adriangbot commented on PR #23492:
URL: https://github.com/apache/datafusion/pull/23492#issuecomment-4951398154

   ๐Ÿค– Benchmark completed (GKE) | 
[trigger](https://github.com/apache/datafusion/pull/23492#issuecomment-4951351156)
   
   **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 codex_parquet-pushdecoder-prefetch
   --------------------
   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”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”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     
codex_parquet-pushdecoder-prefetch 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”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ QQuery 1  โ”‚     479.77 / 578.09 ยฑ66.67 / 664.69 ms โ”‚     480.98 / 563.31 
ยฑ63.29 / 665.32 ms โ”‚     no change โ”‚
   โ”‚ QQuery 2  โ”‚     869.75 / 900.47 ยฑ25.12 / 924.91 ms โ”‚     868.59 / 917.48 
ยฑ45.71 / 986.46 ms โ”‚     no change โ”‚
   โ”‚ QQuery 3  โ”‚   997.01 / 1078.25 ยฑ44.22 / 1128.56 ms โ”‚   922.05 / 1005.56 
ยฑ70.50 / 1110.20 ms โ”‚ +1.07x faster โ”‚
   โ”‚ QQuery 4  โ”‚     693.83 / 807.83 ยฑ70.93 / 904.82 ms โ”‚     673.43 / 767.51 
ยฑ79.95 / 882.60 ms โ”‚     no change โ”‚
   โ”‚ QQuery 5  โ”‚ 1064.07 / 1204.92 ยฑ110.42 / 1320.30 ms โ”‚ 1054.89 / 1260.78 
ยฑ168.11 / 1495.01 ms โ”‚     no change โ”‚
   โ”‚ QQuery 6  โ”‚     552.40 / 618.41 ยฑ40.98 / 681.45 ms โ”‚     532.99 / 603.29 
ยฑ65.42 / 726.94 ms โ”‚     no change โ”‚
   โ”‚ QQuery 7  โ”‚   985.66 / 1124.43 ยฑ99.59 / 1256.48 ms โ”‚ 1003.43 / 1165.37 
ยฑ127.60 / 1337.93 ms โ”‚     no change โ”‚
   โ”‚ QQuery 8  โ”‚ 1121.93 / 1278.46 ยฑ125.22 / 1504.58 ms โ”‚ 1138.03 / 1327.67 
ยฑ153.70 / 1584.09 ms โ”‚     no change โ”‚
   โ”‚ QQuery 9  โ”‚ 1086.57 / 1229.57 ยฑ111.14 / 1396.04 ms โ”‚ 1129.25 / 1261.83 
ยฑ140.25 / 1518.43 ms โ”‚     no change โ”‚
   โ”‚ QQuery 10 โ”‚    886.67 / 972.76 ยฑ71.07 / 1086.68 ms โ”‚    866.68 / 961.30 
ยฑ64.00 / 1028.99 ms โ”‚     no change โ”‚
   โ”‚ QQuery 11 โ”‚     758.53 / 832.44 ยฑ92.31 / 998.05 ms โ”‚     717.49 / 811.78 
ยฑ65.76 / 897.82 ms โ”‚     no change โ”‚
   โ”‚ QQuery 12 โ”‚     742.56 / 800.17 ยฑ48.56 / 859.39 ms โ”‚     746.31 / 823.43 
ยฑ52.19 / 877.31 ms โ”‚     no change โ”‚
   โ”‚ QQuery 13 โ”‚     404.31 / 443.49 ยฑ23.13 / 468.54 ms โ”‚     399.76 / 440.77 
ยฑ32.99 / 483.94 ms โ”‚     no change โ”‚
   โ”‚ QQuery 14 โ”‚     564.86 / 673.59 ยฑ72.95 / 785.46 ms โ”‚     597.19 / 698.79 
ยฑ71.64 / 803.68 ms โ”‚     no change โ”‚
   โ”‚ QQuery 15 โ”‚  1152.59 / 1249.81 ยฑ68.72 / 1357.13 ms โ”‚  1147.63 / 1241.72 
ยฑ66.30 / 1332.32 ms โ”‚     no change โ”‚
   โ”‚ QQuery 16 โ”‚     325.71 / 423.52 ยฑ80.66 / 549.14 ms โ”‚     325.89 / 390.94 
ยฑ33.10 / 416.04 ms โ”‚ +1.08x faster โ”‚
   โ”‚ QQuery 17 โ”‚ 1086.15 / 1285.10 ยฑ126.96 / 1469.75 ms โ”‚  1084.88 / 1230.63 
ยฑ96.64 / 1382.79 ms โ”‚     no change โ”‚
   โ”‚ QQuery 18 โ”‚  1320.64 / 1501.35 ยฑ93.37 / 1590.61 ms โ”‚ 1421.99 / 1535.79 
ยฑ101.52 / 1659.19 ms โ”‚     no change โ”‚
   โ”‚ QQuery 19 โ”‚     584.26 / 668.49 ยฑ55.29 / 740.05 ms โ”‚     568.22 / 628.94 
ยฑ34.71 / 673.08 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 20 โ”‚  1001.82 / 1062.33 ยฑ53.74 / 1145.33 ms โ”‚   916.26 / 1026.74 
ยฑ76.37 / 1140.60 ms โ”‚     no change โ”‚
   โ”‚ QQuery 21 โ”‚  2002.19 / 2076.32 ยฑ67.95 / 2202.92 ms โ”‚ 2024.62 / 2234.73 
ยฑ158.29 / 2460.76 ms โ”‚  1.08x slower โ”‚
   โ”‚ QQuery 22 โ”‚     513.82 / 560.19 ยฑ33.21 / 601.83 ms โ”‚     524.30 / 553.38 
ยฑ19.45 / 584.46 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”€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”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”ณโ”โ”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”‚ 21370.03ms โ”‚
   โ”‚ Total Time (codex_parquet-pushdecoder-prefetch)   โ”‚ 21451.73ms โ”‚
   โ”‚ Average Time (HEAD)                               โ”‚   971.36ms โ”‚
   โ”‚ Average Time (codex_parquet-pushdecoder-prefetch) โ”‚   975.08ms โ”‚
   โ”‚ Queries Faster                                    โ”‚          3 โ”‚
   โ”‚ Queries Slower                                    โ”‚          1 โ”‚
   โ”‚ Queries with No Change                            โ”‚         18 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”ดโ”€โ”€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 | 110.0s |
   | Peak memory | 837.0 MiB |
   | Avg memory | 411.3 MiB |
   | CPU user | 30.4s |
   | CPU sys | 3.6s |
   | Peak spill | 0 B |
   
   **tpch โ€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 110.0s |
   | Peak memory | 814.3 MiB |
   | Avg memory | 420.6 MiB |
   | CPU user | 30.3s |
   | 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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