github-actions[bot] commented on PR #5792:
URL: https://github.com/apache/texera/pull/5792#issuecomment-4749218940

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 2 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `731d671` 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/27809405611)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 396 | 0.242 | 23,902/38,366/38,366 us | 🔴 +7.0% / 
🔴 +9.7% |
   | ⚪ | bs=100 sw=10 sl=64 | 810 | 0.495 | 122,956/142,329/142,329 us | ⚪ 
within ±5% / 🔴 +9.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 922 | 0.563 | 1,075,057/1,150,230/1,150,230 us | 
⚪ within ±5% / 🔴 +12.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `731d671` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 396 tuples/sec | 403 tuples/sec | 410.82 
tuples/sec | -1.7% | -3.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.242 MB/s | 0.246 MB/s | 0.251 MB/s | -1.6% | 
-3.5% |
   | bs=10 sw=10 sl=64 | p50 | 23,902 us | 24,904 us | 23,785 us | -4.0% | 
+0.5% |
   | bs=10 sw=10 sl=64 | p95 | 38,366 us | 35,857 us | 34,980 us | +7.0% | 
+9.7% |
   | bs=10 sw=10 sl=64 | p99 | 38,366 us | 35,857 us | 34,980 us | +7.0% | 
+9.7% |
   | bs=100 sw=10 sl=64 | throughput | 810 tuples/sec | 817 tuples/sec | 891.94 
tuples/sec | -0.9% | -9.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.495 MB/s | 0.499 MB/s | 0.544 MB/s | -0.8% | 
-9.1% |
   | bs=100 sw=10 sl=64 | p50 | 122,956 us | 121,526 us | 112,277 us | +1.2% | 
+9.5% |
   | bs=100 sw=10 sl=64 | p95 | 142,329 us | 138,670 us | 139,802 us | +2.6% | 
+1.8% |
   | bs=100 sw=10 sl=64 | p99 | 142,329 us | 138,670 us | 139,802 us | +2.6% | 
+1.8% |
   | bs=1000 sw=10 sl=64 | throughput | 922 tuples/sec | 925 tuples/sec | 1,041 
tuples/sec | -0.3% | -11.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.564 MB/s | 0.635 MB/s | -0.2% 
| -11.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,075,057 us | 1,084,658 us | 972,714 us | 
-0.9% | +10.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,150,230 us | 1,123,828 us | 1,023,057 us | 
+2.3% | +12.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,150,230 us | 1,123,828 us | 1,023,057 us | 
+2.3% | +12.4% |
   
   </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
   0,10,10,64,20,505.18,200,128000,396,0.242,23902.26,38366.42,38366.42
   1,100,10,64,20,2468.08,2000,1280000,810,0.495,122956.43,142329.26,142329.26
   
2,1000,10,64,20,21684.21,20000,12800000,922,0.563,1075057.21,1150230.01,1150230.01
   ```
   
   </details>
   


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