feat: early group emission with emit+reset for partial aggregation by Dandandan · Pull Request #21595 · apache/datafusion

Dandandan · 2026-04-13T17:43:56Z

Which issue does this PR close?

Related to improving GROUP BY performance on large datasets (e.g., ClickBench).

Rationale for this change

The AggregateExec(Partial) accumulates ALL input rows into a single hash table before emitting. For medium-to-high cardinality GROUP BY queries, the hash table grows far beyond CPU cache capacity, causing poor cache performance during hash table lookups.

The existing skip_partial_aggregation handles the extreme case (ratio >= 0.8) by stopping aggregation entirely. But for medium cardinality (ratio 0.01-0.5), the hash table is large enough to cause cache misses yet small enough that aggregation is still beneficial.

What changes are included in this PR?

Early group emission with emit+reset: When the partial aggregate's hash table exceeds a configurable size threshold (default: 4MB), it emits all accumulated groups as partial state and resets the table:

The hash table reaches the size limit
All accumulated groups are emitted via state() as partial aggregate state
The hash table is cleared and shrunk, then aggregation continues with fresh state
The downstream final aggregation merges partial states from multiple emissions

Key properties:

Simple single strategy — emit, reset, continue
Works for all aggregate types (including distinct aggregates)
Bounds memory usage while still benefiting from partial aggregation
Only activates for partial aggregation with unordered input
Zero overhead for queries that stay under the threshold

New config: datafusion.execution.partial_aggregation_max_table_size (default: 4MB, 0 to disable)

Are these changes tested?

All existing aggregate SLT tests pass with the default threshold enabled.

Are there any user-facing changes?

New configuration option datafusion.execution.partial_aggregation_max_table_size. The default (4MB) is enabled automatically. Set to 0 to disable.

🤖 Generated with Claude Code

When the partial aggregate's hash table exceeds a configurable size threshold (default: 4MB), use a two-generation scheme to emit intermediate state while keeping the hash table cache-friendly. When the hot hash table fills up: 1. Emit the cold batch (previous generation's state) downstream 2. Promote the current hot table state to the cold batch 3. Reset the hot hash table and continue reading input This gives recurring groups a second chance to be merged locally before being sent downstream, reducing the number of partial emissions through the hash repartition while keeping the working set in CPU cache. At end-of-input, the remaining hot state and cold batch are emitted as separate batches (no concat_batches copy). Cold batch is also correctly flushed when transitioning to SkippingAggregation or Done. New config: datafusion.execution.partial_aggregation_max_table_size Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

Dandandan · 2026-04-13T17:49:36Z

run benchmarks

adriangbot · 2026-04-13T17:52:15Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238481303-1169-2w5nv 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 early-group-emission (2006bca) to 0143dfe (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T17:52:17Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238481303-1170-g4fgx 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 early-group-emission (2006bca) to 0143dfe (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T17:52:21Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238481303-1171-z9mwd 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 early-group-emission (2006bca) to 0143dfe (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T18:10:31Z

🤖 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 early-group-emission
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                     early-group-emission ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.58 / 7.02 ±0.77 / 8.55 ms │              6.84 / 7.36 ±0.80 / 8.95 ms │    no change │
│ QQuery 2  │        145.44 / 146.08 ±0.68 / 147.39 ms │        144.76 / 146.09 ±1.16 / 147.97 ms │    no change │
│ QQuery 3  │        113.09 / 114.00 ±0.63 / 114.82 ms │        115.09 / 115.62 ±0.39 / 116.19 ms │    no change │
│ QQuery 4  │    1258.16 / 1281.15 ±15.04 / 1301.13 ms │     1366.10 / 1376.70 ±8.79 / 1391.41 ms │ 1.07x slower │
│ QQuery 5  │        170.61 / 172.94 ±1.68 / 175.11 ms │        173.20 / 174.49 ±0.85 / 175.80 ms │    no change │
│ QQuery 6  │       836.35 / 856.55 ±19.42 / 888.55 ms │       838.38 / 868.47 ±23.54 / 904.99 ms │    no change │
│ QQuery 7  │        339.93 / 342.15 ±1.39 / 343.97 ms │        339.86 / 341.65 ±1.70 / 344.36 ms │    no change │
│ QQuery 8  │        116.39 / 117.24 ±0.52 / 117.83 ms │        115.87 / 117.54 ±1.21 / 119.17 ms │    no change │
│ QQuery 9  │        101.22 / 102.91 ±2.08 / 106.87 ms │        101.56 / 105.19 ±1.82 / 106.32 ms │    no change │
│ QQuery 10 │        107.30 / 108.61 ±1.16 / 110.42 ms │        107.11 / 107.74 ±0.60 / 108.67 ms │    no change │
│ QQuery 11 │       882.49 / 921.10 ±21.13 / 941.45 ms │       934.64 / 951.31 ±11.16 / 967.05 ms │    no change │
│ QQuery 12 │           45.40 / 46.66 ±1.01 / 48.07 ms │           45.13 / 47.77 ±1.61 / 49.56 ms │    no change │
│ QQuery 13 │        395.02 / 397.93 ±1.67 / 399.79 ms │        398.40 / 401.15 ±2.07 / 403.52 ms │    no change │
│ QQuery 14 │      988.74 / 1000.54 ±9.23 / 1012.38 ms │     994.08 / 1008.21 ±15.65 / 1038.71 ms │    no change │
│ QQuery 15 │           15.51 / 16.31 ±0.75 / 17.54 ms │           15.87 / 16.79 ±0.94 / 18.60 ms │    no change │
│ QQuery 16 │              7.01 / 7.27 ±0.18 / 7.52 ms │              7.30 / 7.85 ±0.71 / 9.21 ms │ 1.08x slower │
│ QQuery 17 │        227.18 / 228.34 ±1.34 / 230.17 ms │        225.04 / 227.45 ±1.72 / 230.11 ms │    no change │
│ QQuery 18 │        126.62 / 128.20 ±1.29 / 130.20 ms │        127.36 / 128.16 ±0.46 / 128.71 ms │    no change │
│ QQuery 19 │        154.96 / 156.82 ±1.41 / 158.87 ms │        155.08 / 156.95 ±1.16 / 158.72 ms │    no change │
│ QQuery 20 │           13.43 / 14.30 ±0.68 / 15.48 ms │           13.82 / 14.98 ±0.80 / 16.05 ms │    no change │
│ QQuery 21 │           18.75 / 19.31 ±0.39 / 19.96 ms │           19.58 / 19.90 ±0.18 / 20.09 ms │    no change │
│ QQuery 22 │        479.81 / 483.75 ±2.61 / 487.40 ms │    1154.90 / 1174.66 ±15.26 / 1201.27 ms │ 2.43x slower │
│ QQuery 23 │        860.73 / 868.37 ±6.14 / 879.00 ms │       950.00 / 964.87 ±12.04 / 983.05 ms │ 1.11x slower │
│ QQuery 24 │        379.99 / 382.20 ±1.57 / 384.33 ms │        376.97 / 381.03 ±4.49 / 388.21 ms │    no change │
│ QQuery 25 │        334.93 / 338.45 ±2.06 / 341.37 ms │        337.60 / 339.41 ±1.10 / 340.77 ms │    no change │
│ QQuery 26 │           80.84 / 83.03 ±2.37 / 87.45 ms │           79.73 / 81.87 ±1.40 / 83.80 ms │    no change │
│ QQuery 27 │              6.79 / 7.31 ±0.47 / 8.00 ms │              6.94 / 7.15 ±0.22 / 7.45 ms │    no change │
│ QQuery 28 │        147.16 / 148.11 ±0.66 / 149.18 ms │        148.55 / 149.55 ±1.10 / 151.57 ms │    no change │
│ QQuery 29 │        279.41 / 280.28 ±0.78 / 281.48 ms │        279.15 / 280.30 ±0.79 / 281.24 ms │    no change │
│ QQuery 30 │           42.11 / 44.02 ±1.08 / 45.40 ms │           43.92 / 44.98 ±0.68 / 45.87 ms │    no change │
│ QQuery 31 │        168.81 / 171.08 ±1.87 / 173.35 ms │        169.49 / 172.33 ±1.76 / 174.19 ms │    no change │
│ QQuery 32 │           56.09 / 57.31 ±0.76 / 58.36 ms │          57.51 / 65.96 ±15.84 / 97.63 ms │ 1.15x slower │
│ QQuery 33 │        138.00 / 139.91 ±1.52 / 142.52 ms │        138.15 / 141.23 ±2.58 / 144.72 ms │    no change │
│ QQuery 34 │              6.83 / 7.08 ±0.23 / 7.48 ms │              6.93 / 7.41 ±0.44 / 8.16 ms │    no change │
│ QQuery 35 │        106.90 / 108.77 ±1.21 / 110.66 ms │        106.36 / 107.56 ±0.70 / 108.44 ms │    no change │
│ QQuery 36 │              6.49 / 6.77 ±0.28 / 7.27 ms │              6.39 / 6.66 ±0.21 / 7.00 ms │    no change │
│ QQuery 37 │              8.21 / 8.64 ±0.24 / 8.88 ms │              8.55 / 8.82 ±0.19 / 9.13 ms │    no change │
│ QQuery 38 │           83.60 / 87.27 ±2.84 / 91.80 ms │           83.41 / 86.85 ±4.14 / 94.79 ms │    no change │
│ QQuery 39 │        122.89 / 125.98 ±2.03 / 128.50 ms │        124.74 / 125.87 ±1.13 / 127.77 ms │    no change │
│ QQuery 40 │        109.68 / 115.15 ±4.46 / 122.25 ms │        107.24 / 112.77 ±5.49 / 123.03 ms │    no change │
│ QQuery 41 │           14.05 / 15.16 ±0.82 / 16.50 ms │           14.32 / 14.94 ±0.51 / 15.58 ms │    no change │
│ QQuery 42 │        107.42 / 109.24 ±1.32 / 111.34 ms │        106.62 / 108.48 ±1.16 / 109.93 ms │    no change │
│ QQuery 43 │              5.78 / 5.99 ±0.20 / 6.37 ms │              5.89 / 6.05 ±0.17 / 6.38 ms │    no change │
│ QQuery 44 │           12.04 / 12.43 ±0.50 / 13.33 ms │           11.37 / 12.15 ±0.88 / 13.63 ms │    no change │
│ QQuery 45 │           50.00 / 50.82 ±0.52 / 51.37 ms │           49.45 / 50.08 ±0.43 / 50.76 ms │    no change │
│ QQuery 46 │              8.18 / 8.43 ±0.23 / 8.79 ms │              8.35 / 8.56 ±0.18 / 8.79 ms │    no change │
│ QQuery 47 │        681.88 / 686.26 ±2.86 / 689.40 ms │        696.60 / 702.50 ±4.09 / 707.02 ms │    no change │
│ QQuery 48 │        284.49 / 290.51 ±3.19 / 292.89 ms │        283.99 / 290.08 ±4.09 / 295.57 ms │    no change │
│ QQuery 49 │        248.84 / 252.76 ±2.77 / 256.68 ms │        248.68 / 249.51 ±0.62 / 250.35 ms │    no change │
│ QQuery 50 │        214.26 / 223.86 ±5.43 / 230.28 ms │        216.73 / 221.58 ±4.12 / 228.95 ms │    no change │
│ QQuery 51 │        179.74 / 181.87 ±1.93 / 185.26 ms │        193.04 / 197.40 ±3.06 / 201.16 ms │ 1.09x slower │
│ QQuery 52 │        107.21 / 108.16 ±0.85 / 109.55 ms │        107.18 / 109.75 ±1.70 / 112.19 ms │    no change │
│ QQuery 53 │        101.85 / 103.68 ±1.13 / 105.10 ms │        101.88 / 103.64 ±1.71 / 106.62 ms │    no change │
│ QQuery 54 │        144.64 / 145.98 ±1.06 / 147.84 ms │        145.32 / 147.26 ±1.90 / 150.73 ms │    no change │
│ QQuery 55 │        105.55 / 106.98 ±1.46 / 109.01 ms │        106.77 / 108.00 ±1.36 / 110.19 ms │    no change │
│ QQuery 56 │        141.58 / 142.34 ±0.74 / 143.27 ms │        141.41 / 142.26 ±0.46 / 142.72 ms │    no change │
│ QQuery 57 │        170.84 / 172.86 ±1.42 / 174.45 ms │        170.22 / 173.04 ±2.07 / 175.95 ms │    no change │
│ QQuery 58 │        290.16 / 298.62 ±7.58 / 310.11 ms │        292.78 / 299.08 ±8.26 / 314.96 ms │    no change │
│ QQuery 59 │        196.29 / 200.77 ±4.14 / 208.30 ms │        197.99 / 201.24 ±4.84 / 210.73 ms │    no change │
│ QQuery 60 │        143.30 / 145.09 ±1.18 / 146.35 ms │        143.25 / 144.39 ±1.01 / 146.22 ms │    no change │
│ QQuery 61 │           13.05 / 13.19 ±0.14 / 13.39 ms │           13.17 / 13.51 ±0.26 / 13.92 ms │    no change │
│ QQuery 62 │       876.75 / 901.87 ±19.22 / 935.84 ms │       905.43 / 945.73 ±21.64 / 967.82 ms │    no change │
│ QQuery 63 │        104.02 / 106.60 ±3.56 / 113.68 ms │        104.05 / 105.19 ±0.64 / 105.90 ms │    no change │
│ QQuery 64 │        670.43 / 677.27 ±4.24 / 683.30 ms │        685.25 / 692.86 ±7.36 / 706.20 ms │    no change │
│ QQuery 65 │        247.11 / 250.12 ±2.33 / 254.13 ms │        257.30 / 262.05 ±2.84 / 265.47 ms │    no change │
│ QQuery 66 │       227.02 / 250.67 ±17.24 / 272.10 ms │        252.29 / 259.34 ±5.18 / 267.69 ms │    no change │
│ QQuery 67 │        301.46 / 312.38 ±6.70 / 321.65 ms │       303.49 / 316.73 ±11.79 / 338.43 ms │    no change │
│ QQuery 68 │             8.56 / 9.64 ±0.93 / 10.65 ms │            9.03 / 10.56 ±1.19 / 12.58 ms │ 1.10x slower │
│ QQuery 69 │        102.99 / 106.31 ±2.17 / 108.80 ms │        101.98 / 103.31 ±1.06 / 104.90 ms │    no change │
│ QQuery 70 │        332.11 / 346.18 ±9.56 / 359.12 ms │        350.68 / 362.89 ±9.16 / 375.54 ms │    no change │
│ QQuery 71 │        133.31 / 134.55 ±1.01 / 136.35 ms │        135.94 / 138.18 ±1.69 / 139.89 ms │    no change │
│ QQuery 72 │        609.15 / 619.26 ±5.77 / 625.82 ms │        615.09 / 627.52 ±7.73 / 638.38 ms │    no change │
│ QQuery 73 │             6.86 / 8.25 ±1.21 / 10.09 ms │             6.85 / 8.31 ±1.55 / 10.85 ms │    no change │
│ QQuery 74 │        537.95 / 542.66 ±5.10 / 552.12 ms │        617.59 / 628.04 ±6.51 / 636.54 ms │ 1.16x slower │
│ QQuery 75 │        274.18 / 277.96 ±2.65 / 280.81 ms │        275.33 / 278.90 ±2.96 / 282.51 ms │    no change │
│ QQuery 76 │        130.46 / 132.35 ±1.38 / 133.93 ms │        131.24 / 132.62 ±0.95 / 133.97 ms │    no change │
│ QQuery 77 │        185.65 / 190.32 ±4.81 / 199.45 ms │        189.72 / 192.00 ±2.26 / 195.16 ms │    no change │
│ QQuery 78 │        337.82 / 340.17 ±1.74 / 343.02 ms │        340.69 / 342.43 ±2.10 / 346.42 ms │    no change │
│ QQuery 79 │        229.16 / 231.87 ±2.59 / 236.41 ms │        234.40 / 237.98 ±2.05 / 239.89 ms │    no change │
│ QQuery 80 │        319.99 / 322.28 ±2.16 / 325.83 ms │        319.43 / 323.25 ±3.48 / 329.72 ms │    no change │
│ QQuery 81 │           26.23 / 26.58 ±0.33 / 27.17 ms │           26.54 / 27.28 ±0.37 / 27.49 ms │    no change │
│ QQuery 82 │        198.46 / 200.39 ±1.39 / 202.73 ms │        202.36 / 204.26 ±1.40 / 206.45 ms │    no change │
│ QQuery 83 │           37.70 / 38.76 ±0.91 / 40.27 ms │           38.05 / 39.30 ±1.00 / 41.14 ms │    no change │
│ QQuery 84 │           48.23 / 48.77 ±0.39 / 49.31 ms │           48.14 / 49.43 ±0.77 / 50.40 ms │    no change │
│ QQuery 85 │        147.11 / 149.02 ±1.14 / 150.22 ms │        147.28 / 150.63 ±2.50 / 154.46 ms │    no change │
│ QQuery 86 │           38.31 / 39.53 ±1.00 / 41.11 ms │           38.84 / 40.72 ±1.57 / 42.56 ms │    no change │
│ QQuery 87 │           82.40 / 86.72 ±2.86 / 91.18 ms │           83.84 / 89.16 ±3.46 / 94.52 ms │    no change │
│ QQuery 88 │        100.38 / 101.24 ±1.02 / 102.86 ms │        100.78 / 101.31 ±0.48 / 102.08 ms │    no change │
│ QQuery 89 │        116.22 / 118.50 ±1.78 / 120.93 ms │        120.31 / 121.03 ±0.70 / 122.30 ms │    no change │
│ QQuery 90 │           23.18 / 23.63 ±0.30 / 23.99 ms │           23.95 / 25.09 ±0.74 / 26.26 ms │ 1.06x slower │
│ QQuery 91 │           62.71 / 64.95 ±1.47 / 66.85 ms │           64.41 / 65.49 ±0.92 / 66.83 ms │    no change │
│ QQuery 92 │           56.01 / 57.84 ±1.22 / 59.55 ms │           58.84 / 60.35 ±1.66 / 63.58 ms │    no change │
│ QQuery 93 │        185.39 / 186.63 ±0.86 / 187.95 ms │        183.86 / 187.61 ±2.31 / 190.28 ms │    no change │
│ QQuery 94 │           61.03 / 61.97 ±0.71 / 62.85 ms │           61.02 / 62.13 ±0.81 / 63.48 ms │    no change │
│ QQuery 95 │        127.94 / 129.03 ±0.98 / 130.68 ms │        125.72 / 128.05 ±1.29 / 129.23 ms │    no change │
│ QQuery 96 │           74.29 / 74.99 ±0.50 / 75.56 ms │           70.32 / 73.91 ±1.90 / 75.96 ms │    no change │
│ QQuery 97 │        124.82 / 126.39 ±1.26 / 128.49 ms │        128.02 / 129.13 ±0.87 / 130.09 ms │    no change │
│ QQuery 98 │        151.22 / 154.06 ±1.68 / 156.23 ms │        150.31 / 153.73 ±2.04 / 156.07 ms │    no change │
│ QQuery 99 │ 10775.04 / 10840.18 ±74.01 / 10980.32 ms │ 10772.60 / 10817.84 ±49.08 / 10894.67 ms │    no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 31213.74ms │
│ Total Time (early-group-emission)   │ 32398.49ms │
│ Average Time (HEAD)                 │   315.29ms │
│ Average Time (early-group-emission) │   327.26ms │
│ Queries Faster                      │          0 │
│ Queries Slower                      │          9 │
│ Queries with No Change              │         90 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	156.4s
Peak memory	5.2 GiB
Avg memory	4.4 GiB
CPU user	257.2s
CPU sys	16.8s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	162.3s
Peak memory	5.4 GiB
Avg memory	4.4 GiB
CPU user	269.7s
CPU sys	17.8s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-13T18:10:59Z

🤖 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 early-group-emission
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                  early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.21 / 4.53 ±6.47 / 17.47 ms │          1.20 / 4.51 ±6.44 / 17.39 ms │     no change │
│ QQuery 1  │        14.46 / 14.84 ±0.20 / 15.04 ms │        14.54 / 14.85 ±0.21 / 15.16 ms │     no change │
│ QQuery 2  │        44.82 / 45.26 ±0.35 / 45.73 ms │        44.35 / 44.52 ±0.16 / 44.82 ms │     no change │
│ QQuery 3  │        42.33 / 45.89 ±2.10 / 47.58 ms │        43.72 / 47.65 ±2.94 / 50.70 ms │     no change │
│ QQuery 4  │     293.90 / 300.83 ±5.17 / 305.96 ms │     307.87 / 314.71 ±6.50 / 325.54 ms │     no change │
│ QQuery 5  │     342.91 / 349.57 ±4.06 / 354.56 ms │    358.89 / 370.97 ±11.34 / 391.08 ms │  1.06x slower │
│ QQuery 6  │           5.72 / 6.59 ±0.79 / 7.73 ms │           5.80 / 7.15 ±1.41 / 9.76 ms │  1.09x slower │
│ QQuery 7  │        17.36 / 17.97 ±0.49 / 18.86 ms │        16.89 / 17.26 ±0.25 / 17.63 ms │     no change │
│ QQuery 8  │     423.68 / 428.88 ±6.73 / 442.08 ms │    426.31 / 437.41 ±13.74 / 463.65 ms │     no change │
│ QQuery 9  │    662.71 / 679.77 ±14.27 / 704.99 ms │     453.56 / 457.20 ±2.93 / 461.00 ms │ +1.49x faster │
│ QQuery 10 │        94.05 / 97.06 ±1.97 / 99.50 ms │        90.93 / 91.98 ±0.72 / 93.01 ms │ +1.06x faster │
│ QQuery 11 │     107.84 / 109.59 ±1.35 / 111.81 ms │     102.66 / 103.75 ±1.21 / 106.10 ms │ +1.06x faster │
│ QQuery 12 │     346.89 / 349.90 ±2.71 / 353.73 ms │    340.83 / 353.78 ±15.53 / 383.91 ms │     no change │
│ QQuery 13 │    469.95 / 488.08 ±18.89 / 518.75 ms │    553.16 / 568.08 ±15.85 / 597.20 ms │  1.16x slower │
│ QQuery 14 │     352.85 / 357.31 ±5.22 / 367.09 ms │    335.65 / 368.56 ±19.39 / 396.29 ms │     no change │
│ QQuery 15 │     358.89 / 372.04 ±9.69 / 388.93 ms │    326.63 / 337.93 ±11.28 / 356.85 ms │ +1.10x faster │
│ QQuery 16 │    731.34 / 745.27 ±15.41 / 772.52 ms │    715.20 / 732.73 ±16.85 / 757.24 ms │     no change │
│ QQuery 17 │     728.35 / 732.44 ±2.58 / 735.23 ms │    689.50 / 704.35 ±10.82 / 721.28 ms │     no change │
│ QQuery 18 │ 1479.04 / 1517.70 ±36.40 / 1576.47 ms │ 1309.59 / 1353.48 ±28.45 / 1398.69 ms │ +1.12x faster │
│ QQuery 19 │        38.06 / 39.14 ±1.30 / 41.38 ms │        36.11 / 37.82 ±1.75 / 40.99 ms │     no change │
│ QQuery 20 │    715.32 / 735.43 ±20.83 / 761.85 ms │    720.76 / 732.16 ±12.38 / 754.21 ms │     no change │
│ QQuery 21 │     760.89 / 765.28 ±3.73 / 771.32 ms │     763.98 / 766.29 ±2.65 / 771.47 ms │     no change │
│ QQuery 22 │  1139.86 / 1148.25 ±6.09 / 1156.33 ms │  1142.88 / 1145.96 ±3.05 / 1150.98 ms │     no change │
│ QQuery 23 │ 3157.54 / 3178.01 ±17.94 / 3207.41 ms │  3128.45 / 3131.85 ±2.51 / 3135.15 ms │     no change │
│ QQuery 24 │     104.10 / 105.39 ±1.60 / 108.35 ms │      98.87 / 103.04 ±4.03 / 110.27 ms │     no change │
│ QQuery 25 │     138.14 / 141.90 ±2.53 / 144.43 ms │     138.49 / 143.37 ±2.90 / 147.00 ms │     no change │
│ QQuery 26 │      98.91 / 104.33 ±2.83 / 106.63 ms │     101.20 / 103.00 ±1.52 / 104.69 ms │     no change │
│ QQuery 27 │     846.74 / 851.65 ±4.08 / 858.82 ms │     851.21 / 856.53 ±6.04 / 865.02 ms │     no change │
│ QQuery 28 │ 3287.48 / 3327.20 ±23.80 / 3360.92 ms │ 3286.38 / 3362.40 ±78.25 / 3473.06 ms │     no change │
│ QQuery 29 │        51.37 / 56.77 ±5.41 / 66.41 ms │        51.53 / 56.79 ±4.78 / 64.55 ms │     no change │
│ QQuery 30 │     359.95 / 367.15 ±8.41 / 383.24 ms │    362.20 / 374.03 ±12.15 / 397.40 ms │     no change │
│ QQuery 31 │    360.39 / 380.78 ±11.57 / 395.58 ms │    424.40 / 435.99 ±10.44 / 455.43 ms │  1.14x slower │
│ QQuery 32 │ 1058.50 / 1081.30 ±24.56 / 1125.16 ms │ 1621.46 / 1651.53 ±21.04 / 1678.75 ms │  1.53x slower │
│ QQuery 33 │ 1488.80 / 1518.07 ±19.56 / 1549.45 ms │ 1522.64 / 1591.12 ±61.32 / 1672.15 ms │     no change │
│ QQuery 34 │ 1475.44 / 1496.05 ±12.16 / 1508.97 ms │ 1514.63 / 1547.03 ±27.76 / 1594.23 ms │     no change │
│ QQuery 35 │     398.62 / 407.65 ±4.59 / 410.78 ms │    322.91 / 344.54 ±13.33 / 360.11 ms │ +1.18x faster │
│ QQuery 36 │     112.62 / 121.68 ±6.60 / 132.61 ms │     111.73 / 115.13 ±2.19 / 117.45 ms │ +1.06x faster │
│ QQuery 37 │        49.23 / 50.36 ±1.39 / 52.93 ms │        47.74 / 49.08 ±1.10 / 51.10 ms │     no change │
│ QQuery 38 │        77.04 / 78.72 ±1.60 / 81.38 ms │        76.64 / 77.87 ±1.13 / 80.00 ms │     no change │
│ QQuery 39 │     211.24 / 220.71 ±5.37 / 227.30 ms │     198.46 / 206.60 ±5.89 / 216.85 ms │ +1.07x faster │
│ QQuery 40 │        25.03 / 26.64 ±1.42 / 28.59 ms │        23.94 / 26.19 ±1.28 / 27.66 ms │     no change │
│ QQuery 41 │        21.11 / 22.49 ±0.94 / 23.73 ms │        20.12 / 21.40 ±1.03 / 23.17 ms │     no change │
│ QQuery 42 │        20.16 / 20.77 ±0.38 / 21.26 ms │        19.60 / 20.31 ±0.60 / 21.29 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 22909.24ms │
│ Total Time (early-group-emission)   │ 23230.90ms │
│ Average Time (HEAD)                 │   532.77ms │
│ Average Time (early-group-emission) │   540.25ms │
│ Queries Faster                      │          8 │
│ Queries Slower                      │          5 │
│ Queries with No Change              │         30 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	115.7s
Peak memory	41.3 GiB
Avg memory	30.9 GiB
CPU user	1092.9s
CPU sys	85.9s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	117.1s
Peak memory	36.7 GiB
Avg memory	28.0 GiB
CPU user	1071.5s
CPU sys	90.2s
Peak spill	0 B

