adriangbot commented on PR #23701:
URL: https://github.com/apache/datafusion/pull/23701#issuecomment-5023471756

   ๐Ÿค– Benchmark completed (GKE) | 
[trigger](https://github.com/apache/datafusion/pull/23701#issuecomment-5023278971)
   
   **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 qizhu_help-22384-rebase
   --------------------
   Benchmark hj.json
   --------------------
   
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”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”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”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Query                                                               โ”ƒ      
                         HEAD โ”ƒ            qizhu_help-22384-rebase 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”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”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_density=1_prob_hit=1_25*1.5M                               โ”‚      
  2.05 / 2.37 ยฑ0.47 / 3.31 ms โ”‚        2.28 / 2.65 ยฑ0.38 / 3.20 ms โ”‚  1.12x 
slower โ”‚
   โ”‚ QQuery 2_density=0.026_prob_hit=1_25*1.5M                           โ”‚      
  4.17 / 4.32 ยฑ0.19 / 4.70 ms โ”‚        4.46 / 4.55 ยฑ0.12 / 4.78 ms โ”‚  1.05x 
slower โ”‚
   โ”‚ QQuery 3_density=1_prob_hit=1_100K*60M                              โ”‚     
85.12 / 86.95 ยฑ1.42 / 89.05 ms โ”‚     89.75 / 90.48 ยฑ0.59 / 91.23 ms โ”‚     no 
change โ”‚
   โ”‚ QQuery 4_density=1_prob_hit=0.1_100K*60M                            โ”‚  
195.47 / 199.45 ยฑ3.80 / 205.34 ms โ”‚  193.88 / 196.35 ยฑ2.26 / 200.42 ms โ”‚     no 
change โ”‚
   โ”‚ QQuery 5_density=0.75_prob_hit=1_100K*60M                           โ”‚ 
708.59 / 723.16 ยฑ12.08 / 737.35 ms โ”‚ 701.78 / 721.07 ยฑ13.69 / 740.04 ms โ”‚     
no change โ”‚
   โ”‚ QQuery 6_density=0.75_prob_hit=0.1_100K*60M                         โ”‚ 
278.60 / 305.07 ยฑ26.86 / 342.72 ms โ”‚ 276.39 / 289.31 ยฑ15.95 / 318.75 ms โ”‚ 
+1.05x faster โ”‚
   โ”‚ QQuery 7_density=0.5_prob_hit=1_100K*60M                            โ”‚ 
854.92 / 878.03 ยฑ26.82 / 929.46 ms โ”‚ 690.25 / 709.54 ยฑ16.08 / 739.26 ms โ”‚ 
+1.24x faster โ”‚
   โ”‚ QQuery 8_density=0.5_prob_hit=0.1_100K*60M                          โ”‚  
273.85 / 280.62 ยฑ6.01 / 291.20 ms โ”‚ 253.19 / 272.70 ยฑ15.72 / 295.18 ms โ”‚     no 
change โ”‚
   โ”‚ QQuery 9_density=0.2_prob_hit=1_100K*60M                            โ”‚ 
779.58 / 863.34 ยฑ43.61 / 904.35 ms โ”‚ 728.75 / 794.98 ยฑ47.20 / 857.73 ms โ”‚ 
+1.09x faster โ”‚
   โ”‚ QQuery 10_density=0.2_prob_hit=0.1_100K*60M                         โ”‚ 
250.70 / 266.21 ยฑ15.79 / 291.76 ms โ”‚ 251.56 / 266.68 ยฑ19.96 / 303.09 ms โ”‚     
no change โ”‚
   โ”‚ QQuery 11_density=0.1_prob_hit=1_100K*60M                           โ”‚ 
736.48 / 785.19 ยฑ40.46 / 841.92 ms โ”‚  713.84 / 723.59 ยฑ8.27 / 738.51 ms โ”‚ 
+1.09x faster โ”‚
   โ”‚ QQuery 12_density=0.1_prob_hit=0.1_100K*60M                         โ”‚ 
283.04 / 300.61 ยฑ16.67 / 323.53 ms โ”‚ 250.72 / 266.16 ยฑ11.18 / 278.53 ms โ”‚ 
+1.13x faster โ”‚
   โ”‚ QQuery 13_density=0.01_prob_hit=1_100K*60M                          โ”‚ 
725.32 / 801.91 ยฑ61.86 / 889.98 ms โ”‚ 714.10 / 730.91 ยฑ15.03 / 758.37 ms โ”‚ 
+1.10x faster โ”‚
   โ”‚ QQuery 14_density=0.01_prob_hit=0.1_100K*60M                        โ”‚ 
282.99 / 299.09 ยฑ15.67 / 326.55 ms โ”‚ 281.87 / 318.24 ยฑ33.22 / 370.68 ms โ”‚  
1.06x slower โ”‚
   โ”‚ QQuery 15_density=0.2_prob_hit=0.1_100K_(20%_dups)*60M              โ”‚ 
255.45 / 274.01 ยฑ33.80 / 341.51 ms โ”‚ 275.17 / 309.55 ยฑ43.34 / 394.87 ms โ”‚  
1.13x slower โ”‚
   โ”‚ QQuery 16_density=1_prob_hit=1_25*1.5M_RightSemi                    โ”‚      
  2.37 / 2.52 ยฑ0.10 / 2.68 ms โ”‚        2.79 / 2.93 ยฑ0.12 / 3.06 ms โ”‚  1.16x 
slower โ”‚
   โ”‚ QQuery 17_density=1_prob_hit=1_100K*60M_RightSemi                   โ”‚  
90.50 / 101.31 ยฑ19.33 / 139.91 ms โ”‚ 100.66 / 111.17 ยฑ11.60 / 130.38 ms โ”‚  1.10x 
slower โ”‚
   โ”‚ QQuery 18_density=1_prob_hit=0.1_100K*60M_RightSemi                 โ”‚ 
103.27 / 109.32 ยฑ11.44 / 132.20 ms โ”‚ 139.24 / 147.40 ยฑ13.93 / 175.21 ms โ”‚  
1.35x slower โ”‚
   โ”‚ QQuery 19_density=1_prob_hit=1_25*1.5M_RightAnti                    โ”‚      
  1.92 / 2.00 ยฑ0.05 / 2.07 ms โ”‚        2.05 / 2.10 ยฑ0.05 / 2.20 ms โ”‚     no 
change โ”‚
   โ”‚ QQuery 20_density=1_prob_hit=1_100K*60M_RightAnti                   โ”‚     
80.58 / 81.06 ยฑ0.59 / 82.19 ms โ”‚     79.83 / 80.58 ยฑ0.49 / 81.25 ms โ”‚     no 
change โ”‚
   โ”‚ QQuery 21_density=1_prob_hit=0.1_100K*60M_RightAnti                 โ”‚  
116.60 / 117.36 ยฑ0.54 / 118.14 ms โ”‚  113.96 / 115.61 ยฑ1.46 / 118.35 ms โ”‚     no 
change โ”‚
   โ”‚ QQuery 22_density=1_prob_hit=0.01_100K_(fanout_100)*60M_RightSemi   โ”‚     
92.49 / 94.37 ยฑ1.48 / 96.23 ms โ”‚   99.39 / 100.52 ยฑ1.07 / 101.90 ms โ”‚  1.07x 
slower โ”‚
   โ”‚ QQuery 23_density=1_prob_hit=1_32K_(fanout~78)*2.3M_long_keys_count โ”‚  
165.18 / 166.87 ยฑ2.11 / 171.03 ms โ”‚ 161.51 / 198.76 ยฑ19.10 / 214.64 ms โ”‚  1.19x 
slower โ”‚
   
