github-actions[bot] commented on PR #9063:
URL: https://github.com/apache/texera/pull/9063#issuecomment-6429593831

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `94914a0` 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/40417813471)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 378 | 0.231 | 26,071/33,964/33,964 us | 🟢 -15.9% / 
🔴 +177.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 833 | 0.508 | 118,244/141,446/141,446 us | 🟢 
-13.4% / 🔴 +62.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 957 | 0.584 | 1,043,456/1,184,143/1,184,143 us | 
🔴 +5.4% / 🔴 +44.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `94914a0` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 378 tuples/sec | 397 tuples/sec | 1,019 
tuples/sec | -4.8% | -62.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.231 MB/s | 0.242 MB/s | 0.622 MB/s | -4.5% | 
-62.9% |
   | bs=10 sw=10 sl=64 | p50 | 26,071 us | 22,978 us | 10,144 us | +13.5% | 
+157.0% |
   | bs=10 sw=10 sl=64 | p95 | 33,964 us | 40,389 us | 12,225 us | -15.9% | 
+177.8% |
   | bs=10 sw=10 sl=64 | p99 | 33,964 us | 40,389 us | 15,527 us | -15.9% | 
+118.7% |
   | bs=100 sw=10 sl=64 | throughput | 833 tuples/sec | 839 tuples/sec | 1,371 
tuples/sec | -0.7% | -39.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.508 MB/s | 0.512 MB/s | 0.837 MB/s | -0.8% | 
-39.3% |
   | bs=100 sw=10 sl=64 | p50 | 118,244 us | 114,028 us | 79,910 us | +3.7% | 
+48.0% |
   | bs=100 sw=10 sl=64 | p95 | 141,446 us | 163,399 us | 87,155 us | -13.4% | 
+62.3% |
   | bs=100 sw=10 sl=64 | p99 | 141,446 us | 163,399 us | 106,643 us | -13.4% | 
+32.6% |
   | bs=1000 sw=10 sl=64 | throughput | 957 tuples/sec | 951 tuples/sec | 1,415 
tuples/sec | +0.6% | -32.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.584 MB/s | 0.581 MB/s | 0.864 MB/s | +0.5% 
| -32.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,043,456 us | 1,054,790 us | 780,407 us | 
-1.1% | +33.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,184,143 us | 1,123,975 us | 817,814 us | 
+5.4% | +44.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,184,143 us | 1,123,975 us | 848,683 us | 
+5.4% | +39.5% |
   
   </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
   0,10,10,64,20,529.50,200,128000,378,0.231,26071.28,33963.51,33963.51
   1,100,10,64,20,2401.84,2000,1280000,833,0.508,118243.77,141446.10,141446.10
   
2,1000,10,64,20,20909.23,20000,12800000,957,0.584,1043456.44,1184142.97,1184142.97
   ```
   
   </details>
   


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