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Posted to github@datafusion.apache.org by "kosiew (via GitHub)" <gi...@apache.org> on 2026/08/07 08:59:56 UTC
[PR] DRAFT - 21566 [datafusion]
kosiew opened a new pull request, #24161:
URL: https://github.com/apache/datafusion/pull/24161
Investigate benchmark perf of #21566
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Re: [PR] DRAFT - 21566 [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #24161:
URL: https://github.com/apache/datafusion/pull/24161#issuecomment-5215059929
π€ Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/24161#issuecomment-5215028732)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5215028732-1496-q7lnr 6.12.85+ #1 SMP Wed Jun 17 20:31:55 UTC 2026 aarch64 GNU/Linux`
<details><summary>CPU Details (lscpu)</summary>
```
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 test-21566 (61b7538e868c5dee2b2698b028c3c8284aefdba0) to 70c26a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/70c26a06716eb552f0fc1d2115957a4089504f11..61b7538e868c5dee2b2698b028c3c8284aefdba0)
<details><summary>Run configuration</summary>
```yaml
run benchmark clickbench_pushdown
```
</details>
Results will be posted here when complete
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
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Re: [PR] DRAFT - 21566 [datafusion]
Posted by "kosiew (via GitHub)" <gi...@apache.org>.
kosiew commented on PR #24161:
URL: https://github.com/apache/datafusion/pull/24161#issuecomment-5215174779
run benchmark clickbench_1 clickbench_partitioned
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Re: [PR] DRAFT - 21566 [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #24161:
URL: https://github.com/apache/datafusion/pull/24161#issuecomment-5215277067
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24161#issuecomment-5215028732)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
Comparing test-21566 (61b7538e868c5dee2b2698b028c3c8284aefdba0) to 70c26a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/70c26a06716eb552f0fc1d2115957a4089504f11..61b7538e868c5dee2b2698b028c3c8284aefdba0)
<details><summary>Run configuration</summary>
```yaml
run benchmark clickbench_pushdown
```
</details>
<details><summary>CPU Details (lscpu)</summary>
```
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>
<details><summary>Details</summary>
<p>
```
Comparing HEAD and test-21566
--------------------
Benchmark clickbench_pushdown.json
--------------------
βββββββββββββ³βββββββββββββ³βββββββββββββ³βββββββββββββββ
β Query β HEAD β test-21566 β Change β
β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββ©
β QQuery 0 β 1.23 ms β 1.21 ms β no change β
β QQuery 1 β 13.00 ms β 12.91 ms β no change β
β QQuery 2 β 36.41 ms β 35.71 ms β no change β
β QQuery 3 β 30.61 ms β 30.63 ms β no change β
β QQuery 4 β 217.76 ms β 220.79 ms β no change β
β QQuery 5 β 269.99 ms β 267.90 ms β no change β
β QQuery 6 β 1.29 ms β 1.26 ms β no change β
β QQuery 7 β 16.37 ms β 16.43 ms β no change β
β QQuery 8 β 321.87 ms β 318.00 ms β no change β
β QQuery 9 β 430.12 ms β 443.38 ms β no change β
β QQuery 10 β 92.83 ms β 92.98 ms β no change β
β QQuery 11 β 103.19 ms β 104.36 ms β no change β
β QQuery 12 β 294.92 ms β 293.70 ms β no change β
β QQuery 13 β 400.01 ms β 402.01 ms β no change β
β QQuery 14 β 311.30 ms β 311.73 ms β no change β
β QQuery 15 β 268.78 ms β 265.98 ms β no change β
β QQuery 16 β 602.08 ms β 604.77 ms β no change β
β QQuery 17 β 609.15 ms β 617.12 ms β no change β
β QQuery 18 β 1247.19 ms β 1253.09 ms β no change β
β QQuery 19 β 29.21 ms β 29.21 ms β no change β
β QQuery 20 β 522.90 ms β 513.40 ms β no change β
β QQuery 21 β 564.57 ms β 567.00 ms β no change β
β QQuery 22 β 918.57 ms β 923.37 ms β no change β
β QQuery 23 β 116.09 ms β 112.98 ms β no change β
β QQuery 24 β 37.62 ms β 37.93 ms β no change β
β QQuery 25 β 144.73 ms β 144.13 ms β no change β
β QQuery 26 β 48.80 ms β 49.07 ms β no change β
β QQuery 27 β 565.17 ms β 568.12 ms β no change β
β QQuery 28 β 2903.53 ms β 2916.49 ms β no change β