File an issue against this benchmark runner

…and dedup Gate early emission on the skip-aggregation probe ratio (>= 0.5) so queries with good aggregation reduction are not penalized. Track cold batch memory in the reservation to avoid silent OOM. Extract table_size() and next_state_draining_cold() helpers to reduce duplication. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

The early emission was firing before the skip aggregation probe could evaluate (needs 100K rows), causing regressions for very high-cardinality GROUP BY queries (e.g. Q32 GROUP BY WatchID, ClientIP was 1.53x slower). Fix: only enable early emission AFTER the skip probe has evaluated and decided NOT to skip. This ensures: - Before 100K rows: no early emission (let probe evaluate first) - High cardinality (ratio >= 0.8): skip probe takes over, no emission - Medium cardinality (ratio < 0.8): early emission keeps hash table cache-friendly Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

Dandandan · 2026-04-13T18:24:01Z

run benchmarks

adriangbot · 2026-04-13T18:26:45Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238673913-1172-m8tjl 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 early-group-emission (9619b00) to 0143dfe (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T18:26:45Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238673913-1173-pf7n8 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 early-group-emission (9619b00) to 0143dfe (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T18:26:52Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238673913-1174-2l7wl 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 early-group-emission (9619b00) to 0143dfe (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

Replace the two-generation cold-batch emission scheme with a simpler bounded hash table approach: - When the hash table exceeds the size limit, switch to overflow passthrough mode: subsequent batches are converted directly to intermediate state (like SkippingAggregation) while the hash table retains its accumulated groups - At end-of-input, emit the hash table's accumulated state - No emit/reset cycle, no cold batch, no serialization overhead - The hash table acts as a cache for groups seen early in the stream Benefits over two-generation: - No RecordBatch serialization/deserialization of accumulated state - No hash table rebuild after reset - Simpler state machine (no cold batch management) - Groups accumulated before overflow stay aggregated Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

adriangbot · 2026-04-13T18:44:11Z

🤖 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 early-group-emission
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                  early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.20 / 4.54 ±6.52 / 17.57 ms │          1.20 / 4.36 ±6.25 / 16.86 ms │     no change │
│ QQuery 1  │        14.41 / 14.77 ±0.19 / 14.92 ms │        14.59 / 14.83 ±0.38 / 15.58 ms │     no change │
│ QQuery 2  │        44.85 / 45.06 ±0.16 / 45.34 ms │        43.55 / 44.01 ±0.32 / 44.44 ms │     no change │
│ QQuery 3  │        45.87 / 46.27 ±0.38 / 46.73 ms │        41.39 / 44.22 ±2.25 / 46.46 ms │     no change │
│ QQuery 4  │     282.03 / 288.23 ±4.29 / 294.83 ms │     285.56 / 292.92 ±8.29 / 306.52 ms │     no change │
│ QQuery 5  │     338.76 / 347.09 ±6.94 / 358.48 ms │    338.59 / 350.59 ±12.66 / 374.58 ms │     no change │
│ QQuery 6  │           4.97 / 6.22 ±1.23 / 8.55 ms │           5.94 / 6.53 ±0.83 / 8.11 ms │     no change │
│ QQuery 7  │        17.07 / 19.65 ±3.27 / 25.96 ms │        16.58 / 18.75 ±1.39 / 20.68 ms │     no change │
│ QQuery 8  │    409.62 / 422.78 ±13.09 / 442.52 ms │     395.14 / 405.20 ±7.81 / 417.65 ms │     no change │
│ QQuery 9  │    627.46 / 664.84 ±28.40 / 695.32 ms │    446.46 / 458.79 ±12.83 / 480.37 ms │ +1.45x faster │
│ QQuery 10 │        91.55 / 94.26 ±2.39 / 98.69 ms │        89.84 / 92.47 ±2.33 / 96.09 ms │     no change │
│ QQuery 11 │     106.48 / 108.57 ±1.62 / 110.94 ms │     102.20 / 103.85 ±1.30 / 105.65 ms │     no change │
│ QQuery 12 │    339.00 / 350.51 ±12.03 / 372.15 ms │    335.02 / 347.83 ±11.88 / 367.05 ms │     no change │
│ QQuery 13 │     450.51 / 464.73 ±8.91 / 478.47 ms │     477.96 / 486.74 ±8.35 / 500.20 ms │     no change │
│ QQuery 14 │     337.78 / 343.62 ±4.45 / 350.66 ms │    326.24 / 344.42 ±17.18 / 377.02 ms │     no change │
│ QQuery 15 │    341.65 / 357.69 ±12.21 / 377.87 ms │     321.03 / 335.03 ±7.25 / 341.42 ms │ +1.07x faster │
│ QQuery 16 │    709.57 / 738.56 ±19.63 / 760.88 ms │    699.77 / 712.96 ±11.39 / 729.29 ms │     no change │
│ QQuery 17 │    699.85 / 712.63 ±10.50 / 729.04 ms │    681.86 / 703.13 ±19.91 / 731.55 ms │     no change │
│ QQuery 18 │ 1376.18 / 1453.30 ±52.13 / 1536.63 ms │ 1275.42 / 1320.16 ±41.68 / 1390.43 ms │ +1.10x faster │
│ QQuery 19 │      34.77 / 52.30 ±31.98 / 116.12 ms │        35.03 / 35.74 ±0.81 / 37.27 ms │ +1.46x faster │
│ QQuery 20 │    712.97 / 738.56 ±26.36 / 782.78 ms │     715.32 / 720.87 ±6.81 / 734.27 ms │     no change │
│ QQuery 21 │     760.98 / 764.97 ±4.44 / 773.07 ms │     758.39 / 763.48 ±5.40 / 770.58 ms │     no change │
│ QQuery 22 │  1127.35 / 1131.36 ±3.93 / 1137.50 ms │  1127.66 / 1129.59 ±2.06 / 1133.48 ms │     no change │
│ QQuery 23 │ 3069.85 / 3095.84 ±26.76 / 3146.26 ms │ 3048.98 / 3059.49 ±13.02 / 3084.99 ms │     no change │
│ QQuery 24 │     100.07 / 103.47 ±3.55 / 110.12 ms │       97.44 / 98.58 ±1.05 / 100.04 ms │     no change │
│ QQuery 25 │     137.12 / 139.46 ±1.67 / 141.83 ms │     138.89 / 141.31 ±2.37 / 145.09 ms │     no change │
│ QQuery 26 │       96.95 / 99.51 ±2.47 / 103.82 ms │       96.08 / 99.22 ±3.00 / 104.40 ms │     no change │
│ QQuery 27 │     846.30 / 850.38 ±6.24 / 862.78 ms │     849.33 / 855.05 ±3.97 / 861.37 ms │     no change │
│ QQuery 28 │ 3271.38 / 3297.44 ±17.31 / 3320.03 ms │ 3266.28 / 3308.97 ±62.77 / 3432.82 ms │     no change │
│ QQuery 29 │     55.61 / 107.06 ±52.19 / 190.59 ms │        49.57 / 54.27 ±3.69 / 59.99 ms │ +1.97x faster │
│ QQuery 30 │     361.05 / 373.00 ±7.10 / 383.03 ms │    351.61 / 369.32 ±14.94 / 392.06 ms │     no change │
│ QQuery 31 │    364.51 / 400.45 ±22.64 / 433.03 ms │    358.96 / 390.00 ±18.82 / 415.74 ms │     no change │
│ QQuery 32 │ 1049.37 / 1182.67 ±96.48 / 1311.13 ms │  1017.76 / 1028.30 ±9.13 / 1041.56 ms │ +1.15x faster │
│ QQuery 33 │ 1425.38 / 1446.59 ±18.63 / 1478.05 ms │ 1486.44 / 1525.78 ±25.43 / 1566.48 ms │  1.05x slower │
│ QQuery 34 │ 1451.73 / 1472.12 ±17.43 / 1502.35 ms │ 1489.02 / 1532.46 ±31.48 / 1576.61 ms │     no change │
│ QQuery 35 │     376.67 / 378.24 ±1.52 / 380.63 ms │     325.20 / 338.92 ±9.72 / 355.27 ms │ +1.12x faster │
│ QQuery 36 │     111.21 / 119.70 ±4.80 / 124.84 ms │     111.35 / 114.46 ±1.69 / 116.44 ms │     no change │
│ QQuery 37 │        47.66 / 49.39 ±1.61 / 52.28 ms │        47.94 / 48.56 ±0.72 / 49.79 ms │     no change │
│ QQuery 38 │        75.49 / 77.79 ±1.95 / 81.19 ms │        75.23 / 75.97 ±1.06 / 78.07 ms │     no change │
│ QQuery 39 │     209.32 / 215.15 ±5.05 / 222.67 ms │     202.73 / 206.62 ±3.28 / 211.62 ms │     no change │
│ QQuery 40 │        21.84 / 25.45 ±2.64 / 29.91 ms │        22.37 / 25.38 ±1.53 / 26.44 ms │     no change │
│ QQuery 41 │        19.49 / 21.26 ±1.05 / 22.40 ms │        20.61 / 20.74 ±0.13 / 20.97 ms │     no change │
│ QQuery 42 │        19.45 / 19.72 ±0.42 / 20.56 ms │        19.65 / 20.21 ±0.44 / 20.94 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 22645.18ms │
│ Total Time (early-group-emission)   │ 22050.10ms │
│ Average Time (HEAD)                 │   526.63ms │
│ Average Time (early-group-emission) │   512.79ms │
│ Queries Faster                      │          7 │
│ Queries Slower                      │          1 │
│ Queries with No Change              │         35 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	114.3s
Peak memory	40.2 GiB
Avg memory	29.0 GiB
CPU user	1071.3s
CPU sys	91.4s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	111.1s
Peak memory	37.9 GiB
Avg memory	28.1 GiB
CPU user	1029.2s
CPU sys	70.1s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-13T18:44:25Z

🤖 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 early-group-emission
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                     early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.87 / 7.36 ±0.77 / 8.89 ms │              7.10 / 7.49 ±0.74 / 8.97 ms │     no change │
│ QQuery 2  │        147.08 / 147.45 ±0.47 / 148.32 ms │        147.15 / 147.87 ±0.59 / 148.91 ms │     no change │
│ QQuery 3  │        115.87 / 116.62 ±0.69 / 117.69 ms │        116.87 / 117.22 ±0.20 / 117.48 ms │     no change │
│ QQuery 4  │    1467.41 / 1507.16 ±26.23 / 1542.11 ms │    1443.35 / 1470.46 ±19.44 / 1488.47 ms │     no change │
│ QQuery 5  │        179.02 / 179.83 ±0.58 / 180.84 ms │        177.34 / 178.02 ±0.84 / 179.64 ms │     no change │
│ QQuery 6  │       885.55 / 908.92 ±17.88 / 931.85 ms │       875.46 / 905.84 ±22.81 / 944.09 ms │     no change │
│ QQuery 7  │        350.72 / 353.46 ±1.97 / 355.74 ms │        351.91 / 353.80 ±1.23 / 355.35 ms │     no change │
│ QQuery 8  │        119.01 / 120.44 ±1.07 / 122.00 ms │        118.08 / 119.34 ±0.81 / 120.22 ms │     no change │
│ QQuery 9  │        102.86 / 105.37 ±2.18 / 107.81 ms │        103.15 / 105.54 ±2.87 / 109.88 ms │     no change │
│ QQuery 10 │        110.23 / 111.81 ±1.00 / 112.88 ms │        109.15 / 110.85 ±1.30 / 112.90 ms │     no change │
│ QQuery 11 │     1043.06 / 1055.51 ±9.12 / 1070.24 ms │    1047.78 / 1064.85 ±10.29 / 1076.79 ms │     no change │
│ QQuery 12 │           46.54 / 48.41 ±1.70 / 51.31 ms │           48.54 / 49.19 ±0.45 / 49.92 ms │     no change │
│ QQuery 13 │        414.74 / 418.00 ±2.70 / 421.90 ms │        410.82 / 415.34 ±2.67 / 418.15 ms │     no change │
│ QQuery 14 │    1015.91 / 1029.70 ±10.97 / 1049.28 ms │     1023.52 / 1033.82 ±6.89 / 1041.18 ms │     no change │
│ QQuery 15 │           16.69 / 18.41 ±1.78 / 21.07 ms │           16.13 / 16.96 ±0.87 / 18.62 ms │ +1.09x faster │
│ QQuery 16 │              7.75 / 8.09 ±0.37 / 8.71 ms │              7.70 / 8.16 ±0.63 / 9.41 ms │     no change │
│ QQuery 17 │        238.25 / 240.23 ±1.39 / 242.07 ms │        237.63 / 239.19 ±1.54 / 241.62 ms │     no change │
│ QQuery 18 │        130.68 / 132.34 ±1.02 / 133.74 ms │        130.67 / 132.18 ±1.06 / 134.01 ms │     no change │
│ QQuery 19 │        162.68 / 164.39 ±0.96 / 165.63 ms │        162.28 / 165.46 ±2.60 / 169.82 ms │     no change │
│ QQuery 20 │           14.87 / 15.38 ±0.46 / 15.94 ms │           14.11 / 15.06 ±0.65 / 15.81 ms │     no change │
│ QQuery 21 │           20.39 / 20.79 ±0.36 / 21.23 ms │           20.12 / 20.51 ±0.37 / 21.01 ms │     no change │
│ QQuery 22 │        517.28 / 525.45 ±6.28 / 533.86 ms │     1230.09 / 1240.36 ±9.38 / 1256.07 ms │  2.36x slower │
│ QQuery 23 │        938.98 / 947.88 ±8.88 / 963.43 ms │        936.71 / 943.60 ±5.33 / 950.14 ms │     no change │
│ QQuery 24 │        400.15 / 401.54 ±1.32 / 403.75 ms │        398.82 / 402.79 ±2.12 / 405.18 ms │     no change │
│ QQuery 25 │        351.54 / 355.02 ±2.75 / 359.16 ms │        351.32 / 353.28 ±1.43 / 355.07 ms │     no change │
│ QQuery 26 │           84.36 / 85.39 ±0.69 / 86.41 ms │           84.16 / 85.39 ±1.03 / 86.58 ms │     no change │
│ QQuery 27 │              7.38 / 7.89 ±0.74 / 9.36 ms │              7.40 / 7.74 ±0.56 / 8.85 ms │     no change │
│ QQuery 28 │        153.79 / 154.88 ±1.10 / 156.71 ms │        153.24 / 153.99 ±0.63 / 154.99 ms │     no change │
│ QQuery 29 │        293.22 / 295.22 ±1.37 / 297.06 ms │        290.93 / 293.95 ±1.66 / 296.03 ms │     no change │
│ QQuery 30 │           46.57 / 47.63 ±0.94 / 48.82 ms │           44.07 / 46.71 ±1.54 / 48.02 ms │     no change │
│ QQuery 31 │        174.59 / 178.20 ±2.06 / 180.08 ms │        176.70 / 178.82 ±1.71 / 181.79 ms │     no change │
│ QQuery 32 │         57.68 / 67.44 ±17.55 / 102.53 ms │           58.94 / 59.70 ±0.80 / 61.25 ms │ +1.13x faster │
│ QQuery 33 │        145.19 / 145.98 ±0.65 / 146.83 ms │        143.65 / 146.03 ±1.67 / 148.83 ms │     no change │
│ QQuery 34 │              7.87 / 7.96 ±0.12 / 8.20 ms │              7.41 / 7.94 ±0.56 / 9.00 ms │     no change │
│ QQuery 35 │        111.21 / 113.28 ±1.25 / 114.84 ms │        111.74 / 112.79 ±0.69 / 113.55 ms │     no change │
│ QQuery 36 │              6.86 / 7.07 ±0.14 / 7.29 ms │              6.90 / 7.30 ±0.37 / 7.86 ms │     no change │
│ QQuery 37 │              8.85 / 9.19 ±0.28 / 9.61 ms │             8.86 / 9.46 ±0.46 / 10.27 ms │     no change │
│ QQuery 38 │          88.71 / 92.66 ±4.76 / 101.44 ms │           86.39 / 91.51 ±4.06 / 96.67 ms │     no change │
│ QQuery 39 │        136.44 / 139.19 ±1.71 / 141.84 ms │        132.77 / 135.68 ±2.27 / 139.51 ms │     no change │
│ QQuery 40 │        114.34 / 119.30 ±5.51 / 129.75 ms │        110.86 / 119.06 ±9.59 / 137.05 ms │     no change │
│ QQuery 41 │           15.31 / 16.58 ±1.03 / 17.99 ms │           14.83 / 15.89 ±1.06 / 17.16 ms │     no change │
│ QQuery 42 │        108.99 / 110.38 ±0.86 / 111.49 ms │        110.08 / 112.65 ±1.60 / 114.44 ms │     no change │
│ QQuery 43 │              6.35 / 6.44 ±0.08 / 6.59 ms │              6.29 / 6.41 ±0.10 / 6.55 ms │     no change │
│ QQuery 44 │           13.08 / 13.65 ±0.47 / 14.23 ms │           11.98 / 13.03 ±0.70 / 13.92 ms │     no change │
│ QQuery 45 │           52.62 / 53.69 ±0.78 / 55.02 ms │           52.45 / 52.81 ±0.26 / 53.18 ms │     no change │
│ QQuery 46 │              8.95 / 9.24 ±0.25 / 9.69 ms │              8.87 / 9.19 ±0.21 / 9.43 ms │     no change │
│ QQuery 47 │       824.58 / 843.58 ±11.13 / 856.67 ms │        760.02 / 766.00 ±5.98 / 775.89 ms │ +1.10x faster │
│ QQuery 48 │        305.21 / 308.21 ±3.07 / 313.62 ms │        293.18 / 300.52 ±3.99 / 303.85 ms │     no change │
│ QQuery 49 │        253.07 / 256.24 ±2.60 / 260.47 ms │        254.55 / 256.53 ±1.66 / 259.07 ms │     no change │
│ QQuery 50 │        236.80 / 241.07 ±4.04 / 247.89 ms │        242.11 / 243.26 ±0.91 / 244.37 ms │     no change │
│ QQuery 51 │        186.44 / 188.94 ±2.48 / 193.53 ms │        185.45 / 188.58 ±3.47 / 194.10 ms │     no change │
│ QQuery 52 │        110.48 / 111.88 ±1.04 / 113.45 ms │        110.75 / 112.49 ±2.22 / 116.76 ms │     no change │
│ QQuery 53 │        105.88 / 106.75 ±0.83 / 108.13 ms │        105.47 / 106.43 ±1.31 / 108.98 ms │     no change │
│ QQuery 54 │        153.75 / 154.88 ±1.15 / 156.55 ms │        153.24 / 154.03 ±0.47 / 154.63 ms │     no change │
│ QQuery 55 │        109.63 / 111.26 ±0.94 / 112.36 ms │        110.56 / 112.82 ±1.48 / 114.33 ms │     no change │
│ QQuery 56 │        146.42 / 147.53 ±1.00 / 149.09 ms │        146.98 / 147.85 ±1.16 / 150.09 ms │     no change │
│ QQuery 57 │        181.86 / 184.57 ±2.24 / 187.71 ms │        181.71 / 183.00 ±1.81 / 186.46 ms │     no change │
│ QQuery 58 │        298.26 / 308.58 ±7.84 / 321.57 ms │        296.08 / 310.77 ±7.67 / 316.75 ms │     no change │
│ QQuery 59 │        206.55 / 209.89 ±2.74 / 214.13 ms │        206.12 / 209.00 ±1.85 / 211.88 ms │     no change │
│ QQuery 60 │        148.35 / 150.01 ±1.46 / 152.41 ms │        147.22 / 148.98 ±1.84 / 152.03 ms │     no change │
│ QQuery 61 │           13.67 / 13.97 ±0.24 / 14.34 ms │           13.65 / 13.98 ±0.26 / 14.36 ms │     no change │
│ QQuery 62 │     946.34 / 1017.54 ±74.86 / 1124.92 ms │     930.85 / 1012.18 ±66.28 / 1090.47 ms │     no change │
│ QQuery 63 │        107.54 / 110.05 ±2.14 / 113.32 ms │        105.43 / 108.00 ±2.76 / 113.19 ms │     no change │
│ QQuery 64 │        718.35 / 723.29 ±2.86 / 726.63 ms │        717.62 / 721.52 ±3.23 / 727.18 ms │     no change │
│ QQuery 65 │        275.42 / 277.76 ±1.96 / 280.73 ms │        277.79 / 279.16 ±2.09 / 283.31 ms │     no change │
│ QQuery 66 │        264.87 / 272.85 ±9.96 / 290.49 ms │        248.93 / 259.50 ±7.79 / 270.93 ms │     no change │
│ QQuery 67 │        328.71 / 336.65 ±6.27 / 343.58 ms │        316.38 / 326.19 ±6.53 / 334.20 ms │     no change │
│ QQuery 68 │            9.02 / 10.47 ±1.07 / 11.48 ms │            8.97 / 10.05 ±0.77 / 10.93 ms │     no change │
│ QQuery 69 │        105.22 / 107.39 ±2.27 / 111.60 ms │        105.57 / 106.80 ±0.98 / 107.94 ms │     no change │
│ QQuery 70 │        344.39 / 353.86 ±5.99 / 362.63 ms │       356.14 / 368.98 ±10.50 / 383.29 ms │     no change │
│ QQuery 71 │        139.33 / 142.20 ±3.47 / 148.84 ms │        139.52 / 142.49 ±1.72 / 144.29 ms │     no change │
│ QQuery 72 │        646.05 / 657.98 ±9.31 / 669.42 ms │       631.94 / 652.23 ±10.59 / 662.73 ms │     no change │
│ QQuery 73 │             7.52 / 9.18 ±1.86 / 12.20 ms │              7.53 / 8.77 ±0.72 / 9.50 ms │     no change │
│ QQuery 74 │        671.57 / 679.06 ±4.60 / 685.79 ms │        668.16 / 677.40 ±6.13 / 684.99 ms │     no change │
│ QQuery 75 │        282.12 / 285.63 ±2.59 / 289.68 ms │        280.07 / 284.25 ±2.60 / 287.05 ms │     no change │
│ QQuery 76 │        136.76 / 138.09 ±1.33 / 140.40 ms │        136.80 / 138.85 ±1.32 / 140.81 ms │     no change │
│ QQuery 77 │        194.37 / 195.03 ±0.58 / 196.10 ms │        192.21 / 194.23 ±1.51 / 196.62 ms │     no change │
│ QQuery 78 │        351.46 / 356.85 ±3.19 / 360.97 ms │        356.05 / 358.86 ±2.76 / 363.72 ms │     no change │
│ QQuery 79 │        255.74 / 259.14 ±3.09 / 264.40 ms │        258.26 / 259.52 ±1.29 / 261.90 ms │     no change │
│ QQuery 80 │        325.95 / 329.88 ±3.09 / 334.40 ms │        324.20 / 327.60 ±2.30 / 331.03 ms │     no change │
│ QQuery 81 │           27.51 / 29.23 ±1.58 / 31.46 ms │           26.76 / 28.21 ±1.00 / 29.45 ms │     no change │
│ QQuery 82 │        203.66 / 204.55 ±0.84 / 205.95 ms │        206.60 / 208.28 ±1.55 / 211.06 ms │     no change │
│ QQuery 83 │           39.00 / 40.87 ±1.30 / 42.99 ms │           40.53 / 41.75 ±0.97 / 43.35 ms │     no change │
│ QQuery 84 │           49.30 / 50.49 ±0.86 / 51.54 ms │           49.35 / 50.49 ±1.08 / 52.54 ms │     no change │
│ QQuery 85 │        153.17 / 155.31 ±1.68 / 157.38 ms │        151.61 / 154.34 ±2.77 / 159.09 ms │     no change │
│ QQuery 86 │           40.40 / 42.08 ±1.06 / 43.57 ms │           40.63 / 42.67 ±1.58 / 44.84 ms │     no change │
│ QQuery 87 │           89.48 / 92.16 ±3.08 / 97.99 ms │           89.92 / 93.35 ±3.05 / 98.80 ms │     no change │
│ QQuery 88 │        103.17 / 104.60 ±1.31 / 106.98 ms │        104.07 / 106.06 ±1.04 / 107.02 ms │     no change │
│ QQuery 89 │        123.01 / 124.15 ±0.75 / 125.09 ms │        121.53 / 123.22 ±1.11 / 124.43 ms │     no change │
│ QQuery 90 │           24.09 / 25.32 ±0.80 / 26.35 ms │           25.20 / 25.51 ±0.31 / 26.06 ms │     no change │
│ QQuery 91 │           66.68 / 67.55 ±0.59 / 68.32 ms │           64.26 / 66.12 ±1.27 / 68.09 ms │     no change │
│ QQuery 92 │           59.42 / 60.18 ±0.53 / 61.05 ms │           59.74 / 60.85 ±0.89 / 62.29 ms │     no change │
│ QQuery 93 │        193.92 / 196.43 ±1.51 / 198.18 ms │        193.72 / 196.28 ±1.44 / 197.72 ms │     no change │
│ QQuery 94 │           62.62 / 64.31 ±1.13 / 65.50 ms │           62.67 / 64.10 ±0.94 / 65.49 ms │     no change │
│ QQuery 95 │        130.58 / 132.08 ±1.69 / 135.29 ms │        130.21 / 131.71 ±1.14 / 133.64 ms │     no change │
│ QQuery 96 │           75.60 / 76.17 ±0.55 / 77.08 ms │           76.23 / 77.30 ±0.96 / 78.74 ms │     no change │
│ QQuery 97 │        131.57 / 133.12 ±1.45 / 135.29 ms │        130.52 / 133.66 ±1.76 / 135.70 ms │     no change │
│ QQuery 98 │        160.01 / 162.40 ±1.28 / 163.45 ms │        161.44 / 163.90 ±1.52 / 165.84 ms │     no change │
│ QQuery 99 │ 10880.10 / 10940.21 ±43.92 / 10996.32 ms │ 10944.10 / 10981.76 ±26.56 / 11024.16 ms │     no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 32922.32ms │
│ Total Time (early-group-emission)   │ 33523.65ms │
│ Average Time (HEAD)                 │   332.55ms │
│ Average Time (early-group-emission) │   338.62ms │
│ Queries Faster                      │          3 │
│ Queries Slower                      │          1 │
│ Queries with No Change              │         95 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	165.0s
Peak memory	5.6 GiB
Avg memory	4.6 GiB
CPU user	273.3s
CPU sys	17.9s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	167.9s
Peak memory	5.5 GiB
Avg memory	4.5 GiB
CPU user	279.7s
CPU sys	18.9s
Peak spill	0 B

