery 13 │        402.02 / 405.58 ±2.08 / 407.31 ms │                           402.47 / 404.05 ±1.32 / 406.28 ms │     no change │
│ QQuery 14 │     1018.49 / 1020.69 ±2.09 / 1024.38 ms │                        1003.19 / 1012.03 ±6.41 / 1020.19 ms │     no change │
│ QQuery 15 │           15.95 / 16.64 ±0.56 / 17.40 ms │                              16.40 / 17.23 ±0.81 / 18.62 ms │     no change │
│ QQuery 16 │              7.20 / 7.54 ±0.25 / 7.87 ms │                                 7.66 / 8.22 ±0.53 / 9.20 ms │  1.09x slower │
│ QQuery 17 │       229.34 / 247.33 ±34.46 / 316.25 ms │                           226.53 / 229.77 ±3.28 / 235.79 ms │ +1.08x faster │
│ QQuery 18 │        126.95 / 129.19 ±1.47 / 131.24 ms │                           126.98 / 128.99 ±1.21 / 130.34 ms │     no change │
│ QQuery 19 │        154.37 / 157.10 ±1.67 / 158.90 ms │                           156.33 / 158.27 ±1.72 / 161.28 ms │     no change │
│ QQuery 20 │           14.11 / 14.64 ±0.39 / 15.30 ms │                              14.05 / 14.66 ±0.37 / 15.10 ms │     no change │
│ QQuery 21 │           19.34 / 19.69 ±0.27 / 20.04 ms │                              19.88 / 20.40 ±0.34 / 20.88 ms │     no change │
│ QQuery 22 │        486.43 / 491.90 ±3.12 / 495.01 ms │                           489.28 / 495.17 ±4.93 / 501.65 ms │     no change │
│ QQuery 23 │        890.26 / 901.68 ±7.33 / 910.76 ms │                          905.74 / 918.25 ±10.42 / 933.82 ms │     no change │
│ QQuery 24 │        385.36 / 386.52 ±0.84 / 387.33 ms │                           391.48 / 392.49 ±1.08 / 394.38 ms │     no change │
│ QQuery 25 │        341.38 / 344.73 ±2.30 / 348.60 ms │                           347.63 / 350.84 ±2.54 / 354.31 ms │     no change │
│ QQuery 26 │           80.94 / 81.96 ±0.70 / 83.07 ms │                              81.84 / 84.34 ±2.04 / 87.71 ms │     no change │
│ QQuery 27 │              7.39 / 8.00 ±0.70 / 9.33 ms │                                 7.34 / 8.02 ±0.67 / 9.06 ms │     no change │
│ QQuery 28 │        147.68 / 149.53 ±1.24 / 151.11 ms │                           152.99 / 154.48 ±0.94 / 155.83 ms │     no change │
│ QQuery 29 │        282.96 / 284.16 ±0.89 / 285.42 ms │                           287.39 / 291.18 ±2.42 / 294.05 ms │     no change │
│ QQuery 30 │           43.79 / 46.13 ±1.77 / 48.27 ms │                              44.52 / 46.55 ±2.30 / 50.98 ms │     no change │
│ QQuery 31 │        173.05 / 174.28 ±1.25 / 176.62 ms │                           172.16 / 174.64 ±1.25 / 175.40 ms │     no change │
│ QQuery 32 │           57.09 / 58.61 ±0.86 / 59.67 ms │                              58.03 / 58.87 ±1.03 / 60.89 ms │     no change │
│ QQuery 33 │        140.94 / 141.80 ±0.82 / 143.04 ms │                           140.84 / 143.32 ±1.59 / 145.86 ms │     no change │
│ QQuery 34 │              6.94 / 7.11 ±0.23 / 7.57 ms │                                 7.29 / 7.50 ±0.22 / 7.90 ms │  1.06x slower │
│ QQuery 35 │        109.60 / 110.36 ±0.97 / 112.18 ms │                           108.19 / 109.71 ±0.88 / 110.93 ms │     no change │
│ QQuery 36 │              6.73 / 6.91 ±0.19 / 7.22 ms │                                 6.81 / 7.03 ±0.14 / 7.23 ms │     no change │
│ QQuery 37 │              8.54 / 8.85 ±0.28 / 9.29 ms │                                8.69 / 9.22 ±0.55 / 10.21 ms │     no change │
│ QQuery 38 │           83.80 / 87.89 ±4.64 / 95.78 ms │                              86.78 / 90.82 ±2.86 / 95.20 ms │     no change │
│ QQuery 39 │        126.74 / 129.75 ±1.91 / 132.09 ms │                           130.69 / 132.81 ±1.20 / 134.36 ms │     no change │
│ QQuery 40 │        109.11 / 115.65 ±8.54 / 132.38 ms │                           110.99 / 118.36 ±7.56 / 132.66 ms │     no change │
│ QQuery 41 │           14.74 / 16.11 ±0.92 / 16.98 ms │                              14.72 / 15.91 ±0.81 / 17.09 ms │     no change │
│ QQuery 42 │        107.00 / 109.18 ±1.35 / 110.73 ms │                           109.50 / 111.60 ±1.10 / 112.60 ms │     no change │
│ QQuery 43 │              6.02 / 6.16 ±0.14 / 6.42 ms │                                 6.19 / 6.81 ±0.74 / 8.23 ms │  1.11x slower │
│ QQuery 44 │           11.86 / 12.01 ±0.09 / 12.15 ms │                              11.83 / 12.06 ±0.18 / 12.38 ms │     no change │
│ QQuery 45 │           50.30 / 51.50 ±1.12 / 53.40 ms │                              51.51 / 52.30 ±0.45 / 52.75 ms │     no change │
│ QQuery 46 │             8.56 / 9.40 ±1.01 / 10.97 ms │                                 9.00 / 9.33 ±0.28 / 9.67 ms │     no change │
│ QQuery 47 │        768.50 / 773.33 ±2.80 / 777.07 ms │                          752.92 / 775.27 ±19.36 / 800.53 ms │     no change │
│ QQuery 48 │        293.06 / 297.40 ±2.65 / 300.94 ms │                           287.55 / 292.91 ±4.07 / 297.77 ms │     no change │
│ QQuery 49 │        253.31 / 256.07 ±2.92 / 260.77 ms │                           250.51 / 253.13 ±1.95 / 255.39 ms │     no change │
│ QQuery 50 │        222.76 / 230.07 ±4.14 / 234.72 ms │                           222.90 / 227.82 ±5.25 / 235.67 ms │     no change │
│ QQuery 51 │        179.81 / 183.93 ±4.16 / 191.83 ms │                           182.58 / 184.11 ±1.73 / 187.33 ms │     no change │
│ QQuery 52 │        107.73 / 109.29 ±1.45 / 112.01 ms │                           108.63 / 109.37 ±0.54 / 110.01 ms │     no change │
│ QQuery 53 │        102.19 / 102.78 ±0.49 / 103.41 ms │                           103.18 / 104.74 ±1.18 / 106.24 ms │     no change │
│ QQuery 54 │        147.94 / 149.30 ±1.45 / 152.08 ms │                           148.08 / 149.37 ±1.28 / 151.10 ms │     no change │
│ QQuery 55 │        107.05 / 108.83 ±1.65 / 111.72 ms │                           108.14 / 108.85 ±0.48 / 109.46 ms │     no change │
│ QQuery 56 │        141.63 / 143.61 ±1.64 / 145.88 ms │                           141.42 / 144.51 ±1.73 / 146.48 ms │     no change │
│ QQuery 57 │        177.53 / 179.24 ±1.83 / 182.61 ms │                           177.62 / 179.04 ±1.01 / 180.34 ms │     no change │
│ QQuery 58 │       290.03 / 305.28 ±11.56 / 324.22 ms │                           305.71 / 308.03 ±3.06 / 313.94 ms │     no change │
│ QQuery 59 │        201.59 / 204.43 ±2.33 / 208.66 ms │                           199.37 / 202.00 ±1.96 / 204.23 ms │     no change │
│ QQuery 60 │        143.53 / 146.09 ±1.72 / 148.19 ms │                           143.10 / 145.99 ±1.67 / 148.14 ms │     no change │
│ QQuery 61 │           13.41 / 13.61 ±0.23 / 14.05 ms │                              13.40 / 13.59 ±0.13 / 13.79 ms │     no change │
│ QQuery 62 │      903.50 / 953.44 ±49.24 / 1047.66 ms │                          914.91 / 927.28 ±12.48 / 950.56 ms │     no change │
│ QQuery 63 │        102.20 / 104.71 ±1.95 / 107.82 ms │                           103.30 / 105.81 ±2.47 / 109.89 ms │     no change │
│ QQuery 64 │        705.67 / 712.59 ±4.83 / 720.36 ms │                           683.32 / 688.30 ±3.81 / 693.97 ms │     no change │
│ QQuery 65 │        267.45 / 273.67 ±4.93 / 279.94 ms │                           252.66 / 259.09 ±3.85 / 263.97 ms │ +1.06x faster │
│ QQuery 66 │        259.19 / 268.79 ±7.35 / 281.14 ms │                           246.04 / 254.69 ±5.76 / 262.51 ms │ +1.06x faster │
│ QQuery 67 │        327.73 / 332.44 ±5.09 / 342.22 ms │                           313.20 / 323.17 ±7.81 / 336.86 ms │     no change │
│ QQuery 68 │            9.24 / 10.87 ±2.07 / 14.67 ms │                               9.22 / 10.46 ±0.96 / 11.85 ms │     no change │
│ QQuery 69 │        105.20 / 107.13 ±2.23 / 110.42 ms │                           103.26 / 104.67 ±1.03 / 105.87 ms │     no change │
│ QQuery 70 │        348.44 / 356.46 ±8.54 / 371.33 ms │                          337.04 / 349.46 ±10.31 / 367.83 ms │     no change │
│ QQuery 71 │        137.25 / 140.12 ±2.22 / 142.78 ms │                           135.23 / 139.57 ±4.90 / 148.72 ms │     no change │
│ QQuery 72 │       623.65 / 639.42 ±12.11 / 659.85 ms │                           613.78 / 624.57 ±8.53 / 637.95 ms │     no change │
│ QQuery 73 │             7.63 / 8.96 ±1.58 / 11.99 ms │                                 7.66 / 8.64 ±0.83 / 9.89 ms │     no change │
│ QQuery 74 │        656.28 / 660.71 ±4.14 / 667.54 ms │                           613.47 / 618.70 ±3.59 / 623.77 ms │ +1.07x faster │
│ QQuery 75 │        277.46 / 281.99 ±3.21 / 286.41 ms │                           275.09 / 278.62 ±3.47 / 284.19 ms │     no change │
│ QQuery 76 │        133.88 / 135.43 ±1.20 / 137.16 ms │                           131.75 / 133.00 ±1.04 / 134.15 ms │     no change │
│ QQuery 77 │        189.77 / 191.55 ±1.07 / 192.67 ms │                           188.97 / 190.48 ±1.55 / 192.93 ms │     no change │
│ QQuery 78 │        349.76 / 353.37 ±2.26 / 356.73 ms │                           340.58 / 343.64 ±2.40 / 346.68 ms │     no change │
│ QQuery 79 │        244.40 / 250.25 ±3.09 / 253.65 ms │                           236.43 / 240.86 ±3.40 / 245.58 ms │     no change │
│ QQuery 80 │        320.86 / 324.67 ±2.69 / 328.74 ms │                           320.20 / 321.85 ±1.09 / 323.32 ms │     no change │
│ QQuery 81 │           26.94 / 28.46 ±1.73 / 31.70 ms │                              26.34 / 27.17 ±0.80 / 28.21 ms │     no change │
│ QQuery 82 │        197.05 / 200.03 ±2.61 / 204.23 ms │                           198.51 / 201.49 ±2.08 / 203.59 ms │     no change │
│ QQuery 83 │           39.34 / 40.54 ±1.04 / 42.09 ms │                              38.29 / 40.61 ±1.22 / 41.59 ms │     no change │
│ QQuery 84 │           49.78 / 50.49 ±0.40 / 51.01 ms │                              48.06 / 49.10 ±0.79 / 50.41 ms │     no change │
│ QQuery 85 │        148.88 / 151.06 ±1.42 / 153.22 ms │                           146.31 / 148.69 ±1.41 / 150.57 ms │     no change │
│ QQuery 86 │           40.10 / 40.54 ±0.46 / 41.27 ms │                              39.31 / 40.77 ±0.98 / 42.31 ms │     no change │
│ QQuery 87 │           83.85 / 89.44 ±3.64 / 95.11 ms │                              87.71 / 92.19 ±3.33 / 96.11 ms │     no change │
│ QQuery 88 │        101.60 / 103.05 ±1.18 / 104.85 ms │                           101.14 / 102.34 ±0.82 / 103.52 ms │     no change │
│ QQuery 89 │        119.34 / 121.14 ±1.24 / 123.05 ms │                           119.26 / 120.85 ±1.38 / 122.75 ms │     no change │
│ QQuery 90 │           23.87 / 24.33 ±0.35 / 24.70 ms │                              23.74 / 24.48 ±0.73 / 25.71 ms │     no change │
│ QQuery 91 │           63.81 / 64.62 ±0.70 / 65.92 ms │                              63.43 / 64.76 ±0.97 / 66.28 ms │     no change │
│ QQuery 92 │           58.08 / 59.78 ±1.20 / 60.84 ms │                              57.97 / 59.04 ±0.72 / 60.04 ms │     no change │
│ QQuery 93 │        190.00 / 191.89 ±1.35 / 193.80 ms │                           187.83 / 188.57 ±0.72 / 189.83 ms │     no change │
│ QQuery 94 │           62.48 / 62.95 ±0.37 / 63.46 ms │                              61.97 / 62.46 ±0.39 / 63.09 ms │     no change │
│ QQuery 95 │        129.61 / 130.74 ±1.06 / 132.73 ms │                           129.73 / 131.13 ±1.48 / 133.76 ms │     no change │
│ QQuery 96 │           74.50 / 75.63 ±0.83 / 76.32 ms │                              75.08 / 75.89 ±0.82 / 77.45 ms │     no change │
│ QQuery 97 │        126.31 / 129.58 ±1.75 / 131.47 ms │                           126.86 / 128.48 ±1.37 / 130.20 ms │     no change │
│ QQuery 98 │        155.17 / 159.14 ±2.16 / 161.08 ms │                           155.06 / 156.75 ±1.81 / 159.68 ms │     no change │
│ QQuery 99 │ 10825.07 / 10905.21 ±44.63 / 10953.01 ms │                    10740.37 / 10800.10 ±38.46 / 10842.77 ms │     no change │
└───────────┴──────────────────────────────────────────┴─────────────────────────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                                          ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                                          │ 32088.92ms │
│ Total Time (implement_groups_accumulator_count_distinct_primitive_types)   │ 31879.92ms │
│ Average Time (HEAD)                                                        │   324.13ms │
│ Average Time (implement_groups_accumulator_count_distinct_primitive_types) │   322.02ms │
│ Queries Faster                                                             │          5 │
│ Queries Slower                                                             │          3 │
│ Queries with No Change                                                     │         91 │
│ Queries with Failure                                                       │          0 │
└────────────────────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	160.8s
Peak memory	5.6 GiB
Avg memory	4.6 GiB
CPU user	266.1s
CPU sys	17.6s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	159.7s
Peak memory	5.6 GiB
Avg memory	4.7 GiB
CPU user	265.0s
CPU sys	17.0s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-12T09:13:14Z

