adriangbot commented on PR #21931:
URL: https://github.com/apache/datafusion/pull/21931#issuecomment-4345926628

   ๐Ÿค– Benchmark completed (GKE) | 
[trigger](https://github.com/apache/datafusion/pull/21931#issuecomment-4345772857)
   
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
   
   <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 worktree-dynamic-filter-restructure
   --------------------
   Benchmark tpch_sf1.json
   --------------------
   
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Query     โ”ƒ                              HEAD โ”ƒ 
worktree-dynamic-filter-restructure โ”ƒ        Change โ”ƒ
   
โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ QQuery 1  โ”‚    52.05 / 53.47 ยฑ1.27 / 55.54 ms โ”‚      52.46 / 53.78 ยฑ1.30 / 
55.95 ms โ”‚     no change โ”‚
   โ”‚ QQuery 2  โ”‚    43.53 / 45.21 ยฑ1.02 / 46.38 ms โ”‚      44.19 / 47.68 ยฑ1.96 / 
49.75 ms โ”‚  1.05x slower โ”‚
   โ”‚ QQuery 3  โ”‚ 150.12 / 158.75 ยฑ5.93 / 167.47 ms โ”‚   162.14 / 166.32 ยฑ3.24 / 
169.49 ms โ”‚     no change โ”‚
   โ”‚ QQuery 4  โ”‚    37.45 / 38.42 ยฑ0.65 / 39.41 ms โ”‚      37.47 / 39.01 ยฑ1.57 / 
41.51 ms โ”‚     no change โ”‚
   โ”‚ QQuery 5  โ”‚ 250.10 / 260.92 ยฑ8.26 / 270.85 ms โ”‚   482.17 / 490.53 ยฑ6.89 / 
498.80 ms โ”‚  1.88x slower โ”‚
   โ”‚ QQuery 6  โ”‚    37.75 / 38.66 ยฑ1.18 / 40.91 ms โ”‚      37.37 / 38.63 ยฑ0.86 / 
39.76 ms โ”‚     no change โ”‚
   โ”‚ QQuery 7  โ”‚ 355.41 / 367.58 ยฑ9.23 / 383.28 ms โ”‚   299.28 / 302.02 ยฑ2.32 / 
306.23 ms โ”‚ +1.22x faster โ”‚
   โ”‚ QQuery 8  โ”‚ 275.92 / 292.06 ยฑ8.97 / 301.66 ms โ”‚   397.50 / 400.91 ยฑ2.51 / 
404.69 ms โ”‚  1.37x slower โ”‚
   โ”‚ QQuery 9  โ”‚ 307.64 / 313.54 ยฑ3.44 / 317.16 ms โ”‚   503.08 / 513.16 ยฑ8.07 / 
526.26 ms โ”‚  1.64x slower โ”‚
   โ”‚ QQuery 10 โ”‚    90.62 / 92.01 ยฑ1.37 / 94.33 ms โ”‚      92.26 / 93.08 ยฑ0.94 / 
94.78 ms โ”‚     no change โ”‚
   โ”‚ QQuery 11 โ”‚    38.05 / 39.69 ยฑ1.26 / 41.91 ms โ”‚      41.18 / 42.07 ยฑ0.71 / 
43.00 ms โ”‚  1.06x slower โ”‚
   โ”‚ QQuery 12 โ”‚ 136.20 / 148.87 ยฑ7.23 / 156.97 ms โ”‚   156.43 / 160.31 ยฑ2.80 / 
164.44 ms โ”‚  1.08x slower โ”‚
   โ”‚ QQuery 13 โ”‚ 118.32 / 125.06 ยฑ8.53 / 140.29 ms โ”‚   138.64 / 142.22 ยฑ1.91 / 
143.88 ms โ”‚  1.14x slower โ”‚
   โ”‚ QQuery 14 โ”‚    79.33 / 80.29 ยฑ1.00 / 82.11 ms โ”‚   118.86 / 120.90 ยฑ1.58 / 
122.93 ms โ”‚  1.51x slower โ”‚
   โ”‚ QQuery 15 โ”‚    70.79 / 71.76 ยฑ0.78 / 72.92 ms โ”‚      68.56 / 72.13 ยฑ2.14 / 
74.64 ms โ”‚     no change โ”‚
   โ”‚ QQuery 16 โ”‚    52.72 / 54.60 ยฑ1.38 / 56.70 ms โ”‚      51.29 / 54.30 ยฑ1.66 / 
56.01 ms โ”‚     no change โ”‚
   โ”‚ QQuery 17 โ”‚ 289.38 / 294.78 ยฑ5.76 / 302.41 ms โ”‚   155.59 / 157.78 ยฑ1.75 / 
160.34 ms โ”‚ +1.87x faster โ”‚
   โ”‚ QQuery 18 โ”‚ 228.93 / 243.10 ยฑ8.59 / 255.82 ms โ”‚   171.78 / 175.22 ยฑ2.07 / 
178.18 ms โ”‚ +1.39x faster โ”‚
   โ”‚ QQuery 19 โ”‚    44.33 / 45.59 ยฑ0.80 / 46.55 ms โ”‚      44.85 / 45.29 ยฑ0.41 / 
45.81 ms โ”‚     no change โ”‚
   โ”‚ QQuery 20 โ”‚ 151.21 / 157.23 ยฑ5.36 / 166.85 ms โ”‚      87.82 / 89.43 ยฑ1.11 / 
90.61 ms โ”‚ +1.76x faster โ”‚
   โ”‚ QQuery 21 โ”‚ 217.93 / 233.27 ยฑ9.60 / 247.64 ms โ”‚   375.11 / 377.42 ยฑ1.62 / 
379.55 ms โ”‚  1.62x slower โ”‚
   โ”‚ QQuery 22 โ”‚    52.66 / 54.19 ยฑ1.64 / 57.34 ms โ”‚      51.94 / 53.94 ยฑ1.32 / 
56.07 ms โ”‚     no change โ”‚
   
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Benchmark Summary                                  โ”ƒ           โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ Total Time (HEAD)                                  โ”‚ 3209.06ms โ”‚
   โ”‚ Total Time (worktree-dynamic-filter-restructure)   โ”‚ 3636.15ms โ”‚
   โ”‚ Average Time (HEAD)                                โ”‚  145.87ms โ”‚
   โ”‚ Average Time (worktree-dynamic-filter-restructure) โ”‚  165.28ms โ”‚
   โ”‚ Queries Faster                                     โ”‚         4 โ”‚
   โ”‚ Queries Slower                                     โ”‚         9 โ”‚
   โ”‚ Queries with No Change                             โ”‚         9 โ”‚
   โ”‚ Queries with Failure                               โ”‚         0 โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   ```
   
   </p>
   </details>
   
   <details><summary>Resource Usage</summary>
   
   **tpch โ€” base (merge-base)**
   | Metric | Value |
   |--------|-------|
   | Wall time | 20.0s |
   | Peak memory | 6.2 GiB |
   | Avg memory | 5.4 GiB |
   | CPU user | 140.0s |
   | CPU sys | 3.4s |
   | Peak spill | 0 B |
   
   **tpch โ€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 20.0s |
   | Peak memory | 5.9 GiB |
   | Avg memory | 5.3 GiB |
   | CPU user | 149.8s |
   | CPU sys | 3.7s |
   | Peak spill | 0 B |
   
   </details>
   
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) 
against this benchmark runner


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