github-actions[bot] commented on PR #8900:
URL: https://github.com/apache/texera/pull/8900#issuecomment-6032935160

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `2cd44ee` 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/37585365578)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 380 | 0.232 | 25,810/37,528/37,528 us | 🔴 +22.1% / 
🔴 +177.7% |
   | ⚪ | bs=100 sw=10 sl=64 | 795 | 0.485 | 122,993/149,065/149,065 us | ⚪ 
within ±5% / 🔴 +58.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 921 | 0.562 | 1,085,311/1,151,708/1,151,708 us | 
⚪ within ±5% / 🔴 -27.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `2cd44ee` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 380 tuples/sec | 437 tuples/sec | 963.37 
tuples/sec | -13.0% | -60.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.267 MB/s | 0.588 MB/s | -13.1% | 
-60.5% |
   | bs=10 sw=10 sl=64 | p50 | 25,810 us | 21,144 us | 10,998 us | +22.1% | 
+134.7% |
   | bs=10 sw=10 sl=64 | p95 | 37,528 us | 35,567 us | 13,515 us | +5.5% | 
+177.7% |
   | bs=10 sw=10 sl=64 | p99 | 37,528 us | 35,567 us | 16,850 us | +5.5% | 
+122.7% |
   | bs=100 sw=10 sl=64 | throughput | 795 tuples/sec | 810 tuples/sec | 1,235 
tuples/sec | -1.9% | -35.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.485 MB/s | 0.494 MB/s | 0.754 MB/s | -1.8% | 
-35.7% |
   | bs=100 sw=10 sl=64 | p50 | 122,993 us | 120,447 us | 87,833 us | +2.1% | 
+40.0% |
   | bs=100 sw=10 sl=64 | p95 | 149,065 us | 154,776 us | 93,795 us | -3.7% | 
+58.9% |
   | bs=100 sw=10 sl=64 | p99 | 149,065 us | 154,776 us | 103,718 us | -3.7% | 
+43.7% |
   | bs=1000 sw=10 sl=64 | throughput | 921 tuples/sec | 924 tuples/sec | 1,273 
tuples/sec | -0.3% | -27.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.562 MB/s | 0.564 MB/s | 0.777 MB/s | -0.4% 
| -27.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,085,311 us | 1,078,201 us | 861,707 us | 
+0.7% | +25.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,151,708 us | 1,123,210 us | 904,523 us | 
+2.5% | +27.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,151,708 us | 1,123,210 us | 931,473 us | 
+2.5% | +23.6% |
   
   </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
   0,10,10,64,20,526.90,200,128000,380,0.232,25809.83,37528.17,37528.17
   1,100,10,64,20,2516.68,2000,1280000,795,0.485,122992.91,149065.38,149065.38
   
2,1000,10,64,20,21713.63,20000,12800000,921,0.562,1085310.79,1151708.00,1151708.00
   ```
   
   </details>
   


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