File an issue against this benchmark runner

Dandandan · 2026-04-13T18:44:41Z

run benchmarks

adriangbot · 2026-04-13T18:45:01Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238803110-1175-2289q 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 early-group-emission (01835ce) to 0143dfe (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T18:45:04Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238803110-1176-7vg6s 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 early-group-emission (01835ce) to 0143dfe (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T18:46:48Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238803110-1177-4hzvd 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 early-group-emission (01835ce) to 0143dfe (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T19:01:36Z

🤖 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 early-group-emission
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                     early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.69 / 7.17 ±0.84 / 8.84 ms │              6.75 / 7.18 ±0.79 / 8.76 ms │     no change │
│ QQuery 2  │        145.10 / 145.69 ±0.44 / 146.27 ms │        145.36 / 146.06 ±0.50 / 146.71 ms │     no change │
│ QQuery 3  │        114.02 / 114.93 ±0.56 / 115.75 ms │        113.23 / 113.62 ±0.28 / 114.06 ms │     no change │
│ QQuery 4  │    1300.48 / 1325.56 ±16.73 / 1353.24 ms │    1249.70 / 1286.58 ±18.76 / 1299.41 ms │     no change │
│ QQuery 5  │        171.65 / 174.62 ±2.10 / 177.86 ms │        173.07 / 174.75 ±1.22 / 176.88 ms │     no change │
│ QQuery 6  │       821.76 / 848.86 ±17.70 / 871.87 ms │       825.04 / 846.21 ±16.80 / 874.79 ms │     no change │
│ QQuery 7  │        343.04 / 344.27 ±1.12 / 346.16 ms │        339.23 / 343.68 ±2.86 / 347.67 ms │     no change │
│ QQuery 8  │        116.36 / 117.66 ±0.76 / 118.59 ms │        116.18 / 117.17 ±0.94 / 118.90 ms │     no change │
│ QQuery 9  │        100.82 / 103.39 ±2.97 / 107.82 ms │        101.47 / 104.25 ±2.68 / 107.67 ms │     no change │
│ QQuery 10 │        106.62 / 108.48 ±1.02 / 109.27 ms │        105.19 / 108.14 ±1.66 / 109.86 ms │     no change │
│ QQuery 11 │       867.94 / 888.25 ±17.66 / 909.34 ms │        889.06 / 894.00 ±4.41 / 899.75 ms │     no change │
│ QQuery 12 │           44.89 / 46.60 ±1.26 / 48.70 ms │           46.07 / 47.43 ±1.67 / 50.72 ms │     no change │
│ QQuery 13 │        400.39 / 404.45 ±2.88 / 408.54 ms │        399.04 / 401.97 ±2.58 / 405.61 ms │     no change │
│ QQuery 14 │     1009.67 / 1015.73 ±5.03 / 1024.65 ms │     1001.52 / 1010.57 ±7.69 / 1024.83 ms │     no change │
│ QQuery 15 │           14.97 / 16.36 ±1.25 / 18.71 ms │           15.28 / 16.67 ±0.99 / 17.99 ms │     no change │
│ QQuery 16 │              7.15 / 7.37 ±0.26 / 7.83 ms │             7.52 / 8.52 ±1.14 / 10.64 ms │  1.16x slower │
│ QQuery 17 │        230.11 / 231.59 ±1.32 / 233.84 ms │        228.85 / 230.95 ±1.38 / 232.37 ms │     no change │
│ QQuery 18 │        126.89 / 128.59 ±1.00 / 130.01 ms │        128.09 / 128.94 ±0.69 / 130.06 ms │     no change │
│ QQuery 19 │        153.87 / 155.31 ±0.99 / 156.77 ms │        154.91 / 156.19 ±0.99 / 157.76 ms │     no change │
│ QQuery 20 │           13.74 / 14.08 ±0.30 / 14.63 ms │           13.57 / 14.20 ±0.41 / 14.73 ms │     no change │
│ QQuery 21 │           18.69 / 19.33 ±0.59 / 20.38 ms │           19.16 / 19.54 ±0.24 / 19.81 ms │     no change │
│ QQuery 22 │        485.46 / 487.67 ±2.07 / 490.79 ms │        487.41 / 491.67 ±4.04 / 498.14 ms │     no change │
│ QQuery 23 │        857.56 / 866.23 ±9.78 / 884.48 ms │       848.09 / 862.11 ±10.17 / 877.45 ms │     no change │
│ QQuery 24 │        377.74 / 382.24 ±2.66 / 385.08 ms │        379.96 / 383.31 ±2.49 / 386.58 ms │     no change │
│ QQuery 25 │        340.92 / 341.57 ±0.83 / 343.19 ms │        339.14 / 342.08 ±2.53 / 346.23 ms │     no change │
│ QQuery 26 │           81.21 / 82.86 ±1.37 / 84.73 ms │           80.67 / 81.48 ±0.62 / 82.08 ms │     no change │
│ QQuery 27 │              6.82 / 7.64 ±0.67 / 8.69 ms │              6.97 / 7.35 ±0.50 / 8.32 ms │     no change │
│ QQuery 28 │        148.18 / 149.95 ±1.35 / 151.68 ms │        149.80 / 150.38 ±0.60 / 151.42 ms │     no change │
│ QQuery 29 │        280.66 / 282.79 ±1.30 / 284.22 ms │        280.29 / 282.78 ±2.07 / 286.45 ms │     no change │
│ QQuery 30 │           42.23 / 44.61 ±1.68 / 46.95 ms │           43.78 / 45.52 ±1.12 / 46.80 ms │     no change │
│ QQuery 31 │        169.47 / 170.90 ±1.21 / 172.57 ms │        170.22 / 172.08 ±1.06 / 173.04 ms │     no change │
│ QQuery 32 │           56.55 / 57.23 ±0.69 / 58.47 ms │           56.76 / 57.79 ±0.61 / 58.53 ms │     no change │
│ QQuery 33 │        139.39 / 140.91 ±0.84 / 141.93 ms │        139.76 / 141.70 ±1.71 / 144.50 ms │     no change │
│ QQuery 34 │              7.00 / 7.19 ±0.26 / 7.69 ms │              7.04 / 7.28 ±0.18 / 7.53 ms │     no change │
│ QQuery 35 │        107.56 / 110.65 ±1.81 / 112.99 ms │        109.42 / 110.32 ±0.94 / 112.07 ms │     no change │
│ QQuery 36 │              6.64 / 6.86 ±0.31 / 7.47 ms │              6.64 / 6.96 ±0.37 / 7.67 ms │     no change │
│ QQuery 37 │              8.29 / 8.91 ±0.32 / 9.16 ms │              8.64 / 9.11 ±0.30 / 9.46 ms │     no change │
│ QQuery 38 │           85.92 / 88.71 ±1.55 / 90.15 ms │           83.00 / 87.33 ±4.65 / 96.16 ms │     no change │
│ QQuery 39 │        124.26 / 128.74 ±3.98 / 134.80 ms │        123.68 / 127.37 ±3.08 / 132.10 ms │     no change │
│ QQuery 40 │        108.67 / 115.76 ±7.00 / 129.08 ms │        107.85 / 114.35 ±6.94 / 127.68 ms │     no change │
│ QQuery 41 │           15.81 / 16.13 ±0.26 / 16.42 ms │           14.23 / 15.53 ±0.96 / 16.98 ms │     no change │
│ QQuery 42 │        108.55 / 110.57 ±1.61 / 112.82 ms │        106.36 / 108.60 ±2.05 / 111.85 ms │     no change │
│ QQuery 43 │              6.11 / 6.21 ±0.11 / 6.41 ms │              6.18 / 6.29 ±0.13 / 6.54 ms │     no change │
│ QQuery 44 │           12.16 / 12.96 ±0.48 / 13.43 ms │           11.83 / 12.61 ±0.77 / 14.00 ms │     no change │
│ QQuery 45 │           51.85 / 52.55 ±0.61 / 53.40 ms │           50.87 / 52.05 ±0.86 / 53.38 ms │     no change │
│ QQuery 46 │              8.97 / 9.33 ±0.22 / 9.61 ms │              8.61 / 8.96 ±0.31 / 9.41 ms │     no change │
│ QQuery 47 │       701.36 / 750.76 ±37.45 / 805.93 ms │        629.64 / 636.43 ±4.41 / 642.81 ms │ +1.18x faster │
│ QQuery 48 │        294.24 / 298.16 ±2.16 / 300.33 ms │        291.75 / 297.27 ±5.06 / 303.56 ms │     no change │
│ QQuery 49 │        256.63 / 260.92 ±2.80 / 263.70 ms │        249.96 / 251.54 ±1.17 / 252.83 ms │     no change │
│ QQuery 50 │        221.07 / 230.22 ±8.73 / 244.64 ms │        223.85 / 228.06 ±4.14 / 234.99 ms │     no change │
│ QQuery 51 │        179.25 / 182.71 ±2.85 / 187.95 ms │        181.61 / 183.71 ±2.25 / 187.74 ms │     no change │
│ QQuery 52 │        107.07 / 107.50 ±0.29 / 107.91 ms │        107.04 / 108.96 ±1.32 / 110.53 ms │     no change │
│ QQuery 53 │        102.56 / 104.19 ±0.90 / 105.08 ms │        102.23 / 103.26 ±0.75 / 104.49 ms │     no change │
│ QQuery 54 │        144.43 / 145.95 ±1.26 / 147.23 ms │        144.75 / 146.19 ±0.91 / 147.25 ms │     no change │
│ QQuery 55 │        107.22 / 109.48 ±1.24 / 110.86 ms │        106.65 / 107.28 ±0.92 / 109.09 ms │     no change │
│ QQuery 56 │        139.29 / 141.18 ±2.18 / 145.10 ms │        140.19 / 141.73 ±2.12 / 145.94 ms │     no change │
│ QQuery 57 │        172.44 / 175.32 ±1.64 / 177.12 ms │        170.83 / 176.75 ±3.04 / 179.34 ms │     no change │
│ QQuery 58 │        288.28 / 293.27 ±5.43 / 301.19 ms │        290.44 / 297.07 ±5.32 / 305.42 ms │     no change │
│ QQuery 59 │        199.42 / 202.79 ±3.17 / 208.32 ms │        198.61 / 202.31 ±2.02 / 204.49 ms │     no change │
│ QQuery 60 │        143.16 / 145.23 ±2.03 / 149.11 ms │        144.22 / 145.72 ±1.15 / 147.50 ms │     no change │
│ QQuery 61 │           13.01 / 13.59 ±0.52 / 14.35 ms │           13.19 / 13.29 ±0.15 / 13.59 ms │     no change │
│ QQuery 62 │       926.63 / 937.21 ±12.95 / 961.99 ms │     859.06 / 967.03 ±100.15 / 1135.87 ms │     no change │
│ QQuery 63 │        106.46 / 107.98 ±1.18 / 109.37 ms │        107.03 / 107.86 ±0.97 / 109.59 ms │     no change │
│ QQuery 64 │        675.55 / 686.19 ±7.75 / 698.90 ms │        681.64 / 686.56 ±4.30 / 692.38 ms │     no change │
│ QQuery 65 │        251.77 / 253.82 ±2.08 / 257.12 ms │        249.89 / 253.40 ±2.19 / 256.68 ms │     no change │
│ QQuery 66 │        245.18 / 253.46 ±6.78 / 265.31 ms │       242.59 / 261.11 ±11.06 / 273.05 ms │     no change │
│ QQuery 67 │        303.61 / 311.77 ±5.79 / 320.35 ms │        307.38 / 319.90 ±7.97 / 326.87 ms │     no change │
│ QQuery 68 │            8.66 / 10.16 ±1.15 / 11.85 ms │           10.08 / 11.07 ±0.90 / 12.71 ms │  1.09x slower │
│ QQuery 69 │        105.14 / 106.41 ±0.92 / 107.60 ms │        102.72 / 105.79 ±1.70 / 107.35 ms │     no change │
│ QQuery 70 │       321.91 / 345.10 ±15.55 / 368.19 ms │       341.85 / 353.13 ±12.31 / 376.85 ms │     no change │
│ QQuery 71 │        135.33 / 137.96 ±2.60 / 141.50 ms │        138.48 / 140.40 ±2.69 / 145.69 ms │     no change │
│ QQuery 72 │       604.33 / 624.46 ±10.95 / 634.42 ms │       616.82 / 656.87 ±29.25 / 699.87 ms │  1.05x slower │
│ QQuery 73 │              6.56 / 7.50 ±1.04 / 9.46 ms │             6.91 / 8.70 ±1.80 / 11.89 ms │  1.16x slower │
│ QQuery 74 │        551.22 / 552.67 ±1.30 / 554.72 ms │        549.02 / 559.59 ±9.07 / 575.82 ms │     no change │
│ QQuery 75 │        272.38 / 277.75 ±3.32 / 281.21 ms │        280.25 / 283.00 ±2.08 / 286.18 ms │     no change │
│ QQuery 76 │        131.82 / 133.19 ±0.90 / 134.65 ms │        131.34 / 134.63 ±1.91 / 136.60 ms │     no change │
│ QQuery 77 │        187.01 / 189.24 ±1.20 / 190.42 ms │        189.07 / 191.26 ±2.06 / 194.92 ms │     no change │
│ QQuery 78 │        334.70 / 341.62 ±5.15 / 349.22 ms │        336.77 / 344.93 ±5.83 / 354.95 ms │     no change │
│ QQuery 79 │        231.85 / 233.86 ±1.68 / 236.05 ms │        235.22 / 237.78 ±1.73 / 240.07 ms │     no change │
│ QQuery 80 │        320.66 / 323.32 ±2.43 / 327.04 ms │        324.14 / 325.66 ±1.59 / 327.63 ms │     no change │
│ QQuery 81 │           26.68 / 27.77 ±0.92 / 28.96 ms │           26.76 / 27.94 ±1.34 / 30.50 ms │     no change │
│ QQuery 82 │        199.30 / 200.02 ±0.71 / 201.27 ms │        199.83 / 201.59 ±1.71 / 203.93 ms │     no change │
│ QQuery 83 │           38.74 / 40.12 ±1.25 / 42.09 ms │           39.01 / 40.11 ±1.02 / 41.87 ms │     no change │
│ QQuery 84 │           49.21 / 49.77 ±0.38 / 50.40 ms │           49.21 / 49.57 ±0.23 / 49.85 ms │     no change │
│ QQuery 85 │        149.45 / 150.16 ±0.71 / 151.33 ms │        147.56 / 150.84 ±2.21 / 154.32 ms │     no change │
│ QQuery 86 │           38.17 / 39.78 ±1.16 / 41.72 ms │           38.64 / 40.25 ±1.14 / 41.59 ms │     no change │
│ QQuery 87 │           85.09 / 88.91 ±3.90 / 96.08 ms │           85.41 / 90.53 ±4.28 / 96.15 ms │     no change │
│ QQuery 88 │         99.22 / 100.72 ±1.29 / 102.90 ms │         99.88 / 100.96 ±0.77 / 101.80 ms │     no change │
│ QQuery 89 │        117.80 / 119.76 ±1.27 / 121.81 ms │        118.75 / 121.44 ±2.30 / 125.37 ms │     no change │
│ QQuery 90 │           23.29 / 24.31 ±0.62 / 24.96 ms │           23.38 / 23.87 ±0.36 / 24.42 ms │     no change │
│ QQuery 91 │           63.05 / 64.66 ±1.27 / 66.42 ms │           62.69 / 64.92 ±1.32 / 66.76 ms │     no change │
│ QQuery 92 │           56.51 / 57.76 ±1.09 / 59.54 ms │           56.80 / 58.34 ±0.84 / 59.34 ms │     no change │
│ QQuery 93 │        184.06 / 187.29 ±1.80 / 189.22 ms │        184.29 / 187.15 ±2.47 / 190.74 ms │     no change │
│ QQuery 94 │           62.47 / 62.89 ±0.38 / 63.37 ms │           60.72 / 62.42 ±1.51 / 65.21 ms │     no change │
│ QQuery 95 │        127.10 / 128.68 ±1.26 / 130.00 ms │        127.55 / 128.17 ±0.34 / 128.61 ms │     no change │
│ QQuery 96 │           71.45 / 73.13 ±1.04 / 74.18 ms │           73.75 / 75.94 ±1.18 / 76.98 ms │     no change │
│ QQuery 97 │        124.39 / 128.51 ±2.29 / 131.26 ms │        126.50 / 129.15 ±2.10 / 131.88 ms │     no change │
│ QQuery 98 │        154.60 / 156.52 ±1.73 / 158.66 ms │        155.05 / 156.72 ±0.93 / 157.60 ms │     no change │
│ QQuery 99 │ 10741.04 / 10755.74 ±17.90 / 10786.66 ms │ 10776.79 / 10849.69 ±51.16 / 10921.29 ms │     no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 31358.91ms │
│ Total Time (early-group-emission)   │ 31409.43ms │
│ Average Time (HEAD)                 │   316.76ms │
│ Average Time (early-group-emission) │   317.27ms │
│ Queries Faster                      │          1 │
│ Queries Slower                      │          4 │
│ Queries with No Change              │         94 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	157.2s
Peak memory	5.3 GiB
Avg memory	4.3 GiB
CPU user	258.9s
CPU sys	17.3s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	157.3s
Peak memory	4.6 GiB
Avg memory	4.0 GiB
CPU user	260.7s
CPU sys	17.8s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-13T19:03:17Z

🤖 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 early-group-emission
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                  early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.27 / 4.66 ±6.56 / 17.78 ms │          1.26 / 4.57 ±6.49 / 17.55 ms │     no change │
│ QQuery 1  │        14.50 / 15.06 ±0.33 / 15.41 ms │        14.61 / 15.20 ±0.31 / 15.46 ms │     no change │
│ QQuery 2  │        44.79 / 45.46 ±0.37 / 45.81 ms │        44.75 / 45.12 ±0.29 / 45.61 ms │     no change │
│ QQuery 3  │        44.81 / 46.33 ±1.26 / 47.78 ms │        45.00 / 47.38 ±1.37 / 48.96 ms │     no change │
│ QQuery 4  │     311.10 / 316.98 ±6.48 / 329.53 ms │     308.66 / 321.41 ±9.70 / 334.14 ms │     no change │
│ QQuery 5  │     361.54 / 371.12 ±5.01 / 376.03 ms │    702.97 / 725.57 ±12.37 / 736.70 ms │  1.96x slower │
│ QQuery 6  │           5.70 / 6.29 ±0.38 / 6.78 ms │           5.64 / 6.55 ±0.91 / 8.16 ms │     no change │
│ QQuery 7  │        17.41 / 17.75 ±0.22 / 18.07 ms │        18.05 / 19.58 ±1.70 / 22.12 ms │  1.10x slower │
│ QQuery 8  │     450.70 / 456.71 ±5.50 / 466.25 ms │    456.29 / 466.36 ±11.65 / 488.65 ms │     no change │
│ QQuery 9  │     715.15 / 719.40 ±2.15 / 721.04 ms │ 8540.98 / 8652.81 ±71.14 / 8761.11 ms │ 12.03x slower │
│ QQuery 10 │       95.13 / 98.27 ±3.48 / 105.01 ms │       93.02 / 96.53 ±3.25 / 102.34 ms │     no change │
│ QQuery 11 │     110.62 / 112.31 ±1.55 / 114.18 ms │     105.61 / 109.58 ±2.71 / 113.77 ms │     no change │
│ QQuery 12 │     361.06 / 367.14 ±5.68 / 377.84 ms │     321.87 / 336.57 ±8.13 / 345.30 ms │ +1.09x faster │
│ QQuery 13 │    480.46 / 500.82 ±17.11 / 530.98 ms │     489.15 / 499.46 ±7.44 / 511.68 ms │     no change │
│ QQuery 14 │     369.17 / 376.75 ±4.99 / 384.14 ms │    334.97 / 352.59 ±12.50 / 367.65 ms │ +1.07x faster │
│ QQuery 15 │    391.98 / 406.81 ±14.96 / 434.07 ms │     400.51 / 408.19 ±6.06 / 418.91 ms │     no change │
│ QQuery 16 │    760.59 / 789.63 ±23.98 / 833.57 ms │    756.10 / 779.32 ±27.47 / 831.02 ms │     no change │
│ QQuery 17 │    756.49 / 812.20 ±44.12 / 874.27 ms │    738.34 / 756.23 ±13.33 / 769.66 ms │ +1.07x faster │
│ QQuery 18 │ 1452.08 / 1507.11 ±48.63 / 1568.16 ms │ 1207.73 / 1243.47 ±26.69 / 1266.44 ms │ +1.21x faster │
│ QQuery 19 │        37.27 / 38.10 ±1.01 / 39.90 ms │        38.83 / 41.59 ±2.68 / 45.05 ms │  1.09x slower │
│ QQuery 20 │     726.07 / 735.91 ±9.65 / 748.06 ms │    732.88 / 740.42 ±11.28 / 762.20 ms │     no change │
│ QQuery 21 │     777.57 / 780.48 ±1.75 / 782.66 ms │     782.13 / 787.57 ±6.49 / 800.15 ms │     no change │
│ QQuery 22 │  1173.98 / 1180.86 ±5.39 / 1189.62 ms │  1171.18 / 1180.03 ±5.59 / 1188.60 ms │     no change │
│ QQuery 23 │ 3249.46 / 3292.44 ±29.21 / 3325.08 ms │ 3259.86 / 3277.78 ±19.36 / 3314.79 ms │     no change │
│ QQuery 24 │     109.20 / 110.48 ±1.07 / 111.86 ms │     105.95 / 108.42 ±1.83 / 110.71 ms │     no change │
│ QQuery 25 │     144.21 / 146.89 ±1.97 / 149.44 ms │     143.89 / 144.97 ±1.14 / 146.65 ms │     no change │
│ QQuery 26 │     107.06 / 109.21 ±1.69 / 112.05 ms │     106.21 / 108.45 ±1.45 / 110.74 ms │     no change │
│ QQuery 27 │     865.53 / 875.48 ±8.75 / 889.86 ms │     865.58 / 869.87 ±3.64 / 874.77 ms │     no change │
│ QQuery 28 │ 3351.93 / 3396.91 ±23.20 / 3415.11 ms │ 3582.54 / 3618.49 ±49.35 / 3715.36 ms │  1.07x slower │
│ QQuery 29 │        51.82 / 58.98 ±7.68 / 73.54 ms │        51.96 / 55.25 ±2.01 / 57.99 ms │ +1.07x faster │
│ QQuery 30 │     387.60 / 394.09 ±4.64 / 399.45 ms │    343.32 / 364.21 ±20.33 / 399.01 ms │ +1.08x faster │
│ QQuery 31 │    382.17 / 403.08 ±16.46 / 425.88 ms │     381.36 / 393.97 ±9.11 / 408.88 ms │     no change │
│ QQuery 32 │ 1119.56 / 1156.52 ±33.74 / 1212.83 ms │ 1238.03 / 1326.41 ±47.99 / 1376.39 ms │  1.15x slower │
│ QQuery 33 │ 1567.32 / 1588.34 ±13.11 / 1602.84 ms │ 1664.59 / 1718.42 ±43.01 / 1795.50 ms │  1.08x slower │
│ QQuery 34 │ 1570.63 / 1586.44 ±15.50 / 1607.52 ms │  1644.22 / 1661.30 ±9.27 / 1671.44 ms │     no change │
│ QQuery 35 │     443.73 / 448.88 ±5.34 / 458.84 ms │     405.96 / 417.94 ±6.84 / 425.58 ms │ +1.07x faster │
│ QQuery 36 │     126.64 / 128.66 ±1.95 / 131.06 ms │      98.55 / 100.34 ±2.17 / 104.60 ms │ +1.28x faster │
│ QQuery 37 │        49.07 / 52.20 ±2.80 / 56.47 ms │        48.11 / 49.69 ±1.26 / 51.78 ms │     no change │
│ QQuery 38 │        77.80 / 79.65 ±0.93 / 80.32 ms │        78.03 / 79.60 ±1.14 / 80.69 ms │     no change │
│ QQuery 39 │     226.98 / 235.16 ±5.08 / 241.51 ms │     176.30 / 180.24 ±3.53 / 186.77 ms │ +1.30x faster │
│ QQuery 40 │        24.26 / 28.22 ±2.21 / 30.59 ms │        24.25 / 26.64 ±1.80 / 29.00 ms │ +1.06x faster │
│ QQuery 41 │        21.70 / 22.48 ±0.77 / 23.84 ms │        21.39 / 22.40 ±1.06 / 24.39 ms │     no change │
│ QQuery 42 │        20.40 / 21.39 ±0.61 / 22.22 ms │        21.27 / 21.89 ±0.69 / 23.21 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 23841.66ms │
│ Total Time (early-group-emission)   │ 32182.36ms │
│ Average Time (HEAD)                 │   554.46ms │
│ Average Time (early-group-emission) │   748.43ms │
│ Queries Faster                      │         10 │
│ Queries Slower                      │          7 │
│ Queries with No Change              │         26 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	120.5s
Peak memory	42.6 GiB
Avg memory	32.6 GiB
CPU user	1135.1s
CPU sys	90.2s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	161.9s
Peak memory	39.0 GiB
Avg memory	27.0 GiB
CPU user	1567.2s
CPU sys	84.3s
Peak spill	0 B

File an issue against this benchmark runner

COUNT(DISTINCT) and similar distinct aggregates produce per-row intermediate state when convert_to_state is called. In overflow mode this turns 100M rows into 100M single-value state objects that the downstream must merge — a 12x regression on Q9. Fix: skip overflow passthrough when any aggregate is distinct. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

Dandandan · 2026-04-13T19:09:12Z

run benchmarks

adriangbot · 2026-04-13T19:11:18Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238944023-1179-spwms 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 early-group-emission (1390b5e) to 0143dfe (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T19:18:05Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238986171-1183-szj4s 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 early-group-emission (ecaea3d) to 0143dfe (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T19:18:06Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238986171-1181-9f5m7 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 early-group-emission (ecaea3d) to 0143dfe (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T19:18:40Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4238986171-1182-6bdkj 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 early-group-emission (ecaea3d) to 0143dfe (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-13T19:27:38Z