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€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”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”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”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”ฉ
   โ”‚ Total Time (HEAD)                      โ”‚ 6745.12ms โ”‚
   โ”‚ Total Time (qizhu_help-22384-rebase)   โ”‚ 6455.80ms โ”‚
   โ”‚ Average Time (HEAD)                    โ”‚  293.27ms โ”‚
   โ”‚ Average Time (qizhu_help-22384-rebase) โ”‚  280.69ms โ”‚
   โ”‚ Queries Faster                         โ”‚         6 โ”‚
   โ”‚ Queries Slower                         โ”‚         9 โ”‚
   โ”‚ Queries with No Change                 โ”‚         8 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”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   ```
   
   </p>
   </details>
   
   <details><summary>Resource Usage</summary>
   
   **hj โ€” base (merge-base)**
   | Metric | Value |
   |--------|-------|
   | Wall time | 35.0s |
   | Peak memory | 2.6 GiB |
   | Avg memory | 1.4 GiB |
   | CPU user | 346.4s |
   | CPU sys | 11.7s |
   | Peak spill | 0 B |
   
   **hj โ€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 35.0s |
   | Peak memory | 2.0 GiB |
   | Avg memory | 1.3 GiB |
   | CPU user | 328.0s |
   | CPU sys | 11.1s |
   | Peak spill | 0 B |
   
   </details>
   
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) 
against this benchmark runner


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