🤖 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 implement_groups_accumulator_count_distinct_primitive_types
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                   HEAD ┃ implement_groups_accumulator_count_distinct_primitive_types ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │           1.18 / 4.43 ±6.40 / 17.24 ms │                                1.22 / 4.42 ±6.33 / 17.08 ms │     no change │
│ QQuery 1  │         14.14 / 14.35 ±0.12 / 14.46 ms │                              14.19 / 14.40 ±0.14 / 14.60 ms │     no change │
│ QQuery 2  │         42.96 / 43.33 ±0.26 / 43.76 ms │                              43.29 / 43.61 ±0.19 / 43.86 ms │     no change │
│ QQuery 3  │         43.20 / 46.58 ±2.17 / 49.34 ms │                              43.61 / 45.22 ±0.84 / 45.94 ms │     no change │
│ QQuery 4  │      279.62 / 285.18 ±3.85 / 291.38 ms │                           282.80 / 286.99 ±3.55 / 293.04 ms │     no change │
│ QQuery 5  │      335.55 / 339.28 ±3.26 / 343.68 ms │                           339.51 / 342.90 ±3.60 / 347.58 ms │     no change │
│ QQuery 6  │            5.41 / 5.84 ±0.32 / 6.15 ms │                                5.35 / 7.00 ±2.10 / 11.10 ms │  1.20x slower │
│ QQuery 7  │         16.62 / 16.75 ±0.11 / 16.89 ms │                              16.31 / 18.35 ±2.80 / 23.79 ms │  1.10x slower │
│ QQuery 8  │      404.05 / 415.63 ±8.26 / 423.57 ms │                           408.26 / 415.35 ±6.32 / 426.82 ms │     no change │
│ QQuery 9  │     619.95 / 637.18 ±12.54 / 654.86 ms │                           589.90 / 596.08 ±3.37 / 599.61 ms │ +1.07x faster │
│ QQuery 10 │         91.77 / 94.44 ±2.32 / 98.04 ms │                              90.59 / 92.41 ±2.02 / 96.15 ms │     no change │
│ QQuery 11 │      103.91 / 105.27 ±1.43 / 107.90 ms │                           101.47 / 102.56 ±0.71 / 103.60 ms │     no change │
│ QQuery 12 │      336.25 / 340.52 ±3.39 / 346.20 ms │                          327.77 / 345.68 ±19.23 / 381.56 ms │     no change │
│ QQuery 13 │      442.42 / 458.16 ±8.64 / 466.84 ms │                          448.85 / 473.02 ±20.35 / 508.42 ms │     no change │
│ QQuery 14 │      333.66 / 342.27 ±4.75 / 348.25 ms │                           341.73 / 347.10 ±4.12 / 353.42 ms │     no change │
│ QQuery 15 │      343.71 / 355.88 ±8.85 / 366.32 ms │                          349.27 / 359.30 ±13.24 / 382.96 ms │     no change │
│ QQuery 16 │      720.11 / 730.36 ±8.27 / 743.79 ms │                          728.67 / 747.74 ±14.48 / 772.58 ms │     no change │
│ QQuery 17 │      706.95 / 715.76 ±7.32 / 728.39 ms │                          695.30 / 727.76 ±23.16 / 750.61 ms │     no change │
│ QQuery 18 │  1437.57 / 1488.96 ±29.05 / 1521.91 ms │                       1338.52 / 1352.15 ±11.03 / 1367.01 ms │ +1.10x faster │
│ QQuery 19 │         35.00 / 37.63 ±2.10 / 41.46 ms │                              35.29 / 37.06 ±1.37 / 39.40 ms │     no change │
│ QQuery 20 │     718.48 / 735.78 ±17.63 / 757.90 ms │                          704.57 / 713.90 ±13.53 / 740.83 ms │     no change │
│ QQuery 21 │      759.40 / 766.12 ±4.15 / 772.20 ms │                           752.14 / 759.23 ±4.94 / 765.71 ms │     no change │
│ QQuery 22 │   1134.45 / 1140.74 ±6.13 / 1150.62 ms │                        1123.10 / 1130.92 ±4.50 / 1135.36 ms │     no change │
│ QQuery 23 │  3057.42 / 3077.54 ±16.97 / 3102.84 ms │                       3050.07 / 3067.41 ±11.77 / 3083.38 ms │     no change │
│ QQuery 24 │      100.04 / 102.33 ±1.21 / 103.48 ms │                            98.14 / 101.89 ±3.20 / 106.95 ms │     no change │
│ QQuery 25 │      137.55 / 138.63 ±1.09 / 139.99 ms │                           137.75 / 139.73 ±1.63 / 142.16 ms │     no change │
│ QQuery 26 │      100.87 / 101.88 ±0.98 / 103.75 ms │                            99.43 / 101.34 ±1.42 / 102.80 ms │     no change │
│ QQuery 27 │      846.69 / 852.87 ±4.71 / 860.44 ms │                           846.08 / 850.91 ±5.36 / 860.84 ms │     no change │
│ QQuery 28 │  3262.91 / 3290.00 ±19.98 / 3321.98 ms │                       3241.62 / 3279.85 ±20.94 / 3302.28 ms │     no change │
│ QQuery 29 │        50.34 / 61.98 ±16.80 / 95.30 ms │                              49.28 / 52.83 ±2.41 / 55.41 ms │ +1.17x faster │
│ QQuery 30 │      350.63 / 362.40 ±8.87 / 372.66 ms │                           349.23 / 357.21 ±4.84 / 361.45 ms │     no change │
│ QQuery 31 │      352.81 / 365.75 ±9.01 / 379.52 ms │                          359.74 / 373.17 ±10.94 / 390.17 ms │     no change │
│ QQuery 32 │ 1021.09 / 1134.61 ±114.10 / 1326.90 ms │                       1020.55 / 1035.70 ±15.61 / 1059.72 ms │ +1.10x faster │
│ QQuery 33 │   1439.08 / 1446.58 ±5.57 / 1453.43 ms │                       1417.77 / 1444.08 ±17.16 / 1469.70 ms │     no change │
│ QQuery 34 │  1452.12 / 1467.95 ±10.61 / 1483.12 ms │                       1422.70 / 1446.76 ±25.07 / 1492.31 ms │     no change │
│ QQuery 35 │      381.35 / 383.43 ±1.57 / 385.86 ms │                          373.26 / 385.90 ±11.36 / 400.74 ms │     no change │
│ QQuery 36 │      116.10 / 121.74 ±3.65 / 125.44 ms │                           109.99 / 117.32 ±5.10 / 123.26 ms │     no change │
│ QQuery 37 │         46.62 / 49.31 ±1.68 / 51.76 ms │                              47.54 / 49.77 ±1.61 / 51.77 ms │     no change │
│ QQuery 38 │         74.88 / 76.25 ±0.93 / 77.18 ms │                              73.80 / 76.49 ±1.92 / 79.73 ms │     no change │
│ QQuery 39 │      207.95 / 218.31 ±5.25 / 222.54 ms │                           209.61 / 214.34 ±3.98 / 218.99 ms │     no change │
│ QQuery 40 │         24.19 / 25.49 ±1.30 / 27.77 ms │                              21.12 / 24.09 ±1.88 / 26.86 ms │ +1.06x faster │
│ QQuery 41 │         18.86 / 20.76 ±1.18 / 21.93 ms │                              18.84 / 20.39 ±1.19 / 22.51 ms │     no change │
│ QQuery 42 │         19.18 / 19.56 ±0.31 / 20.02 ms │                              19.29 / 19.53 ±0.18 / 19.82 ms │     no change │
└───────────┴────────────────────────────────────────┴─────────────────────────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                                          ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                                          │ 22437.80ms │
│ Total Time (implement_groups_accumulator_count_distinct_primitive_types)   │ 22121.88ms │
│ Average Time (HEAD)                                                        │   521.81ms │
│ Average Time (implement_groups_accumulator_count_distinct_primitive_types) │   514.46ms │
│ Queries Faster                                                             │          5 │
│ Queries Slower                                                             │          2 │
│ Queries with No Change                                                     │         36 │
│ Queries with Failure                                                       │          0 │
└────────────────────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	113.3s
Peak memory	40.5 GiB
Avg memory	30.1 GiB
CPU user	1068.2s
CPU sys	84.2s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	111.7s
Peak memory	41.3 GiB
Avg memory	33.0 GiB
CPU user	1056.9s
CPU sys	78.8s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-12T09:15:54Z