β QQuery 29 β 40.72 ms β 40.48 ms β no change β
β QQuery 30 β 302.71 ms β 307.58 ms β no change β
β QQuery 31 β 286.16 ms β 288.06 ms β no change β
β QQuery 32 β 914.23 ms β 924.98 ms β no change β
β QQuery 33 β 1438.69 ms β 1411.17 ms β no change β
β QQuery 34 β 1450.35 ms β 1447.37 ms β no change β
β QQuery 35 β 268.85 ms β 273.08 ms β no change β
β QQuery 36 β 65.88 ms β 65.06 ms β no change β
β QQuery 37 β 36.04 ms β 35.65 ms β no change β
β QQuery 38 β 34.49 ms β 34.22 ms β no change β
β QQuery 39 β 122.75 ms β 133.52 ms β 1.09x slower β
β QQuery 40 β 18.10 ms β 17.74 ms β no change β
β QQuery 41 β 16.76 ms β 16.43 ms β no change β
β QQuery 42 β 14.08 ms β 13.92 ms β no change β
βββββββββββββ΄βββββββββββββ΄βββββββββββββ΄βββββββββββββββ
βββββββββββββββββββββββββββββ³βββββββββββββ
β Benchmark Summary β β
β‘βββββββββββββββββββββββββββββββββββββββββ©
β Total Time (HEAD) β 16129.11ms β
β Total Time (test-21566) β 16164.88ms β
β Average Time (HEAD) β 375.10ms β
β Average Time (test-21566) β 375.93ms β
β Queries Faster β 0 β
β Queries Slower β 1 β
β Queries with No Change β 42 β
β Queries with Failure β 0 β
βββββββββββββββββββββββββββββ΄βββββββββββββ
Distribution per query (min / mean Β±stddev / max):
Comparing HEAD and test-21566
--------------------
Benchmark clickbench_pushdown.json
--------------------
βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ
β Query β HEAD β test-21566 β Change β
β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ©
β QQuery 0 β 1.23 / 3.86 Β±5.20 / 14.27 ms β 1.21 / 3.81 Β±5.16 / 14.13 ms β no change β
β QQuery 1 β 13.00 / 13.14 Β±0.13 / 13.37 ms β 12.91 / 13.01 Β±0.08 / 13.16 ms β no change β
β QQuery 2 β 36.41 / 37.00 Β±0.60 / 38.06 ms β 35.71 / 36.13 Β±0.24 / 36.37 ms β no change β
β QQuery 3 β 30.61 / 31.21 Β±0.77 / 32.72 ms β 30.63 / 31.51 Β±0.47 / 32.02 ms β no change β
β QQuery 4 β 217.76 / 224.85 Β±3.90 / 229.56 ms β 220.79 / 224.38 Β±2.25 / 227.30 ms β no change β
β QQuery 5 β 269.99 / 273.77 Β±2.64 / 277.03 ms β 267.90 / 270.18 Β±1.42 / 272.06 ms β no change β
β QQuery 6 β 1.29 / 1.43 Β±0.22 / 1.86 ms β 1.26 / 1.40 Β±0.21 / 1.82 ms β no change β
β QQuery 7 β 16.37 / 16.52 Β±0.13 / 16.71 ms β 16.43 / 16.51 Β±0.07 / 16.65 ms β no change β
β QQuery 8 β 321.87 / 327.30 Β±2.90 / 330.60 ms β 318.00 / 322.07 Β±3.19 / 325.93 ms β no change β
β QQuery 9 β 430.12 / 446.75 Β±8.69 / 454.37 ms β 443.38 / 453.89 Β±7.30 / 463.71 ms β no change β
β QQuery 10 β 92.83 / 94.05 Β±1.43 / 96.83 ms β 92.98 / 93.69 Β±0.51 / 94.48 ms β no change β
β QQuery 11 β 103.19 / 106.39 Β±4.33 / 114.98 ms β 104.36 / 105.29 Β±1.03 / 107.05 ms β no change β
β QQuery 12 β 294.92 / 302.23 Β±5.78 / 312.43 ms β 293.70 / 300.85 Β±5.54 / 307.71 ms β no change β
β QQuery 13 β 400.01 / 410.12 Β±6.38 / 418.00 ms β 402.01 / 416.02 Β±11.11 / 427.65 ms β no change β
β QQuery 14 β 311.30 / 317.35 Β±4.13 / 322.66 ms β 311.73 / 317.26 Β±4.16 / 323.67 ms β no change β
β QQuery 15 β 268.78 / 277.96 Β±5.55 / 284.79 ms β 265.98 / 277.35 Β±11.20 / 291.30 ms β no change β
β QQuery 16 β 602.08 / 606.66 Β±3.82 / 612.94 ms β 604.77 / 611.08 Β±4.39 / 618.00 ms β no change β
β QQuery 17 β 609.15 / 614.12 Β±3.85 / 620.97 ms β 617.12 / 623.66 Β±4.94 / 631.66 ms β no change β
β QQuery 18 β 1247.19 / 1283.85 Β±28.47 / 1329.67 ms β 1253.09 / 1271.04 Β±20.77 / 1296.62 ms β no change β
β QQuery 19 β 29.21 / 31.46 Β±3.51 / 38.45 ms β 29.21 / 35.48 Β±7.40 / 46.87 ms β 1.13x slower β
β QQuery 20 β 522.90 / 532.61 Β±8.17 / 546.15 ms β 513.40 / 521.46 Β±8.69 / 538.38 ms β no change β
β QQuery 21 β 564.57 / 574.73 Β±9.58 / 590.89 ms β 567.00 / 576.60 Β±5.13 / 582.47 ms β no change β
β QQuery 22 β 918.57 / 927.21 Β±9.22 / 941.75 ms β 923.37 / 929.62 Β±3.78 / 933.54 ms β no change β
β QQuery 23 β 116.09 / 131.48 Β±15.89 / 162.15 ms β 112.98 / 118.45 Β±5.59 / 128.66 ms β +1.11x faster β
β QQuery 24 β 37.62 / 38.05 Β±0.52 / 39.04 ms β 37.93 / 39.50 Β±2.13 / 43.69 ms β no change β
β QQuery 25 β 144.73 / 147.47 Β±3.16 / 153.21 ms β 144.13 / 154.66 Β±8.80 / 166.49 ms β no change β
