github-actions[bot] commented on PR #6414:
URL: https://github.com/apache/texera/pull/6414#issuecomment-4969710096

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `0485d02` 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/29336024393)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 383 | 0.234 | 25,866/33,510/33,510 us | 🔴 +9.8% / 
🔴 +131.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 787 | 0.48 | 124,902/148,630/148,630 us | 🔴 
+13.1% / 🔴 +47.9% |
   | 🔴 | bs=1000 sw=10 sl=64 | 903 | 0.551 | 1,104,973/1,218,550/1,218,550 us | 
🔴 +6.9% / 🔴 +26.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0485d02` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 383 tuples/sec | 400 tuples/sec | 830.77 
tuples/sec | -4.3% | -53.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.234 MB/s | 0.244 MB/s | 0.507 MB/s | -4.1% | 
-53.9% |
   | bs=10 sw=10 sl=64 | p50 | 25,866 us | 23,552 us | 11,905 us | +9.8% | 
+117.3% |
   | bs=10 sw=10 sl=64 | p95 | 33,510 us | 36,655 us | 14,486 us | -8.6% | 
+131.3% |
   | bs=10 sw=10 sl=64 | p99 | 33,510 us | 36,655 us | 19,430 us | -8.6% | 
+72.5% |
   | bs=100 sw=10 sl=64 | throughput | 787 tuples/sec | 833 tuples/sec | 1,082 
tuples/sec | -5.5% | -27.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.48 MB/s | 0.509 MB/s | 0.66 MB/s | -5.7% | 
-27.3% |
   | bs=100 sw=10 sl=64 | p50 | 124,902 us | 120,818 us | 93,412 us | +3.4% | 
+33.7% |
   | bs=100 sw=10 sl=64 | p95 | 148,630 us | 131,415 us | 100,489 us | +13.1% | 
+47.9% |
   | bs=100 sw=10 sl=64 | p99 | 148,630 us | 131,415 us | 111,365 us | +13.1% | 
+33.5% |
   | bs=1000 sw=10 sl=64 | throughput | 903 tuples/sec | 920 tuples/sec | 1,104 
tuples/sec | -1.8% | -18.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.551 MB/s | 0.561 MB/s | 0.674 MB/s | -1.8% 
| -18.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,104,973 us | 1,082,804 us | 925,459 us | 
+2.0% | +19.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,218,550 us | 1,140,253 us | 967,138 us | 
+6.9% | +26.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,218,550 us | 1,140,253 us | 997,758 us | 
+6.9% | +22.1% |
   
   </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
   0,10,10,64,20,521.71,200,128000,383,0.234,25866.48,33509.74,33509.74
   1,100,10,64,20,2542.88,2000,1280000,787,0.480,124902.34,148629.71,148629.71
   
2,1000,10,64,20,22140.47,20000,12800000,903,0.551,1104973.28,1218550.40,1218550.40
   ```
   
   </details>
   


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