🤖 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 implement_groups_accumulator_count_distinct_primitive_types
--------------------
Benchmark clickbench_extended.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                                    HEAD ┃ implement_groups_accumulator_count_distinct_primitive_types ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 0  │      821.46 / 832.96 ±11.19 / 852.43 ms │                          818.15 / 832.59 ±10.24 / 844.30 ms │    no change │
│ QQuery 1  │       210.26 / 210.95 ±0.86 / 212.60 ms │                           207.38 / 209.25 ±1.01 / 210.20 ms │    no change │
│ QQuery 2  │       499.88 / 502.56 ±1.92 / 505.88 ms │                           499.74 / 502.04 ±1.98 / 505.60 ms │    no change │
│ QQuery 3  │       314.20 / 316.27 ±1.34 / 318.27 ms │                           315.85 / 317.00 ±0.69 / 317.96 ms │    no change │
│ QQuery 4  │      659.30 / 669.99 ±10.42 / 688.02 ms │                           649.63 / 662.11 ±9.56 / 672.86 ms │    no change │
│ QQuery 5  │ 9837.93 / 9974.65 ±119.24 / 10120.51 ms │                       9623.91 / 9747.29 ±91.15 / 9882.31 ms │    no change │
│ QQuery 6  │    995.83 / 1010.24 ±18.78 / 1047.21 ms │                         992.44 / 1001.14 ±7.30 / 1012.59 ms │    no change │
│ QQuery 7  │      752.69 / 766.98 ±11.39 / 784.94 ms │                          828.62 / 901.53 ±42.20 / 955.19 ms │ 1.18x slower │
│ QQuery 8  │       397.40 / 403.44 ±6.58 / 415.95 ms │                           403.08 / 410.36 ±3.96 / 415.19 ms │    no change │
│ QQuery 9  │   2780.05 / 2825.71 ±41.79 / 2903.89 ms │                       2809.19 / 2836.50 ±25.10 / 2881.82 ms │    no change │
│ QQuery 10 │      639.23 / 649.24 ±10.65 / 666.89 ms │                           630.96 / 640.78 ±6.27 / 650.18 ms │    no change │
│ QQuery 11 │   2039.54 / 2059.48 ±13.79 / 2077.65 ms │                        2056.40 / 2068.64 ±8.85 / 2079.13 ms │    no change │
│ QQuery 12 │       197.12 / 203.80 ±6.72 / 215.86 ms │                           196.73 / 199.63 ±2.32 / 203.35 ms │    no change │
└───────────┴─────────────────────────────────────────┴─────────────────────────────────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                                          ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                                          │ 20426.28ms │
│ Total Time (implement_groups_accumulator_count_distinct_primitive_types)   │ 20328.87ms │
│ Average Time (HEAD)                                                        │  1571.25ms │
│ Average Time (implement_groups_accumulator_count_distinct_primitive_types) │  1563.76ms │
│ Queries Faster                                                             │          0 │
│ Queries Slower                                                             │          1 │
│ Queries with No Change                                                     │         12 │
│ Queries with Failure                                                       │          0 │
└────────────────────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_extended — base (merge-base)

Metric	Value
Wall time	103.0s
Peak memory	33.3 GiB
Avg memory	29.6 GiB
CPU user	995.5s
CPU sys	45.8s
Peak spill	0 B

clickbench_extended — branch

Metric	Value
Wall time	102.4s
Peak memory	32.0 GiB
Avg memory	27.6 GiB
CPU user	984.1s
CPU sys	53.5s
Peak spill	0 B

File an issue against this benchmark runner

coderfender · 2026-04-12T19:08:48Z

Comparison with main


group                                                        impl_groupacc                           main
-----                                                        -----------                            ----
count_distinct_groups i64 10 groups                          1.00     85.6±1.80µs        ? ?/sec    4.97    425.0±5.72µs        ? ?/sec
count_distinct_groups i64 10 groups (GroupsAccumulator)                                             1.00     82.6±0.83µs        ? ?/sec
count_distinct_groups i64 100 groups                         1.00     86.1±1.41µs        ? ?/sec    5.18    445.9±5.79µs        ? ?/sec
count_distinct_groups i64 100 groups (GroupsAccumulator)                                            1.00     83.1±1.25µs        ? ?/sec
count_distinct_groups i64 1000 groups                        1.00     86.7±2.55µs        ? ?/sec    7.06    612.7±4.72µs        ? ?/sec
count_distinct_groups i64 1000 groups (GroupsAccumulator)                                           1.00     84.1±2.01µs        ? ?/sec

adriangbot · 2026-04-15T11:23:35Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4251531266-1282-q8kjb 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 implement_groups_accumulator_count_distinct_primitive_types (28c607a) to 2818abb (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-15T11:23:36Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4251531266-1284-sgljj 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 implement_groups_accumulator_count_distinct_primitive_types (28c607a) to 2818abb (merge-base) diff using: clickbench_extended
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-15T11:23:36Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4251531266-1283-96mtn 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 implement_groups_accumulator_count_distinct_primitive_types (28c607a) to 2818abb (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-15T11:23:47Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4251531266-1281-ptjf2 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 implement_groups_accumulator_count_distinct_primitive_types (28c607a) to 2818abb (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-15T11:41:41Z

