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Posted to github@datafusion.apache.org by "kosiew (via GitHub)" <gi...@apache.org> on 2026/08/10 09:21:11 UTC
[PR] DRAFT - investigate 21566 [datafusion]
kosiew opened a new pull request, #24213:
URL: https://github.com/apache/datafusion/pull/24213
## Investigate benchmark difference between
v1 - https://github.com/apache/datafusion/pull/21566#issuecomment-5018685664
v2 - https://github.com/apache/datafusion/pull/21566#issuecomment-5214735328
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Re: [PR] DRAFT - investigate 21566 [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #24213:
URL: https://github.com/apache/datafusion/pull/24213#issuecomment-5238313288
π€ Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/24213#issuecomment-5238282076)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5238282076-1510-q7q76 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 old-main-21566 (efa00c27d0443a2fa8a0ecf54703a7adbcb5a921) to 308e212 (merge-base) [diff](https://github.com/apache/datafusion/compare/308e21226ee4d96db4a5dc4778f99197d3eb3342..efa00c27d0443a2fa8a0ecf54703a7adbcb5a921)
<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 - investigate 21566 [datafusion]
Posted by "kosiew (via GitHub)" <gi...@apache.org>.
kosiew closed pull request #24213: DRAFT - investigate 21566
URL: https://github.com/apache/datafusion/pull/24213
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Re: [PR] DRAFT - investigate 21566 [datafusion]
Posted by "kosiew (via GitHub)" <gi...@apache.org>.
kosiew commented on PR #24213:
URL: https://github.com/apache/datafusion/pull/24213#issuecomment-5238282076
run benchmark clickbench_pushdown
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Re: [PR] DRAFT - investigate 21566 [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #24213:
URL: https://github.com/apache/datafusion/pull/24213#issuecomment-5238381709
Benchmark for [this request](https://github.com/apache/datafusion/pull/24213#issuecomment-5238356542) failed.
<details><summary>Run configuration</summary>
```yaml
run benchmark clickbench_pushdown
```
</details>
Last 20 lines of output:
<details><summary>Click to expand</summary>
```
* [new tag] 48.0.0-rc1 -> 48.0.0-rc1
* [new tag] 48.0.0-rc2 -> 48.0.0-rc2
* [new tag] 5.0.0 -> 5.0.0
* [new tag] 5.0.0-rc1 -> 5.0.0-rc1
* [new tag] 5.0.0-rc3 -> 5.0.0-rc3
* [new tag] 6.0.0 -> 6.0.0
* [new tag] 6.0.0-rc0 -> 6.0.0-rc0
* [new tag] 7.0.0 -> 7.0.0
* [new tag] 7.0.0-rc2 -> 7.0.0-rc2
* [new tag] 8.0.0 -> 8.0.0
* [new tag] 8.0.0-rc1 -> 8.0.0-rc1
* [new tag] 8.0.0-rc2 -> 8.0.0-rc2
* [new tag] 9.0.0 -> 9.0.0
* [new tag] 9.0.0-rc1 -> 9.0.0-rc1
* [new tag] ballista-0.5.0 -> ballista-0.5.0
* [new tag] ballista-0.6.0 -> ballista-0.6.0
* [new tag] ballista-0.7.0 -> ballista-0.7.0
* [new tag] python-0.3.0 -> python-0.3.0
* [new tag] python-0.4.0 -> python-0.4.0
Switched to branch 'old-main-21566'
```
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
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Re: [PR] DRAFT - investigate 21566 [datafusion]
Posted by "kosiew (via GitHub)" <gi...@apache.org>.