🤖 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 early-group-emission
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                     early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.53 / 6.99 ±0.81 / 8.60 ms │              6.65 / 7.06 ±0.77 / 8.61 ms │     no change │
│ QQuery 2  │        145.36 / 146.12 ±0.54 / 147.00 ms │        144.91 / 145.29 ±0.57 / 146.43 ms │     no change │
│ QQuery 3  │        112.45 / 113.52 ±0.87 / 115.05 ms │        112.62 / 113.54 ±0.77 / 114.60 ms │     no change │
│ QQuery 4  │    1293.08 / 1321.40 ±19.10 / 1343.61 ms │    1277.19 / 1324.56 ±29.65 / 1352.60 ms │     no change │
│ QQuery 5  │        172.88 / 173.61 ±0.71 / 174.95 ms │        170.38 / 172.08 ±1.23 / 173.79 ms │     no change │
│ QQuery 6  │        839.26 / 853.88 ±7.99 / 863.68 ms │        844.23 / 851.11 ±4.85 / 856.96 ms │     no change │
│ QQuery 7  │        338.44 / 340.80 ±1.71 / 342.86 ms │        335.54 / 342.27 ±4.30 / 347.60 ms │     no change │
│ QQuery 8  │        114.96 / 116.65 ±0.97 / 117.79 ms │        114.19 / 115.18 ±1.21 / 117.51 ms │     no change │
│ QQuery 9  │        100.45 / 105.39 ±2.50 / 107.07 ms │        101.36 / 105.49 ±4.67 / 114.10 ms │     no change │
│ QQuery 10 │        105.69 / 107.58 ±1.24 / 109.07 ms │        104.08 / 106.00 ±1.10 / 107.04 ms │     no change │
│ QQuery 11 │       887.02 / 908.10 ±15.05 / 927.99 ms │        886.54 / 903.43 ±9.68 / 915.28 ms │     no change │
│ QQuery 12 │           43.68 / 45.81 ±1.28 / 47.33 ms │           45.02 / 45.85 ±0.60 / 46.76 ms │     no change │
│ QQuery 13 │        398.69 / 400.06 ±0.88 / 401.23 ms │        394.97 / 401.34 ±3.83 / 406.26 ms │     no change │
│ QQuery 14 │      994.18 / 1005.82 ±5.89 / 1009.53 ms │     993.97 / 1007.68 ±10.41 / 1024.31 ms │     no change │
│ QQuery 15 │           15.25 / 15.94 ±0.67 / 17.18 ms │           15.35 / 16.80 ±1.54 / 19.60 ms │  1.05x slower │
│ QQuery 16 │              7.00 / 7.46 ±0.49 / 8.35 ms │              7.15 / 7.74 ±0.74 / 9.17 ms │     no change │
│ QQuery 17 │        227.17 / 228.45 ±0.94 / 229.61 ms │        228.07 / 229.00 ±0.75 / 229.95 ms │     no change │
│ QQuery 18 │        127.13 / 128.00 ±0.56 / 128.85 ms │        126.38 / 127.93 ±1.16 / 129.48 ms │     no change │
│ QQuery 19 │        155.72 / 157.17 ±0.93 / 158.51 ms │        154.71 / 155.84 ±0.83 / 156.86 ms │     no change │
│ QQuery 20 │           13.97 / 14.48 ±0.26 / 14.72 ms │           13.57 / 13.73 ±0.11 / 13.86 ms │ +1.05x faster │
│ QQuery 21 │           19.29 / 20.06 ±0.83 / 21.57 ms │           18.60 / 19.36 ±0.51 / 19.90 ms │     no change │
│ QQuery 22 │        482.58 / 484.21 ±1.88 / 487.36 ms │        478.65 / 481.66 ±2.33 / 485.76 ms │     no change │
│ QQuery 23 │        854.55 / 862.23 ±5.34 / 870.34 ms │        863.16 / 870.08 ±5.68 / 876.37 ms │     no change │
│ QQuery 24 │        377.21 / 379.08 ±1.64 / 381.36 ms │        374.87 / 377.20 ±3.14 / 383.35 ms │     no change │
│ QQuery 25 │        338.17 / 339.71 ±1.04 / 341.42 ms │        335.43 / 339.34 ±2.70 / 342.40 ms │     no change │
│ QQuery 26 │           79.47 / 82.38 ±1.59 / 84.21 ms │           80.65 / 81.78 ±0.70 / 82.46 ms │     no change │
│ QQuery 27 │              6.71 / 7.43 ±1.03 / 9.46 ms │              6.82 / 7.17 ±0.38 / 7.85 ms │     no change │
│ QQuery 28 │        148.23 / 149.24 ±0.84 / 150.32 ms │        148.25 / 149.75 ±1.31 / 151.47 ms │     no change │
│ QQuery 29 │        278.79 / 281.01 ±1.59 / 283.35 ms │        276.61 / 279.03 ±1.69 / 281.05 ms │     no change │
│ QQuery 30 │           44.00 / 45.15 ±0.80 / 46.37 ms │           43.12 / 43.91 ±0.87 / 45.40 ms │     no change │
│ QQuery 31 │        168.85 / 169.87 ±1.02 / 171.69 ms │        168.95 / 171.17 ±1.67 / 173.12 ms │     no change │
│ QQuery 32 │           56.19 / 56.90 ±0.59 / 57.99 ms │           56.83 / 58.05 ±1.95 / 61.93 ms │     no change │
│ QQuery 33 │        138.97 / 140.65 ±1.66 / 143.75 ms │        140.15 / 140.89 ±0.60 / 141.57 ms │     no change │
│ QQuery 34 │              6.92 / 7.11 ±0.22 / 7.51 ms │             6.77 / 7.56 ±1.42 / 10.40 ms │  1.06x slower │
│ QQuery 35 │        108.08 / 108.83 ±0.59 / 109.85 ms │        107.96 / 109.83 ±2.20 / 114.04 ms │     no change │
│ QQuery 36 │              6.50 / 6.86 ±0.35 / 7.42 ms │              6.46 / 7.24 ±1.00 / 9.18 ms │  1.06x slower │
│ QQuery 37 │              8.27 / 8.85 ±0.32 / 9.15 ms │              8.74 / 8.99 ±0.28 / 9.51 ms │     no change │
│ QQuery 38 │           84.45 / 88.48 ±3.08 / 92.21 ms │           80.68 / 86.28 ±5.32 / 95.82 ms │     no change │
│ QQuery 39 │        122.48 / 125.34 ±2.51 / 129.41 ms │        123.22 / 125.88 ±1.85 / 128.66 ms │     no change │
│ QQuery 40 │        108.95 / 113.76 ±5.66 / 124.04 ms │        104.43 / 113.40 ±7.18 / 125.29 ms │     no change │
│ QQuery 41 │           14.74 / 15.72 ±0.88 / 17.07 ms │           14.08 / 15.00 ±0.90 / 16.23 ms │     no change │
│ QQuery 42 │        106.54 / 108.67 ±2.11 / 112.39 ms │        105.81 / 107.67 ±1.66 / 110.76 ms │     no change │
│ QQuery 43 │              5.81 / 5.98 ±0.13 / 6.22 ms │              5.88 / 6.12 ±0.20 / 6.46 ms │     no change │
│ QQuery 44 │           11.18 / 12.01 ±0.66 / 13.21 ms │           11.82 / 12.46 ±0.99 / 14.43 ms │     no change │
│ QQuery 45 │           49.43 / 50.72 ±0.79 / 51.46 ms │           50.58 / 51.04 ±0.28 / 51.33 ms │     no change │
│ QQuery 46 │              8.41 / 8.70 ±0.21 / 8.99 ms │              8.37 / 8.59 ±0.15 / 8.78 ms │     no change │
│ QQuery 47 │        686.00 / 692.23 ±3.83 / 697.94 ms │        620.71 / 623.78 ±2.35 / 627.96 ms │ +1.11x faster │
│ QQuery 48 │        278.34 / 288.73 ±5.96 / 294.91 ms │        291.01 / 292.96 ±1.85 / 295.55 ms │     no change │
│ QQuery 49 │        250.74 / 252.74 ±1.29 / 254.45 ms │        248.36 / 250.53 ±2.43 / 255.26 ms │     no change │
│ QQuery 50 │        216.30 / 222.63 ±3.57 / 226.28 ms │        213.89 / 222.22 ±4.70 / 228.39 ms │     no change │
│ QQuery 51 │        182.31 / 183.99 ±1.08 / 185.09 ms │        177.69 / 180.22 ±3.27 / 186.52 ms │     no change │
│ QQuery 52 │        106.84 / 107.92 ±0.88 / 108.85 ms │        107.02 / 108.90 ±1.60 / 111.44 ms │     no change │
│ QQuery 53 │        101.93 / 102.60 ±0.63 / 103.76 ms │        101.60 / 102.71 ±0.92 / 104.28 ms │     no change │
│ QQuery 54 │        144.26 / 145.85 ±1.51 / 147.94 ms │        144.36 / 146.26 ±1.54 / 148.62 ms │     no change │
│ QQuery 55 │        107.36 / 109.15 ±1.38 / 110.76 ms │        106.42 / 107.61 ±1.26 / 109.89 ms │     no change │
│ QQuery 56 │        143.63 / 144.48 ±0.64 / 145.27 ms │        139.59 / 142.34 ±1.76 / 144.96 ms │     no change │
│ QQuery 57 │        174.62 / 176.07 ±1.70 / 178.95 ms │        169.35 / 173.16 ±2.59 / 176.71 ms │     no change │
│ QQuery 58 │        299.96 / 310.82 ±7.21 / 318.61 ms │       288.21 / 307.02 ±13.84 / 330.47 ms │     no change │
│ QQuery 59 │        199.79 / 202.12 ±1.81 / 205.18 ms │        197.77 / 199.52 ±0.96 / 200.39 ms │     no change │
│ QQuery 60 │        143.18 / 145.39 ±1.44 / 147.16 ms │        141.49 / 143.41 ±1.12 / 144.36 ms │     no change │
│ QQuery 61 │           13.02 / 13.32 ±0.28 / 13.69 ms │           12.72 / 13.01 ±0.47 / 13.93 ms │     no change │
│ QQuery 62 │       899.40 / 926.16 ±16.27 / 945.41 ms │       890.12 / 934.39 ±29.57 / 975.01 ms │     no change │
│ QQuery 63 │        104.24 / 107.09 ±2.47 / 111.27 ms │        103.34 / 105.72 ±2.05 / 109.02 ms │     no change │
│ QQuery 64 │        668.40 / 676.32 ±6.57 / 685.07 ms │        679.74 / 682.97 ±3.44 / 689.47 ms │     no change │
│ QQuery 65 │        247.33 / 253.45 ±4.92 / 260.86 ms │        247.10 / 250.57 ±3.28 / 255.73 ms │     no change │
│ QQuery 66 │        252.58 / 260.70 ±5.05 / 268.16 ms │       234.04 / 256.64 ±15.98 / 282.19 ms │     no change │
│ QQuery 67 │        298.27 / 307.96 ±5.74 / 314.59 ms │        304.65 / 313.86 ±7.12 / 323.83 ms │     no change │
│ QQuery 68 │            8.52 / 10.42 ±1.38 / 12.25 ms │             8.26 / 9.60 ±0.75 / 10.42 ms │ +1.09x faster │
│ QQuery 69 │        101.17 / 103.38 ±1.85 / 106.57 ms │        100.10 / 102.46 ±1.81 / 104.92 ms │     no change │
│ QQuery 70 │       332.93 / 356.78 ±15.40 / 379.19 ms │       328.76 / 344.39 ±14.74 / 369.44 ms │     no change │
│ QQuery 71 │        133.94 / 136.56 ±1.91 / 139.78 ms │        133.47 / 137.45 ±2.35 / 139.68 ms │     no change │
│ QQuery 72 │       601.26 / 613.17 ±11.01 / 629.74 ms │        590.94 / 604.77 ±8.89 / 618.72 ms │     no change │
│ QQuery 73 │              6.45 / 7.13 ±0.66 / 8.22 ms │              6.38 / 7.28 ±0.95 / 9.12 ms │     no change │
│ QQuery 74 │        557.05 / 565.25 ±5.27 / 572.16 ms │        548.00 / 552.89 ±3.21 / 557.45 ms │     no change │
│ QQuery 75 │        278.28 / 280.10 ±1.53 / 282.56 ms │        272.38 / 274.72 ±1.78 / 277.45 ms │     no change │
│ QQuery 76 │        130.43 / 131.35 ±1.01 / 133.25 ms │        130.18 / 132.35 ±1.37 / 133.73 ms │     no change │
│ QQuery 77 │        186.55 / 188.95 ±1.85 / 191.81 ms │        186.57 / 189.96 ±2.61 / 194.46 ms │     no change │
│ QQuery 78 │        339.82 / 344.50 ±3.58 / 347.71 ms │        333.45 / 337.82 ±4.75 / 346.49 ms │     no change │
│ QQuery 79 │        231.18 / 232.58 ±1.92 / 236.36 ms │        229.00 / 232.11 ±2.71 / 235.89 ms │     no change │
│ QQuery 80 │        319.03 / 320.82 ±1.25 / 322.78 ms │        316.89 / 319.15 ±1.88 / 322.25 ms │     no change │
│ QQuery 81 │           25.97 / 26.92 ±0.81 / 28.34 ms │           25.60 / 26.47 ±0.82 / 28.02 ms │     no change │
│ QQuery 82 │        198.73 / 201.00 ±1.94 / 203.33 ms │        198.78 / 201.63 ±2.33 / 205.31 ms │     no change │
│ QQuery 83 │           37.83 / 39.14 ±0.79 / 39.95 ms │           38.12 / 38.59 ±0.43 / 39.16 ms │     no change │
│ QQuery 84 │           48.05 / 48.90 ±0.59 / 49.90 ms │           48.50 / 49.69 ±1.21 / 52.00 ms │     no change │
│ QQuery 85 │        148.74 / 150.12 ±1.19 / 151.61 ms │        146.35 / 148.64 ±1.50 / 150.85 ms │     no change │
│ QQuery 86 │           39.99 / 40.99 ±1.00 / 42.66 ms │           38.13 / 39.55 ±1.08 / 41.38 ms │     no change │
│ QQuery 87 │           84.23 / 87.94 ±3.90 / 95.30 ms │           84.26 / 87.73 ±2.91 / 92.96 ms │     no change │
│ QQuery 88 │         99.61 / 100.67 ±0.92 / 102.20 ms │          98.67 / 99.40 ±0.62 / 100.47 ms │     no change │
│ QQuery 89 │        117.91 / 119.54 ±1.31 / 121.51 ms │        118.13 / 118.87 ±0.56 / 119.77 ms │     no change │
│ QQuery 90 │           22.57 / 23.24 ±0.53 / 23.99 ms │           23.09 / 24.13 ±0.71 / 25.26 ms │     no change │
│ QQuery 91 │           64.04 / 65.23 ±1.39 / 67.75 ms │           59.55 / 63.37 ±2.39 / 65.71 ms │     no change │
│ QQuery 92 │           57.25 / 58.03 ±0.43 / 58.47 ms │           56.88 / 58.16 ±1.12 / 59.81 ms │     no change │
│ QQuery 93 │        185.55 / 186.86 ±1.09 / 188.46 ms │        183.73 / 184.84 ±0.58 / 185.36 ms │     no change │
│ QQuery 94 │           61.75 / 62.98 ±0.81 / 63.84 ms │           60.37 / 61.71 ±0.74 / 62.63 ms │     no change │
│ QQuery 95 │        127.09 / 128.41 ±1.16 / 130.10 ms │        126.07 / 126.84 ±0.62 / 127.66 ms │     no change │
│ QQuery 96 │           73.75 / 75.22 ±1.14 / 76.62 ms │           72.80 / 74.21 ±1.24 / 76.53 ms │     no change │
│ QQuery 97 │        125.58 / 126.43 ±0.69 / 127.37 ms │        125.39 / 126.91 ±0.90 / 127.93 ms │     no change │
│ QQuery 98 │        153.24 / 155.86 ±1.77 / 158.71 ms │        148.38 / 152.57 ±2.79 / 155.26 ms │     no change │
│ QQuery 99 │ 10727.29 / 10781.70 ±28.43 / 10806.15 ms │ 10776.69 / 10800.71 ±21.01 / 10830.22 ms │     no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 31276.06ms │
│ Total Time (early-group-emission)   │ 31158.15ms │
│ Average Time (HEAD)                 │   315.92ms │
│ Average Time (early-group-emission) │   314.73ms │
│ Queries Faster                      │          3 │
│ Queries Slower                      │          3 │
│ Queries with No Change              │         93 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	156.7s
Peak memory	5.3 GiB
Avg memory	4.5 GiB
CPU user	258.2s
CPU sys	16.8s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	156.1s
Peak memory	5.6 GiB
Avg memory	4.6 GiB
CPU user	257.0s
CPU sys	17.4s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-13T19:27:47Z

🤖 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 early-group-emission
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                  early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.19 / 4.41 ±6.35 / 17.10 ms │          1.21 / 4.43 ±6.33 / 17.09 ms │     no change │
│ QQuery 1  │        14.05 / 14.36 ±0.21 / 14.66 ms │        14.21 / 14.51 ±0.39 / 15.27 ms │     no change │
│ QQuery 2  │        43.59 / 44.08 ±0.38 / 44.65 ms │        43.46 / 43.73 ±0.22 / 44.09 ms │     no change │
│ QQuery 3  │        41.51 / 43.84 ±2.29 / 47.46 ms │        41.47 / 44.47 ±3.10 / 48.80 ms │     no change │
│ QQuery 4  │     287.16 / 291.09 ±4.15 / 298.97 ms │    287.50 / 300.37 ±11.09 / 317.89 ms │     no change │
│ QQuery 5  │     340.07 / 344.68 ±3.50 / 349.45 ms │    667.21 / 703.23 ±57.08 / 816.72 ms │  2.04x slower │
│ QQuery 6  │           5.45 / 5.88 ±0.61 / 7.10 ms │           5.37 / 5.79 ±0.59 / 6.93 ms │     no change │
│ QQuery 7  │        16.65 / 17.14 ±0.89 / 18.92 ms │        16.68 / 19.04 ±3.29 / 25.46 ms │  1.11x slower │
│ QQuery 8  │    412.30 / 428.08 ±15.97 / 450.90 ms │     430.34 / 441.30 ±7.61 / 448.84 ms │     no change │
│ QQuery 9  │    620.14 / 634.89 ±10.82 / 650.40 ms │     633.77 / 646.18 ±9.96 / 664.33 ms │     no change │
│ QQuery 10 │        92.72 / 93.97 ±1.20 / 96.21 ms │        88.45 / 91.78 ±2.68 / 95.96 ms │     no change │
│ QQuery 11 │     104.52 / 106.02 ±1.04 / 107.17 ms │     100.03 / 103.20 ±2.55 / 106.34 ms │     no change │
│ QQuery 12 │     334.56 / 337.44 ±2.22 / 340.80 ms │     307.79 / 314.01 ±4.78 / 321.21 ms │ +1.07x faster │
│ QQuery 13 │    446.99 / 461.93 ±10.95 / 479.25 ms │    452.21 / 469.71 ±13.86 / 485.62 ms │     no change │
│ QQuery 14 │     339.89 / 348.73 ±4.47 / 351.66 ms │     314.05 / 328.27 ±9.21 / 340.68 ms │ +1.06x faster │
│ QQuery 15 │    337.28 / 359.82 ±18.52 / 389.46 ms │     373.89 / 384.10 ±7.54 / 394.76 ms │  1.07x slower │
│ QQuery 16 │    695.99 / 723.24 ±21.98 / 760.18 ms │    692.63 / 714.52 ±19.28 / 743.88 ms │     no change │
│ QQuery 17 │     701.08 / 709.07 ±6.94 / 721.38 ms │     688.04 / 697.83 ±7.42 / 710.44 ms │     no change │
│ QQuery 18 │ 1385.44 / 1458.11 ±43.18 / 1504.57 ms │ 1119.06 / 1158.95 ±20.22 / 1172.59 ms │ +1.26x faster │
│ QQuery 19 │        35.14 / 39.71 ±6.51 / 52.55 ms │        35.02 / 36.91 ±1.44 / 38.62 ms │ +1.08x faster │
│ QQuery 20 │    708.34 / 728.83 ±19.25 / 755.78 ms │     712.05 / 718.45 ±4.46 / 723.54 ms │     no change │
│ QQuery 21 │     753.90 / 756.99 ±2.32 / 760.58 ms │    760.73 / 771.11 ±10.29 / 789.80 ms │     no change │
│ QQuery 22 │  1119.54 / 1129.75 ±7.54 / 1142.72 ms │  1127.43 / 1129.93 ±2.16 / 1133.52 ms │     no change │
│ QQuery 23 │ 3077.54 / 3110.76 ±26.00 / 3149.22 ms │ 3051.78 / 3070.93 ±18.75 / 3103.14 ms │     no change │
│ QQuery 24 │      98.48 / 100.78 ±1.68 / 103.55 ms │     100.60 / 104.83 ±3.71 / 111.49 ms │     no change │
│ QQuery 25 │     138.56 / 139.69 ±1.13 / 141.67 ms │     138.77 / 140.68 ±1.27 / 142.16 ms │     no change │
│ QQuery 26 │      98.67 / 102.41 ±2.50 / 105.12 ms │      98.78 / 103.46 ±3.14 / 106.77 ms │     no change │
│ QQuery 27 │     847.89 / 853.74 ±5.83 / 863.91 ms │     853.02 / 858.66 ±2.93 / 860.73 ms │     no change │
│ QQuery 28 │ 3276.37 / 3294.57 ±13.14 / 3310.48 ms │ 3420.53 / 3528.44 ±66.91 / 3606.54 ms │  1.07x slower │
│ QQuery 29 │        49.74 / 55.29 ±5.14 / 62.21 ms │        50.95 / 57.03 ±6.19 / 68.41 ms │     no change │
│ QQuery 30 │     358.30 / 365.84 ±5.05 / 372.61 ms │     352.06 / 356.64 ±3.21 / 362.07 ms │     no change │
│ QQuery 31 │    362.59 / 373.90 ±10.26 / 390.72 ms │    356.00 / 372.15 ±17.94 / 406.26 ms │     no change │
│ QQuery 32 │ 1210.79 / 1247.49 ±29.56 / 1292.81 ms │ 1108.46 / 1176.99 ±50.55 / 1254.51 ms │ +1.06x faster │
│ QQuery 33 │ 1505.47 / 1558.31 ±29.26 / 1585.22 ms │ 1553.82 / 1593.27 ±35.11 / 1636.61 ms │     no change │
│ QQuery 34 │ 1498.13 / 1513.60 ±12.54 / 1528.69 ms │ 1516.59 / 1551.85 ±31.39 / 1594.73 ms │     no change │
│ QQuery 35 │     371.99 / 380.20 ±6.55 / 386.25 ms │     371.31 / 376.08 ±4.72 / 385.12 ms │     no change │
│ QQuery 36 │     118.29 / 120.97 ±1.88 / 123.02 ms │        94.94 / 96.49 ±1.16 / 97.94 ms │ +1.25x faster │
│ QQuery 37 │        47.07 / 47.96 ±0.98 / 49.79 ms │        45.62 / 45.93 ±0.28 / 46.45 ms │     no change │
│ QQuery 38 │        75.12 / 76.25 ±0.82 / 77.22 ms │        76.34 / 77.44 ±1.08 / 78.93 ms │     no change │
│ QQuery 39 │     210.31 / 214.83 ±2.97 / 218.67 ms │     166.97 / 171.25 ±3.35 / 176.30 ms │ +1.25x faster │
│ QQuery 40 │        23.33 / 24.24 ±1.16 / 26.37 ms │        24.51 / 25.20 ±0.48 / 25.86 ms │     no change │
│ QQuery 41 │        20.27 / 20.98 ±0.58 / 22.01 ms │        19.43 / 20.71 ±1.14 / 22.71 ms │     no change │
│ QQuery 42 │        19.68 / 19.93 ±0.27 / 20.41 ms │        19.18 / 20.04 ±0.63 / 20.83 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 22703.81ms │
│ Total Time (early-group-emission)   │ 22889.87ms │
│ Average Time (HEAD)                 │   528.00ms │
│ Average Time (early-group-emission) │   532.32ms │
│ Queries Faster                      │          7 │
│ Queries Slower                      │          4 │
│ Queries with No Change              │         32 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	114.6s
Peak memory	37.5 GiB
Avg memory	27.0 GiB
CPU user	1067.1s
CPU sys	98.0s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	115.3s
Peak memory	34.2 GiB
Avg memory	25.9 GiB
CPU user	1090.3s
CPU sys	78.7s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-13T19:34:35Z

