github-actions[bot] commented on PR #5739:
URL: https://github.com/apache/texera/pull/5739#issuecomment-4724249510

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `cb30970` 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/27652817989)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 366 | 0.223 | 25,100/44,058/44,058 us | 🔴 +19.9% / 
🔴 +26.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 800 | 0.488 | 124,799/149,596/149,596 us | 🔴 
+5.8% / 🔴 +11.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 909 | 0.555 | 1,096,860/1,156,741/1,156,741 us | 
⚪ within ±5% / 🔴 +13.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `cb30970` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 366 tuples/sec | 391 tuples/sec | 410.82 
tuples/sec | -6.4% | -10.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.223 MB/s | 0.239 MB/s | 0.251 MB/s | -6.7% | 
-11.1% |
   | bs=10 sw=10 sl=64 | p50 | 25,100 us | 24,632 us | 23,785 us | +1.9% | 
+5.5% |
   | bs=10 sw=10 sl=64 | p95 | 44,058 us | 36,739 us | 34,980 us | +19.9% | 
+26.0% |
   | bs=10 sw=10 sl=64 | p99 | 44,058 us | 36,739 us | 34,980 us | +19.9% | 
+26.0% |
   | bs=100 sw=10 sl=64 | throughput | 800 tuples/sec | 817 tuples/sec | 891.94 
tuples/sec | -2.1% | -10.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.488 MB/s | 0.498 MB/s | 0.544 MB/s | -2.0% | 
-10.4% |
   | bs=100 sw=10 sl=64 | p50 | 124,799 us | 120,654 us | 112,277 us | +3.4% | 
+11.2% |
   | bs=100 sw=10 sl=64 | p95 | 149,596 us | 141,451 us | 139,802 us | +5.8% | 
+7.0% |
   | bs=100 sw=10 sl=64 | p99 | 149,596 us | 141,451 us | 139,802 us | +5.8% | 
+7.0% |
   | bs=1000 sw=10 sl=64 | throughput | 909 tuples/sec | 917 tuples/sec | 1,041 
tuples/sec | -0.9% | -12.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.56 MB/s | 0.635 MB/s | -0.9% | 
-12.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,096,860 us | 1,091,513 us | 972,714 us | 
+0.5% | +12.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,156,741 us | 1,136,114 us | 1,023,057 us | 
+1.8% | +13.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,156,741 us | 1,136,114 us | 1,023,057 us | 
+1.8% | +13.1% |
   
   </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
   0,10,10,64,20,546.36,200,128000,366,0.223,25099.50,44058.00,44058.00
   1,100,10,64,20,2499.31,2000,1280000,800,0.488,124798.69,149596.25,149596.25
   
2,1000,10,64,20,21992.14,20000,12800000,909,0.555,1096860.49,1156741.24,1156741.24
   ```
   
   </details>
   


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