kosiew commented on PR #24213:
URL: https://github.com/apache/datafusion/pull/24213#issuecomment-5238356542
run benchmark clickbench_pushdown
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Re: [PR] DRAFT - investigate 21566 [datafusion]
Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #24213:
URL: https://github.com/apache/datafusion/pull/24213#issuecomment-5238537650
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24213#issuecomment-5238282076)
**Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
Comparing old-main-21566 (efa00c27d0443a2fa8a0ecf54703a7adbcb5a921) to 308e212 (merge-base) [diff](https://github.com/apache/datafusion/compare/308e21226ee4d96db4a5dc4778f99197d3eb3342..efa00c27d0443a2fa8a0ecf54703a7adbcb5a921)
<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 old-main-21566
--------------------
Benchmark clickbench_pushdown.json
--------------------
βββββββββββββ³βββββββββββββ³βββββββββββββββββ³βββββββββββββββ
β Query β HEAD β old-main-21566 β Change β
β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ©
β QQuery 0 β 1.07 ms β 1.05 ms β no change β
β QQuery 1 β 9.32 ms β 9.29 ms β no change β
β QQuery 2 β 24.84 ms β 24.80 ms β no change β
β QQuery 3 β 21.36 ms β 21.26 ms β no change β
β QQuery 4 β 138.24 ms β 140.76 ms β no change β
β QQuery 5 β 190.37 ms β 184.56 ms β no change β
β QQuery 6 β 1.10 ms β 1.08 ms β no change β
β QQuery 7 β 11.65 ms β 11.56 ms β no change β
β QQuery 8 β 202.38 ms β 205.17 ms β no change β
β QQuery 9 β 266.35 ms β 259.41 ms β no change β
β QQuery 10 β 64.57 ms β 64.15 ms β no change β
β QQuery 11 β 72.06 ms β 71.63 ms β no change β
β QQuery 12 β 198.81 ms β 202.00 ms β no change β
β QQuery 13 β 265.72 ms β 267.80 ms β no change β
β QQuery 14 β 215.25 ms β 215.70 ms β no change β
β QQuery 15 β 164.01 ms β 165.84 ms β no change β
β QQuery 16 β 373.56 ms β 378.28 ms β no change β
β QQuery 17 β 371.63 ms β 376.93 ms β no change β
β QQuery 18 β 742.75 ms β 729.18 ms β no change β
β QQuery 19 β 19.44 ms β 19.15 ms β no change β
β QQuery 20 β 381.87 ms β 378.45 ms β no change β
β QQuery 21 β 394.19 ms β 401.87 ms β no change β
β QQuery 22 β 623.26 ms β 616.65 ms β no change β
β QQuery 23 β 102.12 ms β 102.45 ms β no change β
β QQuery 24 β 24.45 ms β 24.31 ms β no change β
β QQuery 25 β 111.09 ms β 109.02 ms β no change β
β QQuery 26 β 34.09 ms β 33.67 ms β no change β
β QQuery 27 β 427.38 ms β 434.19 ms β no change β
β QQuery 28 β 1935.12 ms β 1944.88 ms β no change β
β QQuery 29 β 32.38 ms β 32.38 ms β no change β
β QQuery 30 β 206.82 ms β 209.65 ms β no change β
β QQuery 31 β 194.40 ms β 190.13 ms β no change β
β QQuery 32 β 542.40 ms β 542.14 ms β no change β
β QQuery 33 β 839.56 ms β 849.82 ms β no change β
β QQuery 34 β 881.60 ms β 871.77 ms β no change β
β QQuery 35 β 173.43 ms β 171.79 ms β no change β
β QQuery 36 β 66.80 ms β 64.06 ms β no change β
β QQuery 37 β 35.26 ms β 40.77 ms β 1.16x slower β
β QQuery 38 β 33.16 ms β 33.11 ms β no change β
β QQuery 39 β 125.62 ms β 131.37 ms β no change β
β QQuery 40 β 16.80 ms β 16.79 ms β no change β