🤖 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 implement_groups_accumulator_count_distinct_primitive_types
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃ implement_groups_accumulator_count_distinct_primitive_types ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.92 / 7.37 ±0.72 / 8.80 ms │                                 6.82 / 7.29 ±0.75 / 8.77 ms │     no change │
│ QQuery 2  │        144.13 / 145.74 ±0.86 / 146.60 ms │                           145.23 / 146.13 ±0.76 / 147.27 ms │     no change │
│ QQuery 3  │        113.89 / 114.60 ±0.41 / 115.05 ms │                           114.22 / 114.56 ±0.27 / 114.99 ms │     no change │
│ QQuery 4  │     1416.66 / 1431.69 ±8.47 / 1441.08 ms │                       1373.83 / 1409.25 ±18.78 / 1423.61 ms │     no change │
│ QQuery 5  │        173.02 / 174.73 ±1.39 / 176.61 ms │                           174.47 / 175.66 ±1.19 / 177.49 ms │     no change │
│ QQuery 6  │       841.11 / 876.54 ±24.75 / 918.24 ms │                          845.68 / 871.68 ±17.09 / 890.19 ms │     no change │
│ QQuery 7  │        343.68 / 347.94 ±2.50 / 350.95 ms │                           344.16 / 347.28 ±2.82 / 352.17 ms │     no change │
│ QQuery 8  │        115.56 / 117.34 ±0.95 / 118.33 ms │                           117.02 / 118.22 ±1.11 / 119.60 ms │     no change │
│ QQuery 9  │        101.55 / 106.13 ±5.60 / 116.58 ms │                           101.68 / 109.34 ±6.33 / 120.99 ms │     no change │
│ QQuery 10 │        106.59 / 107.41 ±0.79 / 108.38 ms │                           107.21 / 109.12 ±1.43 / 110.72 ms │     no change │
│ QQuery 11 │        977.07 / 989.94 ±7.59 / 999.67 ms │                           971.94 / 977.27 ±4.53 / 983.42 ms │     no change │
│ QQuery 12 │           45.90 / 47.43 ±1.17 / 49.21 ms │                              45.19 / 46.05 ±0.72 / 47.06 ms │     no change │
│ QQuery 13 │        402.22 / 405.58 ±2.70 / 410.31 ms │                           405.04 / 406.55 ±1.17 / 408.02 ms │     no change │
│ QQuery 14 │      994.99 / 1007.70 ±7.74 / 1017.24 ms │                        1012.44 / 1015.34 ±2.29 / 1018.04 ms │     no change │
│ QQuery 15 │           15.74 / 16.84 ±1.06 / 18.49 ms │                              16.67 / 18.30 ±1.28 / 20.55 ms │  1.09x slower │
│ QQuery 16 │             7.19 / 8.76 ±1.19 / 10.39 ms │                                7.32 / 8.29 ±1.13 / 10.51 ms │ +1.06x faster │
│ QQuery 17 │        230.88 / 233.47 ±3.00 / 239.03 ms │                           228.11 / 232.03 ±2.72 / 236.34 ms │     no change │
│ QQuery 18 │        128.17 / 129.27 ±0.96 / 130.90 ms │                           130.10 / 131.06 ±0.72 / 132.29 ms │     no change │
│ QQuery 19 │        158.66 / 159.82 ±1.25 / 162.16 ms │                           156.51 / 157.81 ±1.58 / 160.84 ms │     no change │
│ QQuery 20 │           14.02 / 14.50 ±0.38 / 14.95 ms │                              14.63 / 15.11 ±0.30 / 15.38 ms │     no change │
│ QQuery 21 │           19.80 / 20.12 ±0.23 / 20.50 ms │                              19.50 / 20.26 ±0.82 / 21.71 ms │     no change │
│ QQuery 22 │        499.21 / 501.74 ±2.08 / 504.38 ms │                           488.14 / 491.29 ±1.96 / 493.53 ms │     no change │
│ QQuery 23 │        896.12 / 906.04 ±7.58 / 917.04 ms │                           880.38 / 894.65 ±9.74 / 910.34 ms │     no change │
│ QQuery 24 │        389.59 / 393.04 ±3.03 / 396.81 ms │                           384.52 / 388.22 ±2.20 / 391.16 ms │     no change │
│ QQuery 25 │        341.09 / 343.83 ±1.79 / 346.72 ms │                           342.00 / 343.83 ±1.01 / 344.74 ms │     no change │
│ QQuery 26 │           81.83 / 83.62 ±1.64 / 86.69 ms │                              80.75 / 83.11 ±1.40 / 84.63 ms │     no change │
│ QQuery 27 │              7.14 / 7.38 ±0.17 / 7.62 ms │                                 7.52 / 7.81 ±0.27 / 8.26 ms │  1.06x slower │
│ QQuery 28 │        149.43 / 151.27 ±1.50 / 153.46 ms │                           149.28 / 151.24 ±1.85 / 154.70 ms │     no change │
│ QQuery 29 │        281.45 / 284.39 ±1.95 / 287.00 ms │                           283.20 / 286.02 ±2.17 / 288.56 ms │     no change │
│ QQuery 30 │           44.34 / 45.52 ±0.77 / 46.50 ms │                              45.25 / 46.63 ±1.44 / 49.25 ms │     no change │
│ QQuery 31 │        170.94 / 173.29 ±1.70 / 175.59 ms │                           170.92 / 173.11 ±2.00 / 176.49 ms │     no change │
│ QQuery 32 │           57.34 / 59.11 ±1.58 / 61.47 ms │                              57.52 / 57.93 ±0.29 / 58.26 ms │     no change │
│ QQuery 33 │        139.96 / 141.60 ±1.24 / 142.95 ms │                           141.75 / 143.46 ±1.38 / 145.41 ms │     no change │
│ QQuery 34 │              7.08 / 7.52 ±0.34 / 7.95 ms │                                 7.06 / 7.29 ±0.28 / 7.77 ms │     no change │
│ QQuery 35 │        108.05 / 108.96 ±0.74 / 110.14 ms │                           108.85 / 110.31 ±1.21 / 112.19 ms │     no change │
│ QQuery 36 │              6.58 / 6.85 ±0.26 / 7.27 ms │                                 6.68 / 7.28 ±0.64 / 8.51 ms │  1.06x slower │
│ QQuery 37 │              8.43 / 8.84 ±0.30 / 9.27 ms │                                 8.35 / 8.78 ±0.31 / 9.16 ms │     no change │
│ QQuery 38 │           82.84 / 88.42 ±4.99 / 97.48 ms │                              85.86 / 87.88 ±2.45 / 92.53 ms │     no change │
│ QQuery 39 │        125.83 / 129.92 ±2.49 / 133.35 ms │                           127.50 / 129.48 ±2.01 / 133.21 ms │     no change │
│ QQuery 40 │        113.15 / 117.68 ±6.33 / 130.18 ms │                           111.18 / 115.19 ±4.87 / 124.78 ms │     no change │
│ QQuery 41 │           14.79 / 16.81 ±1.53 / 18.54 ms │                              15.37 / 16.86 ±0.98 / 18.22 ms │     no change │
│ QQuery 42 │        107.28 / 109.43 ±1.83 / 111.70 ms │                           107.90 / 110.09 ±1.90 / 113.27 ms │     no change │
│ QQuery 43 │              6.33 / 6.62 ±0.29 / 7.14 ms │                                 6.03 / 6.20 ±0.16 / 6.49 ms │ +1.07x faster │
│ QQuery 44 │           12.28 / 12.71 ±0.71 / 14.13 ms │                              11.89 / 12.00 ±0.07 / 12.08 ms │ +1.06x faster │
│ QQuery 45 │           51.00 / 52.39 ±1.21 / 54.09 ms │                              51.17 / 51.77 ±0.58 / 52.52 ms │     no change │
│ QQuery 46 │              8.72 / 9.00 ±0.36 / 9.70 ms │                                 8.42 / 8.91 ±0.30 / 9.23 ms │     no change │
│ QQuery 47 │        742.26 / 758.26 ±9.03 / 768.00 ms │                           736.36 / 739.50 ±2.85 / 742.97 ms │     no change │
│ QQuery 48 │        286.20 / 295.17 ±6.46 / 304.30 ms │                           294.46 / 298.52 ±3.37 / 303.21 ms │     no change │
│ QQuery 49 │        252.49 / 255.57 ±2.19 / 258.02 ms │                           252.40 / 255.58 ±3.18 / 261.01 ms │     no change │
│ QQuery 50 │        220.08 / 227.22 ±6.29 / 237.90 ms │                           224.18 / 228.93 ±4.49 / 236.45 ms │     no change │
│ QQuery 51 │        180.50 / 184.69 ±2.21 / 186.95 ms │                           182.56 / 184.51 ±1.41 / 186.02 ms │     no change │
│ QQuery 52 │        107.44 / 108.63 ±0.74 / 109.48 ms │                           106.75 / 108.28 ±1.25 / 110.29 ms │     no change │
│ QQuery 53 │        103.70 / 104.51 ±0.91 / 106.23 ms │                           103.42 / 104.21 ±0.85 / 105.85 ms │     no change │
│ QQuery 54 │        148.46 / 149.54 ±0.97 / 150.97 ms │                           145.04 / 147.97 ±1.92 / 150.69 ms │     no change │
│ QQuery 55 │        106.97 / 109.30 ±1.73 / 111.94 ms │                           107.58 / 108.69 ±1.32 / 111.13 ms │     no change │
│ QQuery 56 │        142.17 / 143.91 ±1.42 / 146.48 ms │                           142.06 / 143.46 ±1.12 / 145.30 ms │     no change │
│ QQuery 57 │        174.03 / 175.98 ±1.97 / 178.66 ms │                           174.14 / 176.40 ±1.27 / 177.55 ms │     no change │
│ QQuery 58 │        290.80 / 297.69 ±5.66 / 305.30 ms │                           287.33 / 295.78 ±7.53 / 309.91 ms │     no change │
│ QQuery 59 │        199.34 / 200.73 ±1.02 / 201.81 ms │                           198.61 / 200.65 ±1.61 / 203.18 ms │     no change │
│ QQuery 60 │        143.16 / 144.22 ±0.85 / 145.24 ms │                           145.24 / 147.14 ±0.98 / 148.05 ms │     no change │
│ QQuery 61 │           13.61 / 13.75 ±0.07 / 13.82 ms │                              13.38 / 13.61 ±0.24 / 14.00 ms │     no change │
│ QQuery 62 │       930.91 / 947.14 ±20.00 / 983.77 ms │                          904.60 / 928.63 ±19.27 / 959.77 ms │     no change │
│ QQuery 63 │        103.75 / 104.94 ±0.98 / 106.30 ms │                           105.00 / 108.43 ±3.93 / 115.88 ms │     no change │
│ QQuery 64 │        695.36 / 701.95 ±4.24 / 706.16 ms │                           690.81 / 697.14 ±3.57 / 701.07 ms │     no change │
│ QQuery 65 │        256.00 / 260.69 ±2.79 / 264.26 ms │                           258.47 / 261.05 ±3.53 / 267.67 ms │     no change │
│ QQuery 66 │       247.70 / 258.32 ±11.00 / 278.46 ms │                           244.24 / 259.43 ±8.71 / 268.12 ms │     no change │
│ QQuery 67 │        310.23 / 319.45 ±8.60 / 335.26 ms │                           314.49 / 318.12 ±4.36 / 326.61 ms │     no change │
│ QQuery 68 │            8.98 / 10.17 ±0.74 / 10.96 ms │                                8.83 / 9.27 ±0.51 / 10.24 ms │ +1.10x faster │
│ QQuery 69 │        100.45 / 102.66 ±1.54 / 104.20 ms │                           103.57 / 104.72 ±1.23 / 106.84 ms │     no change │
│ QQuery 70 │        349.90 / 355.71 ±5.41 / 365.55 ms │                          325.80 / 343.16 ±10.46 / 357.17 ms │     no change │
│ QQuery 71 │        137.75 / 139.15 ±2.02 / 143.10 ms │                           134.87 / 137.65 ±1.48 / 139.24 ms │     no change │
│ QQuery 72 │        630.11 / 633.68 ±4.45 / 641.45 ms │                           619.05 / 625.96 ±5.15 / 632.12 ms │     no change │
│ QQuery 73 │              6.77 / 7.63 ±0.56 / 8.38 ms │                                 6.83 / 7.91 ±0.64 / 8.78 ms │     no change │
│ QQuery 74 │        616.62 / 628.01 ±7.53 / 639.68 ms │                           609.46 / 615.14 ±5.29 / 624.48 ms │     no change │
│ QQuery 75 │        275.85 / 281.20 ±3.17 / 285.70 ms │                           277.11 / 279.52 ±1.61 / 282.16 ms │     no change │
│ QQuery 76 │        133.93 / 134.48 ±0.60 / 135.21 ms │                           132.22 / 134.01 ±1.43 / 135.70 ms │     no change │
│ QQuery 77 │        188.67 / 191.03 ±1.57 / 193.59 ms │                           189.99 / 192.60 ±1.45 / 194.24 ms │     no change │
│ QQuery 78 │        343.76 / 346.13 ±2.30 / 349.64 ms │                           347.63 / 350.01 ±2.12 / 353.52 ms │     no change │
│ QQuery 79 │        235.06 / 237.98 ±1.84 / 240.34 ms │                           234.23 / 238.55 ±2.86 / 242.31 ms │     no change │
│ QQuery 80 │        323.21 / 324.81 ±1.83 / 328.02 ms │                           324.09 / 328.52 ±2.25 / 329.93 ms │     no change │
│ QQuery 81 │           26.86 / 27.23 ±0.55 / 28.33 ms │                              28.00 / 28.35 ±0.27 / 28.81 ms │     no change │
│ QQuery 82 │        199.98 / 201.87 ±1.65 / 204.61 ms │                           200.89 / 204.85 ±2.60 / 207.42 ms │     no change │
│ QQuery 83 │           39.10 / 39.79 ±0.91 / 41.52 ms │                              39.47 / 41.29 ±1.37 / 43.64 ms │     no change │
│ QQuery 84 │           49.11 / 49.76 ±0.51 / 50.60 ms │                              48.59 / 49.70 ±1.09 / 51.75 ms │     no change │
│ QQuery 85 │        149.33 / 151.46 ±1.62 / 153.73 ms │                           149.93 / 151.17 ±0.73 / 152.22 ms │     no change │
│ QQuery 86 │           39.76 / 40.52 ±1.07 / 42.63 ms │                              38.81 / 40.50 ±1.39 / 42.95 ms │     no change │
│ QQuery 87 │           84.77 / 90.03 ±4.07 / 97.26 ms │                              87.25 / 89.65 ±3.53 / 96.65 ms │     no change │
│ QQuery 88 │        100.11 / 105.86 ±9.26 / 124.21 ms │                           100.51 / 101.84 ±1.08 / 103.68 ms │     no change │
│ QQuery 89 │        119.37 / 120.80 ±1.06 / 122.23 ms │                           118.65 / 120.76 ±1.49 / 122.49 ms │     no change │
│ QQuery 90 │           24.16 / 24.64 ±0.33 / 25.18 ms │                              22.99 / 24.37 ±0.95 / 25.89 ms │     no change │
│ QQuery 91 │           61.90 / 64.19 ±1.25 / 65.40 ms │                              64.36 / 65.44 ±0.84 / 66.65 ms │     no change │
│ QQuery 92 │           58.06 / 58.88 ±0.58 / 59.87 ms │                              58.60 / 59.69 ±0.77 / 61.00 ms │     no change │
│ QQuery 93 │        188.56 / 190.81 ±1.58 / 193.27 ms │                           186.99 / 189.55 ±1.54 / 191.64 ms │     no change │
│ QQuery 94 │           61.23 / 62.49 ±0.72 / 63.21 ms │                              62.05 / 62.72 ±0.50 / 63.34 ms │     no change │
│ QQuery 95 │        128.83 / 129.74 ±1.02 / 131.67 ms │                           128.56 / 131.42 ±1.79 / 134.05 ms │     no change │
│ QQuery 96 │           74.30 / 75.22 ±0.84 / 76.72 ms │                              74.43 / 75.10 ±0.36 / 75.40 ms │     no change │
│ QQuery 97 │        125.22 / 127.67 ±1.91 / 129.89 ms │                           125.88 / 127.23 ±0.74 / 127.96 ms │     no change │
│ QQuery 98 │        155.91 / 158.04 ±1.86 / 160.71 ms │                           154.73 / 156.09 ±1.11 / 158.10 ms │     no change │
│ QQuery 99 │ 10772.64 / 10832.68 ±31.97 / 10865.66 ms │                    10761.14 / 10805.33 ±37.50 / 10860.70 ms │     no change │
└───────────┴──────────────────────────────────────────┴─────────────────────────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                                          ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                                          │ 31934.95ms │
│ Total Time (implement_groups_accumulator_count_distinct_primitive_types)   │ 31794.04ms │
│ Average Time (HEAD)                                                        │   322.58ms │
│ Average Time (implement_groups_accumulator_count_distinct_primitive_types) │   321.15ms │
│ Queries Faster                                                             │          4 │
│ Queries Slower                                                             │          3 │
│ Queries with No Change                                                     │         92 │
│ Queries with Failure                                                       │          0 │
└────────────────────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	160.0s
Peak memory	5.2 GiB
Avg memory	4.5 GiB
CPU user	263.9s
CPU sys	17.3s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	159.3s
Peak memory	5.5 GiB
Avg memory	4.5 GiB
CPU user	263.0s
CPU sys	17.4s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-15T11:44:12Z