β QQuery 26 β 48.80 / 49.45 Β±0.52 / 50.09 ms β 49.07 / 52.74 Β±3.66 / 58.92 ms β 1.07x slower β
β QQuery 27 β 565.17 / 582.60 Β±13.56 / 602.11 ms β 568.12 / 579.74 Β±9.86 / 593.33 ms β no change β
β QQuery 28 β 2903.53 / 2939.68 Β±22.98 / 2975.78 ms β 2916.49 / 2938.60 Β±17.97 / 2961.69 ms β no change β
β QQuery 29 β 40.72 / 50.64 Β±11.91 / 66.74 ms β 40.48 / 41.79 Β±2.28 / 46.34 ms β +1.21x faster β
β QQuery 30 β 302.71 / 317.91 Β±13.71 / 339.07 ms β 307.58 / 312.94 Β±4.67 / 321.53 ms β no change β
β QQuery 31 β 286.16 / 300.54 Β±12.48 / 320.47 ms β 288.06 / 295.40 Β±4.95 / 301.31 ms β no change β
β QQuery 32 β 914.23 / 960.70 Β±35.78 / 1022.34 ms β 924.98 / 976.08 Β±39.55 / 1025.66 ms β no change β
β QQuery 33 β 1438.69 / 1482.78 Β±31.92 / 1531.90 ms β 1411.17 / 1477.44 Β±37.31 / 1523.66 ms β no change β
β QQuery 34 β 1450.35 / 1482.68 Β±31.13 / 1540.93 ms β 1447.37 / 1474.84 Β±23.07 / 1514.35 ms β no change β
β QQuery 35 β 268.85 / 312.66 Β±50.04 / 392.78 ms β 273.08 / 329.06 Β±66.04 / 424.88 ms β 1.05x slower β
β QQuery 36 β 65.88 / 78.03 Β±10.95 / 96.46 ms β 65.06 / 77.77 Β±10.84 / 97.47 ms β no change β
β QQuery 37 β 36.04 / 36.83 Β±0.77 / 37.85 ms β 35.65 / 37.04 Β±1.70 / 40.39 ms β no change β
β QQuery 38 β 34.49 / 37.33 Β±3.52 / 43.73 ms β 34.22 / 41.39 Β±13.77 / 68.94 ms β 1.11x slower β
β QQuery 39 β 122.75 / 140.40 Β±13.38 / 164.05 ms β 133.52 / 142.65 Β±6.66 / 150.33 ms β no change β
β QQuery 40 β 18.10 / 18.37 Β±0.24 / 18.80 ms β 17.74 / 17.90 Β±0.22 / 18.34 ms β no change β
β QQuery 41 β 16.76 / 16.79 Β±0.03 / 16.83 ms β 16.43 / 16.79 Β±0.25 / 17.16 ms β no change β
β QQuery 42 β 14.08 / 16.45 Β±4.47 / 25.38 ms β 13.92 / 17.11 Β±5.65 / 28.39 ms β no change β
βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ
βββββββββββββββββββββββββββββ³βββββββββββββ
β Benchmark Summary β β
β‘βββββββββββββββββββββββββββββββββββββββββ©
β Total Time (HEAD) β 16595.44ms β
β Total Time (test-21566) β 16594.19ms β
β Average Time (HEAD) β 385.94ms β
β Average Time (test-21566) β 385.91ms β
β Queries Faster β 2 β
β Queries Slower β 4 β
β Queries with No Change β 37 β
β Queries with Failure β 0 β
βββββββββββββββββββββββββββββ΄βββββββββββββ
```
</p>
</details>
<details><summary>Resource Usage</summary>
**clickbench_pushdown β base (merge-base)**
| Metric | Value |
|--------|-------|
| Wall time | 85.0s |
| Peak memory | 12.5 GiB |
| Avg memory | 4.7 GiB |
| CPU user | 843.1s |
| CPU sys | 60.1s |
| Peak spill | 0 B |
**clickbench_pushdown β branch**
| Metric | Value |
|--------|-------|
| Wall time | 85.0s |
| Peak memory | 11.4 GiB |
| Avg memory | 5.0 GiB |
| CPU user | 841.4s |
| CPU sys | 60.8s |
| Peak spill | 0 B |
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
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Re: [PR] DRAFT - 21566 [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #24161:
URL: https://github.com/apache/datafusion/pull/24161#issuecomment-5215348616
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24161#issuecomment-5215174779)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
Comparing test-21566 (61b7538e868c5dee2b2698b028c3c8284aefdba0) to 70c26a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/70c26a06716eb552f0fc1d2115957a4089504f11..61b7538e868c5dee2b2698b028c3c8284aefdba0)
<details><summary>Run configuration</summary>
```yaml
run benchmark clickbench_partitioned
```
</details>
<details><summary>CPU Details (lscpu)</summary>
```
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>
<details><summary>Details</summary>
<p>
```
Comparing HEAD and test-21566
--------------------
Benchmark clickbench_partitioned.json
--------------------
βββββββββββββ³βββββββββββββ³βββββββββββββ³ββββββββββββββββ
β Query β HEAD β test-21566 β Change β
β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββ©
β QQuery 0 β 1.22 ms β 1.21 ms β no change β
β QQuery 1 β 12.63 ms β 12.40 ms β no change β
β QQuery 2 β 36.02 ms β 37.30 ms β no change β
β QQuery 3 β 30.37 ms β 31.67 ms β no change β
β QQuery 4 β 240.03 ms β 234.96 ms β no change β
