github-actions[bot] commented on PR #7022:
URL: https://github.com/apache/texera/pull/7022#issuecomment-5113667157

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 4 better · 🔴 0 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `812f177` 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/30425291140)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 365 | 0.223 | 25,816/39,271/39,271 us | 🟢 -11.4% / 
🔴 +148.5% |
   | 🟢 | bs=100 sw=10 sl=64 | 789 | 0.481 | 128,278/141,295/141,295 us | 🟢 
-12.6% / 🔴 +31.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 897 | 0.548 | 1,106,410/1,163,846/1,163,846 us | 
⚪ within ±5% / 🔴 +13.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `812f177` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 365 tuples/sec | 358 tuples/sec | 787.55 
tuples/sec | +2.0% | -53.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.223 MB/s | 0.219 MB/s | 0.481 MB/s | +1.8% | 
-53.6% |
   | bs=10 sw=10 sl=64 | p50 | 25,816 us | 25,289 us | 12,255 us | +2.1% | 
+110.7% |
   | bs=10 sw=10 sl=64 | p95 | 39,271 us | 44,307 us | 15,802 us | -11.4% | 
+148.5% |
   | bs=10 sw=10 sl=64 | p99 | 39,271 us | 44,307 us | 19,008 us | -11.4% | 
+106.6% |
   | bs=100 sw=10 sl=64 | throughput | 789 tuples/sec | 774 tuples/sec | 997.81 
tuples/sec | +1.9% | -20.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.481 MB/s | 0.472 MB/s | 0.609 MB/s | +1.9% | 
-21.0% |
   | bs=100 sw=10 sl=64 | p50 | 128,278 us | 123,541 us | 100,690 us | +3.8% | 
+27.4% |
   | bs=100 sw=10 sl=64 | p95 | 141,295 us | 161,728 us | 107,316 us | -12.6% | 
+31.7% |
   | bs=100 sw=10 sl=64 | p99 | 141,295 us | 161,728 us | 113,823 us | -12.6% | 
+24.1% |
   | bs=1000 sw=10 sl=64 | throughput | 897 tuples/sec | 916 tuples/sec | 1,030 
tuples/sec | -2.1% | -12.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.548 MB/s | 0.559 MB/s | 0.629 MB/s | -2.0% 
| -12.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,106,410 us | 1,089,286 us | 981,213 us | 
+1.6% | +12.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,163,846 us | 1,155,692 us | 1,027,605 us | 
+0.7% | +13.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,163,846 us | 1,155,692 us | 1,055,466 us | 
+0.7% | +10.3% |
   
   </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
   0,10,10,64,20,548.18,200,128000,365,0.223,25816.01,39271.07,39271.07
   1,100,10,64,20,2535.22,2000,1280000,789,0.481,128278.41,141295.25,141295.25
   
2,1000,10,64,20,22284.15,20000,12800000,897,0.548,1106409.79,1163846.07,1163846.07
   ```
   
   </details>
   


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