github-actions[bot] commented on PR #5890:
URL: https://github.com/apache/texera/pull/5890#issuecomment-4781899557

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `a5d8602` 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/27963879417)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 392 | 0.239 | 23,427/40,445/40,445 us | 🔴 +13.7% / 
🔴 +15.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 805 | 0.492 | 123,015/141,632/141,632 us | 🔴 
+10.4% / 🔴 -9.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 900 | 0.55 | 1,113,362/1,142,243/1,142,243 us | 
⚪ within ±5% / 🔴 +14.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a5d8602` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 392 tuples/sec | 415 tuples/sec | 410.82 
tuples/sec | -5.5% | -4.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.239 MB/s | 0.253 MB/s | 0.251 MB/s | -5.5% | 
-4.7% |
   | bs=10 sw=10 sl=64 | p50 | 23,427 us | 21,409 us | 23,785 us | +9.4% | 
-1.5% |
   | bs=10 sw=10 sl=64 | p95 | 40,445 us | 35,575 us | 34,980 us | +13.7% | 
+15.6% |
   | bs=10 sw=10 sl=64 | p99 | 40,445 us | 35,575 us | 34,980 us | +13.7% | 
+15.6% |
   | bs=100 sw=10 sl=64 | throughput | 805 tuples/sec | 835 tuples/sec | 891.94 
tuples/sec | -3.6% | -9.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.492 MB/s | 0.51 MB/s | 0.544 MB/s | -3.5% | 
-9.6% |
   | bs=100 sw=10 sl=64 | p50 | 123,015 us | 118,578 us | 112,277 us | +3.7% | 
+9.6% |
   | bs=100 sw=10 sl=64 | p95 | 141,632 us | 128,243 us | 139,802 us | +10.4% | 
+1.3% |
   | bs=100 sw=10 sl=64 | p99 | 141,632 us | 128,243 us | 139,802 us | +10.4% | 
+1.3% |
   | bs=1000 sw=10 sl=64 | throughput | 900 tuples/sec | 911 tuples/sec | 1,041 
tuples/sec | -1.2% | -13.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.55 MB/s | 0.556 MB/s | 0.635 MB/s | -1.1% | 
-13.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,113,362 us | 1,096,202 us | 972,714 us | 
+1.6% | +14.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,142,243 us | 1,149,068 us | 1,023,057 us | 
-0.6% | +11.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,142,243 us | 1,149,068 us | 1,023,057 us | 
-0.6% | +11.7% |
   
   </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
   0,10,10,64,20,510.50,200,128000,392,0.239,23426.58,40444.68,40444.68
   1,100,10,64,20,2483.36,2000,1280000,805,0.492,123014.52,141631.82,141631.82
   
2,1000,10,64,20,22213.61,20000,12800000,900,0.550,1113361.64,1142243.30,1142243.30
   ```
   
   </details>
   


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