β QQuery 5 β 275.85 ms β 268.98 ms β no change β
β QQuery 6 β 1.30 ms β 1.26 ms β no change β
β QQuery 7 β 14.48 ms β 13.45 ms β +1.08x faster β
β QQuery 8 β 332.72 ms β 319.62 ms β no change β
β QQuery 9 β 453.48 ms β 451.85 ms β no change β
β QQuery 10 β 69.57 ms β 69.31 ms β no change β
β QQuery 11 β 80.97 ms β 82.04 ms β no change β
β QQuery 12 β 271.64 ms β 283.37 ms β no change β
β QQuery 13 β 368.81 ms β 372.41 ms β no change β
β QQuery 14 β 283.77 ms β 283.86 ms β no change β
β QQuery 15 β 269.24 ms β 272.83 ms β no change β
β QQuery 16 β 611.05 ms β 613.08 ms β no change β
β QQuery 17 β 633.09 ms β 625.07 ms β no change β
β QQuery 18 β 1248.50 ms β 1290.98 ms β no change β
β QQuery 19 β 28.28 ms β 28.01 ms β no change β
β QQuery 20 β 516.48 ms β 516.36 ms β no change β
β QQuery 21 β 522.95 ms β 516.58 ms β no change β
β QQuery 22 β 996.75 ms β 981.23 ms β no change β
β QQuery 23 β 3061.12 ms β 3097.68 ms β no change β
β QQuery 24 β 41.44 ms β 41.89 ms β no change β
β QQuery 25 β 112.42 ms β 110.28 ms β no change β
β QQuery 26 β 42.00 ms β 41.38 ms β no change β
β QQuery 27 β 511.48 ms β 512.17 ms β no change β
β QQuery 28 β 2879.90 ms β 2891.75 ms β no change β
β QQuery 29 β 41.54 ms β 40.87 ms β no change β
β QQuery 30 β 303.69 ms β 300.45 ms β no change β
β QQuery 31 β 279.51 ms β 282.69 ms β no change β
β QQuery 32 β 917.98 ms β 976.83 ms β 1.06x slower β
β QQuery 33 β 1460.09 ms β 1449.94 ms β no change β
β QQuery 34 β 1484.07 ms β 1448.27 ms β no change β
β QQuery 35 β 272.29 ms β 278.60 ms β no change β
β QQuery 36 β 65.47 ms β 65.24 ms β no change β
β QQuery 37 β 35.22 ms β 35.39 ms β no change β
β QQuery 38 β 40.09 ms β 40.58 ms β no change β
β QQuery 39 β 143.61 ms β 144.37 ms β no change β
β QQuery 40 β 14.30 ms β 13.81 ms β no change β
β QQuery 41 β 13.57 ms β 13.68 ms β no change β
β QQuery 42 β 13.01 ms β 13.72 ms β 1.05x slower β
βββββββββββββ΄βββββββββββββ΄βββββββββββββ΄ββββββββββββββββ
βββββββββββββββββββββββββββββ³βββββββββββββ
β Benchmark Summary β β
β‘βββββββββββββββββββββββββββββββββββββββββ©
β Total Time (HEAD) β 19032.04ms β
β Total Time (test-21566) β 19107.41ms β
β Average Time (HEAD) β 442.61ms β
β Average Time (test-21566) β 444.36ms β
β Queries Faster β 1 β
β Queries Slower β 2 β
β Queries with No Change β 40 β
β Queries with Failure β 0 β
βββββββββββββββββββββββββββββ΄βββββββββββββ
Distribution per query (min / mean Β±stddev / max):
Comparing HEAD and test-21566
--------------------
Benchmark clickbench_partitioned.json
--------------------
βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ
β Query β HEAD β test-21566 β Change β
β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ©
β QQuery 0 β 1.22 / 3.99 Β±5.41 / 14.82 ms β 1.21 / 3.88 Β±5.29 / 14.45 ms β no change β
β QQuery 1 β 12.63 / 12.91 Β±0.16 / 13.15 ms β 12.40 / 12.64 Β±0.17 / 12.83 ms β no change β
β QQuery 2 β 36.02 / 36.37 Β±0.31 / 36.82 ms β 37.30 / 37.54 Β±0.26 / 38.03 ms β no change β
β QQuery 3 β 30.37 / 31.60 Β±1.73 / 35.04 ms β 31.67 / 31.90 Β±0.20 / 32.27 ms β no change β
β QQuery 4 β 240.03 / 243.59 Β±2.64 / 246.66 ms β 234.96 / 237.70 Β±1.95 / 239.97 ms β no change β
β QQuery 5 β 275.85 / 281.54 Β±3.85 / 287.88 ms β 268.98 / 274.64 Β±5.12 / 283.62 ms β no change β
β QQuery 6 β 1.30 / 1.47 Β±0.24 / 1.95 ms β 1.26 / 1.43 Β±0.29 / 2.00 ms β no change β
β QQuery 7 β 14.48 / 14.55 Β±0.06 / 14.63 ms β 13.45 / 13.62 Β±0.11 / 13.75 ms β +1.07x faster β
β QQuery 8 β 332.72 / 344.52 Β±6.39 / 352.13 ms β 319.62 / 326.61 Β±4.75 / 333.92 ms β +1.05x faster β
β QQuery 9 β 453.48 / 460.43 Β±7.87 / 474.26 ms β 451.85 / 462.31 Β±9.15 / 479.41 ms β no change β
β QQuery 10 β 69.57 / 71.98 Β±3.57 / 78.94 ms β 69.31 / 71.45 Β±1.55 / 73.59 ms β no change β
β QQuery 11 β 80.97 / 82.13 Β±1.02 / 83.99 ms β 82.04 / 83.36 Β±0.93 / 84.83 ms β no change β
β QQuery 12 β 271.64 / 275.60 Β±4.21 / 282.52 ms β 283.37 / 291.19 Β±6.08 / 301.69 ms β 1.06x slower β
β QQuery 13 β 368.81 / 385.96 Β±10.09 / 398.16 ms β 372.41 / 389.29 Β±13.93 / 411.68 ms β no change β