🤖 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 implement_groups_accumulator_count_distinct_primitive_types
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃ implement_groups_accumulator_count_distinct_primitive_types ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.27 / 4.62 ±6.53 / 17.68 ms │                                1.26 / 4.65 ±6.56 / 17.78 ms │     no change │
│ QQuery 1  │        15.42 / 15.93 ±0.39 / 16.59 ms │                              14.46 / 15.32 ±0.69 / 16.56 ms │     no change │
│ QQuery 2  │        44.72 / 45.12 ±0.30 / 45.63 ms │                              44.82 / 45.12 ±0.32 / 45.70 ms │     no change │
│ QQuery 3  │        41.98 / 44.66 ±2.70 / 48.19 ms │                              45.26 / 46.67 ±1.72 / 49.77 ms │     no change │
│ QQuery 4  │     311.45 / 315.31 ±3.72 / 321.49 ms │                           312.68 / 318.16 ±4.41 / 324.74 ms │     no change │
│ QQuery 5  │    344.82 / 364.62 ±11.36 / 375.79 ms │                           350.08 / 367.43 ±8.76 / 373.30 ms │     no change │
│ QQuery 6  │           5.82 / 6.74 ±0.78 / 7.88 ms │                                 6.09 / 7.60 ±1.18 / 9.29 ms │  1.13x slower │
│ QQuery 7  │        16.79 / 17.70 ±0.53 / 18.39 ms │                              16.37 / 18.68 ±2.34 / 23.10 ms │  1.06x slower │
│ QQuery 8  │    423.62 / 445.75 ±22.14 / 479.49 ms │                           426.95 / 436.55 ±9.53 / 453.96 ms │     no change │
│ QQuery 9  │    637.21 / 665.64 ±21.50 / 691.88 ms │                          608.71 / 631.10 ±24.11 / 671.05 ms │ +1.05x faster │
│ QQuery 10 │        92.23 / 94.95 ±3.12 / 99.45 ms │                             96.48 / 98.47 ±1.47 / 100.82 ms │     no change │
│ QQuery 11 │     104.73 / 110.57 ±3.58 / 115.12 ms │                           103.03 / 105.24 ±2.26 / 109.20 ms │     no change │
│ QQuery 12 │    341.03 / 354.87 ±14.12 / 375.64 ms │                          332.85 / 355.42 ±16.35 / 376.11 ms │     no change │
│ QQuery 13 │    457.75 / 483.94 ±15.90 / 502.56 ms │                          451.32 / 480.23 ±22.44 / 507.61 ms │     no change │
│ QQuery 14 │    344.56 / 360.26 ±13.92 / 384.94 ms │                           338.74 / 347.21 ±9.84 / 365.28 ms │     no change │
│ QQuery 15 │    354.38 / 369.76 ±10.79 / 387.38 ms │                          346.08 / 361.86 ±17.72 / 385.99 ms │     no change │
│ QQuery 16 │    736.66 / 756.38 ±19.61 / 792.46 ms │                          724.07 / 735.91 ±11.49 / 757.14 ms │     no change │
│ QQuery 17 │     741.30 / 750.40 ±6.51 / 757.20 ms │                          718.75 / 736.25 ±16.69 / 760.37 ms │     no change │
│ QQuery 18 │ 1467.08 / 1503.86 ±27.99 / 1533.36 ms │                       1389.85 / 1415.00 ±18.91 / 1445.40 ms │ +1.06x faster │
│ QQuery 19 │        37.47 / 41.28 ±4.88 / 50.76 ms │                              35.98 / 36.62 ±0.61 / 37.66 ms │ +1.13x faster │
│ QQuery 20 │    715.65 / 738.13 ±18.30 / 764.60 ms │                           717.89 / 724.87 ±6.37 / 736.52 ms │     no change │
│ QQuery 21 │     765.11 / 769.84 ±2.49 / 772.12 ms │                           756.80 / 766.10 ±4.97 / 770.62 ms │     no change │
│ QQuery 22 │  1142.87 / 1153.12 ±9.71 / 1171.15 ms │                        1139.94 / 1146.19 ±4.57 / 1152.76 ms │     no change │
│ QQuery 23 │ 3095.62 / 3158.97 ±41.12 / 3210.34 ms │                       3117.51 / 3180.78 ±42.53 / 3248.05 ms │     no change │
│ QQuery 24 │     103.32 / 106.87 ±3.43 / 112.87 ms │                           103.88 / 107.48 ±3.03 / 113.04 ms │     no change │
│ QQuery 25 │     142.12 / 143.98 ±1.83 / 147.13 ms │                           140.96 / 144.16 ±1.91 / 146.40 ms │     no change │
│ QQuery 26 │     103.41 / 108.17 ±2.85 / 112.12 ms │                           102.99 / 105.08 ±1.85 / 107.17 ms │     no change │
│ QQuery 27 │    856.95 / 868.87 ±10.24 / 882.07 ms │                           851.71 / 858.69 ±8.80 / 873.82 ms │     no change │
│ QQuery 28 │ 3301.20 / 3316.62 ±15.44 / 3343.52 ms │                       3251.45 / 3271.33 ±16.92 / 3296.87 ms │     no change │
│ QQuery 29 │        51.21 / 55.33 ±4.40 / 61.80 ms │                              51.45 / 55.58 ±3.88 / 62.93 ms │     no change │
│ QQuery 30 │    355.38 / 372.01 ±17.73 / 403.64 ms │                           369.28 / 382.46 ±8.79 / 394.23 ms │     no change │
│ QQuery 31 │    376.80 / 393.28 ±14.87 / 415.93 ms │                          365.15 / 386.36 ±14.48 / 405.75 ms │     no change │
│ QQuery 32 │ 1245.62 / 1288.78 ±35.46 / 1351.63 ms │                       1081.60 / 1092.09 ±11.51 / 1113.19 ms │ +1.18x faster │
│ QQuery 33 │ 1512.72 / 1586.95 ±43.72 / 1634.88 ms │                       1473.39 / 1515.48 ±27.91 / 1553.76 ms │     no change │
│ QQuery 34 │ 1496.85 / 1568.58 ±75.06 / 1712.16 ms │                       1458.53 / 1500.80 ±23.91 / 1532.14 ms │     no change │
│ QQuery 35 │    387.58 / 419.20 ±24.77 / 445.72 ms │                          387.02 / 411.72 ±17.69 / 434.56 ms │     no change │
│ QQuery 36 │     122.41 / 125.05 ±2.70 / 130.11 ms │                           117.85 / 126.38 ±5.23 / 133.81 ms │     no change │
│ QQuery 37 │        47.78 / 49.30 ±0.92 / 50.10 ms │                              51.05 / 51.93 ±0.91 / 53.58 ms │  1.05x slower │
│ QQuery 38 │        78.34 / 79.98 ±0.85 / 80.74 ms │                              75.17 / 78.33 ±2.98 / 82.44 ms │     no change │
│ QQuery 39 │     234.64 / 243.46 ±6.47 / 254.40 ms │                           215.10 / 221.43 ±4.58 / 226.30 ms │ +1.10x faster │
│ QQuery 40 │        26.76 / 28.90 ±1.35 / 30.54 ms │                              23.38 / 26.41 ±1.90 / 28.38 ms │ +1.09x faster │
│ QQuery 41 │        21.28 / 22.25 ±0.55 / 22.99 ms │                              20.00 / 21.00 ±0.62 / 21.81 ms │ +1.06x faster │
│ QQuery 42 │        20.85 / 21.27 ±0.28 / 21.73 ms │                              18.73 / 20.09 ±1.61 / 23.12 ms │ +1.06x faster │
└───────────┴───────────────────────────────────────┴─────────────────────────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                                          ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                                          │ 23371.28ms │
│ Total Time (implement_groups_accumulator_count_distinct_primitive_types)   │ 22758.22ms │
│ Average Time (HEAD)                                                        │   543.52ms │
│ Average Time (implement_groups_accumulator_count_distinct_primitive_types) │   529.26ms │
│ Queries Faster                                                             │          8 │
│ Queries Slower                                                             │          3 │
│ Queries with No Change                                                     │         32 │
│ Queries with Failure                                                       │          0 │
└────────────────────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	118.0s
Peak memory	37.4 GiB
Avg memory	27.1 GiB
CPU user	1099.7s
CPU sys	100.1s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	114.9s
Peak memory	43.0 GiB
Avg memory	33.7 GiB
CPU user	1097.1s
CPU sys	79.7s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-15T11:44:55Z

🤖 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 implement_groups_accumulator_count_distinct_primitive_types
--------------------
Benchmark clickbench_extended.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Query     ┃                                    HEAD ┃ implement_groups_accumulator_count_distinct_primitive_types ┃    Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ QQuery 0  │       775.96 / 784.61 ±9.85 / 799.94 ms │                          774.77 / 788.30 ±13.30 / 808.25 ms │ no change │
│ QQuery 1  │       206.74 / 208.03 ±0.66 / 208.60 ms │                           212.79 / 213.38 ±0.51 / 214.01 ms │ no change │
│ QQuery 2  │       492.20 / 494.93 ±1.53 / 496.87 ms │                           502.43 / 504.52 ±1.76 / 506.69 ms │ no change │
│ QQuery 3  │       311.71 / 313.13 ±0.89 / 314.41 ms │                           313.34 / 314.58 ±0.98 / 315.54 ms │ no change │
│ QQuery 4  │      657.18 / 674.49 ±11.15 / 688.53 ms │                          650.71 / 663.45 ±10.97 / 682.87 ms │ no change │
│ QQuery 5  │ 9816.25 / 9968.66 ±124.31 / 10177.31 ms │                     9670.84 / 9840.15 ±153.64 / 10127.34 ms │ no change │
│ QQuery 6  │    991.04 / 1000.88 ±11.22 / 1022.56 ms │                          991.63 / 998.88 ±5.56 / 1007.19 ms │ no change │
│ QQuery 7  │       758.05 / 767.59 ±7.42 / 778.59 ms │                           761.76 / 768.09 ±3.60 / 772.60 ms │ no change │
│ QQuery 8  │       387.31 / 393.66 ±4.04 / 399.16 ms │                           390.93 / 394.80 ±4.25 / 402.65 ms │ no change │
│ QQuery 9  │   2720.53 / 2778.04 ±39.85 / 2823.47 ms │                       2744.53 / 2779.59 ±25.87 / 2825.03 ms │ no change │
│ QQuery 10 │      627.94 / 638.44 ±13.25 / 664.18 ms │                           634.48 / 641.38 ±7.02 / 653.18 ms │ no change │
│ QQuery 11 │   2048.90 / 2068.56 ±13.34 / 2085.92 ms │                       2020.73 / 2047.03 ±17.07 / 2072.46 ms │ no change │
│ QQuery 12 │       192.89 / 197.65 ±4.30 / 203.02 ms │                           193.19 / 200.42 ±4.58 / 205.98 ms │ no change │
└───────────┴─────────────────────────────────────────┴─────────────────────────────────────────────────────────────┴───────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                                          ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                                          │ 20288.67ms │
│ Total Time (implement_groups_accumulator_count_distinct_primitive_types)   │ 20154.56ms │
│ Average Time (HEAD)                                                        │  1560.67ms │
│ Average Time (implement_groups_accumulator_count_distinct_primitive_types) │  1550.35ms │
│ Queries Faster                                                             │          0 │
│ Queries Slower                                                             │          0 │
│ Queries with No Change                                                     │         13 │
│ Queries with Failure                                                       │          0 │
└────────────────────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_extended — base (merge-base)

Metric	Value
Wall time	102.2s
Peak memory	33.9 GiB
Avg memory	29.2 GiB
CPU user	991.3s
CPU sys	44.5s
Peak spill	0 B

clickbench_extended — branch

Metric	Value
Wall time	101.6s
Peak memory	34.0 GiB
Avg memory	29.7 GiB
CPU user	986.4s
CPU sys	45.2s
Peak spill	0 B

File an issue against this benchmark runner

coderfender · 2026-04-16T01:43:54Z

@Dandandan , there is a consistently higher memory usage with no proportional speedups.The current approach packs group and index into a single u128 but the

@Dandandan , I am trying to a Vector of pairs (group ID , value) approach to see if SIMD (sort and return group counts only during evaluate and state would cost lesser than computing hashes in update_batch which is more frequent) . Results were promising on my local but I would be happy if you could run a benchmarks on GH runners for more accuracy. I also moved distinct accumulators to a separate cold path (which were probably causing other count queries' minor slowness)
Could you please trigger CI benchmarks to see if this is adding value over hashtable approach ?