β QQuery 41 β 15.71 ms β 15.74 ms β no change β
β QQuery 42 β 13.62 ms β 13.69 ms β no change β
βββββββββββββ΄βββββββββββββ΄βββββββββββββββββ΄βββββββββββββββ
βββββββββββββββββββββββββββββββββ³βββββββββββββ
β Benchmark Summary β β
β‘βββββββββββββββββββββββββββββββββββββββββββββ©
β Total Time (HEAD) β 10565.59ms β
β Total Time (old-main-21566) β 10578.31ms β
β Average Time (HEAD) β 245.71ms β
β Average Time (old-main-21566) β 246.01ms 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
βββββββββββββββββββββββββββββββββ΄βββββββββββββ
Distribution per query (min / mean Β±stddev / max):
Comparing HEAD and old-main-21566
--------------------
Benchmark clickbench_pushdown.json
--------------------
βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ
β Query β HEAD β old-main-21566 β Change β
β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ©
β QQuery 0 β 1.07 / 2.91 Β±3.59 / 10.09 ms β 1.05 / 2.80 Β±3.43 / 9.67 ms β no change β
β QQuery 1 β 9.32 / 9.48 Β±0.12 / 9.69 ms β 9.29 / 9.42 Β±0.07 / 9.49 ms β no change β
β QQuery 2 β 24.84 / 25.21 Β±0.32 / 25.66 ms β 24.80 / 25.02 Β±0.25 / 25.38 ms β no change β
β QQuery 3 β 21.36 / 21.68 Β±0.41 / 22.47 ms β 21.26 / 21.41 Β±0.13 / 21.61 ms β no change β
β QQuery 4 β 138.24 / 143.08 Β±3.19 / 147.26 ms β 140.76 / 142.86 Β±2.02 / 146.37 ms β no change β
β QQuery 5 β 190.37 / 193.40 Β±2.76 / 197.97 ms β 184.56 / 191.24 Β±4.58 / 196.61 ms β no change β
β QQuery 6 β 1.10 / 1.22 Β±0.18 / 1.57 ms β 1.08 / 1.21 Β±0.21 / 1.62 ms β no change β
β QQuery 7 β 11.65 / 11.86 Β±0.17 / 12.16 ms β 11.56 / 11.71 Β±0.11 / 11.87 ms β no change β
β QQuery 8 β 202.38 / 204.57 Β±1.95 / 207.82 ms β 205.17 / 206.31 Β±1.08 / 207.75 ms β no change β
β QQuery 9 β 266.35 / 272.72 Β±4.06 / 277.07 ms β 259.41 / 276.30 Β±13.12 / 299.12 ms β no change β
β QQuery 10 β 64.57 / 65.46 Β±0.63 / 66.50 ms β 64.15 / 64.98 Β±0.61 / 66.01 ms β no change β
β QQuery 11 β 72.06 / 73.02 Β±0.84 / 74.35 ms β 71.63 / 72.29 Β±0.37 / 72.59 ms β no change β
β QQuery 12 β 198.81 / 205.70 Β±5.61 / 214.60 ms β 202.00 / 209.69 Β±5.86 / 217.64 ms β no change β
β QQuery 13 β 265.72 / 274.42 Β±11.14 / 294.68 ms β 267.80 / 280.64 Β±15.71 / 310.71 ms β no change β
β QQuery 14 β 215.25 / 221.24 Β±3.89 / 227.06 ms β 215.70 / 221.23 Β±4.45 / 228.00 ms β no change β
β QQuery 15 β 164.01 / 167.37 Β±3.25 / 172.28 ms β 165.84 / 179.58 Β±13.10 / 202.49 ms β 1.07x slower β
β QQuery 16 β 373.56 / 384.28 Β±12.44 / 408.42 ms β 378.28 / 385.96 Β±8.35 / 400.21 ms β no change β
β QQuery 17 β 371.63 / 378.20 Β±5.36 / 387.05 ms β 376.93 / 386.62 Β±5.94 / 393.70 ms β no change β
β QQuery 18 β 742.75 / 753.94 Β±10.73 / 773.02 ms β 729.18 / 770.93 Β±29.85 / 818.06 ms β no change β
β QQuery 19 β 19.44 / 19.57 Β±0.09 / 19.70 ms β 19.15 / 28.27 Β±17.58 / 63.43 ms β 1.44x slower β
β QQuery 20 β 381.87 / 387.51 Β±5.38 / 395.84 ms β 378.45 / 401.96 Β±14.53 / 418.89 ms β no change β
β QQuery 21 β 394.19 / 399.91 Β±7.12 / 413.14 ms β 401.87 / 419.78 Β±11.24 / 435.34 ms β no change β
β QQuery 22 β 623.26 / 632.36 Β±7.72 / 643.68 ms β 616.65 / 628.92 Β±7.35 / 635.66 ms β no change β