β QQuery 14 β 283.77 / 289.40 Β±6.77 / 301.20 ms β 283.86 / 286.66 Β±3.51 / 293.46 ms β no change β
β QQuery 15 β 269.24 / 277.24 Β±6.71 / 287.37 ms β 272.83 / 280.04 Β±4.20 / 284.30 ms β no change β
β QQuery 16 β 611.05 / 615.02 Β±3.66 / 620.32 ms β 613.08 / 636.89 Β±25.50 / 676.00 ms β no change β
β QQuery 17 β 633.09 / 649.81 Β±15.13 / 677.27 ms β 625.07 / 637.64 Β±14.86 / 664.26 ms β no change β
β QQuery 18 β 1248.50 / 1295.62 Β±38.55 / 1357.69 ms β 1290.98 / 1326.72 Β±29.05 / 1360.50 ms β no change β
β QQuery 19 β 28.28 / 28.69 Β±0.48 / 29.62 ms β 28.01 / 35.37 Β±9.40 / 50.67 ms β 1.23x slower β
β QQuery 20 β 516.48 / 528.06 Β±12.30 / 547.22 ms β 516.36 / 521.59 Β±4.08 / 528.48 ms β no change β
β QQuery 21 β 522.95 / 529.15 Β±7.65 / 543.69 ms β 516.58 / 521.04 Β±3.58 / 527.00 ms β no change β
β QQuery 22 β 996.75 / 1008.94 Β±8.37 / 1018.71 ms β 981.23 / 987.44 Β±5.54 / 997.30 ms β no change β
β QQuery 23 β 3061.12 / 3157.17 Β±67.29 / 3242.05 ms β 3097.68 / 3145.12 Β±43.24 / 3204.22 ms β no change β
β QQuery 24 β 41.44 / 46.47 Β±5.12 / 53.09 ms β 41.89 / 43.36 Β±1.32 / 45.79 ms β +1.07x faster β
β QQuery 25 β 112.42 / 115.30 Β±2.45 / 119.47 ms β 110.28 / 111.13 Β±0.68 / 112.21 ms β no change β
β QQuery 26 β 42.00 / 42.84 Β±0.59 / 43.54 ms β 41.38 / 42.32 Β±1.18 / 44.61 ms β no change β
β QQuery 27 β 511.48 / 520.54 Β±4.57 / 523.83 ms β 512.17 / 520.12 Β±6.16 / 527.94 ms β no change β
β QQuery 28 β 2879.90 / 2923.49 Β±34.73 / 2969.29 ms β 2891.75 / 2927.97 Β±31.53 / 2975.29 ms β no change β
β QQuery 29 β 41.54 / 42.73 Β±1.60 / 45.88 ms β 40.87 / 41.54 Β±0.55 / 42.41 ms β no change β
β QQuery 30 β 303.69 / 321.11 Β±26.16 / 372.32 ms β 300.45 / 308.93 Β±5.82 / 317.09 ms β no change β
β QQuery 31 β 279.51 / 289.19 Β±8.88 / 302.57 ms β 282.69 / 296.98 Β±9.83 / 312.07 ms β no change β
β QQuery 32 β 917.98 / 965.36 Β±36.29 / 1015.09 ms β 976.83 / 1002.31 Β±20.27 / 1034.87 ms β no change β
β QQuery 33 β 1460.09 / 1494.00 Β±25.76 / 1534.34 ms β 1449.94 / 1509.57 Β±46.82 / 1560.17 ms β no change β
β QQuery 34 β 1484.07 / 1624.24 Β±118.61 / 1773.49 ms β 1448.27 / 1537.51 Β±84.14 / 1641.09 ms β +1.06x faster β
β QQuery 35 β 272.29 / 299.53 Β±44.26 / 387.72 ms β 278.60 / 309.40 Β±47.75 / 403.48 ms β no change β
β QQuery 36 β 65.47 / 73.35 Β±5.19 / 81.21 ms β 65.24 / 69.24 Β±3.34 / 73.82 ms β +1.06x faster β
β QQuery 37 β 35.22 / 35.89 Β±0.53 / 36.69 ms β 35.39 / 37.28 Β±2.15 / 41.43 ms β no change β
β QQuery 38 β 40.09 / 42.25 Β±2.18 / 44.99 ms β 40.58 / 44.97 Β±3.00 / 48.97 ms β 1.06x slower β
β QQuery 39 β 143.61 / 154.39 Β±7.16 / 163.77 ms β 144.37 / 151.56 Β±6.09 / 159.56 ms β no change β
β QQuery 40 β 14.30 / 14.50 Β±0.17 / 14.75 ms β 13.81 / 15.46 Β±1.95 / 19.24 ms β 1.07x slower β
β QQuery 41 β 13.57 / 14.94 Β±2.37 / 19.67 ms β 13.68 / 13.95 Β±0.23 / 14.35 ms β +1.07x faster β
β QQuery 42 β 13.01 / 13.13 Β±0.09 / 13.27 ms β 13.72 / 17.14 Β±6.19 / 29.51 ms β 1.31x slower β
βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ
βββββββββββββββββββββββββββββ³βββββββββββββ
β Benchmark Summary β β
β‘βββββββββββββββββββββββββββββββββββββββββ©
β Total Time (HEAD) β 19658.98ms β
β Total Time (test-21566) β 19616.82ms β
β Average Time (HEAD) β 457.19ms β
β Average Time (test-21566) β 456.21ms β
β Queries Faster β 6 β
β Queries Slower β 5 β
β Queries with No Change β 32 β
β Queries with Failure β 0 β
βββββββββββββββββββββββββββββ΄βββββββββββββ
```
</p>
</details>
<details><summary>Resource Usage</summary>
**clickbench_partitioned β base (merge-base)**
| Metric | Value |
|--------|-------|
| Wall time | 100.0s |
| Peak memory | 12.2 GiB |
| Avg memory | 4.5 GiB |
| CPU user | 1004.9s |
| CPU sys | 70.3s |
| Peak spill | 0 B |
**clickbench_partitioned β branch**
| Metric | Value |
|--------|-------|
| Wall time | 100.0s |
| Peak memory | 11.3 GiB |
| Avg memory | 4.5 GiB |
| CPU user | 1002.8s |
| CPU sys | 69.7s |
| Peak spill | 0 B |
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
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Re: [PR] DRAFT - 21566 [datafusion]
Posted by "kosiew (via GitHub)" <gi...@apache.org>.