It seems to me the problem would be memory use (whenever it is non-unique)?

Yup ! It seems like the memory spikes are not worth the minor speed ups (perhaps even noise)

coderfender · 2026-04-16T01:44:40Z

I am trying an approach with storing counts per group along with hashtable to see if we could speedup evaluate() method's complexity to O(1)

mbutrovich · 2026-04-16T02:08:39Z

run benchmark tpch tpcds clickbench_partitioned clickbench_extended

adriangbot · 2026-04-16T02:11:20Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4256919523-1336-6rf2n 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 implement_groups_accumulator_count_distinct_primitive_types (b9dcf85) to 2818abb (merge-base) diff using: clickbench_extended
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-16T02:11:25Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4256919523-1333-vnj7z 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 implement_groups_accumulator_count_distinct_primitive_types (b9dcf85) to 2818abb (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-16T02:11:25Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4256919523-1334-2b22b 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 implement_groups_accumulator_count_distinct_primitive_types (b9dcf85) to 2818abb (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-16T02:11:25Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4256919523-1335-b6q2h 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 implement_groups_accumulator_count_distinct_primitive_types (b9dcf85) to 2818abb (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-16T02:24:14Z

Benchmark for this request failed.

Last 20 lines of output:

Click to expand

BENCHMARK: tpch
QUERY: All
DATAFUSION_DIR: /workspace/datafusion-base
BRANCH_NAME: HEAD
DATA_DIR: /workspace/datafusion-bench/benchmarks/data
RESULTS_DIR: /workspace/datafusion-bench/benchmarks/results/HEAD
CARGO_COMMAND: cargo run --release
PREFER_HASH_JOIN: true
SIMULATE_LATENCY: false
***************************
RESULTS_FILE: /workspace/datafusion-bench/benchmarks/results/HEAD/tpch_sf1.json
Running tpch benchmark...
+ cargo run --release --bin dfbench -- tpch --iterations 5 --path /workspace/datafusion-bench/benchmarks/data/tpch_sf1 --scale-factor 1 --prefer_hash_join true --format parquet -o /workspace/datafusion-bench/benchmarks/results/HEAD/tpch_sf1.json
    Finished `release` profile [optimized] target(s) in 0.22s
     Running `/workspace/datafusion-base/target/release/dfbench tpch --iterations 5 --path /workspace/datafusion-bench/benchmarks/data/tpch_sf1 --scale-factor 1 --prefer_hash_join true --format parquet -o /workspace/datafusion-bench/benchmarks/results/HEAD/tpch_sf1.json`
error: unexpected argument '--scale-factor' found

Usage: dfbench tpch --path <PATH> --iterations <ITERATIONS>

For more information, try '--help'.

File an issue against this benchmark runner

adriangbot · 2026-04-16T02:29:41Z

🤖 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 implement_groups_accumulator_count_distinct_primitive_types
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃ implement_groups_accumulator_count_distinct_primitive_types ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1  │              7.07 / 7.48 ±0.71 / 8.91 ms │                                 6.74 / 7.25 ±0.83 / 8.90 ms │    no change │
│ QQuery 2  │        144.82 / 145.72 ±0.68 / 146.45 ms │                           145.19 / 146.21 ±0.86 / 147.53 ms │    no change │
│ QQuery 3  │        114.45 / 115.22 ±0.63 / 116.20 ms │                           113.60 / 114.54 ±0.62 / 115.34 ms │    no change │
│ QQuery 4  │    1385.34 / 1404.74 ±15.64 / 1423.53 ms │                       1362.26 / 1387.17 ±15.54 / 1401.48 ms │    no change │
│ QQuery 5  │        171.86 / 175.09 ±2.43 / 179.15 ms │                           172.57 / 173.75 ±1.32 / 176.29 ms │    no change │
│ QQuery 6  │       841.88 / 861.27 ±21.44 / 896.24 ms │                          844.84 / 875.10 ±22.50 / 913.60 ms │    no change │
│ QQuery 7  │        343.79 / 346.22 ±2.07 / 350.05 ms │                           342.11 / 346.77 ±4.59 / 355.59 ms │    no change │
│ QQuery 8  │        116.71 / 118.15 ±1.17 / 120.00 ms │                           115.23 / 117.08 ±1.04 / 118.15 ms │    no change │
│ QQuery 9  │        101.56 / 106.99 ±5.19 / 115.59 ms │                          102.16 / 109.33 ±10.59 / 130.08 ms │    no change │
│ QQuery 10 │        105.74 / 107.51 ±1.17 / 109.37 ms │                           107.08 / 108.15 ±1.10 / 110.23 ms │    no change │
│ QQuery 11 │      966.74 / 985.74 ±13.99 / 1007.11 ms │                           972.77 / 975.84 ±1.86 / 978.38 ms │    no change │
│ QQuery 12 │           45.83 / 46.73 ±0.67 / 47.53 ms │                              44.39 / 45.39 ±0.90 / 46.67 ms │    no change │
│ QQuery 13 │        402.43 / 407.22 ±3.19 / 410.86 ms │                           402.11 / 404.43 ±2.04 / 407.02 ms │    no change │
│ QQuery 14 │     1008.87 / 1012.44 ±2.50 / 1015.49 ms │                        1000.35 / 1015.00 ±9.67 / 1026.12 ms │    no change │
│ QQuery 15 │           15.49 / 16.96 ±1.66 / 19.51 ms │                              16.39 / 17.68 ±1.57 / 20.69 ms │    no change │
│ QQuery 16 │              7.32 / 7.97 ±0.58 / 9.06 ms │                                 7.36 / 7.91 ±0.41 / 8.50 ms │    no change │
│ QQuery 17 │        226.96 / 230.27 ±1.78 / 231.94 ms │                           231.95 / 233.49 ±1.31 / 235.14 ms │    no change │
│ QQuery 18 │        128.28 / 129.67 ±0.92 / 130.70 ms │                           127.48 / 130.08 ±1.40 / 131.59 ms │    no change │
│ QQuery 19 │        157.59 / 160.15 ±1.85 / 162.54 ms │                           158.53 / 159.68 ±1.15 / 161.73 ms │    no change │
│ QQuery 20 │           14.16 / 14.57 ±0.24 / 14.89 ms │                              14.45 / 15.10 ±0.42 / 15.78 ms │    no change │
│ QQuery 21 │           20.07 / 20.57 ±0.38 / 21.09 ms │                              19.82 / 20.50 ±0.35 / 20.79 ms │    no change │
│ QQuery 22 │        500.02 / 503.55 ±2.77 / 506.92 ms │                           488.61 / 494.89 ±4.01 / 499.91 ms │    no change │
│ QQuery 23 │        906.41 / 913.58 ±6.53 / 922.50 ms │                          884.12 / 907.50 ±15.19 / 924.88 ms │    no change │
│ QQuery 24 │        384.98 / 391.69 ±6.75 / 403.62 ms │                           387.88 / 389.98 ±1.08 / 390.88 ms │    no change │
│ QQuery 25 │        342.68 / 344.89 ±1.56 / 346.72 ms │                           343.45 / 346.56 ±2.32 / 350.49 ms │    no change │
│ QQuery 26 │           80.73 / 81.93 ±0.98 / 83.57 ms │                              82.21 / 84.47 ±1.21 / 85.84 ms │    no change │
│ QQuery 27 │              7.01 / 7.76 ±0.67 / 8.66 ms │                                 7.10 / 7.59 ±0.65 / 8.86 ms │    no change │
│ QQuery 28 │        149.71 / 150.52 ±0.59 / 151.21 ms │                           150.29 / 151.58 ±1.10 / 153.43 ms │    no change │
│ QQuery 29 │        283.96 / 285.46 ±1.01 / 286.55 ms │                           284.44 / 285.79 ±1.45 / 288.54 ms │    no change │
│ QQuery 30 │           44.94 / 46.34 ±0.90 / 47.70 ms │                              43.93 / 45.85 ±1.42 / 48.24 ms │    no change │
│ QQuery 31 │        169.85 / 172.94 ±2.25 / 175.48 ms │                           170.96 / 172.27 ±0.96 / 173.47 ms │    no change │
│ QQuery 32 │           56.74 / 58.45 ±1.17 / 59.50 ms │                              57.40 / 58.69 ±1.40 / 60.82 ms │    no change │
│ QQuery 33 │        140.41 / 141.67 ±0.97 / 143.06 ms │                           140.61 / 142.44 ±1.56 / 145.28 ms │    no change │
│ QQuery 34 │              6.79 / 7.12 ±0.28 / 7.59 ms │                                 7.45 / 7.65 ±0.14 / 7.82 ms │ 1.07x slower │
│ QQuery 35 │        104.98 / 107.93 ±2.43 / 110.84 ms │                           108.27 / 109.58 ±0.84 / 110.54 ms │    no change │
│ QQuery 36 │              6.81 / 6.91 ±0.07 / 7.02 ms │                                 6.75 / 7.23 ±0.51 / 8.19 ms │    no change │
│ QQuery 37 │             8.21 / 9.13 ±0.89 / 10.77 ms │                                 8.42 / 8.99 ±0.46 / 9.59 ms │    no change │
│ QQuery 38 │           81.09 / 88.43 ±4.28 / 92.23 ms │                              86.36 / 89.71 ±3.35 / 96.08 ms │    no change │
│ QQuery 39 │        123.93 / 128.02 ±3.92 / 134.97 ms │                           126.83 / 130.07 ±2.15 / 133.26 ms │    no change │
│ QQuery 40 │        110.87 / 116.25 ±4.74 / 124.93 ms │                           109.11 / 114.05 ±4.68 / 122.85 ms │    no change │
│ QQuery 41 │           14.35 / 15.50 ±0.77 / 16.32 ms │                              14.33 / 15.72 ±0.94 / 16.67 ms │    no change │
│ QQuery 42 │        109.18 / 111.27 ±1.07 / 112.22 ms │                           109.43 / 111.15 ±1.02 / 112.30 ms │    no change │
│ QQuery 43 │              6.07 / 6.19 ±0.20 / 6.59 ms │                                 6.12 / 6.25 ±0.18 / 6.60 ms │    no change │
│ QQuery 44 │           11.77 / 12.21 ±0.50 / 13.18 ms │                              11.97 / 12.41 ±0.48 / 13.28 ms │    no change │
│ QQuery 45 │           50.23 / 51.49 ±1.40 / 54.19 ms │                              50.96 / 51.95 ±1.05 / 53.82 ms │    no change │
│ QQuery 46 │             8.57 / 9.30 ±0.72 / 10.54 ms │                                 8.73 / 8.87 ±0.10 / 9.02 ms │    no change │
│ QQuery 47 │        737.64 / 746.36 ±5.72 / 754.67 ms │                           737.99 / 752.92 ±9.72 / 765.84 ms │    no change │
│ QQuery 48 │        294.87 / 297.59 ±2.36 / 300.57 ms │                           291.83 / 294.86 ±2.51 / 299.06 ms │    no change │
│ QQuery 49 │        252.06 / 254.25 ±2.33 / 258.50 ms │                           253.66 / 257.10 ±2.21 / 259.72 ms │    no change │
│ QQuery 50 │        226.88 / 232.82 ±4.08 / 236.87 ms │                           227.92 / 232.52 ±2.72 / 235.75 ms │    no change │
│ QQuery 51 │        180.26 / 183.71 ±2.50 / 187.54 ms │                           180.06 / 183.88 ±3.64 / 190.08 ms │    no change │
│ QQuery 52 │        107.84 / 110.71 ±1.64 / 112.84 ms │                           108.68 / 109.18 ±0.45 / 109.98 ms │    no change │
│ QQuery 53 │        103.37 / 103.81 ±0.36 / 104.30 ms │                           102.31 / 103.93 ±1.16 / 105.91 ms │    no change │
│ QQuery 54 │        146.72 / 147.39 ±0.70 / 148.74 ms │                           146.89 / 148.20 ±0.89 / 149.04 ms │    no change │
│ QQuery 55 │        106.69 / 107.68 ±1.23 / 110.04 ms │                           106.80 / 107.54 ±0.61 / 108.27 ms │    no change │
│ QQuery 56 │        141.95 / 143.80 ±1.28 / 145.76 ms │                           140.95 / 142.71 ±0.92 / 143.60 ms │    no change │
│ QQuery 57 │        174.45 / 175.38 ±0.79 / 176.60 ms │                           176.87 / 179.20 ±1.51 / 180.84 ms │    no change │
│ QQuery 58 │        287.53 / 299.32 ±6.58 / 306.63 ms │                           294.94 / 306.33 ±7.96 / 316.41 ms │    no change │
│ QQuery 59 │        199.19 / 200.70 ±0.82 / 201.54 ms │                           200.47 / 202.45 ±1.34 / 204.13 ms │    no change │
│ QQuery 60 │        143.63 / 144.76 ±0.91 / 146.40 ms │                           145.03 / 147.82 ±2.12 / 150.35 ms │    no change │
│ QQuery 61 │           13.34 / 13.57 ±0.18 / 13.75 ms │                              13.78 / 13.95 ±0.16 / 14.16 ms │    no change │
│ QQuery 62 │      928.34 / 973.60 ±49.05 / 1068.24 ms │                         914.90 / 972.40 ±34.80 / 1023.42 ms │    no change │
│ QQuery 63 │        105.42 / 107.86 ±3.00 / 113.56 ms │                           105.43 / 107.51 ±1.73 / 110.04 ms │    no change │
│ QQuery 64 │        688.50 / 695.80 ±4.58 / 701.31 ms │                           713.89 / 717.28 ±2.54 / 721.30 ms │    no change │
│ QQuery 65 │        250.68 / 258.30 ±3.87 / 261.37 ms │                           268.34 / 273.37 ±4.62 / 279.75 ms │ 1.06x slower │
│ QQuery 66 │       245.86 / 267.22 ±12.18 / 281.37 ms │                           264.11 / 269.23 ±4.47 / 277.51 ms │    no change │
│ QQuery 67 │        318.04 / 321.69 ±2.21 / 324.78 ms │                           327.49 / 331.27 ±3.10 / 336.18 ms │    no change │
│ QQuery 68 │            9.37 / 10.74 ±1.28 / 13.02 ms │                              10.42 / 12.06 ±1.43 / 14.49 ms │ 1.12x slower │
│ QQuery 69 │        102.79 / 105.55 ±2.35 / 109.86 ms │                           105.12 / 107.41 ±1.80 / 110.45 ms │    no change │
│ QQuery 70 │       337.52 / 361.48 ±13.38 / 377.29 ms │                          335.28 / 349.11 ±13.02 / 370.77 ms │    no change │
│ QQuery 71 │        134.58 / 140.91 ±6.99 / 154.22 ms │                           136.15 / 139.36 ±3.69 / 146.41 ms │    no change │
│ QQuery 72 │        621.86 / 632.63 ±8.34 / 642.44 ms │                           639.63 / 646.30 ±6.88 / 656.19 ms │    no change │
│ QQuery 73 │             6.68 / 8.23 ±1.40 / 10.58 ms │                                7.38 / 8.67 ±1.40 / 11.18 ms │ 1.05x slower │
│ QQuery 74 │        599.87 / 609.30 ±5.42 / 616.42 ms │                           650.87 / 656.76 ±3.23 / 660.46 ms │ 1.08x slower │
│ QQuery 75 │        277.29 / 279.17 ±1.37 / 281.52 ms │                           278.93 / 281.34 ±1.84 / 284.49 ms │    no change │
│ QQuery 76 │        131.55 / 134.32 ±1.76 / 137.03 ms │                           134.48 / 136.47 ±1.83 / 139.24 ms │    no change │
│ QQuery 77 │        188.01 / 189.93 ±1.47 / 191.76 ms │                           189.69 / 191.95 ±1.38 / 193.64 ms │    no change │
│ QQuery 78 │        347.89 / 353.48 ±4.94 / 361.13 ms │                           347.35 / 352.57 ±4.63 / 360.06 ms │    no change │
│ QQuery 79 │        243.05 / 245.48 ±3.30 / 251.97 ms │                           241.97 / 245.85 ±2.59 / 249.36 ms │    no change │
│ QQuery 80 │        324.59 / 325.92 ±1.33 / 328.35 ms │                           327.89 / 330.55 ±2.63 / 335.16 ms │    no change │
│ QQuery 81 │           27.08 / 28.14 ±0.75 / 29.36 ms │                              27.63 / 28.30 ±1.07 / 30.42 ms │    no change │
│ QQuery 82 │        198.91 / 203.87 ±3.26 / 207.82 ms │                           201.49 / 205.22 ±2.44 / 208.88 ms │    no change │
│ QQuery 83 │           39.95 / 41.28 ±1.34 / 43.54 ms │                              40.23 / 42.31 ±1.39 / 43.55 ms │    no change │
│ QQuery 84 │           49.42 / 50.15 ±0.51 / 50.80 ms │                              50.30 / 50.50 ±0.19 / 50.78 ms │    no change │
│ QQuery 85 │        149.88 / 152.05 ±1.21 / 153.25 ms │                           151.19 / 152.73 ±0.92 / 153.68 ms │    no change │
│ QQuery 86 │           38.72 / 40.65 ±1.22 / 42.02 ms │                              39.55 / 41.18 ±1.43 / 43.86 ms │    no change │
│ QQuery 87 │           86.31 / 90.04 ±3.88 / 97.45 ms │                              87.75 / 91.38 ±2.85 / 96.47 ms │    no change │
│ QQuery 88 │        101.69 / 103.06 ±1.61 / 106.10 ms │                           101.19 / 102.46 ±1.13 / 104.14 ms │    no change │
│ QQuery 89 │        120.01 / 121.53 ±1.30 / 123.08 ms │                           118.85 / 120.34 ±0.95 / 121.33 ms │    no change │
│ QQuery 90 │           24.34 / 24.83 ±0.30 / 25.16 ms │                              23.75 / 24.05 ±0.27 / 24.41 ms │    no change │
│ QQuery 91 │           63.96 / 65.48 ±1.28 / 67.08 ms │                              61.95 / 64.85 ±1.85 / 67.75 ms │    no change │
│ QQuery 92 │           58.63 / 59.05 ±0.34 / 59.59 ms │                              58.22 / 58.75 ±0.59 / 59.65 ms │    no change │
│ QQuery 93 │        191.92 / 193.64 ±1.39 / 195.99 ms │                           188.63 / 190.23 ±1.26 / 192.15 ms │    no change │
│ QQuery 94 │           61.50 / 62.69 ±1.10 / 64.43 ms │                              62.00 / 62.74 ±0.67 / 63.84 ms │    no change │
│ QQuery 95 │        128.74 / 130.14 ±1.01 / 131.55 ms │                           127.94 / 129.66 ±1.25 / 131.13 ms │    no change │
│ QQuery 96 │           74.03 / 75.24 ±1.17 / 77.04 ms │                              72.04 / 74.83 ±1.46 / 75.98 ms │    no change │
│ QQuery 97 │        127.36 / 130.30 ±2.35 / 133.73 ms │                           128.73 / 130.71 ±1.58 / 132.49 ms │    no change │
│ QQuery 98 │        157.25 / 160.34 ±1.64 / 161.72 ms │                           154.83 / 156.28 ±1.34 / 157.92 ms │    no change │
│ QQuery 99 │ 10799.62 / 10838.06 ±36.29 / 10884.80 ms │                    10791.51 / 10835.29 ±32.33 / 10874.14 ms │    no change │
└───────────┴──────────────────────────────────────────┴─────────────────────────────────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                                          ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                                          │ 31943.25ms │
│ Total Time (implement_groups_accumulator_count_distinct_primitive_types)   │ 32045.61ms │
│ Average Time (HEAD)                                                        │   322.66ms │
│ Average Time (implement_groups_accumulator_count_distinct_primitive_types) │   323.69ms │
│ Queries Faster                                                             │          0 │
│ Queries Slower                                                             │          5 │
│ Queries with No Change                                                     │         94 │
│ Queries with Failure                                                       │          0 │
└────────────────────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	160.1s
Peak memory	5.4 GiB
Avg memory	4.4 GiB
CPU user	263.4s
CPU sys	17.9s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	160.5s
Peak memory	5.7 GiB
Avg memory	4.8 GiB
CPU user	265.5s
CPU sys	17.4s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-16T02:29:48Z

