github-actions[bot] commented on PR #7615:
URL: https://github.com/apache/texera/pull/7615#issuecomment-5274508200

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `c35bdb1` 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/31654881090)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 377 | 0.23 | 25,292/34,856/34,856 us | 🔴 +6.5% / 🔴 
+113.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 773 | 0.472 | 124,605/171,342/171,342 us | 🔴 
+18.9% / 🔴 +58.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 902 | 0.55 | 1,111,867/1,147,447/1,147,447 us | 
⚪ within ±5% / 🔴 -12.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `c35bdb1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 377 tuples/sec | 402 tuples/sec | 775.33 
tuples/sec | -6.2% | -51.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.23 MB/s | 0.245 MB/s | 0.473 MB/s | -6.1% | 
-51.4% |
   | bs=10 sw=10 sl=64 | p50 | 25,292 us | 23,760 us | 12,743 us | +6.5% | 
+98.5% |
   | bs=10 sw=10 sl=64 | p95 | 34,856 us | 35,679 us | 16,310 us | -2.3% | 
+113.7% |
   | bs=10 sw=10 sl=64 | p99 | 34,856 us | 35,679 us | 18,926 us | -2.3% | 
+84.2% |
   | bs=100 sw=10 sl=64 | throughput | 773 tuples/sec | 821 tuples/sec | 1,001 
tuples/sec | -5.8% | -22.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.472 MB/s | 0.501 MB/s | 0.611 MB/s | -5.8% | 
-22.7% |
   | bs=100 sw=10 sl=64 | p50 | 124,605 us | 121,320 us | 101,399 us | +2.7% | 
+22.9% |
   | bs=100 sw=10 sl=64 | p95 | 171,342 us | 144,082 us | 108,206 us | +18.9% | 
+58.3% |
   | bs=100 sw=10 sl=64 | p99 | 171,342 us | 144,082 us | 118,195 us | +18.9% | 
+45.0% |
   | bs=1000 sw=10 sl=64 | throughput | 902 tuples/sec | 930 tuples/sec | 1,026 
tuples/sec | -3.0% | -12.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.55 MB/s | 0.568 MB/s | 0.626 MB/s | -3.2% | 
-12.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,111,867 us | 1,073,076 us | 996,304 us | 
+3.6% | +11.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,147,447 us | 1,140,238 us | 1,042,531 us | 
+0.6% | +10.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,147,447 us | 1,140,238 us | 1,074,934 us | 
+0.6% | +6.7% |
   
   </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
   0,10,10,64,20,530.39,200,128000,377,0.230,25292.48,34856.22,34856.22
   1,100,10,64,20,2588.59,2000,1280000,773,0.472,124604.55,171341.50,171341.50
   
2,1000,10,64,20,22181.52,20000,12800000,902,0.550,1111867.32,1147447.47,1147447.47
   ```
   
   </details>
   


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