github-actions[bot] commented on PR #8904:
URL: https://github.com/apache/texera/pull/8904#issuecomment-6034675753

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 6 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `2cd44ee` 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/37597436317)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 392 | 0.239 | 24,948/31,637/31,637 us | 🔴 +16.9% / 
🔴 +134.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 794 | 0.484 | 125,693/142,249/142,249 us | 🟢 
-20.3% / 🔴 +51.7% |
   | 🔴 | bs=1000 sw=10 sl=64 | 908 | 0.554 | 1,103,748/1,201,182/1,201,182 us | 
🔴 +5.0% / 🔴 +32.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `2cd44ee` 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 | 963.37 
tuples/sec | -5.5% | -59.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.239 MB/s | 0.253 MB/s | 0.588 MB/s | -5.5% | 
-59.4% |
   | bs=10 sw=10 sl=64 | p50 | 24,948 us | 21,345 us | 10,998 us | +16.9% | 
+126.8% |
   | bs=10 sw=10 sl=64 | p95 | 31,637 us | 34,096 us | 13,515 us | -7.2% | 
+134.1% |
   | bs=10 sw=10 sl=64 | p99 | 31,637 us | 34,096 us | 16,850 us | -7.2% | 
+87.8% |
   | bs=100 sw=10 sl=64 | throughput | 794 tuples/sec | 794 tuples/sec | 1,235 
tuples/sec | 0.0% | -35.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.484 MB/s | 0.485 MB/s | 0.754 MB/s | -0.2% | 
-35.8% |
   | bs=100 sw=10 sl=64 | p50 | 125,693 us | 119,254 us | 87,833 us | +5.4% | 
+43.1% |
   | bs=100 sw=10 sl=64 | p95 | 142,249 us | 178,560 us | 93,795 us | -20.3% | 
+51.7% |
   | bs=100 sw=10 sl=64 | p99 | 142,249 us | 178,560 us | 103,718 us | -20.3% | 
+37.1% |
   | bs=1000 sw=10 sl=64 | throughput | 908 tuples/sec | 913 tuples/sec | 1,273 
tuples/sec | -0.5% | -28.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.554 MB/s | 0.557 MB/s | 0.777 MB/s | -0.5% 
| -28.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,103,748 us | 1,093,393 us | 861,707 us | 
+0.9% | +28.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,201,182 us | 1,143,704 us | 904,523 us | 
+5.0% | +32.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,201,182 us | 1,143,704 us | 931,473 us | 
+5.0% | +29.0% |
   
   </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
   0,10,10,64,20,510.18,200,128000,392,0.239,24947.87,31636.80,31636.80
   1,100,10,64,20,2520.35,2000,1280000,794,0.484,125693.28,142248.72,142248.72
   
2,1000,10,64,20,22016.06,20000,12800000,908,0.554,1103748.15,1201182.49,1201182.49
   ```
   
   </details>
   


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