github-actions[bot] commented on PR #5729:
URL: https://github.com/apache/texera/pull/5729#issuecomment-4726383472

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 1 better · 🔴 0 worse · ⚪ 14 noise (<±5%) · 0 without baseline
   
   > Compared against main `9cede6f` 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/27667773932)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 390 | 0.238 | 23,586/35,493/35,493 us | 🟢 -6.4% / 
🔴 -5.1% |
   | ⚪ | bs=100 sw=10 sl=64 | 800 | 0.489 | 125,675/147,128/147,128 us | ⚪ 
within ±5% / 🔴 +11.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 923 | 0.564 | 1,081,074/1,166,931/1,166,931 us | 
⚪ within ±5% / 🔴 +14.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `9cede6f` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 390 tuples/sec | 390 tuples/sec | 410.82 
tuples/sec | 0.0% | -5.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.238 MB/s | 0.251 MB/s | 0.0% | 
-5.1% |
   | bs=10 sw=10 sl=64 | p50 | 23,586 us | 25,211 us | 23,785 us | -6.4% | 
-0.8% |
   | bs=10 sw=10 sl=64 | p95 | 35,493 us | 36,264 us | 34,980 us | -2.1% | 
+1.5% |
   | bs=10 sw=10 sl=64 | p99 | 35,493 us | 36,264 us | 34,980 us | -2.1% | 
+1.5% |
   | bs=100 sw=10 sl=64 | throughput | 800 tuples/sec | 827 tuples/sec | 891.94 
tuples/sec | -3.3% | -10.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.489 MB/s | 0.505 MB/s | 0.544 MB/s | -3.2% | 
-10.2% |
   | bs=100 sw=10 sl=64 | p50 | 125,675 us | 120,995 us | 112,277 us | +3.9% | 
+11.9% |
   | bs=100 sw=10 sl=64 | p95 | 147,128 us | 140,648 us | 139,802 us | +4.6% | 
+5.2% |
   | bs=100 sw=10 sl=64 | p99 | 147,128 us | 140,648 us | 139,802 us | +4.6% | 
+5.2% |
   | bs=1000 sw=10 sl=64 | throughput | 923 tuples/sec | 918 tuples/sec | 1,041 
tuples/sec | +0.5% | -11.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.564 MB/s | 0.56 MB/s | 0.635 MB/s | +0.7% | 
-11.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,081,074 us | 1,090,960 us | 972,714 us | 
-0.9% | +11.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,166,931 us | 1,197,680 us | 1,023,057 us | 
-2.6% | +14.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,166,931 us | 1,197,680 us | 1,023,057 us | 
-2.6% | +14.1% |
   
   </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
   0,10,10,64,20,512.88,200,128000,390,0.238,23586.02,35492.59,35492.59
   1,100,10,64,20,2498.52,2000,1280000,800,0.489,125674.87,147127.62,147127.62
   
2,1000,10,64,20,21661.28,20000,12800000,923,0.564,1081073.73,1166930.53,1166930.53
   ```
   
   </details>
   


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