github-actions[bot] commented on PR #5917:
URL: https://github.com/apache/texera/pull/5917#issuecomment-4784381963

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 1 better · 🔴 0 worse · ⚪ 14 noise (<±5%) · 0 without baseline
   
   > Compared against main `c3161f7` 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/28063769099)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 420 | 0.257 | 22,930/32,564/32,564 us | 🟢 -7.1% / 
🟢 -6.9% |
   | ⚪ | bs=100 sw=10 sl=64 | 942 | 0.575 | 105,251/121,205/121,205 us | ⚪ 
within ±5% / 🟢 -13.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,125 | 0.686 | 885,763/934,120/934,120 us | ⚪ 
within ±5% / 🟢 -8.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `c3161f7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 420 tuples/sec | 434 tuples/sec | 410.82 
tuples/sec | -3.2% | +2.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.257 MB/s | 0.265 MB/s | 0.251 MB/s | -3.0% | 
+2.5% |
   | bs=10 sw=10 sl=64 | p50 | 22,930 us | 24,679 us | 23,785 us | -7.1% | 
-3.6% |
   | bs=10 sw=10 sl=64 | p95 | 32,564 us | 34,274 us | 34,980 us | -5.0% | 
-6.9% |
   | bs=10 sw=10 sl=64 | p99 | 32,564 us | 34,274 us | 34,980 us | -5.0% | 
-6.9% |
   | bs=100 sw=10 sl=64 | throughput | 942 tuples/sec | 958 tuples/sec | 891.94 
tuples/sec | -1.7% | +5.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.575 MB/s | 0.585 MB/s | 0.544 MB/s | -1.7% | 
+5.6% |
   | bs=100 sw=10 sl=64 | p50 | 105,251 us | 104,354 us | 112,277 us | +0.9% | 
-6.3% |
   | bs=100 sw=10 sl=64 | p95 | 121,205 us | 126,421 us | 139,802 us | -4.1% | 
-13.3% |
   | bs=100 sw=10 sl=64 | p99 | 121,205 us | 126,421 us | 139,802 us | -4.1% | 
-13.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,125 tuples/sec | 1,097 tuples/sec | 
1,041 tuples/sec | +2.6% | +8.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.686 MB/s | 0.67 MB/s | 0.635 MB/s | +2.4% | 
+8.0% |
   | bs=1000 sw=10 sl=64 | p50 | 885,763 us | 912,255 us | 972,714 us | -2.9% | 
-8.9% |
   | bs=1000 sw=10 sl=64 | p95 | 934,120 us | 980,352 us | 1,023,057 us | -4.7% 
| -8.7% |
   | bs=1000 sw=10 sl=64 | p99 | 934,120 us | 980,352 us | 1,023,057 us | -4.7% 
| -8.7% |
   
   </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
   0,10,10,64,20,475.73,200,128000,420,0.257,22929.70,32564.37,32564.37
   1,100,10,64,20,2124.01,2000,1280000,942,0.575,105250.58,121204.62,121204.62
   
2,1000,10,64,20,17782.12,20000,12800000,1125,0.686,885763.18,934119.85,934119.85
   ```
   
   </details>
   


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