github-actions[bot] commented on PR #5799:
URL: https://github.com/apache/texera/pull/5799#issuecomment-4754839390

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 0 better · 🔴 0 worse · ⚪ 15 noise (<±5%) · 0 without baseline
   
   > Compared against main `d513324` 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/27849327689)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 456 | 0.278 | 21,302/34,581/34,581 us | ⚪ within 
±5% / 🟢 +11.0% |
   | ⚪ | bs=100 sw=10 sl=64 | 951 | 0.58 | 101,842/135,193/135,193 us | ⚪ 
within ±5% / 🟢 -9.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,107 | 0.676 | 903,590/943,391/943,391 us | ⚪ 
within ±5% / 🟢 -7.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `d513324` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 456 tuples/sec | 441 tuples/sec | 410.82 
tuples/sec | +3.4% | +11.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.278 MB/s | 0.269 MB/s | 0.251 MB/s | +3.3% | 
+10.9% |
   | bs=10 sw=10 sl=64 | p50 | 21,302 us | 20,464 us | 23,785 us | +4.1% | 
-10.4% |
   | bs=10 sw=10 sl=64 | p95 | 34,581 us | 33,142 us | 34,980 us | +4.3% | 
-1.1% |
   | bs=10 sw=10 sl=64 | p99 | 34,581 us | 33,142 us | 34,980 us | +4.3% | 
-1.1% |
   | bs=100 sw=10 sl=64 | throughput | 951 tuples/sec | 956 tuples/sec | 891.94 
tuples/sec | -0.5% | +6.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.58 MB/s | 0.583 MB/s | 0.544 MB/s | -0.5% | 
+6.5% |
   | bs=100 sw=10 sl=64 | p50 | 101,842 us | 101,137 us | 112,277 us | +0.7% | 
-9.3% |
   | bs=100 sw=10 sl=64 | p95 | 135,193 us | 141,652 us | 139,802 us | -4.6% | 
-3.3% |
   | bs=100 sw=10 sl=64 | p99 | 135,193 us | 141,652 us | 139,802 us | -4.6% | 
-3.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,107 tuples/sec | 1,130 tuples/sec | 
1,041 tuples/sec | -2.0% | +6.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.676 MB/s | 0.689 MB/s | 0.635 MB/s | -1.9% 
| +6.4% |
   | bs=1000 sw=10 sl=64 | p50 | 903,590 us | 882,342 us | 972,714 us | +2.4% | 
-7.1% |
   | bs=1000 sw=10 sl=64 | p95 | 943,391 us | 913,643 us | 1,023,057 us | +3.3% 
| -7.8% |
   | bs=1000 sw=10 sl=64 | p99 | 943,391 us | 913,643 us | 1,023,057 us | +3.3% 
| -7.8% |
   
   </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
   0,10,10,64,20,438.39,200,128000,456,0.278,21301.92,34581.29,34581.29
   1,100,10,64,20,2103.98,2000,1280000,951,0.580,101842.11,135192.68,135192.68
   
2,1000,10,64,20,18067.86,20000,12800000,1107,0.676,903590.49,943391.26,943391.26
   ```
   
   </details>
   


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