github-actions[bot] commented on PR #5896:
URL: https://github.com/apache/texera/pull/5896#issuecomment-4774321985

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `439ea72` 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/27992866443)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 434 | 0.265 | 22,347/32,327/32,327 us | 🟢 -10.0% / 
🟢 -7.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 924 | 0.564 | 108,761/128,722/128,722 us | 🔴 
+8.6% / 🟢 -7.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,092 | 0.667 | 918,443/956,544/956,544 us | ⚪ 
within ±5% / 🟢 -6.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `439ea72` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 434 tuples/sec | 433 tuples/sec | 410.82 
tuples/sec | +0.2% | +5.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.265 MB/s | 0.264 MB/s | 0.251 MB/s | +0.4% | 
+5.7% |
   | bs=10 sw=10 sl=64 | p50 | 22,347 us | 21,171 us | 23,785 us | +5.6% | 
-6.0% |
   | bs=10 sw=10 sl=64 | p95 | 32,327 us | 35,936 us | 34,980 us | -10.0% | 
-7.6% |
   | bs=10 sw=10 sl=64 | p99 | 32,327 us | 35,936 us | 34,980 us | -10.0% | 
-7.6% |
   | bs=100 sw=10 sl=64 | throughput | 924 tuples/sec | 971 tuples/sec | 891.94 
tuples/sec | -4.8% | +3.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.564 MB/s | 0.592 MB/s | 0.544 MB/s | -4.7% | 
+3.6% |
   | bs=100 sw=10 sl=64 | p50 | 108,761 us | 104,340 us | 112,277 us | +4.2% | 
-3.1% |
   | bs=100 sw=10 sl=64 | p95 | 128,722 us | 118,562 us | 139,802 us | +8.6% | 
-7.9% |
   | bs=100 sw=10 sl=64 | p99 | 128,722 us | 118,562 us | 139,802 us | +8.6% | 
-7.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,092 tuples/sec | 1,117 tuples/sec | 
1,041 tuples/sec | -2.2% | +4.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.667 MB/s | 0.682 MB/s | 0.635 MB/s | -2.2% 
| +5.0% |
   | bs=1000 sw=10 sl=64 | p50 | 918,443 us | 895,724 us | 972,714 us | +2.5% | 
-5.6% |
   | bs=1000 sw=10 sl=64 | p95 | 956,544 us | 960,503 us | 1,023,057 us | -0.4% 
| -6.5% |
   | bs=1000 sw=10 sl=64 | p99 | 956,544 us | 960,503 us | 1,023,057 us | -0.4% 
| -6.5% |
   
   </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
   0,10,10,64,20,460.77,200,128000,434,0.265,22346.78,32326.83,32326.83
   1,100,10,64,20,2163.45,2000,1280000,924,0.564,108761.34,128722.47,128722.47
   
2,1000,10,64,20,18311.40,20000,12800000,1092,0.667,918442.54,956543.92,956543.92
   ```
   
   </details>
   


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