github-actions[bot] commented on PR #5728:
URL: https://github.com/apache/texera/pull/5728#issuecomment-4710838096

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `891d2ad` benchmarked on **this same runner**, so 
the delta is largely free of cross-runner hardware noise. The "7d avg" column 
still reflects the gh-pages dashboard. Treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/27565463712)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 406 | 0.248 | 23,267/35,078/35,078 us | 🔴 +5.3% / 
⚪ within ±5% |
   | 🟢 | bs=100 sw=10 sl=64 | 812 | 0.495 | 120,909/144,168/144,168 us | 🟢 
-9.8% / 🔴 -9.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 943 | 0.575 | 1,065,812/1,098,107/1,098,107 us | 
⚪ within ±5% / 🔴 +9.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `891d2ad` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 406 tuples/sec | 408 tuples/sec | 410.82 
tuples/sec | -0.5% | -1.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.248 MB/s | 0.249 MB/s | 0.251 MB/s | -0.4% | 
-1.1% |
   | bs=10 sw=10 sl=64 | p50 | 23,267 us | 24,247 us | 23,785 us | -4.0% | 
-2.2% |
   | bs=10 sw=10 sl=64 | p95 | 35,078 us | 33,324 us | 34,980 us | +5.3% | 
+0.3% |
   | bs=10 sw=10 sl=64 | p99 | 35,078 us | 33,324 us | 34,980 us | +5.3% | 
+0.3% |
   | bs=100 sw=10 sl=64 | throughput | 812 tuples/sec | 810 tuples/sec | 891.94 
tuples/sec | +0.2% | -9.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.495 MB/s | 0.494 MB/s | 0.544 MB/s | +0.2% | 
-9.1% |
   | bs=100 sw=10 sl=64 | p50 | 120,909 us | 121,146 us | 112,277 us | -0.2% | 
+7.7% |
   | bs=100 sw=10 sl=64 | p95 | 144,168 us | 159,888 us | 139,802 us | -9.8% | 
+3.1% |
   | bs=100 sw=10 sl=64 | p99 | 144,168 us | 159,888 us | 139,802 us | -9.8% | 
+3.1% |
   | bs=1000 sw=10 sl=64 | throughput | 943 tuples/sec | 961 tuples/sec | 1,041 
tuples/sec | -1.9% | -9.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.575 MB/s | 0.586 MB/s | 0.635 MB/s | -1.9% 
| -9.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,065,812 us | 1,044,052 us | 972,714 us | 
+2.1% | +9.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,098,107 us | 1,097,550 us | 1,023,057 us | 
+0.1% | +7.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,098,107 us | 1,097,550 us | 1,023,057 us | 
+0.1% | +7.3% |
   
   </details>
   
   <details><summary>Raw CSV</summary>
   
   ```csv
   
config_idx,batch_size,schema_width,string_len,num_batches,total_ms,total_tuples,total_bytes,tuples_per_sec,mb_per_sec,lat_p50_us,lat_p95_us,lat_p99_us
   0,10,10,64,20,492.83,200,128000,406,0.248,23266.74,35078.03,35078.03
   1,100,10,64,20,2463.86,2000,1280000,812,0.495,120909.10,144168.15,144168.15
   
2,1000,10,64,20,21216.27,20000,12800000,943,0.575,1065811.71,1098106.95,1098106.95
   ```
   
   </details>
   


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