kosiew closed pull request #24161: DRAFT - 21566
URL: https://github.com/apache/datafusion/pull/24161
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Re: [PR] DRAFT - 21566 [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #24161:
URL: https://github.com/apache/datafusion/pull/24161#issuecomment-5215207560
π€ Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/24161#issuecomment-5215174779)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5215174779-1498-d8m9n 6.12.85+ #1 SMP Wed Jun 17 20:31:55 UTC 2026 aarch64 GNU/Linux`
<details><summary>CPU Details (lscpu)</summary>
```
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 test-21566 (61b7538e868c5dee2b2698b028c3c8284aefdba0) to 70c26a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/70c26a06716eb552f0fc1d2115957a4089504f11..61b7538e868c5dee2b2698b028c3c8284aefdba0)
<details><summary>Run configuration</summary>
```yaml
run benchmark clickbench_partitioned
```
</details>
Results will be posted here when complete
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
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Re: [PR] DRAFT - 21566 [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #24161:
URL: https://github.com/apache/datafusion/pull/24161#issuecomment-5215205444
π€ Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/24161#issuecomment-5215174779)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5215174779-1497-rfqvr 6.12.85+ #1 SMP Wed Jun 17 20:31:55 UTC 2026 aarch64 GNU/Linux`
<details><summary>CPU Details (lscpu)</summary>
```
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 test-21566 (61b7538e868c5dee2b2698b028c3c8284aefdba0) to 70c26a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/70c26a06716eb552f0fc1d2115957a4089504f11..61b7538e868c5dee2b2698b028c3c8284aefdba0)
<details><summary>Run configuration</summary>
```yaml
run benchmark clickbench_1
```
</details>
Results will be posted here when complete
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
--
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Re: [PR] DRAFT - 21566 [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #24161:
URL: https://github.com/apache/datafusion/pull/24161#issuecomment-5215387821
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24161#issuecomment-5215174779)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
Comparing test-21566 (61b7538e868c5dee2b2698b028c3c8284aefdba0) to 70c26a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/70c26a06716eb552f0fc1d2115957a4089504f11..61b7538e868c5dee2b2698b028c3c8284aefdba0)
<details><summary>Run configuration</summary>
```yaml
run benchmark clickbench_1
```
</details>
<details><summary>CPU Details (lscpu)</summary>
```
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>
<details><summary>Details</summary>
<p>
```
Comparing HEAD and test-21566
--------------------
Benchmark clickbench_1.json
--------------------
βββββββββββββ³βββββββββββββ³βββββββββββββ³ββββββββββββββββ
β Query β HEAD β test-21566 β Change β
β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββ©
β QQuery 0 β 0.70 ms β 0.69 ms β no change β
β QQuery 1 β 13.64 ms β 14.16 ms β no change β
β QQuery 2 β 40.36 ms β 40.97 ms β no change β
β QQuery 3 β 36.27 ms β 36.77 ms β no change β
β QQuery 4 β 242.12 ms β 244.88 ms β no change β
β QQuery 5 β 451.86 ms β 443.31 ms β no change β
β QQuery 6 β 0.77 ms β 0.73 ms β no change β
β QQuery 7 β 15.62 ms β 15.86 ms β no change β
β QQuery 8 β 362.89 ms β 369.41 ms β no change β
β QQuery 9 β 554.58 ms β 560.66 ms β no change β
β QQuery 10 β 84.12 ms β 86.08 ms β no change β
β QQuery 11 β 97.71 ms β 99.70 ms β no change β
β QQuery 12 β 476.90 ms β 467.44 ms β no change β
β QQuery 13 β 475.22 ms β 473.69 ms β no change β
β QQuery 14 β 459.00 ms β 462.45 ms β no change β
β QQuery 15 β 290.49 ms β 300.35 ms β no change β
β QQuery 16 β 661.72 ms β 656.12 ms β no change β