🤖 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 early-group-emission
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                     early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.58 / 7.02 ±0.78 / 8.57 ms │              6.58 / 7.04 ±0.79 / 8.61 ms │     no change │
│ QQuery 2  │        144.42 / 145.00 ±0.46 / 145.50 ms │        143.79 / 145.40 ±0.84 / 146.05 ms │     no change │
│ QQuery 3  │        113.37 / 114.74 ±0.74 / 115.60 ms │        113.15 / 114.40 ±0.98 / 115.85 ms │     no change │
│ QQuery 4  │    1270.53 / 1310.57 ±25.78 / 1339.29 ms │    1287.14 / 1307.68 ±17.91 / 1331.64 ms │     no change │
│ QQuery 5  │        171.71 / 174.48 ±1.83 / 176.62 ms │        172.11 / 174.29 ±1.46 / 176.17 ms │     no change │
│ QQuery 6  │       828.20 / 837.00 ±11.37 / 859.11 ms │       826.49 / 854.23 ±27.44 / 900.51 ms │     no change │
│ QQuery 7  │        342.17 / 343.90 ±2.18 / 348.05 ms │        336.67 / 340.18 ±1.88 / 341.86 ms │     no change │
│ QQuery 8  │        115.22 / 116.24 ±1.06 / 117.61 ms │        115.13 / 116.36 ±0.91 / 117.41 ms │     no change │
│ QQuery 9  │         99.91 / 105.01 ±2.81 / 107.63 ms │        100.85 / 103.20 ±2.61 / 107.24 ms │     no change │
│ QQuery 10 │        106.37 / 107.17 ±1.23 / 109.56 ms │        106.01 / 106.76 ±0.50 / 107.40 ms │     no change │
│ QQuery 11 │       877.49 / 888.44 ±11.18 / 909.70 ms │       886.55 / 902.98 ±12.70 / 923.44 ms │     no change │
│ QQuery 12 │           44.75 / 45.58 ±1.02 / 47.57 ms │           44.04 / 45.98 ±1.62 / 48.47 ms │     no change │
│ QQuery 13 │        391.53 / 397.63 ±3.36 / 401.21 ms │        394.73 / 398.00 ±1.98 / 399.88 ms │     no change │
│ QQuery 14 │      992.57 / 1001.42 ±4.64 / 1006.31 ms │      992.48 / 1000.51 ±5.57 / 1007.69 ms │     no change │
│ QQuery 15 │           15.54 / 15.97 ±0.47 / 16.73 ms │           14.65 / 15.41 ±0.70 / 16.69 ms │     no change │
│ QQuery 16 │              7.08 / 7.47 ±0.42 / 8.22 ms │              7.05 / 7.17 ±0.10 / 7.27 ms │     no change │
│ QQuery 17 │        225.25 / 227.03 ±1.17 / 228.53 ms │        225.09 / 227.02 ±1.77 / 229.69 ms │     no change │
│ QQuery 18 │        125.87 / 126.77 ±0.68 / 127.64 ms │        125.52 / 127.13 ±1.26 / 129.35 ms │     no change │
│ QQuery 19 │        153.96 / 155.21 ±0.96 / 156.48 ms │        153.42 / 155.54 ±1.30 / 156.82 ms │     no change │
│ QQuery 20 │           13.45 / 13.99 ±0.29 / 14.28 ms │           13.88 / 14.25 ±0.30 / 14.76 ms │     no change │
│ QQuery 21 │           19.20 / 19.58 ±0.25 / 19.89 ms │           19.34 / 19.70 ±0.33 / 20.12 ms │     no change │
│ QQuery 22 │        479.09 / 480.13 ±1.32 / 482.68 ms │        482.56 / 484.88 ±2.17 / 488.55 ms │     no change │
│ QQuery 23 │       852.42 / 864.47 ±10.97 / 878.65 ms │        847.03 / 858.13 ±9.27 / 869.69 ms │     no change │
│ QQuery 24 │        377.52 / 380.01 ±2.59 / 384.75 ms │        374.53 / 378.36 ±4.08 / 386.27 ms │     no change │
│ QQuery 25 │        336.70 / 337.96 ±0.86 / 339.39 ms │        335.98 / 337.72 ±1.58 / 340.49 ms │     no change │
│ QQuery 26 │           80.00 / 82.47 ±2.17 / 86.47 ms │           79.31 / 81.09 ±1.38 / 82.91 ms │     no change │
│ QQuery 27 │              6.70 / 6.91 ±0.17 / 7.22 ms │              6.82 / 7.11 ±0.37 / 7.78 ms │     no change │
│ QQuery 28 │        147.94 / 149.99 ±1.70 / 152.67 ms │        147.53 / 148.52 ±0.86 / 150.13 ms │     no change │
│ QQuery 29 │        277.34 / 278.85 ±1.54 / 280.93 ms │        276.96 / 277.89 ±0.95 / 279.59 ms │     no change │
│ QQuery 30 │           43.12 / 44.85 ±2.06 / 48.83 ms │           43.59 / 44.63 ±0.88 / 46.12 ms │     no change │
│ QQuery 31 │        169.00 / 170.34 ±0.85 / 171.32 ms │        170.14 / 172.31 ±2.24 / 176.13 ms │     no change │
│ QQuery 32 │           55.84 / 58.18 ±1.71 / 60.37 ms │           56.45 / 57.17 ±0.54 / 57.91 ms │     no change │
│ QQuery 33 │        139.21 / 140.76 ±1.52 / 143.08 ms │        140.35 / 142.43 ±1.25 / 144.03 ms │     no change │
│ QQuery 34 │              6.83 / 7.40 ±0.74 / 8.82 ms │              6.93 / 7.31 ±0.47 / 8.20 ms │     no change │
│ QQuery 35 │        107.20 / 109.27 ±1.75 / 112.51 ms │        105.43 / 107.98 ±2.62 / 112.49 ms │     no change │
│ QQuery 36 │              6.72 / 6.97 ±0.18 / 7.27 ms │              6.47 / 6.69 ±0.20 / 6.92 ms │     no change │
│ QQuery 37 │             8.30 / 9.09 ±0.67 / 10.32 ms │             8.12 / 9.11 ±0.70 / 10.08 ms │     no change │
│ QQuery 38 │           86.20 / 88.34 ±2.43 / 92.88 ms │           81.85 / 85.96 ±4.02 / 93.62 ms │     no change │
│ QQuery 39 │        124.11 / 125.05 ±0.87 / 126.68 ms │        123.80 / 125.22 ±1.56 / 128.24 ms │     no change │
│ QQuery 40 │        110.53 / 115.19 ±5.90 / 126.70 ms │        104.81 / 111.89 ±6.18 / 122.86 ms │     no change │
│ QQuery 41 │           14.02 / 14.77 ±0.71 / 15.98 ms │           14.11 / 15.10 ±0.82 / 16.01 ms │     no change │
│ QQuery 42 │        108.06 / 110.03 ±2.65 / 114.84 ms │        107.85 / 109.68 ±1.08 / 110.69 ms │     no change │
│ QQuery 43 │              5.91 / 6.00 ±0.10 / 6.19 ms │              5.87 / 6.06 ±0.19 / 6.40 ms │     no change │
│ QQuery 44 │           11.47 / 11.86 ±0.54 / 12.94 ms │           11.41 / 11.64 ±0.12 / 11.77 ms │     no change │
│ QQuery 45 │           49.99 / 50.78 ±0.81 / 52.26 ms │           49.27 / 50.31 ±1.09 / 52.12 ms │     no change │
│ QQuery 46 │              8.40 / 8.59 ±0.14 / 8.74 ms │             8.19 / 8.95 ±1.02 / 10.88 ms │     no change │
│ QQuery 47 │        686.62 / 692.04 ±3.28 / 696.88 ms │        624.22 / 629.84 ±4.02 / 634.83 ms │ +1.10x faster │
│ QQuery 48 │        289.11 / 292.36 ±3.19 / 297.00 ms │        281.54 / 289.13 ±5.57 / 298.52 ms │     no change │
│ QQuery 49 │        250.34 / 253.48 ±2.17 / 256.41 ms │        250.45 / 252.21 ±1.28 / 253.80 ms │     no change │
│ QQuery 50 │        216.27 / 225.28 ±6.16 / 233.17 ms │        218.15 / 221.26 ±3.22 / 226.69 ms │     no change │
│ QQuery 51 │        177.07 / 180.28 ±2.32 / 183.55 ms │        178.15 / 182.02 ±2.91 / 186.60 ms │     no change │
│ QQuery 52 │        106.89 / 108.60 ±1.09 / 110.29 ms │        107.47 / 108.00 ±0.41 / 108.67 ms │     no change │
│ QQuery 53 │        101.28 / 101.95 ±0.44 / 102.51 ms │        102.19 / 102.84 ±0.52 / 103.69 ms │     no change │
│ QQuery 54 │        144.93 / 146.15 ±1.12 / 148.06 ms │        142.42 / 146.22 ±2.05 / 148.21 ms │     no change │
│ QQuery 55 │        106.02 / 107.49 ±1.18 / 109.00 ms │        106.51 / 108.13 ±1.21 / 109.47 ms │     no change │
│ QQuery 56 │        140.90 / 142.11 ±0.78 / 143.03 ms │        140.51 / 141.75 ±1.37 / 144.18 ms │     no change │
│ QQuery 57 │        170.23 / 172.54 ±1.55 / 174.40 ms │        173.18 / 174.85 ±2.21 / 179.00 ms │     no change │
│ QQuery 58 │        289.32 / 294.33 ±3.16 / 299.16 ms │        285.79 / 296.54 ±6.49 / 302.28 ms │     no change │
│ QQuery 59 │        200.10 / 202.47 ±2.66 / 207.65 ms │        195.48 / 198.11 ±1.94 / 200.46 ms │     no change │
│ QQuery 60 │        143.56 / 144.87 ±1.25 / 146.80 ms │        141.29 / 144.07 ±1.73 / 146.21 ms │     no change │
│ QQuery 61 │           13.01 / 13.22 ±0.23 / 13.65 ms │           12.81 / 12.97 ±0.24 / 13.43 ms │     no change │
│ QQuery 62 │      890.56 / 942.79 ±47.17 / 1001.22 ms │      915.02 / 946.40 ±36.41 / 1006.36 ms │     no change │
│ QQuery 63 │        104.87 / 105.48 ±0.38 / 105.89 ms │        103.00 / 104.56 ±1.03 / 105.88 ms │     no change │
│ QQuery 64 │        680.68 / 687.62 ±4.27 / 692.20 ms │        671.02 / 676.39 ±4.47 / 683.50 ms │     no change │
│ QQuery 65 │        246.90 / 249.25 ±1.33 / 250.68 ms │        244.62 / 250.82 ±5.52 / 260.00 ms │     no change │
│ QQuery 66 │        238.55 / 253.09 ±7.83 / 260.18 ms │       238.43 / 257.94 ±15.75 / 284.86 ms │     no change │
│ QQuery 67 │        305.36 / 309.83 ±4.00 / 317.19 ms │        309.20 / 316.05 ±5.75 / 325.31 ms │     no change │
│ QQuery 68 │            9.07 / 10.53 ±0.99 / 12.04 ms │            8.77 / 11.35 ±1.72 / 13.81 ms │  1.08x slower │
│ QQuery 69 │        102.10 / 103.97 ±1.46 / 106.17 ms │        103.75 / 105.20 ±1.10 / 107.17 ms │     no change │
│ QQuery 70 │       333.33 / 346.68 ±13.24 / 371.65 ms │       330.17 / 345.93 ±11.65 / 365.97 ms │     no change │
│ QQuery 71 │        133.59 / 134.97 ±1.57 / 137.87 ms │        134.79 / 137.35 ±1.63 / 139.60 ms │     no change │
│ QQuery 72 │        609.16 / 615.00 ±4.45 / 619.36 ms │        601.91 / 617.69 ±9.51 / 628.07 ms │     no change │
│ QQuery 73 │              6.70 / 7.87 ±0.96 / 9.43 ms │             7.64 / 9.04 ±1.82 / 12.50 ms │  1.15x slower │
│ QQuery 74 │        547.93 / 553.45 ±3.94 / 558.97 ms │        549.16 / 551.64 ±2.80 / 555.64 ms │     no change │
│ QQuery 75 │        273.45 / 276.46 ±2.16 / 279.75 ms │        273.59 / 276.14 ±2.24 / 279.44 ms │     no change │
│ QQuery 76 │        131.18 / 133.67 ±1.63 / 136.31 ms │        129.46 / 130.41 ±0.76 / 131.69 ms │     no change │
│ QQuery 77 │        187.03 / 188.45 ±1.33 / 190.41 ms │        188.74 / 190.30 ±1.61 / 193.17 ms │     no change │
│ QQuery 78 │        334.22 / 338.85 ±3.44 / 344.37 ms │        337.80 / 339.62 ±1.19 / 340.96 ms │     no change │
│ QQuery 79 │        229.45 / 231.91 ±1.80 / 234.88 ms │        229.80 / 231.66 ±1.58 / 233.87 ms │     no change │
│ QQuery 80 │        318.94 / 323.07 ±3.49 / 327.85 ms │        319.71 / 321.80 ±1.71 / 324.63 ms │     no change │
│ QQuery 81 │           25.56 / 26.81 ±1.20 / 28.56 ms │           25.47 / 26.56 ±0.71 / 27.52 ms │     no change │
│ QQuery 82 │        200.08 / 200.78 ±0.45 / 201.29 ms │        198.62 / 201.63 ±2.05 / 204.37 ms │     no change │
│ QQuery 83 │           38.14 / 39.08 ±0.89 / 40.67 ms │           38.04 / 39.40 ±0.98 / 40.44 ms │     no change │
│ QQuery 84 │           47.69 / 48.76 ±0.61 / 49.39 ms │           48.01 / 49.15 ±1.03 / 50.87 ms │     no change │
│ QQuery 85 │        146.78 / 148.09 ±1.26 / 150.05 ms │        145.28 / 147.01 ±1.69 / 150.22 ms │     no change │
│ QQuery 86 │           38.33 / 39.20 ±0.60 / 40.21 ms │           38.42 / 39.71 ±0.98 / 40.98 ms │     no change │
│ QQuery 87 │           86.24 / 89.51 ±2.73 / 93.18 ms │           85.22 / 88.36 ±2.46 / 91.54 ms │     no change │
│ QQuery 88 │        100.97 / 102.03 ±0.68 / 102.70 ms │         99.47 / 100.53 ±1.37 / 103.18 ms │     no change │
│ QQuery 89 │        119.24 / 120.12 ±0.70 / 120.99 ms │        117.28 / 118.28 ±0.75 / 119.42 ms │     no change │
│ QQuery 90 │           23.79 / 24.56 ±0.63 / 25.31 ms │           23.18 / 23.81 ±0.62 / 24.99 ms │     no change │
│ QQuery 91 │           63.50 / 64.66 ±1.12 / 66.80 ms │           64.13 / 65.38 ±1.27 / 67.69 ms │     no change │
│ QQuery 92 │           55.76 / 58.18 ±1.50 / 60.42 ms │           57.24 / 58.06 ±0.76 / 59.32 ms │     no change │
│ QQuery 93 │        183.08 / 185.92 ±1.63 / 187.69 ms │        181.74 / 184.63 ±1.75 / 186.16 ms │     no change │
│ QQuery 94 │           61.16 / 61.66 ±0.70 / 63.06 ms │           59.55 / 60.95 ±1.05 / 62.16 ms │     no change │
│ QQuery 95 │        127.01 / 128.28 ±1.18 / 129.70 ms │        125.10 / 126.97 ±1.72 / 129.06 ms │     no change │
│ QQuery 96 │           73.20 / 74.10 ±0.63 / 74.80 ms │           71.12 / 73.89 ±1.55 / 75.31 ms │     no change │
│ QQuery 97 │        123.09 / 125.24 ±1.68 / 127.80 ms │        125.79 / 128.44 ±1.79 / 130.76 ms │     no change │
│ QQuery 98 │        151.50 / 153.95 ±1.67 / 155.91 ms │        153.39 / 154.93 ±0.85 / 155.84 ms │     no change │
│ QQuery 99 │ 10695.33 / 10744.26 ±25.98 / 10766.07 ms │ 10723.67 / 10753.20 ±29.57 / 10805.54 ms │     no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 31143.82ms │
│ Total Time (early-group-emission)   │ 31098.46ms │
│ Average Time (HEAD)                 │   314.58ms │
│ Average Time (early-group-emission) │   314.13ms │
│ 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	156.0s
Peak memory	5.2 GiB
Avg memory	4.5 GiB
CPU user	257.5s
CPU sys	16.6s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	155.8s
Peak memory	5.3 GiB
Avg memory	4.4 GiB
CPU user	257.0s
CPU sys	16.7s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-13T19:39:11Z

🤖 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 early-group-emission
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                   HEAD ┃                  early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │           1.35 / 4.79 ±6.63 / 18.04 ms │          1.19 / 4.45 ±6.37 / 17.19 ms │ +1.08x faster │
│ QQuery 1  │         14.91 / 15.39 ±0.30 / 15.77 ms │        14.42 / 14.89 ±0.49 / 15.83 ms │     no change │
│ QQuery 2  │         45.87 / 46.13 ±0.23 / 46.46 ms │        44.04 / 44.54 ±0.26 / 44.75 ms │     no change │
│ QQuery 3  │         45.72 / 47.66 ±1.36 / 49.32 ms │        43.24 / 44.68 ±1.05 / 46.42 ms │ +1.07x faster │
│ QQuery 4  │      326.18 / 329.96 ±2.81 / 333.23 ms │    287.43 / 308.28 ±21.45 / 341.67 ms │ +1.07x faster │
│ QQuery 5  │      365.93 / 378.64 ±9.77 / 390.07 ms │    744.24 / 816.41 ±73.08 / 907.24 ms │  2.16x slower │
│ QQuery 6  │            5.06 / 6.15 ±1.29 / 8.63 ms │           5.78 / 6.89 ±1.04 / 8.80 ms │  1.12x slower │
│ QQuery 7  │         17.82 / 18.25 ±0.45 / 18.97 ms │        18.15 / 20.53 ±2.29 / 24.37 ms │  1.13x slower │
│ QQuery 8  │     406.77 / 418.08 ±17.32 / 452.41 ms │     444.99 / 462.64 ±9.42 / 471.12 ms │  1.11x slower │
│ QQuery 9  │     626.42 / 649.98 ±20.65 / 688.21 ms │     439.34 / 446.77 ±7.29 / 459.78 ms │ +1.45x faster │
│ QQuery 10 │       98.32 / 100.24 ±2.69 / 105.58 ms │        88.12 / 89.14 ±0.64 / 90.02 ms │ +1.12x faster │
│ QQuery 11 │      110.86 / 111.60 ±0.61 / 112.53 ms │      99.37 / 103.84 ±2.67 / 106.82 ms │ +1.07x faster │
│ QQuery 12 │      383.74 / 388.48 ±3.56 / 394.12 ms │    302.76 / 314.41 ±19.41 / 353.11 ms │ +1.24x faster │
│ QQuery 13 │     464.59 / 509.19 ±29.63 / 537.01 ms │    496.81 / 515.32 ±11.47 / 527.32 ms │     no change │
│ QQuery 14 │     350.35 / 364.48 ±10.59 / 375.52 ms │     351.48 / 358.30 ±8.12 / 373.25 ms │     no change │
│ QQuery 15 │     343.49 / 357.96 ±11.43 / 375.12 ms │    375.83 / 404.40 ±23.03 / 435.69 ms │  1.13x slower │
│ QQuery 16 │     719.50 / 760.99 ±31.46 / 800.46 ms │    696.01 / 725.07 ±18.59 / 753.83 ms │     no change │
│ QQuery 17 │     757.16 / 781.81 ±14.13 / 800.38 ms │     763.01 / 771.88 ±6.63 / 780.08 ms │     no change │
│ QQuery 18 │  1363.91 / 1426.81 ±43.91 / 1484.29 ms │ 1071.81 / 1095.71 ±21.06 / 1126.27 ms │ +1.30x faster │
│ QQuery 19 │       34.71 / 75.44 ±76.16 / 227.69 ms │        35.20 / 36.25 ±1.63 / 39.50 ms │ +2.08x faster │
│ QQuery 20 │     720.57 / 746.46 ±32.45 / 810.29 ms │     709.92 / 715.09 ±6.54 / 727.89 ms │     no change │
│ QQuery 21 │      785.42 / 790.46 ±3.98 / 796.56 ms │     769.39 / 778.92 ±7.34 / 791.09 ms │     no change │
│ QQuery 22 │   1126.84 / 1132.37 ±8.87 / 1149.96 ms │ 1124.07 / 1155.00 ±25.78 / 1186.86 ms │     no change │
│ QQuery 23 │  3087.58 / 3146.18 ±72.50 / 3288.68 ms │ 3052.37 / 3103.53 ±77.97 / 3258.49 ms │     no change │
│ QQuery 24 │      108.03 / 109.82 ±1.53 / 112.56 ms │     108.99 / 111.39 ±2.40 / 114.86 ms │     no change │
│ QQuery 25 │      143.71 / 146.16 ±1.30 / 147.31 ms │     142.10 / 145.11 ±2.10 / 148.57 ms │     no change │
│ QQuery 26 │      106.01 / 108.76 ±2.82 / 113.63 ms │     107.74 / 110.35 ±2.52 / 114.44 ms │     no change │
│ QQuery 27 │     850.21 / 862.46 ±15.74 / 893.23 ms │    846.33 / 860.77 ±14.73 / 887.13 ms │     no change │
│ QQuery 28 │  3286.94 / 3378.21 ±50.28 / 3418.40 ms │ 3425.02 / 3554.94 ±73.86 / 3630.23 ms │  1.05x slower │
│ QQuery 29 │         50.91 / 55.49 ±4.76 / 63.98 ms │        51.90 / 57.69 ±6.87 / 70.18 ms │     no change │
│ QQuery 30 │      363.07 / 369.34 ±5.75 / 377.46 ms │    354.41 / 374.62 ±18.83 / 408.27 ms │     no change │
│ QQuery 31 │      361.63 / 377.83 ±9.67 / 386.06 ms │    364.83 / 381.23 ±13.72 / 400.09 ms │     no change │
│ QQuery 32 │  1208.39 / 1256.99 ±42.94 / 1309.45 ms │  1034.98 / 1043.61 ±6.87 / 1053.91 ms │ +1.20x faster │
│ QQuery 33 │ 1456.56 / 1681.09 ±121.85 / 1786.67 ms │ 1526.56 / 1625.12 ±77.84 / 1702.06 ms │     no change │
│ QQuery 34 │   1443.36 / 1450.91 ±6.87 / 1459.17 ms │ 1487.41 / 1543.74 ±50.46 / 1636.60 ms │  1.06x slower │
│ QQuery 35 │      375.87 / 382.75 ±5.07 / 390.90 ms │     356.94 / 368.45 ±8.83 / 379.08 ms │     no change │
│ QQuery 36 │      118.54 / 120.59 ±1.28 / 121.75 ms │        93.54 / 97.19 ±2.45 / 99.59 ms │ +1.24x faster │
│ QQuery 37 │         48.83 / 50.50 ±1.26 / 52.14 ms │        45.24 / 46.06 ±0.86 / 47.62 ms │ +1.10x faster │
│ QQuery 38 │         73.42 / 75.30 ±1.46 / 76.74 ms │        74.35 / 75.14 ±0.74 / 76.37 ms │     no change │
│ QQuery 39 │     202.90 / 215.56 ±10.84 / 234.49 ms │     165.49 / 169.44 ±3.17 / 173.17 ms │ +1.27x faster │
│ QQuery 40 │         23.81 / 25.52 ±0.89 / 26.38 ms │        22.42 / 24.81 ±1.99 / 27.87 ms │     no change │
│ QQuery 41 │         19.19 / 20.07 ±0.65 / 21.06 ms │        19.01 / 21.31 ±2.20 / 25.49 ms │  1.06x slower │
│ QQuery 42 │         19.03 / 19.59 ±0.30 / 19.93 ms │        18.82 / 19.38 ±0.37 / 19.77 ms │     no change │
└───────────┴────────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 23314.42ms │
│ Total Time (early-group-emission)   │ 22967.24ms │
│ Average Time (HEAD)                 │   542.20ms │
│ Average Time (early-group-emission) │   534.12ms │
│ Queries Faster                      │         13 │
│ Queries Slower                      │          8 │
│ Queries with No Change              │         22 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	117.7s
Peak memory	41.9 GiB
Avg memory	29.2 GiB
CPU user	1096.8s
CPU sys	100.1s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	115.8s
Peak memory	40.0 GiB
Avg memory	30.8 GiB
CPU user	1118.6s
CPU sys	68.3s
Peak spill	0 B

File an issue against this benchmark runner

Replace the two-strategy approach (overflow passthrough for non-distinct, emit+reset for distinct) with a single emit+reset strategy for all partial aggregation cases. When the hash table exceeds the size limit, emit all accumulated state and reset the table. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

Dandandan · 2026-04-14T05:31:20Z

run benchmarks

adriangbot · 2026-04-14T05:34:03Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4241497116-1187-2pfcx 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 early-group-emission (2ca217f) to 0143dfe (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-14T05:34:04Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4241497116-1188-2fkrs 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 early-group-emission (2ca217f) to 0143dfe (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-14T05:34:26Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4241497116-1189-vpb5q 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 early-group-emission (2ca217f) to 0143dfe (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-14T05:35:28Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4241504219-1192-tzbzd 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 early-group-emission (2ca217f) to 0143dfe (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-14T05:35:31Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4241504219-1191-fpwcr 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 early-group-emission (2ca217f) to 0143dfe (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-14T05:35:40Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4241504219-1190-hjzcv 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 early-group-emission (2ca217f) to 0143dfe (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-14T05:50:34Z