🤖 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 implement_groups_accumulator_count_distinct_primitive_types
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃ implement_groups_accumulator_count_distinct_primitive_types ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.19 / 4.47 ±6.39 / 17.26 ms │                                1.20 / 4.47 ±6.38 / 17.22 ms │     no change │
│ QQuery 1  │        14.66 / 14.85 ±0.11 / 14.96 ms │                              14.01 / 14.52 ±0.26 / 14.72 ms │     no change │
│ QQuery 2  │        43.87 / 44.43 ±0.55 / 45.49 ms │                              43.85 / 44.06 ±0.24 / 44.50 ms │     no change │
│ QQuery 3  │        44.20 / 45.28 ±1.07 / 47.25 ms │                              41.92 / 44.02 ±1.74 / 46.75 ms │     no change │
│ QQuery 4  │     287.23 / 301.13 ±9.05 / 313.40 ms │                           292.16 / 295.84 ±5.89 / 307.52 ms │     no change │
│ QQuery 5  │     342.41 / 350.29 ±4.20 / 354.91 ms │                           342.18 / 347.48 ±3.79 / 353.88 ms │     no change │
│ QQuery 6  │           5.62 / 6.60 ±1.41 / 9.39 ms │                                6.30 / 8.92 ±2.97 / 14.47 ms │  1.35x slower │
│ QQuery 7  │        17.01 / 17.27 ±0.37 / 17.99 ms │                              16.70 / 16.95 ±0.49 / 17.93 ms │     no change │
│ QQuery 8  │    409.75 / 423.90 ±11.37 / 441.07 ms │                           417.89 / 427.37 ±7.85 / 436.69 ms │     no change │
│ QQuery 9  │     636.24 / 642.22 ±4.65 / 648.36 ms │                           569.47 / 577.71 ±4.71 / 583.28 ms │ +1.11x faster │
│ QQuery 10 │        91.33 / 92.69 ±1.88 / 96.35 ms │                              91.14 / 92.90 ±2.50 / 97.69 ms │     no change │
│ QQuery 11 │     104.21 / 104.56 ±0.37 / 105.06 ms │                           102.61 / 104.10 ±1.20 / 106.25 ms │     no change │
│ QQuery 12 │     336.12 / 341.30 ±3.28 / 345.46 ms │                           337.69 / 344.32 ±3.39 / 347.28 ms │     no change │
│ QQuery 13 │     453.67 / 461.54 ±4.78 / 466.44 ms │                          448.70 / 467.12 ±15.33 / 485.30 ms │     no change │
│ QQuery 14 │     335.84 / 342.79 ±5.20 / 350.12 ms │                           342.89 / 345.80 ±2.48 / 349.25 ms │     no change │
│ QQuery 15 │    352.52 / 363.73 ±13.08 / 387.15 ms │                          356.70 / 377.72 ±20.23 / 410.80 ms │     no change │
│ QQuery 16 │    703.85 / 720.03 ±18.35 / 751.30 ms │                          712.37 / 721.66 ±12.53 / 746.37 ms │     no change │
│ QQuery 17 │     700.99 / 704.97 ±4.27 / 712.93 ms │                           708.64 / 712.75 ±3.87 / 717.86 ms │     no change │
│ QQuery 18 │ 1424.33 / 1471.68 ±31.27 / 1510.65 ms │                       1350.35 / 1368.19 ±11.76 / 1383.87 ms │ +1.08x faster │
│ QQuery 19 │        35.39 / 38.04 ±3.02 / 43.73 ms │                              34.45 / 35.31 ±0.74 / 36.63 ms │ +1.08x faster │
│ QQuery 20 │    715.60 / 743.43 ±28.90 / 779.75 ms │                           712.85 / 720.27 ±9.00 / 737.64 ms │     no change │
│ QQuery 21 │     764.37 / 769.58 ±5.11 / 779.13 ms │                           760.91 / 765.16 ±2.42 / 767.72 ms │     no change │
│ QQuery 22 │  1131.17 / 1137.60 ±6.55 / 1147.98 ms │                        1124.95 / 1134.03 ±6.62 / 1144.72 ms │     no change │
│ QQuery 23 │ 3078.34 / 3096.80 ±26.58 / 3149.64 ms │                       3064.01 / 3083.60 ±15.03 / 3109.65 ms │     no change │
│ QQuery 24 │      98.57 / 101.05 ±1.62 / 102.83 ms │                           102.12 / 105.83 ±2.56 / 109.89 ms │     no change │
│ QQuery 25 │     137.01 / 139.89 ±2.62 / 144.33 ms │                           138.30 / 141.38 ±1.98 / 143.89 ms │     no change │
│ QQuery 26 │      97.41 / 101.24 ±2.23 / 104.09 ms │                           101.09 / 102.11 ±0.97 / 103.87 ms │     no change │
│ QQuery 27 │     847.61 / 857.29 ±9.02 / 874.36 ms │                           851.11 / 855.35 ±3.95 / 860.19 ms │     no change │
│ QQuery 28 │ 3261.48 / 3280.49 ±11.39 / 3291.21 ms │                       3225.97 / 3270.69 ±27.00 / 3303.62 ms │     no change │
│ QQuery 29 │        50.64 / 54.24 ±3.56 / 59.52 ms │                              52.98 / 56.02 ±1.98 / 59.08 ms │     no change │
│ QQuery 30 │     356.72 / 364.30 ±6.17 / 374.35 ms │                           366.93 / 373.40 ±5.02 / 381.86 ms │     no change │
│ QQuery 31 │    364.42 / 381.30 ±12.74 / 397.21 ms │                           378.61 / 382.50 ±6.20 / 394.80 ms │     no change │
│ QQuery 32 │ 1037.67 / 1052.61 ±16.68 / 1085.11 ms │                       1029.75 / 1047.60 ±16.75 / 1071.73 ms │     no change │
│ QQuery 33 │ 1431.66 / 1455.50 ±15.60 / 1475.14 ms │                       1434.56 / 1451.41 ±13.90 / 1473.99 ms │     no change │
│ QQuery 34 │ 1443.40 / 1461.03 ±21.09 / 1495.10 ms │                       1457.67 / 1487.64 ±18.05 / 1504.90 ms │     no change │
│ QQuery 35 │     390.99 / 393.43 ±2.21 / 397.23 ms │                           384.48 / 390.40 ±5.51 / 400.04 ms │     no change │
│ QQuery 36 │     121.15 / 124.09 ±1.66 / 125.70 ms │                           115.76 / 120.43 ±3.25 / 125.96 ms │     no change │
│ QQuery 37 │        47.69 / 49.70 ±1.94 / 52.56 ms │                              49.61 / 50.47 ±0.61 / 51.18 ms │     no change │
│ QQuery 38 │        77.52 / 79.13 ±1.13 / 80.45 ms │                              74.90 / 77.50 ±1.53 / 79.30 ms │     no change │
│ QQuery 39 │     203.22 / 217.31 ±7.37 / 223.35 ms │                           205.85 / 214.47 ±6.15 / 221.24 ms │     no change │
│ QQuery 40 │        24.53 / 26.47 ±1.48 / 29.05 ms │                              24.19 / 25.03 ±0.45 / 25.54 ms │ +1.06x faster │
│ QQuery 41 │        19.70 / 21.77 ±1.82 / 25.17 ms │                              19.62 / 21.19 ±1.32 / 23.38 ms │     no change │
│ QQuery 42 │        19.43 / 20.15 ±0.50 / 20.72 ms │                              19.41 / 19.83 ±0.39 / 20.35 ms │     no change │
└───────────┴───────────────────────────────────────┴─────────────────────────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                                          ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                                          │ 22420.16ms │
│ Total Time (implement_groups_accumulator_count_distinct_primitive_types)   │ 22247.52ms │
│ Average Time (HEAD)                                                        │   521.40ms │
│ Average Time (implement_groups_accumulator_count_distinct_primitive_types) │   517.38ms │
│ Queries Faster                                                             │          4 │
│ Queries Slower                                                             │          1 │
│ Queries with No Change                                                     │         38 │
│ Queries with Failure                                                       │          0 │
└────────────────────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	113.2s
Peak memory	41.3 GiB
Avg memory	29.9 GiB
CPU user	1069.8s
CPU sys	82.5s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	112.3s
Peak memory	38.5 GiB
Avg memory	32.2 GiB
CPU user	1066.4s
CPU sys	79.2s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-16T02:33:01Z

