github-actions[bot] commented on PR #5900:
URL: https://github.com/apache/texera/pull/5900#issuecomment-4774841348

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `439ea72` 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/27996083115)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 402 | 0.246 | 24,769/30,931/30,931 us | 🟢 -10.0% / 
🟢 -11.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 810 | 0.494 | 122,399/149,936/149,936 us | 🔴 
+7.3% / 🔴 -9.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 915 | 0.558 | 1,088,103/1,160,007/1,160,007 us | 
⚪ within ±5% / 🔴 +13.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `439ea72` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 402 tuples/sec | 427 tuples/sec | 410.82 
tuples/sec | -5.9% | -2.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.246 MB/s | 0.261 MB/s | 0.251 MB/s | -5.7% | 
-1.9% |
   | bs=10 sw=10 sl=64 | p50 | 24,769 us | 23,285 us | 23,785 us | +6.4% | 
+4.1% |
   | bs=10 sw=10 sl=64 | p95 | 30,931 us | 34,349 us | 34,980 us | -10.0% | 
-11.6% |
   | bs=10 sw=10 sl=64 | p99 | 30,931 us | 34,349 us | 34,980 us | -10.0% | 
-11.6% |
   | bs=100 sw=10 sl=64 | throughput | 810 tuples/sec | 823 tuples/sec | 891.94 
tuples/sec | -1.6% | -9.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.494 MB/s | 0.502 MB/s | 0.544 MB/s | -1.6% | 
-9.3% |
   | bs=100 sw=10 sl=64 | p50 | 122,399 us | 120,952 us | 112,277 us | +1.2% | 
+9.0% |
   | bs=100 sw=10 sl=64 | p95 | 149,936 us | 139,749 us | 139,802 us | +7.3% | 
+7.2% |
   | bs=100 sw=10 sl=64 | p99 | 149,936 us | 139,749 us | 139,802 us | +7.3% | 
+7.2% |
   | bs=1000 sw=10 sl=64 | throughput | 915 tuples/sec | 915 tuples/sec | 1,041 
tuples/sec | 0.0% | -12.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.558 MB/s | 0.559 MB/s | 0.635 MB/s | -0.2% 
| -12.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,088,103 us | 1,098,418 us | 972,714 us | 
-0.9% | +11.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,160,007 us | 1,157,499 us | 1,023,057 us | 
+0.2% | +13.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,160,007 us | 1,157,499 us | 1,023,057 us | 
+0.2% | +13.4% |
   
   </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
   0,10,10,64,20,496.93,200,128000,402,0.246,24768.79,30930.69,30930.69
   1,100,10,64,20,2470.58,2000,1280000,810,0.494,122399.18,149935.75,149935.75
   
2,1000,10,64,20,21860.45,20000,12800000,915,0.558,1088102.89,1160006.78,1160006.78
   ```
   
   </details>
   


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