🤖 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 early-group-emission
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                  early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.21 / 4.41 ±6.30 / 17.01 ms │          1.20 / 4.38 ±6.28 / 16.93 ms │     no change │
│ QQuery 1  │        14.40 / 14.74 ±0.27 / 15.04 ms │        14.04 / 14.34 ±0.26 / 14.69 ms │     no change │
│ QQuery 2  │        44.26 / 44.69 ±0.26 / 44.99 ms │        43.73 / 43.97 ±0.15 / 44.13 ms │     no change │
│ QQuery 3  │        43.35 / 45.17 ±1.33 / 46.94 ms │        42.07 / 47.37 ±2.99 / 49.68 ms │     no change │
│ QQuery 4  │     282.12 / 291.21 ±7.12 / 303.58 ms │     308.75 / 315.95 ±5.79 / 325.78 ms │  1.08x slower │
│ QQuery 5  │     339.99 / 347.28 ±5.38 / 354.08 ms │     356.74 / 363.00 ±4.79 / 371.14 ms │     no change │
│ QQuery 6  │           5.83 / 7.25 ±0.95 / 8.50 ms │           5.62 / 6.33 ±0.40 / 6.84 ms │ +1.15x faster │
│ QQuery 7  │        16.93 / 17.63 ±0.96 / 19.51 ms │        16.91 / 17.80 ±0.76 / 18.76 ms │     no change │
│ QQuery 8  │    403.34 / 424.64 ±16.64 / 452.22 ms │    416.50 / 433.75 ±12.88 / 453.25 ms │     no change │
│ QQuery 9  │     629.83 / 643.98 ±9.67 / 655.84 ms │     440.63 / 447.85 ±8.05 / 462.77 ms │ +1.44x faster │
│ QQuery 10 │       94.14 / 96.17 ±2.30 / 100.46 ms │        92.01 / 94.20 ±2.22 / 97.58 ms │     no change │
│ QQuery 11 │     106.64 / 107.28 ±0.63 / 108.43 ms │     102.41 / 106.36 ±2.37 / 109.72 ms │     no change │
│ QQuery 12 │     335.55 / 340.93 ±4.04 / 346.82 ms │     339.07 / 347.98 ±9.40 / 361.86 ms │     no change │
│ QQuery 13 │     448.50 / 456.64 ±7.46 / 467.49 ms │    538.15 / 558.53 ±11.85 / 575.05 ms │  1.22x slower │
│ QQuery 14 │     336.29 / 345.40 ±5.40 / 351.57 ms │     354.66 / 362.51 ±5.37 / 369.48 ms │     no change │
│ QQuery 15 │    351.30 / 364.66 ±15.35 / 390.74 ms │    335.49 / 348.72 ±10.77 / 361.84 ms │     no change │
│ QQuery 16 │    726.59 / 744.70 ±22.05 / 786.31 ms │    678.82 / 707.99 ±26.13 / 750.14 ms │     no change │
│ QQuery 17 │     703.60 / 706.03 ±2.61 / 710.03 ms │    708.77 / 728.01 ±18.09 / 753.04 ms │     no change │
│ QQuery 18 │ 1403.07 / 1475.83 ±42.91 / 1521.75 ms │ 1251.59 / 1289.47 ±57.09 / 1402.71 ms │ +1.14x faster │
│ QQuery 19 │        35.79 / 40.63 ±8.40 / 57.41 ms │        34.89 / 36.25 ±1.22 / 38.54 ms │ +1.12x faster │
│ QQuery 20 │    722.77 / 738.50 ±17.20 / 764.80 ms │     718.53 / 720.68 ±1.92 / 723.36 ms │     no change │
│ QQuery 21 │    768.05 / 777.55 ±10.75 / 798.17 ms │    763.01 / 779.35 ±14.40 / 797.06 ms │     no change │
│ QQuery 22 │ 1131.44 / 1145.97 ±16.17 / 1168.88 ms │  1133.17 / 1139.77 ±8.62 / 1156.28 ms │     no change │
│ QQuery 23 │ 3096.34 / 3109.83 ±10.33 / 3121.56 ms │ 3052.61 / 3079.63 ±24.47 / 3112.28 ms │     no change │
│ QQuery 24 │      98.38 / 102.48 ±3.73 / 109.03 ms │     100.46 / 102.99 ±1.45 / 104.49 ms │     no change │
│ QQuery 25 │     138.08 / 139.27 ±1.00 / 140.45 ms │     138.82 / 140.09 ±1.36 / 141.87 ms │     no change │
│ QQuery 26 │     101.29 / 102.81 ±0.91 / 104.06 ms │      96.92 / 100.08 ±1.80 / 101.78 ms │     no change │
│ QQuery 27 │     845.41 / 851.11 ±6.55 / 863.79 ms │     850.50 / 853.98 ±2.91 / 859.12 ms │     no change │
│ QQuery 28 │ 3270.48 / 3294.10 ±14.93 / 3311.44 ms │ 3249.86 / 3335.10 ±90.10 / 3472.42 ms │     no change │
│ QQuery 29 │        50.37 / 55.58 ±4.25 / 63.06 ms │        49.71 / 53.74 ±3.07 / 59.20 ms │     no change │
│ QQuery 30 │     360.85 / 365.03 ±3.67 / 371.84 ms │    357.16 / 372.67 ±14.31 / 398.42 ms │     no change │
│ QQuery 31 │     367.64 / 373.93 ±8.17 / 389.44 ms │    415.42 / 427.51 ±15.16 / 456.65 ms │  1.14x slower │
│ QQuery 32 │ 1025.40 / 1047.51 ±23.89 / 1088.55 ms │ 1551.92 / 1578.87 ±31.15 / 1635.42 ms │  1.51x slower │
│ QQuery 33 │  1443.98 / 1450.01 ±5.49 / 1459.33 ms │ 1483.43 / 1533.45 ±31.99 / 1577.05 ms │  1.06x slower │
│ QQuery 34 │ 1430.31 / 1447.66 ±18.79 / 1475.39 ms │ 1448.01 / 1526.00 ±53.70 / 1601.98 ms │  1.05x slower │
│ QQuery 35 │     379.91 / 386.12 ±7.44 / 400.62 ms │     326.93 / 336.41 ±8.34 / 346.17 ms │ +1.15x faster │
│ QQuery 36 │     114.03 / 119.72 ±2.91 / 122.10 ms │     112.71 / 115.88 ±1.63 / 117.18 ms │     no change │
│ QQuery 37 │        46.61 / 48.73 ±1.62 / 50.49 ms │        47.71 / 48.56 ±0.86 / 49.96 ms │     no change │
│ QQuery 38 │        74.13 / 76.50 ±1.94 / 79.20 ms │        73.92 / 76.98 ±2.71 / 81.44 ms │     no change │
│ QQuery 39 │     209.09 / 215.32 ±5.39 / 222.42 ms │     192.77 / 199.23 ±4.41 / 206.14 ms │ +1.08x faster │
│ QQuery 40 │        22.29 / 24.98 ±1.99 / 28.45 ms │        22.48 / 25.23 ±1.83 / 27.66 ms │     no change │
│ QQuery 41 │        19.54 / 20.73 ±1.44 / 23.46 ms │        20.29 / 20.83 ±0.61 / 21.73 ms │     no change │
│ QQuery 42 │        18.90 / 19.30 ±0.33 / 19.90 ms │        19.27 / 19.89 ±0.85 / 21.51 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 22432.00ms │
│ Total Time (early-group-emission)   │ 22861.66ms │
│ Average Time (HEAD)                 │   521.67ms │
│ Average Time (early-group-emission) │   531.67ms │
│ Queries Faster                      │          6 │
│ Queries Slower                      │          6 │
│ Queries with No Change              │         31 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	113.3s
Peak memory	40.9 GiB
Avg memory	29.7 GiB
CPU user	1067.9s
CPU sys	84.9s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	115.2s
Peak memory	37.0 GiB
Avg memory	27.6 GiB
CPU user	1051.6s
CPU sys	87.3s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-14T05:50:49Z

🤖 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 early-group-emission
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                      early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.54 / 7.02 ±0.79 / 8.57 ms │               6.62 / 7.04 ±0.76 / 8.56 ms │     no change │
│ QQuery 2  │        144.88 / 146.53 ±1.42 / 148.81 ms │         144.40 / 145.87 ±0.75 / 146.46 ms │     no change │
│ QQuery 3  │        113.07 / 113.76 ±0.47 / 114.51 ms │         112.71 / 113.20 ±0.44 / 113.84 ms │     no change │
│ QQuery 4  │    1333.19 / 1360.60 ±16.98 / 1386.39 ms │     1322.81 / 1337.75 ±11.11 / 1352.53 ms │     no change │
│ QQuery 5  │        172.22 / 174.08 ±1.69 / 176.23 ms │         171.88 / 173.08 ±0.83 / 174.21 ms │     no change │
│ QQuery 6  │       844.70 / 881.66 ±26.21 / 909.99 ms │        813.90 / 830.45 ±10.33 / 840.46 ms │ +1.06x faster │
│ QQuery 7  │        341.37 / 347.40 ±6.51 / 359.95 ms │         338.15 / 341.30 ±1.73 / 342.85 ms │     no change │
│ QQuery 8  │        114.34 / 116.38 ±1.44 / 117.66 ms │         117.09 / 117.68 ±0.43 / 118.23 ms │     no change │
│ QQuery 9  │        101.92 / 107.41 ±3.89 / 113.91 ms │         105.97 / 110.05 ±4.18 / 116.01 ms │     no change │
│ QQuery 10 │        107.75 / 108.13 ±0.49 / 109.02 ms │         105.42 / 106.41 ±0.87 / 107.78 ms │     no change │
│ QQuery 11 │       929.54 / 943.25 ±10.64 / 958.60 ms │        924.24 / 942.77 ±19.56 / 971.69 ms │     no change │
│ QQuery 12 │           44.39 / 46.63 ±1.85 / 49.81 ms │            45.25 / 46.47 ±0.79 / 47.25 ms │     no change │
│ QQuery 13 │        398.16 / 402.72 ±3.69 / 408.52 ms │         394.63 / 399.69 ±3.85 / 406.48 ms │     no change │
│ QQuery 14 │     1006.37 / 1013.45 ±5.08 / 1020.29 ms │        988.78 / 998.33 ±8.49 / 1014.10 ms │     no change │
│ QQuery 15 │           15.36 / 16.21 ±0.56 / 17.12 ms │            15.46 / 16.52 ±1.13 / 18.65 ms │     no change │
│ QQuery 16 │              7.07 / 7.63 ±0.54 / 8.57 ms │               7.13 / 7.97 ±0.82 / 9.27 ms │     no change │
│ QQuery 17 │        224.38 / 226.91 ±1.89 / 229.59 ms │         226.31 / 228.31 ±1.51 / 230.31 ms │     no change │
│ QQuery 18 │        126.71 / 128.27 ±1.08 / 129.56 ms │         127.19 / 127.93 ±0.48 / 128.65 ms │     no change │
│ QQuery 19 │        154.67 / 156.83 ±1.79 / 159.18 ms │         155.39 / 157.36 ±2.25 / 161.62 ms │     no change │
│ QQuery 20 │           14.27 / 14.72 ±0.40 / 15.34 ms │            13.98 / 14.35 ±0.37 / 14.88 ms │     no change │
│ QQuery 21 │           19.75 / 20.08 ±0.18 / 20.27 ms │            19.35 / 19.84 ±0.38 / 20.32 ms │     no change │
│ QQuery 22 │        481.49 / 484.45 ±3.57 / 491.02 ms │      1149.50 / 1155.26 ±6.50 / 1165.43 ms │  2.38x slower │
│ QQuery 23 │       863.16 / 880.97 ±13.84 / 900.47 ms │         945.98 / 961.52 ±8.19 / 968.39 ms │  1.09x slower │
│ QQuery 24 │        377.66 / 379.55 ±1.71 / 382.22 ms │         377.87 / 381.45 ±2.86 / 385.93 ms │     no change │
│ QQuery 25 │        338.11 / 338.79 ±0.59 / 339.77 ms │         335.22 / 339.91 ±3.19 / 345.08 ms │     no change │
│ QQuery 26 │           81.31 / 82.51 ±1.25 / 84.71 ms │            80.19 / 82.28 ±1.46 / 83.91 ms │     no change │
│ QQuery 27 │              6.68 / 6.87 ±0.17 / 7.15 ms │               6.78 / 7.00 ±0.18 / 7.21 ms │     no change │
│ QQuery 28 │        147.69 / 149.46 ±1.59 / 152.29 ms │         147.80 / 149.16 ±1.69 / 152.16 ms │     no change │
│ QQuery 29 │        278.28 / 279.12 ±0.79 / 280.47 ms │         278.51 / 282.53 ±2.91 / 286.58 ms │     no change │
│ QQuery 30 │           42.09 / 44.78 ±2.43 / 48.21 ms │            44.46 / 46.24 ±1.69 / 49.41 ms │     no change │
│ QQuery 31 │        168.39 / 170.87 ±1.62 / 173.31 ms │         170.95 / 171.94 ±0.90 / 173.33 ms │     no change │
│ QQuery 32 │           56.98 / 57.70 ±0.70 / 58.96 ms │            57.48 / 58.30 ±0.92 / 59.63 ms │     no change │
│ QQuery 33 │        138.86 / 140.67 ±1.54 / 142.64 ms │         140.28 / 141.65 ±1.07 / 143.57 ms │     no change │
│ QQuery 34 │              6.81 / 7.23 ±0.51 / 8.09 ms │               6.74 / 7.05 ±0.26 / 7.53 ms │     no change │
│ QQuery 35 │        108.21 / 109.92 ±1.52 / 112.32 ms │         105.18 / 107.67 ±1.88 / 110.25 ms │     no change │
│ QQuery 36 │              6.48 / 7.20 ±0.68 / 8.46 ms │               6.38 / 6.66 ±0.25 / 7.14 ms │ +1.08x faster │
│ QQuery 37 │              8.20 / 8.69 ±0.27 / 8.99 ms │               8.68 / 9.20 ±0.51 / 9.84 ms │  1.06x slower │
│ QQuery 38 │           82.79 / 86.00 ±3.55 / 92.76 ms │            84.98 / 87.29 ±1.65 / 89.57 ms │     no change │
│ QQuery 39 │        124.23 / 125.61 ±1.36 / 128.17 ms │         127.81 / 129.49 ±1.48 / 131.73 ms │     no change │
│ QQuery 40 │        108.99 / 113.83 ±6.14 / 125.95 ms │         113.37 / 116.32 ±2.56 / 120.70 ms │     no change │
│ QQuery 41 │           14.39 / 15.16 ±0.76 / 16.53 ms │            14.26 / 14.69 ±0.50 / 15.65 ms │     no change │
│ QQuery 42 │        108.74 / 109.66 ±0.81 / 110.90 ms │         108.90 / 109.59 ±0.58 / 110.57 ms │     no change │
│ QQuery 43 │              5.91 / 6.05 ±0.12 / 6.28 ms │               6.04 / 6.27 ±0.28 / 6.71 ms │     no change │
│ QQuery 44 │           11.40 / 11.58 ±0.16 / 11.85 ms │            11.37 / 11.99 ±0.82 / 13.59 ms │     no change │
│ QQuery 45 │           51.38 / 52.04 ±0.39 / 52.53 ms │            49.76 / 51.47 ±1.03 / 52.93 ms │     no change │
│ QQuery 46 │              8.33 / 8.69 ±0.30 / 9.04 ms │               8.45 / 8.58 ±0.18 / 8.93 ms │     no change │
│ QQuery 47 │        712.10 / 713.32 ±1.01 / 715.09 ms │        703.49 / 730.37 ±42.44 / 814.98 ms │     no change │
│ QQuery 48 │        285.62 / 290.33 ±2.99 / 294.36 ms │         283.42 / 290.60 ±3.84 / 294.95 ms │     no change │
│ QQuery 49 │        248.96 / 251.86 ±2.21 / 254.94 ms │         249.32 / 252.77 ±2.40 / 255.93 ms │     no change │
│ QQuery 50 │        215.38 / 222.13 ±3.57 / 225.49 ms │         220.02 / 223.66 ±2.82 / 228.04 ms │     no change │
│ QQuery 51 │        180.98 / 181.95 ±0.87 / 183.38 ms │         199.16 / 200.77 ±1.22 / 202.38 ms │  1.10x slower │
│ QQuery 52 │        106.77 / 107.50 ±0.56 / 108.08 ms │         106.79 / 108.36 ±1.01 / 109.72 ms │     no change │
│ QQuery 53 │        101.51 / 102.09 ±0.41 / 102.63 ms │         102.03 / 103.16 ±0.94 / 104.59 ms │     no change │
│ QQuery 54 │        144.96 / 147.62 ±1.65 / 149.36 ms │         144.86 / 146.51 ±1.00 / 147.70 ms │     no change │
│ QQuery 55 │        107.64 / 108.46 ±0.79 / 109.53 ms │         106.42 / 107.54 ±1.14 / 109.56 ms │     no change │
│ QQuery 56 │        142.14 / 144.17 ±1.91 / 146.67 ms │         139.55 / 140.41 ±0.68 / 141.38 ms │     no change │
│ QQuery 57 │        173.45 / 175.24 ±2.34 / 179.76 ms │         173.06 / 175.01 ±1.95 / 178.66 ms │     no change │
│ QQuery 58 │        300.66 / 309.39 ±6.96 / 318.25 ms │         283.01 / 292.50 ±5.03 / 297.63 ms │ +1.06x faster │
│ QQuery 59 │        197.75 / 201.20 ±5.66 / 212.44 ms │         199.59 / 201.30 ±1.07 / 202.92 ms │     no change │
│ QQuery 60 │        143.26 / 144.28 ±0.57 / 144.87 ms │         141.72 / 142.94 ±0.88 / 144.34 ms │     no change │
│ QQuery 61 │           13.05 / 13.56 ±0.48 / 14.41 ms │            12.89 / 13.49 ±0.84 / 15.11 ms │     no change │
│ QQuery 62 │       899.51 / 937.38 ±22.29 / 961.79 ms │       931.14 / 969.93 ±38.50 / 1031.35 ms │     no change │
│ QQuery 63 │        101.94 / 105.29 ±3.50 / 111.68 ms │         103.24 / 106.25 ±2.51 / 109.74 ms │     no change │
│ QQuery 64 │        680.10 / 683.96 ±2.94 / 688.18 ms │         680.19 / 686.90 ±7.86 / 702.09 ms │     no change │
│ QQuery 65 │        249.29 / 252.80 ±3.54 / 258.80 ms │         249.95 / 254.08 ±3.24 / 259.71 ms │     no change │
│ QQuery 66 │       246.51 / 262.54 ±15.96 / 289.42 ms │        239.45 / 256.46 ±15.59 / 278.29 ms │     no change │
│ QQuery 67 │        303.50 / 311.19 ±4.35 / 315.92 ms │         299.44 / 305.43 ±4.08 / 311.35 ms │     no change │
│ QQuery 68 │            9.55 / 10.25 ±0.48 / 10.81 ms │              8.40 / 9.63 ±0.92 / 11.26 ms │ +1.06x faster │
│ QQuery 69 │        102.89 / 103.57 ±0.52 / 104.25 ms │         101.57 / 103.49 ±1.32 / 105.72 ms │     no change │
│ QQuery 70 │       346.39 / 365.11 ±11.89 / 377.74 ms │         328.31 / 343.14 ±9.65 / 353.93 ms │ +1.06x faster │
│ QQuery 71 │        133.87 / 138.46 ±7.07 / 152.53 ms │         133.52 / 137.93 ±4.80 / 147.01 ms │     no change │
│ QQuery 72 │       598.50 / 615.60 ±11.63 / 631.09 ms │         609.08 / 621.55 ±7.92 / 631.48 ms │     no change │
│ QQuery 73 │              7.35 / 8.42 ±0.70 / 9.47 ms │               6.78 / 7.24 ±0.36 / 7.81 ms │ +1.16x faster │
│ QQuery 74 │        579.35 / 586.06 ±5.67 / 596.28 ms │         578.38 / 585.08 ±5.53 / 591.09 ms │     no change │
│ QQuery 75 │        276.29 / 277.77 ±1.59 / 280.13 ms │         277.46 / 281.68 ±2.89 / 285.49 ms │     no change │
│ QQuery 76 │        130.69 / 133.28 ±1.46 / 134.70 ms │         132.17 / 134.98 ±1.99 / 137.93 ms │     no change │
│ QQuery 77 │        185.47 / 188.61 ±1.70 / 190.28 ms │         189.29 / 191.10 ±1.20 / 193.03 ms │     no change │
│ QQuery 78 │        337.29 / 340.64 ±2.00 / 342.72 ms │         341.48 / 345.10 ±2.65 / 349.44 ms │     no change │
│ QQuery 79 │        230.24 / 233.19 ±3.35 / 239.49 ms │         230.66 / 234.71 ±4.31 / 240.73 ms │     no change │
│ QQuery 80 │        318.96 / 321.34 ±1.95 / 324.92 ms │         319.57 / 322.11 ±1.84 / 325.14 ms │     no change │
│ QQuery 81 │           26.25 / 26.97 ±0.74 / 28.00 ms │            26.43 / 27.57 ±1.22 / 29.53 ms │     no change │
│ QQuery 82 │        195.74 / 197.99 ±2.06 / 201.74 ms │         198.71 / 201.79 ±2.69 / 206.59 ms │     no change │
│ QQuery 83 │           38.44 / 39.11 ±0.74 / 40.43 ms │            38.89 / 39.39 ±0.47 / 40.21 ms │     no change │
│ QQuery 84 │           48.36 / 48.98 ±0.78 / 50.52 ms │            48.61 / 50.36 ±1.87 / 53.81 ms │     no change │
│ QQuery 85 │        147.49 / 149.13 ±1.24 / 150.64 ms │         147.07 / 148.36 ±0.92 / 149.88 ms │     no change │
│ QQuery 86 │           38.88 / 39.47 ±0.44 / 40.16 ms │            38.99 / 40.57 ±1.34 / 42.17 ms │     no change │
│ QQuery 87 │           84.53 / 88.46 ±3.52 / 94.74 ms │            83.49 / 86.46 ±3.17 / 92.22 ms │     no change │
│ QQuery 88 │         99.54 / 100.97 ±1.43 / 103.24 ms │         100.32 / 101.11 ±0.75 / 102.43 ms │     no change │
│ QQuery 89 │        117.73 / 118.98 ±1.06 / 120.21 ms │         119.02 / 120.65 ±1.08 / 122.28 ms │     no change │
│ QQuery 90 │           23.16 / 23.58 ±0.41 / 24.10 ms │            23.73 / 24.22 ±0.31 / 24.70 ms │     no change │
│ QQuery 91 │           61.94 / 63.64 ±1.25 / 65.26 ms │            63.79 / 64.34 ±0.57 / 65.43 ms │     no change │
│ QQuery 92 │           57.22 / 58.08 ±0.46 / 58.43 ms │            57.25 / 57.61 ±0.43 / 58.44 ms │     no change │
│ QQuery 93 │        184.78 / 187.14 ±1.31 / 188.66 ms │         184.79 / 186.23 ±0.78 / 187.19 ms │     no change │
│ QQuery 94 │           61.27 / 62.12 ±0.52 / 62.63 ms │            60.60 / 62.09 ±0.86 / 62.92 ms │     no change │
│ QQuery 95 │        126.67 / 128.13 ±0.84 / 128.95 ms │         128.28 / 129.60 ±0.93 / 131.09 ms │     no change │
│ QQuery 96 │           69.80 / 73.21 ±1.74 / 74.45 ms │            72.54 / 74.07 ±0.82 / 74.97 ms │     no change │
│ QQuery 97 │        123.13 / 124.79 ±1.33 / 126.86 ms │         125.27 / 127.42 ±1.43 / 129.35 ms │     no change │
│ QQuery 98 │        154.24 / 155.91 ±0.88 / 156.77 ms │         152.99 / 155.99 ±2.12 / 159.10 ms │     no change │
│ QQuery 99 │ 10750.27 / 10792.13 ±28.88 / 10830.37 ms │ 10849.30 / 10993.68 ±136.01 / 11225.25 ms │     no change │
└───────────┴──────────────────────────────────────────┴───────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 31484.36ms │
│ Total Time (early-group-emission)   │ 32403.55ms │
│ Average Time (HEAD)                 │   318.02ms │
│ Average Time (early-group-emission) │   327.31ms │
│ Queries Faster                      │          6 │
│ Queries Slower                      │          4 │
│ Queries with No Change              │         89 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	157.8s
Peak memory	5.6 GiB
Avg memory	4.4 GiB
CPU user	259.4s
CPU sys	17.5s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	162.3s
Peak memory	5.4 GiB
Avg memory	4.5 GiB
CPU user	269.1s
CPU sys	17.7s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-14T05:51:04Z