β QQuery 17 β 661.62 ms β 660.40 ms β no change β
β QQuery 18 β 1270.50 ms β 1309.87 ms β no change β
β QQuery 19 β 34.36 ms β 35.47 ms β no change β
β QQuery 20 β 626.16 ms β 617.51 ms β no change β
β QQuery 21 β 636.54 ms β 641.94 ms β no change β
β QQuery 22 β 1339.44 ms β 1326.37 ms β no change β
β QQuery 23 β 3043.20 ms β 3149.21 ms β no change β
β QQuery 24 β 120.40 ms β 124.21 ms β no change β
β QQuery 25 β 182.44 ms β 186.70 ms β no change β
β QQuery 26 β 122.11 ms β 125.28 ms β no change β
β QQuery 27 β 610.26 ms β 614.73 ms β no change β
β QQuery 28 β 3353.37 ms β 3365.18 ms β no change β
β QQuery 29 β 44.34 ms β 44.33 ms β no change β
β QQuery 30 β 423.56 ms β 423.48 ms β no change β
β QQuery 31 β 379.96 ms β 384.08 ms β no change β
β QQuery 32 β 931.79 ms β 956.79 ms β no change β
β QQuery 33 β 1515.20 ms β 1535.92 ms β no change β
β QQuery 34 β 1530.44 ms β 1562.96 ms β no change β
β QQuery 35 β 325.67 ms β 327.84 ms β no change β
β QQuery 36 β 142.01 ms β 134.62 ms β +1.05x faster β
β QQuery 37 β 52.29 ms β 53.37 ms β no change β
β QQuery 38 β 84.01 ms β 86.10 ms β no change β
β QQuery 39 β 261.93 ms β 261.85 ms β no change β
β QQuery 40 β 22.65 ms β 21.27 ms β +1.07x faster β
β QQuery 41 β 19.77 ms β 19.71 ms β no change β
β QQuery 42 β 19.09 ms β 18.88 ms β no change β
βββββββββββββ΄βββββββββββββ΄βββββββββββββ΄ββββββββββββββββ
βββββββββββββββββββββββββββββ³βββββββββββββ
β Benchmark Summary β β
β‘βββββββββββββββββββββββββββββββββββββββββ©
β Total Time (HEAD) β 22017.09ms β
β Total Time (test-21566) β 22261.39ms β
β Average Time (HEAD) β 512.03ms β
β Average Time (test-21566) β 517.71ms β
β Queries Faster β 2 β
β Queries Slower β 0 β
β Queries with No Change β 41 β
β Queries with Failure β 0 β
βββββββββββββββββββββββββββββ΄βββββββββββββ
Distribution per query (min / mean Β±stddev / max):
Comparing HEAD and test-21566
--------------------
Benchmark clickbench_1.json
--------------------
βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ
β Query β HEAD β test-21566 β Change β
β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ©
β QQuery 0 β 0.70 / 1.48 Β±1.52 / 4.52 ms β 0.69 / 1.50 Β±1.54 / 4.58 ms β no change β
β QQuery 1 β 13.64 / 14.26 Β±0.66 / 15.47 ms β 14.16 / 14.84 Β±1.13 / 17.09 ms β no change β
β QQuery 2 β 40.36 / 40.67 Β±0.34 / 41.31 ms β 40.97 / 41.24 Β±0.26 / 41.72 ms β no change β
β QQuery 3 β 36.27 / 37.08 Β±1.06 / 39.18 ms β 36.77 / 37.12 Β±0.21 / 37.38 ms β no change β
β QQuery 4 β 242.12 / 246.58 Β±2.89 / 249.18 ms β 244.88 / 248.99 Β±4.44 / 257.62 ms β no change β
β QQuery 5 β 451.86 / 456.35 Β±5.25 / 465.29 ms β 443.31 / 453.07 Β±6.50 / 459.89 ms β no change β
β QQuery 6 β 0.77 / 0.85 Β±0.15 / 1.15 ms β 0.73 / 0.85 Β±0.15 / 1.14 ms β no change β
β QQuery 7 β 15.62 / 17.20 Β±2.94 / 23.07 ms β 15.86 / 16.34 Β±0.45 / 17.15 ms β +1.05x faster β
β QQuery 8 β 362.89 / 374.40 Β±10.69 / 390.60 ms β 369.41 / 380.32 Β±9.50 / 393.49 ms β no change β
β QQuery 9 β 554.58 / 574.82 Β±18.49 / 599.12 ms β 560.66 / 585.29 Β±23.76 / 617.92 ms β no change β
β QQuery 10 β 84.12 / 86.28 Β±2.20 / 90.16 ms β 86.08 / 86.80 Β±0.74 / 87.82 ms β no change β
β QQuery 11 β 97.71 / 103.70 Β±10.36 / 124.36 ms β 99.70 / 103.78 Β±6.66 / 117.06 ms β no change β
β QQuery 12 β 476.90 / 489.03 Β±15.16 / 517.76 ms β 467.44 / 492.38 Β±19.82 / 525.28 ms β no change β
β QQuery 13 β 475.22 / 493.38 Β±10.85 / 505.27 ms β 473.69 / 493.97 Β±12.56 / 507.14 ms β no change β
β QQuery 14 β 459.00 / 468.72 Β±7.14 / 477.53 ms β 462.45 / 479.58 Β±12.28 / 490.63 ms β no change β
β QQuery 15 β 290.49 / 296.18 Β±5.72 / 306.35 ms β 300.35 / 329.54 Β±26.03 / 373.00 ms β 1.11x slower β
β QQuery 16 β 661.72 / 671.52 Β±11.06 / 687.33 ms β 656.12 / 677.91 Β±17.87 / 709.62 ms β no change β
β QQuery 17 β 661.62 / 667.96 Β±6.11 / 677.92 ms β 660.40 / 693.70 Β±28.30 / 728.61 ms β no change β