β QQuery 23 β 102.12 / 107.10 Β±4.02 / 112.98 ms β 102.45 / 106.11 Β±2.92 / 109.51 ms β no change β
β QQuery 24 β 24.45 / 26.29 Β±1.84 / 29.42 ms β 24.31 / 33.94 Β±18.76 / 71.46 ms β 1.29x slower β
β QQuery 25 β 111.09 / 114.21 Β±3.26 / 120.11 ms β 109.02 / 111.09 Β±1.13 / 112.24 ms β no change β
β QQuery 26 β 34.09 / 34.98 Β±0.92 / 36.68 ms β 33.67 / 37.25 Β±4.85 / 46.75 ms β 1.06x slower β
β QQuery 27 β 427.38 / 436.14 Β±7.78 / 450.53 ms β 434.19 / 454.04 Β±15.22 / 480.55 ms β no change β
β QQuery 28 β 1935.12 / 1955.99 Β±12.49 / 1974.45 ms β 1944.88 / 1969.54 Β±15.64 / 1987.27 ms β no change β
β QQuery 29 β 32.38 / 38.85 Β±9.39 / 56.75 ms β 32.38 / 45.89 Β±16.53 / 77.35 ms β 1.18x slower β
β QQuery 30 β 206.82 / 217.98 Β±9.96 / 235.82 ms β 209.65 / 216.22 Β±5.27 / 224.27 ms β no change β
β QQuery 31 β 194.40 / 201.43 Β±3.62 / 204.23 ms β 190.13 / 203.73 Β±9.38 / 218.87 ms β no change β
β QQuery 32 β 542.40 / 555.98 Β±20.61 / 596.87 ms β 542.14 / 559.48 Β±12.55 / 580.63 ms β no change β
β QQuery 33 β 839.56 / 856.63 Β±12.17 / 876.95 ms β 849.82 / 883.73 Β±35.09 / 941.28 ms β no change β
β QQuery 34 β 881.60 / 891.28 Β±12.18 / 914.87 ms β 871.77 / 883.68 Β±10.68 / 897.54 ms β no change β
β QQuery 35 β 173.43 / 193.03 Β±22.01 / 227.21 ms β 171.79 / 183.40 Β±9.25 / 195.91 ms β no change β
β QQuery 36 β 66.80 / 70.61 Β±2.91 / 74.20 ms β 64.06 / 66.54 Β±1.78 / 69.07 ms β +1.06x faster β
β QQuery 37 β 35.26 / 37.62 Β±2.09 / 41.43 ms β 40.77 / 49.59 Β±12.48 / 74.34 ms β 1.32x slower β
β QQuery 38 β 33.16 / 37.49 Β±3.38 / 41.52 ms β 33.11 / 35.88 Β±1.49 / 37.07 ms β no change β
β QQuery 39 β 125.62 / 135.87 Β±8.42 / 146.55 ms β 131.37 / 140.22 Β±6.61 / 146.23 ms β no change β
β QQuery 40 β 16.80 / 17.22 Β±0.40 / 17.87 ms β 16.79 / 19.15 Β±2.93 / 24.91 ms β 1.11x slower β
β QQuery 41 β 15.71 / 16.43 Β±0.92 / 18.23 ms β 15.74 / 16.00 Β±0.22 / 16.30 ms β no change β
β QQuery 42 β 13.62 / 16.16 Β±4.76 / 25.69 ms β 13.69 / 15.21 Β±2.51 / 20.20 ms β +1.06x faster β
βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ
βββββββββββββββββββββββββββββββββ³βββββββββββββ
β Benchmark Summary β β
β‘βββββββββββββββββββββββββββββββββββββββββββββ©
β Total Time (HEAD) β 10810.40ms β
β Total Time (old-main-21566) β 10969.81ms β
β Average Time (HEAD) β 251.40ms β
β Average Time (old-main-21566) β 255.11ms β
β Queries Faster β 2 β
β Queries Slower β 7 β
β Queries with No Change β 34 β
β Queries with Failure β 0 β
βββββββββββββββββββββββββββββββββ΄βββββββββββββ
```
</p>
</details>
<details><summary>Resource Usage</summary>
**clickbench_pushdown β base (merge-base)**
| Metric | Value |
|--------|-------|
| Wall time | 55.0s |
| Peak memory | 8.8 GiB |
| Avg memory | 3.9 GiB |
| CPU user | 513.6s |
| CPU sys | 31.7s |
| Peak spill | 0 B |
**clickbench_pushdown β branch**
| Metric | Value |
|--------|-------|
| Wall time | 60.0s |
| Peak memory | 8.4 GiB |
| Avg memory | 3.4 GiB |
| CPU user | 513.9s |
| CPU sys | 34.3s |
| Peak spill | 0 B |
</details>
---
[File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner
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