🤖 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 early-group-emission
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                     early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.75 / 7.28 ±0.79 / 8.85 ms │              6.74 / 7.17 ±0.78 / 8.72 ms │     no change │
│ QQuery 2  │        143.82 / 145.22 ±0.93 / 146.04 ms │        145.41 / 146.43 ±0.76 / 147.53 ms │     no change │
│ QQuery 3  │        113.66 / 114.10 ±0.56 / 115.19 ms │        114.10 / 114.46 ±0.42 / 115.28 ms │     no change │
│ QQuery 4  │    1380.81 / 1404.92 ±17.93 / 1423.41 ms │    1366.23 / 1389.59 ±18.52 / 1415.07 ms │     no change │
│ QQuery 5  │        171.74 / 173.98 ±1.78 / 177.21 ms │        173.08 / 174.80 ±1.21 / 175.96 ms │     no change │
│ QQuery 6  │       854.85 / 889.49 ±24.56 / 913.67 ms │       830.60 / 858.02 ±29.39 / 914.98 ms │     no change │
│ QQuery 7  │        341.82 / 346.41 ±3.15 / 351.60 ms │        341.37 / 343.87 ±1.82 / 346.06 ms │     no change │
│ QQuery 8  │        116.89 / 118.48 ±1.07 / 120.20 ms │        115.87 / 116.48 ±0.51 / 117.26 ms │     no change │
│ QQuery 9  │        101.37 / 105.46 ±2.71 / 108.39 ms │        104.05 / 107.13 ±1.69 / 108.88 ms │     no change │
│ QQuery 10 │        108.60 / 110.48 ±0.98 / 111.29 ms │        105.37 / 107.42 ±1.13 / 108.79 ms │     no change │
│ QQuery 11 │     1034.26 / 1045.57 ±8.38 / 1056.55 ms │      967.26 / 993.10 ±16.49 / 1013.30 ms │ +1.05x faster │
│ QQuery 12 │           46.79 / 47.88 ±0.81 / 48.84 ms │           45.38 / 46.43 ±1.01 / 47.80 ms │     no change │
│ QQuery 13 │        409.41 / 412.23 ±1.89 / 414.88 ms │        401.87 / 405.04 ±2.76 / 408.55 ms │     no change │
│ QQuery 14 │     1005.97 / 1012.89 ±4.36 / 1019.51 ms │     1000.30 / 1013.65 ±8.50 / 1023.04 ms │     no change │
│ QQuery 15 │           15.75 / 17.75 ±2.05 / 21.28 ms │           15.89 / 16.97 ±0.92 / 18.55 ms │     no change │
│ QQuery 16 │              7.32 / 8.05 ±0.92 / 9.85 ms │              7.29 / 8.24 ±0.82 / 9.46 ms │     no change │
│ QQuery 17 │        229.01 / 232.02 ±1.89 / 234.26 ms │        230.39 / 231.96 ±1.10 / 233.68 ms │     no change │
│ QQuery 18 │        128.92 / 130.32 ±1.14 / 131.93 ms │        127.59 / 128.43 ±0.55 / 129.29 ms │     no change │
│ QQuery 19 │        155.11 / 156.80 ±1.15 / 158.31 ms │        156.45 / 157.42 ±0.74 / 158.37 ms │     no change │
│ QQuery 20 │           14.02 / 14.44 ±0.31 / 14.79 ms │           14.35 / 14.70 ±0.30 / 15.15 ms │     no change │
│ QQuery 21 │           19.62 / 20.43 ±0.50 / 20.95 ms │           19.91 / 20.43 ±0.36 / 20.88 ms │     no change │
│ QQuery 22 │        488.97 / 496.81 ±4.71 / 503.40 ms │     1161.73 / 1169.67 ±4.35 / 1174.13 ms │  2.35x slower │
│ QQuery 23 │        889.05 / 900.51 ±7.51 / 908.17 ms │        982.91 / 989.43 ±4.40 / 995.99 ms │  1.10x slower │
│ QQuery 24 │        382.93 / 386.14 ±3.79 / 391.75 ms │        381.18 / 386.03 ±3.40 / 390.31 ms │     no change │
│ QQuery 25 │        340.74 / 342.62 ±1.55 / 345.20 ms │        339.85 / 344.72 ±3.64 / 349.30 ms │     no change │
│ QQuery 26 │           83.19 / 84.21 ±0.85 / 85.69 ms │           80.59 / 82.47 ±2.18 / 86.68 ms │     no change │
│ QQuery 27 │              7.34 / 7.54 ±0.17 / 7.82 ms │              6.83 / 7.67 ±1.02 / 9.53 ms │     no change │
│ QQuery 28 │        148.79 / 149.59 ±0.91 / 151.33 ms │        148.42 / 151.01 ±2.15 / 154.90 ms │     no change │
│ QQuery 29 │        280.12 / 282.42 ±1.73 / 284.40 ms │        283.43 / 285.39 ±1.34 / 287.34 ms │     no change │
│ QQuery 30 │           44.70 / 46.00 ±1.22 / 47.56 ms │           43.03 / 45.14 ±1.13 / 46.17 ms │     no change │
│ QQuery 31 │        171.21 / 172.21 ±0.84 / 173.71 ms │        168.83 / 171.09 ±1.65 / 173.97 ms │     no change │
│ QQuery 32 │          56.21 / 65.38 ±16.32 / 98.00 ms │         56.86 / 66.51 ±16.94 / 100.36 ms │     no change │
│ QQuery 33 │        139.78 / 141.49 ±1.53 / 143.84 ms │        140.23 / 141.78 ±1.26 / 143.53 ms │     no change │
│ QQuery 34 │              7.19 / 7.33 ±0.14 / 7.54 ms │              7.02 / 7.46 ±0.31 / 7.84 ms │     no change │
│ QQuery 35 │        109.93 / 111.43 ±1.08 / 112.57 ms │        106.19 / 109.09 ±1.56 / 110.78 ms │     no change │
│ QQuery 36 │              6.80 / 7.13 ±0.24 / 7.45 ms │              6.75 / 7.03 ±0.16 / 7.22 ms │     no change │
│ QQuery 37 │             8.47 / 9.21 ±0.74 / 10.58 ms │              8.44 / 8.81 ±0.33 / 9.38 ms │     no change │
│ QQuery 38 │           85.82 / 87.97 ±2.43 / 92.60 ms │           85.41 / 89.02 ±4.40 / 97.25 ms │     no change │
│ QQuery 39 │        129.13 / 132.66 ±1.99 / 135.35 ms │        126.70 / 130.86 ±2.66 / 134.28 ms │     no change │
│ QQuery 40 │        109.92 / 116.89 ±6.55 / 128.51 ms │        111.27 / 118.06 ±7.50 / 132.51 ms │     no change │
│ QQuery 41 │           14.74 / 16.37 ±1.38 / 18.06 ms │           14.66 / 15.40 ±0.45 / 15.89 ms │ +1.06x faster │
│ QQuery 42 │        107.01 / 108.93 ±1.52 / 111.03 ms │        107.33 / 109.32 ±1.09 / 110.36 ms │     no change │
│ QQuery 43 │              6.08 / 6.22 ±0.12 / 6.41 ms │              5.98 / 6.09 ±0.11 / 6.31 ms │     no change │
│ QQuery 44 │           12.02 / 12.37 ±0.40 / 13.15 ms │           12.02 / 12.21 ±0.18 / 12.55 ms │     no change │
│ QQuery 45 │           51.54 / 52.04 ±0.58 / 53.07 ms │           50.48 / 51.44 ±0.77 / 52.36 ms │     no change │
│ QQuery 46 │              8.99 / 9.17 ±0.10 / 9.29 ms │             8.54 / 9.21 ±0.85 / 10.86 ms │     no change │
│ QQuery 47 │        747.02 / 758.29 ±6.32 / 763.92 ms │        713.89 / 717.12 ±2.85 / 721.37 ms │ +1.06x faster │
│ QQuery 48 │        291.75 / 296.57 ±3.31 / 301.09 ms │        289.77 / 298.33 ±4.41 / 301.75 ms │     no change │
│ QQuery 49 │        250.33 / 254.16 ±2.38 / 257.14 ms │        249.55 / 252.93 ±2.03 / 254.95 ms │     no change │
│ QQuery 50 │        222.81 / 226.68 ±3.97 / 233.87 ms │        226.49 / 231.44 ±3.30 / 236.61 ms │     no change │
│ QQuery 51 │        178.76 / 181.87 ±1.92 / 184.69 ms │        198.04 / 199.44 ±1.98 / 203.31 ms │  1.10x slower │
│ QQuery 52 │        106.85 / 108.89 ±1.55 / 110.72 ms │        107.03 / 109.19 ±1.48 / 110.93 ms │     no change │
│ QQuery 53 │        101.93 / 103.11 ±1.18 / 105.35 ms │        103.80 / 105.60 ±1.36 / 107.23 ms │     no change │
│ QQuery 54 │        145.73 / 148.45 ±2.28 / 152.23 ms │        147.07 / 148.46 ±1.30 / 150.65 ms │     no change │
│ QQuery 55 │        107.18 / 108.54 ±1.68 / 111.56 ms │        107.25 / 109.35 ±2.09 / 113.25 ms │     no change │
│ QQuery 56 │        141.14 / 142.10 ±0.69 / 143.14 ms │        142.02 / 142.85 ±0.68 / 143.84 ms │     no change │
│ QQuery 57 │        173.44 / 176.42 ±2.08 / 179.02 ms │        173.42 / 177.05 ±1.88 / 178.80 ms │     no change │
│ QQuery 58 │        286.51 / 297.58 ±9.12 / 308.33 ms │        291.40 / 302.72 ±9.03 / 315.48 ms │     no change │
│ QQuery 59 │        201.21 / 202.18 ±0.75 / 203.35 ms │        200.10 / 202.08 ±2.42 / 206.82 ms │     no change │
│ QQuery 60 │        143.92 / 145.12 ±1.20 / 147.05 ms │        143.76 / 144.61 ±1.03 / 146.61 ms │     no change │
│ QQuery 61 │           13.39 / 13.74 ±0.21 / 14.04 ms │           13.17 / 13.51 ±0.18 / 13.71 ms │     no change │
│ QQuery 62 │      913.19 / 958.55 ±41.58 / 1033.63 ms │       910.26 / 928.37 ±15.83 / 957.90 ms │     no change │
│ QQuery 63 │        106.47 / 107.31 ±0.69 / 108.20 ms │        105.34 / 108.83 ±1.90 / 111.09 ms │     no change │
│ QQuery 64 │        691.25 / 693.74 ±2.71 / 698.51 ms │        694.81 / 699.89 ±3.30 / 704.90 ms │     no change │
│ QQuery 65 │        253.69 / 257.41 ±3.75 / 264.46 ms │        255.03 / 260.54 ±3.43 / 265.50 ms │     no change │
│ QQuery 66 │       241.19 / 262.00 ±14.55 / 283.14 ms │        254.39 / 260.55 ±4.18 / 267.48 ms │     no change │
│ QQuery 67 │        314.14 / 323.42 ±7.50 / 334.52 ms │        302.01 / 309.02 ±4.25 / 314.84 ms │     no change │
│ QQuery 68 │              8.45 / 9.36 ±0.51 / 9.79 ms │            9.46 / 10.93 ±0.87 / 12.04 ms │  1.17x slower │
│ QQuery 69 │        102.69 / 104.64 ±1.41 / 106.55 ms │        101.19 / 103.02 ±1.24 / 104.44 ms │     no change │
│ QQuery 70 │       329.53 / 352.10 ±15.26 / 376.28 ms │       332.46 / 346.90 ±12.47 / 369.95 ms │     no change │
│ QQuery 71 │        135.58 / 136.97 ±0.82 / 138.06 ms │        135.31 / 135.78 ±0.43 / 136.44 ms │     no change │
│ QQuery 72 │       608.53 / 619.84 ±10.67 / 638.98 ms │        617.83 / 626.86 ±5.65 / 632.97 ms │     no change │
│ QQuery 73 │             6.58 / 7.88 ±1.40 / 10.27 ms │             7.47 / 8.99 ±1.14 / 10.86 ms │  1.14x slower │
│ QQuery 74 │        601.20 / 615.41 ±8.00 / 622.35 ms │        609.76 / 621.97 ±7.95 / 630.80 ms │     no change │
│ QQuery 75 │        275.80 / 279.23 ±2.21 / 281.48 ms │        279.83 / 281.31 ±1.16 / 282.55 ms │     no change │
│ QQuery 76 │        131.44 / 133.68 ±1.39 / 135.55 ms │        130.85 / 132.35 ±0.89 / 133.47 ms │     no change │
│ QQuery 77 │        188.27 / 189.76 ±0.87 / 190.61 ms │        188.36 / 189.82 ±1.34 / 191.65 ms │     no change │
│ QQuery 78 │        343.78 / 347.93 ±3.49 / 353.79 ms │        340.05 / 343.57 ±4.56 / 352.57 ms │     no change │
│ QQuery 79 │        232.89 / 236.90 ±2.85 / 240.90 ms │        233.46 / 237.83 ±3.66 / 244.57 ms │     no change │
│ QQuery 80 │        320.07 / 322.90 ±2.26 / 326.85 ms │        319.60 / 324.72 ±3.35 / 328.27 ms │     no change │
│ QQuery 81 │           26.42 / 27.24 ±0.60 / 28.24 ms │           26.65 / 27.61 ±1.53 / 30.65 ms │     no change │
│ QQuery 82 │        198.71 / 201.15 ±2.33 / 205.15 ms │        203.17 / 206.17 ±1.86 / 208.76 ms │     no change │
│ QQuery 83 │           39.77 / 41.07 ±1.44 / 43.65 ms │           40.39 / 40.99 ±0.49 / 41.76 ms │     no change │
│ QQuery 84 │           48.97 / 49.56 ±0.58 / 50.37 ms │           48.40 / 49.45 ±0.66 / 50.32 ms │     no change │
│ QQuery 85 │        150.75 / 151.99 ±1.42 / 154.00 ms │        148.81 / 150.69 ±1.86 / 154.02 ms │     no change │
│ QQuery 86 │           39.56 / 40.37 ±0.79 / 41.71 ms │           38.99 / 40.61 ±1.34 / 43.07 ms │     no change │
│ QQuery 87 │           86.95 / 90.13 ±2.96 / 94.66 ms │           85.23 / 88.83 ±3.91 / 96.11 ms │     no change │
│ QQuery 88 │        100.15 / 101.54 ±1.34 / 103.85 ms │        101.02 / 102.45 ±1.47 / 104.98 ms │     no change │
│ QQuery 89 │        116.21 / 119.34 ±1.86 / 121.62 ms │        121.33 / 121.92 ±0.69 / 123.14 ms │     no change │
│ QQuery 90 │           23.37 / 24.08 ±0.61 / 25.01 ms │           23.72 / 25.25 ±0.92 / 26.60 ms │     no change │
│ QQuery 91 │           63.32 / 64.61 ±1.29 / 67.08 ms │           61.39 / 65.15 ±2.06 / 66.89 ms │     no change │
│ QQuery 92 │           58.50 / 59.07 ±0.37 / 59.65 ms │           57.51 / 58.58 ±0.86 / 59.64 ms │     no change │
│ QQuery 93 │        185.43 / 186.54 ±1.04 / 188.45 ms │        186.99 / 188.67 ±0.95 / 189.94 ms │     no change │
│ QQuery 94 │           60.96 / 62.45 ±1.29 / 64.56 ms │           61.56 / 62.64 ±0.69 / 63.65 ms │     no change │
│ QQuery 95 │        126.13 / 128.15 ±1.43 / 130.61 ms │        127.45 / 129.58 ±1.51 / 131.61 ms │     no change │
│ QQuery 96 │           69.64 / 73.70 ±2.17 / 75.37 ms │           73.22 / 74.85 ±1.11 / 76.08 ms │     no change │
│ QQuery 97 │        124.52 / 126.49 ±1.92 / 129.23 ms │        122.90 / 127.15 ±2.38 / 129.36 ms │     no change │
│ QQuery 98 │        155.51 / 156.92 ±1.00 / 158.00 ms │        153.15 / 156.24 ±2.83 / 160.75 ms │     no change │
│ QQuery 99 │ 10799.55 / 10828.15 ±18.42 / 10851.98 ms │ 10832.61 / 10886.12 ±30.52 / 10922.25 ms │     no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 31922.13ms │
│ Total Time (early-group-emission)   │ 32605.48ms │
│ Average Time (HEAD)                 │   322.45ms │
│ Average Time (early-group-emission) │   329.35ms │
│ Queries Faster                      │          3 │
│ Queries Slower                      │          5 │
│ Queries with No Change              │         91 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	160.0s
Peak memory	5.4 GiB
Avg memory	4.5 GiB
CPU user	263.9s
CPU sys	17.2s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	163.3s
Peak memory	5.8 GiB
Avg memory	4.7 GiB
CPU user	272.2s
CPU sys	17.8s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-14T05:51:13Z

🤖 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 early-group-emission
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                  early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.23 / 4.57 ±6.52 / 17.60 ms │          1.22 / 4.61 ±6.60 / 17.81 ms │     no change │
│ QQuery 1  │        14.99 / 15.36 ±0.20 / 15.59 ms │        14.47 / 14.98 ±0.32 / 15.37 ms │     no change │
│ QQuery 2  │        44.50 / 44.88 ±0.45 / 45.72 ms │        44.99 / 45.17 ±0.17 / 45.46 ms │     no change │
│ QQuery 3  │        44.89 / 46.51 ±1.12 / 47.81 ms │        44.60 / 46.45 ±1.52 / 49.03 ms │     no change │
│ QQuery 4  │     299.12 / 308.59 ±5.58 / 314.79 ms │     306.22 / 317.92 ±8.41 / 326.21 ms │     no change │
│ QQuery 5  │     356.90 / 360.13 ±3.05 / 365.94 ms │    345.88 / 364.74 ±15.37 / 380.60 ms │     no change │
│ QQuery 6  │          6.82 / 8.49 ±2.25 / 12.93 ms │           6.14 / 6.60 ±0.53 / 7.50 ms │ +1.29x faster │
│ QQuery 7  │        17.63 / 18.07 ±0.47 / 18.97 ms │        17.55 / 19.15 ±1.18 / 20.73 ms │  1.06x slower │
│ QQuery 8  │     443.78 / 453.06 ±5.80 / 459.87 ms │     425.57 / 434.59 ±6.73 / 445.95 ms │     no change │
│ QQuery 9  │     724.22 / 731.46 ±5.46 / 740.25 ms │    447.16 / 466.28 ±16.09 / 495.10 ms │ +1.57x faster │
│ QQuery 10 │       95.74 / 99.79 ±5.29 / 109.92 ms │        94.71 / 96.84 ±1.60 / 99.56 ms │     no change │
│ QQuery 11 │     109.95 / 110.32 ±0.39 / 111.06 ms │     107.09 / 108.57 ±0.79 / 109.17 ms │     no change │
│ QQuery 12 │     367.40 / 378.80 ±6.93 / 387.67 ms │     351.07 / 360.79 ±6.96 / 372.55 ms │     no change │
│ QQuery 13 │    491.05 / 506.55 ±11.23 / 523.31 ms │    547.77 / 573.26 ±19.96 / 607.57 ms │  1.13x slower │
│ QQuery 14 │    358.62 / 372.98 ±10.60 / 390.91 ms │    353.53 / 371.35 ±13.21 / 392.39 ms │     no change │
│ QQuery 15 │    379.62 / 398.22 ±19.67 / 434.18 ms │     338.88 / 348.80 ±7.98 / 361.91 ms │ +1.14x faster │
│ QQuery 16 │    760.04 / 780.92 ±19.72 / 816.84 ms │    687.33 / 719.86 ±19.78 / 745.63 ms │ +1.08x faster │
│ QQuery 17 │    751.21 / 784.81 ±33.26 / 842.18 ms │    686.28 / 706.47 ±13.33 / 724.14 ms │ +1.11x faster │
│ QQuery 18 │ 1528.44 / 1555.21 ±31.14 / 1614.12 ms │ 1329.82 / 1359.00 ±22.68 / 1387.23 ms │ +1.14x faster │
│ QQuery 19 │        37.18 / 38.83 ±1.47 / 40.98 ms │        36.04 / 38.74 ±1.75 / 41.01 ms │     no change │
│ QQuery 20 │     718.48 / 729.13 ±8.69 / 739.51 ms │     717.18 / 723.12 ±4.56 / 727.33 ms │     no change │
│ QQuery 21 │     760.09 / 766.59 ±4.42 / 771.03 ms │     756.05 / 763.27 ±4.35 / 768.17 ms │     no change │
│ QQuery 22 │  1143.55 / 1155.22 ±8.42 / 1169.01 ms │  1139.93 / 1143.38 ±2.72 / 1146.87 ms │     no change │
│ QQuery 23 │ 3197.37 / 3227.87 ±23.24 / 3254.63 ms │ 3109.50 / 3152.19 ±35.59 / 3204.29 ms │     no change │
│ QQuery 24 │     103.59 / 106.82 ±2.45 / 111.11 ms │     101.08 / 108.04 ±3.75 / 111.68 ms │     no change │
│ QQuery 25 │     145.24 / 147.25 ±1.41 / 149.39 ms │     142.84 / 145.37 ±1.40 / 146.98 ms │     no change │
│ QQuery 26 │     101.76 / 105.55 ±2.85 / 109.46 ms │     102.81 / 104.99 ±1.29 / 106.58 ms │     no change │
│ QQuery 27 │    855.58 / 869.10 ±15.01 / 897.44 ms │     859.39 / 864.95 ±5.80 / 875.89 ms │     no change │
│ QQuery 28 │ 3348.10 / 3366.07 ±15.87 / 3394.88 ms │ 3329.35 / 3383.79 ±64.26 / 3493.44 ms │     no change │
│ QQuery 29 │        51.92 / 55.40 ±2.07 / 57.70 ms │        53.00 / 55.83 ±1.98 / 59.18 ms │     no change │
│ QQuery 30 │     375.73 / 380.37 ±4.69 / 388.41 ms │     380.86 / 393.51 ±9.66 / 407.93 ms │     no change │
│ QQuery 31 │    375.44 / 391.35 ±16.68 / 415.98 ms │    420.47 / 441.90 ±17.21 / 465.49 ms │  1.13x slower │
│ QQuery 32 │ 1127.04 / 1143.46 ±21.01 / 1182.89 ms │ 1439.00 / 1475.16 ±29.89 / 1526.15 ms │  1.29x slower │
│ QQuery 33 │ 1511.81 / 1541.48 ±33.60 / 1602.47 ms │ 1533.10 / 1558.45 ±28.67 / 1609.68 ms │     no change │
│ QQuery 34 │ 1519.45 / 1540.45 ±17.32 / 1562.45 ms │ 1523.97 / 1572.21 ±33.83 / 1628.82 ms │     no change │
│ QQuery 35 │     401.72 / 411.94 ±8.56 / 424.74 ms │    352.69 / 367.72 ±11.63 / 387.68 ms │ +1.12x faster │
│ QQuery 36 │     113.01 / 121.08 ±4.23 / 124.57 ms │     116.36 / 118.73 ±1.19 / 119.61 ms │     no change │
│ QQuery 37 │        48.42 / 49.41 ±0.56 / 50.15 ms │        50.10 / 52.18 ±1.67 / 54.59 ms │  1.06x slower │
│ QQuery 38 │        77.60 / 78.59 ±0.80 / 79.69 ms │        77.45 / 79.54 ±1.32 / 81.06 ms │     no change │
│ QQuery 39 │     208.38 / 221.84 ±8.11 / 230.21 ms │     197.85 / 203.12 ±4.64 / 211.75 ms │ +1.09x faster │
│ QQuery 40 │        23.75 / 27.95 ±2.81 / 30.88 ms │        25.61 / 27.66 ±2.10 / 31.23 ms │     no change │
│ QQuery 41 │        20.80 / 22.69 ±1.74 / 25.02 ms │        21.92 / 23.76 ±1.58 / 26.04 ms │     no change │
│ QQuery 42 │        20.64 / 20.90 ±0.20 / 21.20 ms │        20.77 / 21.39 ±0.41 / 21.92 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 23498.07ms │
│ Total Time (early-group-emission)   │ 23184.45ms │
│ Average Time (HEAD)                 │   546.47ms │
│ Average Time (early-group-emission) │   539.17ms │
│ Queries Faster                      │          8 │
│ Queries Slower                      │          5 │
│ Queries with No Change              │         30 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	118.7s
Peak memory	40.1 GiB
Avg memory	32.3 GiB
CPU user	1119.0s
CPU sys	92.1s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	116.9s
Peak memory	40.1 GiB
Avg memory	30.8 GiB
CPU user	1081.5s
CPU sys	74.7s
Peak spill	0 B

File an issue against this benchmark runner

Only activate emit+reset after the skip probe has evaluated and decided NOT to skip. This prevents constant emit+reset cycles on high-cardinality queries where skip_aggregation should take over instead. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

Dandandan · 2026-04-14T05:59:03Z

run benchmarks

adriangbot · 2026-04-14T06:01:10Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4241595190-1195-jh424 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 early-group-emission (0b08df0) to 0143dfe (merge-base) diff using: tpch
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-14T06:01:11Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4241595190-1193-rw9n8 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 early-group-emission (0b08df0) to 0143dfe (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-14T06:01:11Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4241595190-1194-fhrtb 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 early-group-emission (0b08df0) to 0143dfe (merge-base) diff using: tpcds
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-14T06:18:17Z