β QQuery 18 β 1270.50 / 1285.42 Β±11.35 / 1298.88 ms β 1309.87 / 1317.13 Β±10.19 / 1337.36 ms β no change β
β QQuery 19 β 34.36 / 51.24 Β±16.63 / 73.37 ms β 35.47 / 39.43 Β±5.10 / 48.60 ms β +1.30x faster β
β QQuery 20 β 626.16 / 637.06 Β±8.05 / 648.85 ms β 617.51 / 634.67 Β±17.32 / 666.63 ms β no change β
β QQuery 21 β 636.54 / 644.86 Β±6.54 / 652.79 ms β 641.94 / 653.44 Β±7.61 / 664.95 ms β no change β
β QQuery 22 β 1339.44 / 1357.09 Β±13.85 / 1373.54 ms β 1326.37 / 1361.81 Β±18.44 / 1377.70 ms β no change β
β QQuery 23 β 3043.20 / 3108.38 Β±34.40 / 3144.01 ms β 3149.21 / 3186.15 Β±32.66 / 3243.43 ms β no change β
β QQuery 24 β 120.40 / 131.86 Β±14.74 / 158.34 ms β 124.21 / 130.41 Β±9.83 / 149.98 ms β no change β
β QQuery 25 β 182.44 / 190.76 Β±6.33 / 200.37 ms β 186.70 / 191.75 Β±5.79 / 202.99 ms β no change β
β QQuery 26 β 122.11 / 126.59 Β±4.22 / 132.86 ms β 125.28 / 127.90 Β±3.35 / 134.36 ms β no change β
β QQuery 27 β 610.26 / 628.92 Β±12.84 / 650.00 ms β 614.73 / 643.48 Β±19.31 / 668.63 ms β no change β
β QQuery 28 β 3353.37 / 3408.08 Β±36.58 / 3455.25 ms β 3365.18 / 3388.43 Β±19.40 / 3415.68 ms β no change β
β QQuery 29 β 44.34 / 49.10 Β±6.89 / 62.25 ms β 44.33 / 44.48 Β±0.13 / 44.70 ms β +1.10x faster β
β QQuery 30 β 423.56 / 438.00 Β±13.93 / 458.48 ms β 423.48 / 447.66 Β±23.00 / 485.64 ms β no change β
β QQuery 31 β 379.96 / 409.18 Β±21.22 / 441.94 ms β 384.08 / 408.29 Β±19.56 / 436.57 ms β no change β
β QQuery 32 β 931.79 / 969.57 Β±30.52 / 1024.79 ms β 956.79 / 988.46 Β±22.49 / 1025.18 ms β no change β
β QQuery 33 β 1515.20 / 1560.54 Β±38.52 / 1621.43 ms β 1535.92 / 1569.55 Β±36.76 / 1628.95 ms β no change β
β QQuery 34 β 1530.44 / 1583.20 Β±47.37 / 1671.21 ms β 1562.96 / 1587.97 Β±28.46 / 1635.20 ms β no change β
β QQuery 35 β 325.67 / 359.94 Β±41.71 / 442.11 ms β 327.84 / 343.50 Β±14.61 / 371.05 ms β no change β
β QQuery 36 β 142.01 / 152.02 Β±11.93 / 170.58 ms β 134.62 / 148.30 Β±12.02 / 168.29 ms β no change β
β QQuery 37 β 52.29 / 57.12 Β±3.39 / 62.27 ms β 53.37 / 60.02 Β±6.62 / 72.52 ms β 1.05x slower β
β QQuery 38 β 84.01 / 92.47 Β±5.33 / 97.60 ms β 86.10 / 89.69 Β±3.23 / 95.39 ms β no change β
β QQuery 39 β 261.93 / 277.83 Β±10.67 / 289.40 ms β 261.85 / 280.97 Β±12.39 / 299.92 ms β no change β
β QQuery 40 β 22.65 / 26.00 Β±4.40 / 34.69 ms β 21.27 / 22.32 Β±0.96 / 24.04 ms β +1.16x faster β
β QQuery 41 β 19.77 / 20.95 Β±1.32 / 23.10 ms β 19.71 / 24.58 Β±6.69 / 37.70 ms β 1.17x slower β
β QQuery 42 β 19.09 / 20.95 Β±1.87 / 24.32 ms β 18.88 / 22.03 Β±5.55 / 33.11 ms β 1.05x slower β
βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ
βββββββββββββββββββββββββββββ³βββββββββββββ
β Benchmark Summary β β
β‘βββββββββββββββββββββββββββββββββββββββββ©
β Total Time (HEAD) β 22627.60ms β
β Total Time (test-21566) β 22849.62ms β
β Average Time (HEAD) β 526.22ms β
β Average Time (test-21566) β 531.39ms β
β Queries Faster β 4 β
β Queries Slower β 4 β
β Queries with No Change β 35 β
β Queries with Failure β 0 β
βββββββββββββββββββββββββββββ΄βββββββββββββ
```
</p>
</details>
<details><summary>Resource Usage</summary>
**clickbench_1 β base (merge-base)**
| Metric | Value |
|--------|-------|
| Wall time | 115.0s |
| Peak memory | 10.2 GiB |
| Avg memory | 3.8 GiB |
| CPU user | 1036.7s |
| CPU sys | 73.2s |
| Peak spill | 0 B |
**clickbench_1 β branch**
| Metric | Value |
|--------|-------|
| Wall time | 115.0s |
| Peak memory | 10.4 GiB |
| Avg memory | 3.7 GiB |
| CPU user | 1041.8s |
| CPU sys | 76.6s |
| Peak spill | 0 B |
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
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Re: [PR] DRAFT - 21566 [datafusion]
Posted by "kosiew (via GitHub)" <gi...@apache.org>.
kosiew commented on PR #24161:
URL: https://github.com/apache/datafusion/pull/24161#issuecomment-5215028732
run benchmark clickbench_pushdown
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