🤖 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 implement_groups_accumulator_count_distinct_primitive_types
--------------------
Benchmark clickbench_extended.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃ implement_groups_accumulator_count_distinct_primitive_types ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 0  │        765.54 / 778.90 ±7.47 / 786.50 ms │                           780.31 / 783.19 ±4.16 / 791.30 ms │    no change │
│ QQuery 1  │        208.07 / 208.78 ±0.50 / 209.57 ms │                           208.57 / 209.26 ±0.62 / 210.05 ms │    no change │
│ QQuery 2  │        491.61 / 495.76 ±2.74 / 499.37 ms │                           492.00 / 498.58 ±3.61 / 501.90 ms │    no change │
│ QQuery 3  │        313.45 / 314.24 ±0.76 / 315.21 ms │                           315.40 / 315.72 ±0.22 / 316.03 ms │    no change │
│ QQuery 4  │       646.33 / 662.06 ±11.50 / 675.84 ms │                          648.72 / 667.05 ±12.87 / 688.06 ms │    no change │
│ QQuery 5  │ 9678.11 / 10036.16 ±217.72 / 10346.29 ms │                     9641.57 / 9973.15 ±199.50 / 10183.19 ms │    no change │
│ QQuery 6  │     995.68 / 1010.51 ±15.64 / 1039.11 ms │                          992.12 / 997.62 ±7.39 / 1012.21 ms │    no change │
│ QQuery 7  │        769.24 / 775.50 ±5.78 / 783.45 ms │                          776.25 / 857.44 ±49.32 / 907.29 ms │ 1.11x slower │
│ QQuery 8  │        390.73 / 396.23 ±5.45 / 406.42 ms │                           394.77 / 395.92 ±1.40 / 397.80 ms │    no change │
│ QQuery 9  │    2730.48 / 2807.24 ±44.64 / 2870.59 ms │                       2740.76 / 2801.73 ±33.18 / 2832.42 ms │    no change │
│ QQuery 10 │        629.73 / 638.29 ±6.42 / 649.18 ms │                          629.55 / 638.90 ±11.53 / 660.39 ms │    no change │
│ QQuery 11 │     2068.28 / 2076.28 ±5.87 / 2086.44 ms │                       2188.26 / 2222.48 ±18.74 / 2244.64 ms │ 1.07x slower │
│ QQuery 12 │        197.75 / 202.90 ±5.59 / 212.44 ms │                           192.22 / 197.97 ±3.30 / 201.23 ms │    no change │
└───────────┴──────────────────────────────────────────┴─────────────────────────────────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                                                          ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                                                          │ 20402.84ms │
│ Total Time (implement_groups_accumulator_count_distinct_primitive_types)   │ 20559.00ms │
│ Average Time (HEAD)                                                        │  1569.45ms │
│ Average Time (implement_groups_accumulator_count_distinct_primitive_types) │  1581.46ms │
│ Queries Faster                                                             │          0 │
│ Queries Slower                                                             │          2 │
│ Queries with No Change                                                     │         11 │
│ Queries with Failure                                                       │          0 │
└────────────────────────────────────────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_extended — base (merge-base)

Metric	Value
Wall time	102.9s
Peak memory	33.2 GiB
Avg memory	29.1 GiB
CPU user	983.4s
CPU sys	45.6s
Peak spill	0 B

clickbench_extended — branch

Metric	Value
Wall time	103.6s
Peak memory	32.1 GiB
Avg memory	27.4 GiB
CPU user	996.8s
CPU sys	51.1s
Peak spill	0 B

File an issue against this benchmark runner

coderfender · 2026-04-16T04:50:16Z

@Dandandan , requesting benchmarks . I added hashtable approach and a vector to keep evaluate finishing in constant time

add count distinct group benchmarks add count distinct group benchmarks count group benchmark check count group benchmark check init implement_group_accumulators_count_distinct implement_group_accumulators_count_distinct implement_group_accumulators_count_distinct implement_group_accumulators_count_distinct implement_group_accumulators_count_distinct_use_hashtable implement_group_accumulators_count_distinct_use_hashtable add group benches Use same benchmark names for comparison count group benchmark check count group benchmark check

github-actions bot added the functions Changes to functions implementation label Apr 11, 2026

Dandandan reviewed Apr 12, 2026

View reviewed changes

Comment thread datafusion/functions-aggregate-common/src/aggregate/count_distinct/groups.rs Outdated

coderfender force-pushed the implement_groups_accumulator_count_distinct_primitive_types branch from 5692893 to ee0c865 Compare April 12, 2026 05:09

coderfender mentioned this pull request Apr 12, 2026

chore: add count distinct group benchmarks #21575

Open

coderfender added 3 commits April 12, 2026 11:12

add count distinct group benchmarks

bacee66

add count distinct group benchmarks

c4461b7

add count distinct group benchmarks

45a19b0

coderfender force-pushed the implement_groups_accumulator_count_distinct_primitive_types branch from 5b7f593 to 067a6b6 Compare April 12, 2026 18:59

coderfender and others added 3 commits April 13, 2026 19:07

count group benchmark check

659754f

count group benchmark check

5f2d9bb

Merge branch 'main' into add_group_benchmarks_count_distinct

72568bb

Merge branch 'main' into add_group_benchmarks_count_distinct

0617a7b

coderfender force-pushed the implement_groups_accumulator_count_distinct_primitive_types branch from 28c607a to b9dcf85 Compare April 16, 2026 02:03

Merge branch 'main' into add_group_benchmarks_count_distinct

19dd479

coderfender force-pushed the implement_groups_accumulator_count_distinct_primitive_types branch from 64526b6 to a4ddea9 Compare April 16, 2026 04:47

coderfender and others added 6 commits April 15, 2026 22:59

Merge branch 'main' into add_group_benchmarks_count_distinct

17dd86b

groups_acc

a9cdec8

hashtable_with_count_vector_approach

929e081

hashtable_with_count_vector_approach

72cea62

groups_acc_more_robust_checks

5948a62

coderfender force-pushed the implement_groups_accumulator_count_distinct_primitive_types branch from a4ddea9 to 5948a62 Compare April 16, 2026 13:18

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coderfender commented Apr 11, 2026

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adriangbot commented Apr 15, 2026

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coderfender commented Apr 16, 2026

Uh oh!

coderfender commented Apr 16, 2026

Uh oh!

mbutrovich commented Apr 16, 2026

Uh oh!

adriangbot commented Apr 16, 2026

Uh oh!

adriangbot commented Apr 16, 2026

Uh oh!

adriangbot commented Apr 16, 2026

Uh oh!

adriangbot commented Apr 16, 2026

Uh oh!

adriangbot commented Apr 16, 2026

Uh oh!

adriangbot commented Apr 16, 2026

Uh oh!

coderfender commented Apr 12, 2026 •

edited

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