🤖 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 early-group-emission
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                     early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │              6.65 / 7.16 ±0.85 / 8.86 ms │              6.59 / 7.05 ±0.78 / 8.61 ms │     no change │
│ QQuery 2  │        143.75 / 144.92 ±0.70 / 145.66 ms │        144.37 / 145.66 ±0.79 / 146.69 ms │     no change │
│ QQuery 3  │        113.66 / 114.03 ±0.35 / 114.57 ms │        113.65 / 114.27 ±0.83 / 115.87 ms │     no change │
│ QQuery 4  │    1354.03 / 1377.66 ±21.89 / 1417.92 ms │    1338.16 / 1364.17 ±17.08 / 1386.24 ms │     no change │
│ QQuery 5  │        171.77 / 173.55 ±1.11 / 174.79 ms │        172.59 / 174.23 ±1.99 / 177.97 ms │     no change │
│ QQuery 6  │       840.95 / 861.49 ±26.45 / 912.43 ms │       821.65 / 845.50 ±14.59 / 859.82 ms │     no change │
│ QQuery 7  │        343.16 / 346.37 ±2.43 / 349.20 ms │        337.35 / 345.91 ±4.65 / 350.48 ms │     no change │
│ QQuery 8  │        116.40 / 117.30 ±1.27 / 119.73 ms │        115.64 / 117.23 ±1.37 / 119.75 ms │     no change │
│ QQuery 9  │        106.55 / 112.95 ±8.48 / 128.43 ms │       100.82 / 108.94 ±10.23 / 128.59 ms │     no change │
│ QQuery 10 │        107.94 / 109.42 ±0.89 / 110.58 ms │        106.60 / 107.51 ±0.85 / 108.82 ms │     no change │
│ QQuery 11 │        976.88 / 987.28 ±8.12 / 998.75 ms │       934.99 / 948.66 ±18.91 / 985.37 ms │     no change │
│ QQuery 12 │           46.89 / 48.49 ±1.29 / 50.54 ms │           46.54 / 47.88 ±1.26 / 50.18 ms │     no change │
│ QQuery 13 │        399.47 / 405.54 ±3.61 / 409.97 ms │        405.35 / 406.70 ±1.46 / 409.49 ms │     no change │
│ QQuery 14 │     1005.42 / 1012.28 ±4.29 / 1017.59 ms │   1007.60 / 1074.31 ±117.86 / 1309.62 ms │  1.06x slower │
│ QQuery 15 │           16.23 / 17.58 ±0.98 / 18.77 ms │           15.52 / 17.01 ±0.99 / 18.36 ms │     no change │
│ QQuery 16 │              7.92 / 8.26 ±0.51 / 9.27 ms │              7.31 / 7.99 ±0.88 / 9.73 ms │     no change │
│ QQuery 17 │        232.53 / 233.15 ±0.45 / 233.84 ms │        231.92 / 232.78 ±0.94 / 234.59 ms │     no change │
│ QQuery 18 │        130.21 / 131.55 ±1.10 / 132.90 ms │        127.50 / 128.96 ±1.09 / 130.76 ms │     no change │
│ QQuery 19 │        157.13 / 158.78 ±1.21 / 160.45 ms │        155.04 / 157.24 ±1.15 / 158.41 ms │     no change │
│ QQuery 20 │           14.23 / 14.75 ±0.48 / 15.63 ms │           13.95 / 14.23 ±0.22 / 14.48 ms │     no change │
│ QQuery 21 │           20.46 / 21.33 ±0.58 / 22.18 ms │           19.14 / 19.96 ±0.48 / 20.43 ms │ +1.07x faster │
│ QQuery 22 │        497.65 / 499.67 ±1.41 / 501.27 ms │     1155.72 / 1168.18 ±7.06 / 1175.48 ms │  2.34x slower │
│ QQuery 23 │        893.28 / 909.24 ±9.25 / 919.82 ms │        881.27 / 894.06 ±8.21 / 906.92 ms │     no change │
│ QQuery 24 │        389.64 / 392.67 ±3.31 / 399.05 ms │        386.27 / 389.54 ±3.11 / 394.01 ms │     no change │
│ QQuery 25 │        344.26 / 347.01 ±2.50 / 351.29 ms │        344.77 / 347.28 ±2.57 / 352.03 ms │     no change │
│ QQuery 26 │           83.41 / 84.53 ±1.10 / 86.23 ms │           79.61 / 81.45 ±1.26 / 83.34 ms │     no change │
│ QQuery 27 │              7.20 / 7.86 ±0.64 / 8.92 ms │              6.74 / 7.17 ±0.52 / 8.19 ms │ +1.10x faster │
│ QQuery 28 │        150.85 / 152.35 ±1.16 / 154.00 ms │        148.77 / 150.75 ±1.84 / 153.82 ms │     no change │
│ QQuery 29 │        283.89 / 286.16 ±1.34 / 287.80 ms │        281.17 / 282.27 ±0.85 / 283.65 ms │     no change │
│ QQuery 30 │           45.73 / 47.08 ±1.25 / 49.14 ms │           43.78 / 46.17 ±1.34 / 47.52 ms │     no change │
│ QQuery 31 │        172.60 / 172.94 ±0.26 / 173.26 ms │        169.78 / 170.81 ±0.59 / 171.29 ms │     no change │
│ QQuery 32 │           57.30 / 59.00 ±1.43 / 61.00 ms │           56.55 / 57.94 ±1.09 / 59.34 ms │     no change │
│ QQuery 33 │        140.94 / 143.65 ±1.83 / 145.89 ms │        142.28 / 143.93 ±1.25 / 145.91 ms │     no change │
│ QQuery 34 │              7.21 / 7.99 ±0.94 / 9.83 ms │              7.03 / 7.57 ±0.61 / 8.60 ms │ +1.06x faster │
│ QQuery 35 │        108.19 / 110.34 ±1.31 / 112.26 ms │        105.46 / 107.45 ±1.40 / 109.29 ms │     no change │
│ QQuery 36 │              6.79 / 7.03 ±0.16 / 7.25 ms │              6.54 / 6.77 ±0.24 / 7.21 ms │     no change │
│ QQuery 37 │              8.44 / 8.97 ±0.39 / 9.51 ms │             8.59 / 9.28 ±0.75 / 10.71 ms │     no change │
│ QQuery 38 │           86.10 / 88.96 ±3.51 / 95.67 ms │           80.19 / 86.43 ±5.10 / 95.33 ms │     no change │
│ QQuery 39 │        125.49 / 130.08 ±3.72 / 135.46 ms │        128.02 / 131.13 ±2.81 / 134.86 ms │     no change │
│ QQuery 40 │        113.39 / 117.18 ±6.66 / 130.48 ms │        108.84 / 117.48 ±8.00 / 132.10 ms │     no change │
│ QQuery 41 │           15.14 / 16.13 ±1.23 / 18.46 ms │           15.13 / 16.52 ±1.21 / 18.38 ms │     no change │
│ QQuery 42 │        108.15 / 110.26 ±1.75 / 113.49 ms │        108.88 / 111.23 ±1.65 / 113.85 ms │     no change │
│ QQuery 43 │              6.41 / 6.54 ±0.07 / 6.61 ms │              6.07 / 6.24 ±0.21 / 6.65 ms │     no change │
│ QQuery 44 │           12.18 / 12.87 ±0.68 / 14.16 ms │           11.71 / 11.88 ±0.13 / 12.04 ms │ +1.08x faster │
│ QQuery 45 │           51.72 / 52.57 ±0.58 / 53.32 ms │           49.62 / 51.45 ±1.08 / 52.61 ms │     no change │
│ QQuery 46 │              8.80 / 9.10 ±0.22 / 9.48 ms │              8.41 / 8.66 ±0.19 / 8.92 ms │     no change │
│ QQuery 47 │        760.43 / 765.56 ±5.97 / 776.87 ms │        697.87 / 706.38 ±7.41 / 719.75 ms │ +1.08x faster │
│ QQuery 48 │        294.64 / 298.97 ±3.39 / 305.01 ms │        288.27 / 291.31 ±3.42 / 297.32 ms │     no change │
│ QQuery 49 │        253.53 / 255.27 ±1.97 / 258.67 ms │        251.86 / 253.24 ±1.47 / 255.93 ms │     no change │
│ QQuery 50 │        232.17 / 233.02 ±0.65 / 234.15 ms │        229.20 / 232.55 ±2.67 / 235.78 ms │     no change │
│ QQuery 51 │        181.65 / 184.61 ±2.58 / 189.24 ms │        180.93 / 184.28 ±3.05 / 189.80 ms │     no change │
│ QQuery 52 │        107.30 / 108.58 ±0.98 / 109.83 ms │        107.98 / 110.20 ±2.37 / 113.59 ms │     no change │
│ QQuery 53 │        102.65 / 102.99 ±0.27 / 103.46 ms │        102.40 / 103.02 ±0.71 / 104.38 ms │     no change │
│ QQuery 54 │        147.04 / 149.55 ±1.40 / 151.34 ms │        145.34 / 146.76 ±1.29 / 149.03 ms │     no change │
│ QQuery 55 │        106.92 / 108.86 ±1.36 / 110.61 ms │        107.34 / 109.44 ±1.52 / 111.78 ms │     no change │
│ QQuery 56 │        141.56 / 142.92 ±0.95 / 144.43 ms │        142.06 / 143.39 ±1.32 / 145.91 ms │     no change │
│ QQuery 57 │        174.81 / 175.99 ±1.05 / 177.30 ms │        176.10 / 178.09 ±1.09 / 179.14 ms │     no change │
│ QQuery 58 │        290.15 / 295.26 ±4.91 / 303.57 ms │        304.98 / 312.47 ±7.83 / 326.13 ms │  1.06x slower │
│ QQuery 59 │        200.42 / 202.59 ±1.55 / 205.10 ms │        199.99 / 205.39 ±5.64 / 216.21 ms │     no change │
│ QQuery 60 │        143.27 / 146.58 ±1.82 / 148.32 ms │        145.71 / 147.30 ±1.18 / 148.79 ms │     no change │
│ QQuery 61 │           13.55 / 13.80 ±0.14 / 13.96 ms │           13.44 / 14.03 ±0.53 / 15.01 ms │     no change │
│ QQuery 62 │      919.80 / 957.57 ±51.05 / 1057.09 ms │     963.56 / 1075.80 ±89.25 / 1204.93 ms │  1.12x slower │
│ QQuery 63 │        105.82 / 107.60 ±1.51 / 110.12 ms │        103.47 / 108.31 ±3.34 / 112.86 ms │     no change │
│ QQuery 64 │        684.87 / 695.31 ±7.77 / 705.93 ms │        694.68 / 707.65 ±7.79 / 716.47 ms │     no change │
│ QQuery 65 │        256.55 / 260.10 ±2.94 / 265.46 ms │        259.77 / 264.24 ±4.66 / 271.76 ms │     no change │
│ QQuery 66 │       244.08 / 262.93 ±12.12 / 279.80 ms │        263.06 / 269.88 ±5.27 / 277.14 ms │     no change │
│ QQuery 67 │        316.32 / 321.94 ±3.73 / 326.11 ms │       303.33 / 318.33 ±10.44 / 331.73 ms │     no change │
│ QQuery 68 │             8.75 / 9.89 ±0.81 / 10.74 ms │            8.97 / 10.23 ±1.01 / 11.72 ms │     no change │
│ QQuery 69 │        102.73 / 104.72 ±2.08 / 108.53 ms │        105.43 / 107.24 ±1.88 / 110.64 ms │     no change │
│ QQuery 70 │        332.65 / 341.07 ±5.58 / 349.86 ms │       351.24 / 374.71 ±15.96 / 388.99 ms │  1.10x slower │
│ QQuery 71 │        134.33 / 136.48 ±2.09 / 139.35 ms │        136.97 / 139.81 ±2.87 / 145.15 ms │     no change │
│ QQuery 72 │       613.14 / 629.12 ±13.18 / 649.87 ms │        636.77 / 648.20 ±8.87 / 658.75 ms │     no change │
│ QQuery 73 │              6.96 / 8.95 ±1.08 / 9.94 ms │              7.47 / 8.27 ±0.44 / 8.67 ms │ +1.08x faster │
│ QQuery 74 │       600.54 / 620.22 ±20.40 / 657.91 ms │       615.99 / 633.95 ±10.31 / 646.28 ms │     no change │
│ QQuery 75 │        278.70 / 280.78 ±1.33 / 282.80 ms │        275.47 / 279.57 ±2.50 / 282.51 ms │     no change │
│ QQuery 76 │        131.79 / 135.33 ±3.04 / 140.23 ms │        132.26 / 133.72 ±1.41 / 135.95 ms │     no change │
│ QQuery 77 │        189.45 / 190.43 ±0.96 / 192.13 ms │        186.89 / 190.69 ±3.24 / 196.69 ms │     no change │
│ QQuery 78 │        340.64 / 343.34 ±1.91 / 345.34 ms │        348.36 / 351.47 ±2.12 / 353.87 ms │     no change │
│ QQuery 79 │        236.89 / 240.63 ±3.01 / 244.02 ms │        242.06 / 244.94 ±1.56 / 246.50 ms │     no change │
│ QQuery 80 │        320.76 / 326.43 ±3.45 / 331.45 ms │        321.88 / 326.00 ±2.50 / 329.75 ms │     no change │
│ QQuery 81 │           26.41 / 27.26 ±0.79 / 28.71 ms │           27.40 / 28.06 ±0.93 / 29.85 ms │     no change │
│ QQuery 82 │        198.84 / 199.70 ±0.66 / 200.70 ms │        203.37 / 205.15 ±1.34 / 207.51 ms │     no change │
│ QQuery 83 │           39.21 / 40.28 ±1.36 / 42.90 ms │           39.43 / 40.84 ±2.11 / 45.01 ms │     no change │
│ QQuery 84 │           48.83 / 49.72 ±1.04 / 51.71 ms │           48.46 / 50.51 ±1.17 / 51.68 ms │     no change │
│ QQuery 85 │        150.28 / 150.83 ±0.33 / 151.23 ms │        149.62 / 150.42 ±0.90 / 151.54 ms │     no change │
│ QQuery 86 │           38.76 / 40.20 ±0.86 / 41.13 ms │           39.52 / 40.33 ±0.79 / 41.82 ms │     no change │
│ QQuery 87 │           86.19 / 89.23 ±3.27 / 95.27 ms │           85.08 / 87.93 ±3.42 / 94.60 ms │     no change │
│ QQuery 88 │        102.14 / 102.71 ±1.07 / 104.85 ms │         99.56 / 101.82 ±1.86 / 104.63 ms │     no change │
│ QQuery 89 │        118.12 / 119.61 ±0.87 / 120.81 ms │        119.93 / 121.32 ±1.09 / 122.96 ms │     no change │
│ QQuery 90 │           23.87 / 24.36 ±0.40 / 24.95 ms │           23.41 / 24.39 ±1.13 / 26.32 ms │     no change │
│ QQuery 91 │           64.22 / 65.84 ±1.06 / 67.26 ms │           63.16 / 64.82 ±1.26 / 66.69 ms │     no change │
│ QQuery 92 │           57.96 / 59.93 ±1.37 / 62.18 ms │           57.80 / 59.56 ±1.25 / 61.23 ms │     no change │
│ QQuery 93 │        186.98 / 189.98 ±1.57 / 191.27 ms │        187.85 / 189.32 ±1.04 / 190.96 ms │     no change │
│ QQuery 94 │           61.95 / 62.73 ±0.72 / 63.81 ms │           61.58 / 62.33 ±0.43 / 62.90 ms │     no change │
│ QQuery 95 │        127.00 / 130.61 ±2.34 / 133.17 ms │        127.38 / 128.76 ±0.92 / 130.15 ms │     no change │
│ QQuery 96 │           73.92 / 74.87 ±0.62 / 75.61 ms │           70.92 / 74.18 ±1.67 / 75.44 ms │     no change │
│ QQuery 97 │        123.56 / 126.66 ±2.13 / 129.89 ms │        126.85 / 128.15 ±0.77 / 129.05 ms │     no change │
│ QQuery 98 │        154.68 / 156.67 ±1.01 / 157.47 ms │        151.99 / 155.43 ±2.04 / 157.92 ms │     no change │
│ QQuery 99 │ 10770.19 / 10840.63 ±60.61 / 10917.22 ms │ 10839.47 / 10886.37 ±29.14 / 10930.29 ms │     no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 31893.24ms │
│ Total Time (early-group-emission)   │ 32728.42ms │
│ Average Time (HEAD)                 │   322.15ms │
│ Average Time (early-group-emission) │   330.59ms │
│ Queries Faster                      │          6 │
│ Queries Slower                      │          5 │
│ Queries with No Change              │         88 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	159.8s
Peak memory	5.5 GiB
Avg memory	4.4 GiB
CPU user	264.1s
CPU sys	17.6s
Peak spill	0 B

tpcds — branch

Metric	Value
Wall time	163.9s
Peak memory	4.9 GiB
Avg memory	4.3 GiB
CPU user	271.3s
CPU sys	19.8s
Peak spill	0 B

File an issue against this benchmark runner

adriangbot · 2026-04-14T06:18:36Z

🤖 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 early-group-emission
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                   early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.17 / 4.37 ±6.31 / 16.99 ms │           1.19 / 4.40 ±6.32 / 17.03 ms │     no change │
│ QQuery 1  │        14.23 / 14.48 ±0.14 / 14.66 ms │         14.16 / 14.46 ±0.18 / 14.68 ms │     no change │
│ QQuery 2  │        42.81 / 43.45 ±0.39 / 43.84 ms │         44.02 / 44.23 ±0.13 / 44.41 ms │     no change │
│ QQuery 3  │        41.50 / 43.34 ±1.88 / 46.62 ms │         42.46 / 44.82 ±1.85 / 47.09 ms │     no change │
│ QQuery 4  │     280.98 / 286.91 ±3.76 / 291.92 ms │     276.22 / 296.21 ±15.05 / 315.38 ms │     no change │
│ QQuery 5  │     335.17 / 340.41 ±4.34 / 346.36 ms │     340.08 / 366.34 ±15.16 / 385.59 ms │  1.08x slower │
│ QQuery 6  │           4.90 / 5.22 ±0.26 / 5.62 ms │            4.97 / 6.30 ±0.94 / 7.62 ms │  1.21x slower │
│ QQuery 7  │        16.29 / 16.65 ±0.29 / 17.17 ms │         16.18 / 16.62 ±0.38 / 17.28 ms │     no change │
│ QQuery 8  │    416.97 / 429.88 ±11.81 / 449.85 ms │      407.26 / 423.95 ±9.46 / 434.39 ms │     no change │
│ QQuery 9  │     625.65 / 635.85 ±7.56 / 644.78 ms │      437.52 / 444.96 ±4.87 / 451.39 ms │ +1.43x faster │
│ QQuery 10 │       91.09 / 94.06 ±4.21 / 102.38 ms │         91.50 / 93.36 ±1.92 / 96.83 ms │     no change │
│ QQuery 11 │     103.93 / 105.42 ±1.42 / 107.93 ms │      104.23 / 106.74 ±1.87 / 109.25 ms │     no change │
│ QQuery 12 │     334.38 / 338.07 ±3.19 / 343.63 ms │      332.43 / 338.84 ±6.09 / 349.29 ms │     no change │
│ QQuery 13 │     459.36 / 466.35 ±6.44 / 477.71 ms │     465.79 / 484.84 ±11.12 / 500.42 ms │     no change │
│ QQuery 14 │     339.28 / 342.30 ±2.76 / 347.11 ms │      342.13 / 351.41 ±7.54 / 360.35 ms │     no change │
│ QQuery 15 │    351.96 / 369.69 ±16.90 / 390.37 ms │      324.80 / 335.43 ±5.45 / 339.96 ms │ +1.10x faster │
│ QQuery 16 │     697.84 / 711.14 ±9.81 / 724.68 ms │     661.09 / 706.03 ±36.70 / 747.27 ms │     no change │
│ QQuery 17 │     690.80 / 700.68 ±6.16 / 708.80 ms │     654.08 / 677.95 ±16.28 / 699.32 ms │     no change │
│ QQuery 18 │ 1339.70 / 1366.19 ±16.23 / 1388.52 ms │  1295.63 / 1328.55 ±22.65 / 1359.99 ms │     no change │
│ QQuery 19 │        34.77 / 35.70 ±0.79 / 36.85 ms │         36.02 / 38.58 ±1.58 / 40.56 ms │  1.08x slower │
│ QQuery 20 │    707.92 / 718.78 ±13.55 / 743.79 ms │     711.50 / 725.84 ±15.09 / 752.82 ms │     no change │
│ QQuery 21 │     754.69 / 758.34 ±2.30 / 761.10 ms │      756.80 / 763.60 ±4.47 / 770.54 ms │     no change │
│ QQuery 22 │ 1122.46 / 1130.25 ±10.87 / 1151.66 ms │   1129.11 / 1132.76 ±3.24 / 1138.26 ms │     no change │
│ QQuery 23 │ 3068.27 / 3087.20 ±22.26 / 3128.43 ms │  3026.72 / 3051.54 ±17.52 / 3072.17 ms │     no change │
│ QQuery 24 │      99.60 / 103.37 ±3.16 / 107.61 ms │       98.56 / 101.63 ±4.56 / 110.71 ms │     no change │
│ QQuery 25 │     138.68 / 140.54 ±1.54 / 143.24 ms │      136.88 / 138.79 ±1.86 / 142.23 ms │     no change │
│ QQuery 26 │     101.75 / 103.05 ±1.12 / 104.50 ms │       97.67 / 100.89 ±1.78 / 103.02 ms │     no change │
│ QQuery 27 │     844.20 / 852.16 ±8.54 / 868.32 ms │      845.17 / 851.18 ±4.25 / 857.71 ms │     no change │
│ QQuery 28 │ 3266.85 / 3289.03 ±13.98 / 3309.63 ms │  3246.53 / 3272.99 ±19.20 / 3299.25 ms │     no change │
│ QQuery 29 │        49.29 / 52.68 ±3.09 / 57.75 ms │         49.43 / 54.29 ±4.69 / 63.02 ms │     no change │
│ QQuery 30 │     351.23 / 357.94 ±4.16 / 364.24 ms │     340.81 / 359.69 ±16.05 / 379.11 ms │     no change │
│ QQuery 31 │    358.00 / 370.15 ±10.94 / 389.07 ms │     353.37 / 372.21 ±12.22 / 387.82 ms │     no change │
│ QQuery 32 │  1007.11 / 1020.76 ±9.20 / 1034.80 ms │ 1063.93 / 1214.41 ±116.39 / 1417.93 ms │  1.19x slower │
│ QQuery 33 │  1419.81 / 1427.58 ±8.07 / 1442.16 ms │  1468.65 / 1526.34 ±32.55 / 1558.99 ms │  1.07x slower │
│ QQuery 34 │ 1426.62 / 1452.16 ±23.15 / 1486.97 ms │  1486.88 / 1510.79 ±24.66 / 1557.29 ms │     no change │
│ QQuery 35 │     376.15 / 380.61 ±3.95 / 387.27 ms │     310.99 / 335.61 ±14.64 / 353.51 ms │ +1.13x faster │
│ QQuery 36 │     108.62 / 117.13 ±5.42 / 122.98 ms │      111.79 / 115.18 ±2.36 / 118.63 ms │     no change │
│ QQuery 37 │        46.21 / 49.36 ±1.68 / 51.11 ms │         46.99 / 50.10 ±1.81 / 51.75 ms │     no change │
│ QQuery 38 │        73.49 / 75.34 ±1.20 / 76.82 ms │         75.47 / 77.66 ±1.12 / 78.50 ms │     no change │
│ QQuery 39 │     199.43 / 212.68 ±6.84 / 217.58 ms │      197.48 / 201.68 ±3.69 / 207.17 ms │ +1.05x faster │
│ QQuery 40 │        21.62 / 24.89 ±2.31 / 28.44 ms │         23.82 / 25.12 ±0.86 / 26.51 ms │     no change │
│ QQuery 41 │        19.61 / 21.23 ±1.75 / 23.40 ms │         19.08 / 21.26 ±1.49 / 23.38 ms │     no change │
│ QQuery 42 │        18.26 / 19.67 ±1.02 / 21.41 ms │         18.84 / 19.25 ±0.45 / 19.87 ms │     no change │
└───────────┴───────────────────────────────────────┴────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 22115.05ms │
│ Total Time (early-group-emission)   │ 22146.82ms │
│ Average Time (HEAD)                 │   514.30ms │
│ Average Time (early-group-emission) │   515.04ms │
│ Queries Faster                      │          4 │
│ Queries Slower                      │          5 │
│ Queries with No Change              │         34 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	111.6s
Peak memory	37.9 GiB
Avg memory	32.0 GiB
CPU user	1060.8s
CPU sys	77.3s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	111.6s
Peak memory	35.9 GiB
Avg memory	30.0 GiB
CPU user	1022.5s
CPU sys	79.8s
Peak spill	0 B

File an issue against this benchmark runner

Dandandan · 2026-04-14T06:23:11Z

run benchmark clickbench_partitioned

adriangbot · 2026-04-14T06:26:07Z

🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4241683717-1196-ksph2 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 early-group-emission (0b08df0) to 0143dfe (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

File an issue against this benchmark runner

adriangbot · 2026-04-14T06:40:39Z

🤖 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 early-group-emission
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                  early-group-emission ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.20 / 4.50 ±6.45 / 17.41 ms │          1.19 / 4.42 ±6.33 / 17.08 ms │     no change │
│ QQuery 1  │        14.47 / 14.82 ±0.35 / 15.49 ms │        14.07 / 14.54 ±0.26 / 14.87 ms │     no change │
│ QQuery 2  │        44.36 / 45.02 ±0.49 / 45.66 ms │        44.32 / 44.69 ±0.25 / 45.07 ms │     no change │
│ QQuery 3  │        41.44 / 42.37 ±1.13 / 44.35 ms │        43.86 / 46.04 ±1.70 / 47.96 ms │  1.09x slower │
│ QQuery 4  │     285.27 / 292.96 ±7.83 / 306.97 ms │     295.08 / 305.99 ±7.04 / 316.98 ms │     no change │
│ QQuery 5  │     342.85 / 344.85 ±1.94 / 348.12 ms │    341.63 / 366.76 ±18.67 / 392.22 ms │  1.06x slower │
│ QQuery 6  │           5.57 / 6.14 ±0.62 / 7.28 ms │           4.98 / 5.73 ±0.64 / 6.76 ms │ +1.07x faster │
│ QQuery 7  │        16.65 / 16.97 ±0.17 / 17.12 ms │        16.49 / 17.06 ±1.03 / 19.11 ms │     no change │
│ QQuery 8  │    401.90 / 421.07 ±11.30 / 434.57 ms │     418.30 / 428.75 ±5.86 / 434.46 ms │     no change │
│ QQuery 9  │    636.20 / 654.14 ±10.18 / 665.06 ms │     439.63 / 443.62 ±3.44 / 447.81 ms │ +1.47x faster │
│ QQuery 10 │        94.19 / 95.88 ±1.15 / 97.54 ms │        93.30 / 95.72 ±2.00 / 98.64 ms │     no change │
│ QQuery 11 │     107.36 / 107.67 ±0.37 / 108.38 ms │     106.37 / 108.60 ±1.44 / 110.64 ms │     no change │
│ QQuery 12 │     336.64 / 344.03 ±8.81 / 360.28 ms │    336.10 / 352.48 ±13.84 / 370.54 ms │     no change │
│ QQuery 13 │    452.77 / 468.59 ±10.52 / 478.55 ms │     492.16 / 502.64 ±8.96 / 519.22 ms │  1.07x slower │
│ QQuery 14 │     344.66 / 348.88 ±3.29 / 353.02 ms │     343.84 / 351.43 ±5.01 / 358.64 ms │     no change │
│ QQuery 15 │    355.30 / 371.69 ±15.50 / 400.29 ms │     332.33 / 341.33 ±8.02 / 353.17 ms │ +1.09x faster │
│ QQuery 16 │    711.89 / 724.46 ±16.25 / 756.15 ms │    692.72 / 721.60 ±24.24 / 755.37 ms │     no change │
│ QQuery 17 │     713.35 / 717.07 ±4.03 / 724.87 ms │    658.93 / 688.01 ±31.68 / 744.74 ms │     no change │
│ QQuery 18 │ 1425.50 / 1476.72 ±33.21 / 1514.64 ms │ 1233.55 / 1302.35 ±38.62 / 1342.87 ms │ +1.13x faster │
│ QQuery 19 │        37.25 / 40.19 ±5.51 / 51.21 ms │       36.47 / 43.24 ±10.08 / 62.89 ms │  1.08x slower │
│ QQuery 20 │    711.07 / 736.09 ±21.22 / 765.42 ms │    722.95 / 732.72 ±11.69 / 755.66 ms │     no change │
│ QQuery 21 │     761.12 / 766.37 ±5.18 / 773.02 ms │     761.07 / 766.46 ±2.99 / 769.55 ms │     no change │
│ QQuery 22 │  1129.56 / 1135.20 ±3.62 / 1139.98 ms │  1131.31 / 1138.17 ±5.63 / 1147.42 ms │     no change │
│ QQuery 23 │ 3099.11 / 3124.57 ±21.36 / 3162.90 ms │ 3075.91 / 3109.09 ±25.14 / 3151.05 ms │     no change │
│ QQuery 24 │     101.95 / 105.71 ±4.32 / 113.94 ms │     100.03 / 103.82 ±2.16 / 106.02 ms │     no change │
│ QQuery 25 │     137.12 / 141.45 ±2.33 / 144.11 ms │     136.69 / 139.98 ±2.88 / 143.75 ms │     no change │
│ QQuery 26 │     101.13 / 103.92 ±2.11 / 106.76 ms │     100.44 / 101.77 ±1.26 / 103.55 ms │     no change │
│ QQuery 27 │     848.88 / 852.46 ±3.39 / 858.56 ms │     850.91 / 860.20 ±9.45 / 878.33 ms │     no change │
│ QQuery 28 │ 3283.12 / 3307.14 ±13.43 / 3321.27 ms │ 3318.30 / 3351.09 ±35.09 / 3416.65 ms │     no change │
│ QQuery 29 │        51.21 / 54.20 ±3.56 / 60.52 ms │        51.62 / 54.09 ±3.61 / 61.05 ms │     no change │
│ QQuery 30 │     362.78 / 370.22 ±5.14 / 376.96 ms │    337.92 / 357.06 ±18.63 / 389.81 ms │     no change │
│ QQuery 31 │     370.26 / 378.20 ±7.81 / 392.55 ms │     363.58 / 373.18 ±6.65 / 383.57 ms │     no change │
│ QQuery 32 │ 1185.98 / 1257.18 ±42.77 / 1316.50 ms │ 1159.57 / 1233.37 ±37.67 / 1260.20 ms │     no change │
│ QQuery 33 │ 1524.62 / 1581.61 ±33.17 / 1616.34 ms │ 1552.48 / 1618.04 ±79.59 / 1771.75 ms │     no change │
│ QQuery 34 │ 1484.92 / 1535.30 ±33.21 / 1588.75 ms │ 1542.27 / 1562.12 ±15.49 / 1583.72 ms │     no change │
│ QQuery 35 │     381.79 / 385.53 ±2.45 / 388.30 ms │    312.69 / 337.30 ±13.30 / 350.37 ms │ +1.14x faster │
│ QQuery 36 │     119.24 / 121.93 ±1.92 / 124.26 ms │     113.49 / 115.58 ±1.90 / 118.42 ms │ +1.06x faster │
│ QQuery 37 │        48.19 / 50.98 ±1.47 / 52.19 ms │        47.38 / 49.50 ±1.15 / 50.82 ms │     no change │
│ QQuery 38 │        78.00 / 79.49 ±1.01 / 80.92 ms │        77.53 / 78.91 ±0.97 / 80.47 ms │     no change │
│ QQuery 39 │     212.76 / 224.53 ±7.54 / 236.27 ms │     196.46 / 202.86 ±4.27 / 208.42 ms │ +1.11x faster │
│ QQuery 40 │        26.76 / 29.00 ±2.26 / 33.19 ms │        23.80 / 25.10 ±1.07 / 26.91 ms │ +1.16x faster │
│ QQuery 41 │        21.02 / 22.69 ±0.91 / 23.55 ms │        18.50 / 20.22 ±1.13 / 22.00 ms │ +1.12x faster │
│ QQuery 42 │        19.12 / 20.40 ±0.66 / 20.96 ms │        18.97 / 19.47 ±0.50 / 20.25 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                   ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                   │ 22922.16ms │
│ Total Time (early-group-emission)   │ 22535.06ms │
│ Average Time (HEAD)                 │   533.07ms │
│ Average Time (early-group-emission) │   524.07ms │
│ Queries Faster                      │          9 │
│ Queries Slower                      │          4 │
│ Queries with No Change              │         30 │
│ Queries with Failure                │          0 │
└─────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	115.6s
Peak memory	35.4 GiB
Avg memory	27.3 GiB
CPU user	1073.0s
CPU sys	100.0s
Peak spill	0 B

clickbench_partitioned — branch

Metric	Value
Wall time	113.6s
Peak memory	36.1 GiB
Avg memory	28.9 GiB
CPU user	1033.0s
CPU sys	86.7s
Peak spill	0 B

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github-actions bot added sqllogictest SQL Logic Tests (.slt) common Related to common crate physical-plan Changes to the physical-plan crate labels Apr 13, 2026

Dandandan force-pushed the early-group-emission branch from cbc046e to 2006bca Compare April 13, 2026 17:48

Dandandan and others added 2 commits April 13, 2026 20:21

Dandandan changed the title ~~feat: two-generation early emission for partial aggregation~~ feat: bounded hash table with overflow passthrough for partial aggregation Apr 13, 2026

Dandandan changed the title ~~feat: bounded hash table with overflow passthrough for partial aggregation~~ feat: early group emission with emit+reset for partial aggregation Apr 14, 2026

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