github-actions[bot] commented on PR #7386:
URL: https://github.com/apache/texera/pull/7386#issuecomment-5217535516

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 11 worse · ⚪ 4 noise (<±5%) · 0 without baseline
   
   > Compared against main `ae17c8f` 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/31181289657)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 351 | 0.214 | 26,949/44,358/44,358 us | 🔴 +26.2% / 
🔴 +174.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 766 | 0.467 | 127,281/168,788/168,788 us | 🔴 
+21.9% / 🔴 +52.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 897 | 0.547 | 1,107,351/1,200,586/1,200,586 us | 
🔴 +5.3% / 🔴 +13.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `ae17c8f` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 351 tuples/sec | 406 tuples/sec | 755.31 
tuples/sec | -13.5% | -53.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.214 MB/s | 0.248 MB/s | 0.461 MB/s | -13.7% | 
-53.6% |
   | bs=10 sw=10 sl=64 | p50 | 26,949 us | 24,981 us | 12,952 us | +7.9% | 
+108.1% |
   | bs=10 sw=10 sl=64 | p95 | 44,358 us | 35,149 us | 16,161 us | +26.2% | 
+174.5% |
   | bs=10 sw=10 sl=64 | p99 | 44,358 us | 35,149 us | 19,292 us | +26.2% | 
+129.9% |
   | bs=100 sw=10 sl=64 | throughput | 766 tuples/sec | 823 tuples/sec | 957.58 
tuples/sec | -6.9% | -20.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.467 MB/s | 0.503 MB/s | 0.584 MB/s | -7.2% | 
-20.1% |
   | bs=100 sw=10 sl=64 | p50 | 127,281 us | 121,811 us | 104,473 us | +4.5% | 
+21.8% |
   | bs=100 sw=10 sl=64 | p95 | 168,788 us | 138,443 us | 110,867 us | +21.9% | 
+52.2% |
   | bs=100 sw=10 sl=64 | p99 | 168,788 us | 138,443 us | 120,336 us | +21.9% | 
+40.3% |
   | bs=1000 sw=10 sl=64 | throughput | 897 tuples/sec | 910 tuples/sec | 
986.93 tuples/sec | -1.4% | -9.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.547 MB/s | 0.556 MB/s | 0.602 MB/s | -1.6% 
| -9.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,107,351 us | 1,101,394 us | 1,021,008 us | 
+0.5% | +8.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,200,586 us | 1,139,842 us | 1,059,187 us | 
+5.3% | +13.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,200,586 us | 1,139,842 us | 1,093,309 us | 
+5.3% | +9.8% |
   
   </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
   0,10,10,64,20,570.01,200,128000,351,0.214,26948.52,44357.63,44357.63
   1,100,10,64,20,2612.03,2000,1280000,766,0.467,127281.39,168787.52,168787.52
   
2,1000,10,64,20,22301.28,20000,12800000,897,0.547,1107350.94,1200586.09,1200586.09
   ```
   
   </details>
   


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