github-actions[bot] commented on PR #7082:
URL: https://github.com/apache/texera/pull/7082#issuecomment-5124465627

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `f303f05` 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/30499590137)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 418 | 0.255 | 24,237/31,672/31,672 us | ⚪ within 
±5% / 🔴 +100.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 815 | 0.497 | 120,974/142,174/142,174 us | 🟢 
-13.6% / 🔴 +32.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 921 | 0.562 | 1,089,192/1,121,332/1,121,332 us | 
⚪ within ±5% / 🔴 +11.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f303f05` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 418 tuples/sec | 405 tuples/sec | 786.12 
tuples/sec | +3.2% | -46.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.255 MB/s | 0.247 MB/s | 0.48 MB/s | +3.2% | 
-46.9% |
   | bs=10 sw=10 sl=64 | p50 | 24,237 us | 23,542 us | 12,305 us | +2.9% | 
+97.0% |
   | bs=10 sw=10 sl=64 | p95 | 31,672 us | 32,512 us | 15,774 us | -2.6% | 
+100.8% |
   | bs=10 sw=10 sl=64 | p99 | 31,672 us | 32,512 us | 18,978 us | -2.6% | 
+66.9% |
   | bs=100 sw=10 sl=64 | throughput | 815 tuples/sec | 821 tuples/sec | 999.71 
tuples/sec | -0.7% | -18.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.497 MB/s | 0.501 MB/s | 0.61 MB/s | -0.8% | 
-18.5% |
   | bs=100 sw=10 sl=64 | p50 | 120,974 us | 118,444 us | 100,616 us | +2.1% | 
+20.2% |
   | bs=100 sw=10 sl=64 | p95 | 142,174 us | 164,584 us | 107,356 us | -13.6% | 
+32.4% |
   | bs=100 sw=10 sl=64 | p99 | 142,174 us | 164,584 us | 113,255 us | -13.6% | 
+25.5% |
   | bs=1000 sw=10 sl=64 | throughput | 921 tuples/sec | 933 tuples/sec | 1,031 
tuples/sec | -1.3% | -10.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.562 MB/s | 0.57 MB/s | 0.63 MB/s | -1.4% | 
-10.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,089,192 us | 1,070,686 us | 980,328 us | 
+1.7% | +11.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,121,332 us | 1,108,301 us | 1,027,528 us | 
+1.2% | +9.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,121,332 us | 1,108,301 us | 1,054,298 us | 
+1.2% | +6.4% |
   
   </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
   0,10,10,64,20,478.43,200,128000,418,0.255,24236.61,31672.09,31672.09
   1,100,10,64,20,2453.96,2000,1280000,815,0.497,120973.94,142174.13,142174.13
   
2,1000,10,64,20,21723.68,20000,12800000,921,0.562,1089191.98,1121331.64,1121331.64
   ```
   
   </details>
   


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