github-actions[bot] commented on PR #7156:
URL: https://github.com/apache/texera/pull/7156#issuecomment-5139219703

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `45b7b20` 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/30603627885)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 494 | 0.301 | 19,815/27,874/27,874 us | 🔴 -5.0% / 
🔴 +76.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,007 | 0.615 | 97,177/142,829/142,829 us | 🔴 
+15.0% / 🔴 +29.5% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,216 | 0.742 | 824,387/849,250/849,250 us | 🟢 
-6.9% / 🟢 +21.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `45b7b20` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 494 tuples/sec | 520 tuples/sec | 771.62 
tuples/sec | -5.0% | -36.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.301 MB/s | 0.317 MB/s | 0.471 MB/s | -5.0% | 
-36.1% |
   | bs=10 sw=10 sl=64 | p50 | 19,815 us | 18,887 us | 12,626 us | +4.9% | 
+56.9% |
   | bs=10 sw=10 sl=64 | p95 | 27,874 us | 27,371 us | 15,786 us | +1.8% | 
+76.6% |
   | bs=10 sw=10 sl=64 | p99 | 27,874 us | 27,371 us | 19,344 us | +1.8% | 
+44.1% |
   | bs=100 sw=10 sl=64 | throughput | 1,007 tuples/sec | 1,034 tuples/sec | 
971.56 tuples/sec | -2.6% | +3.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.615 MB/s | 0.631 MB/s | 0.593 MB/s | -2.5% | 
+3.7% |
   | bs=100 sw=10 sl=64 | p50 | 97,177 us | 93,493 us | 103,463 us | +3.9% | 
-6.1% |
   | bs=100 sw=10 sl=64 | p95 | 142,829 us | 124,197 us | 110,296 us | +15.0% | 
+29.5% |
   | bs=100 sw=10 sl=64 | p99 | 142,829 us | 124,197 us | 118,690 us | +15.0% | 
+20.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,216 tuples/sec | 1,203 tuples/sec | 
1,001 tuples/sec | +1.1% | +21.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.742 MB/s | 0.735 MB/s | 0.611 MB/s | +1.0% 
| +21.4% |
   | bs=1000 sw=10 sl=64 | p50 | 824,387 us | 826,186 us | 1,008,988 us | -0.2% 
| -18.3% |
   | bs=1000 sw=10 sl=64 | p95 | 849,250 us | 911,779 us | 1,055,260 us | -6.9% 
| -19.5% |
   | bs=1000 sw=10 sl=64 | p99 | 849,250 us | 911,779 us | 1,074,689 us | -6.9% 
| -21.0% |
   
   </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
   0,10,10,64,20,404.98,200,128000,494,0.301,19814.56,27874.35,27874.35
   1,100,10,64,20,1985.27,2000,1280000,1007,0.615,97177.37,142829.28,142829.28
   
2,1000,10,64,20,16443.42,20000,12800000,1216,0.742,824386.58,849250.27,849250.27
   ```
   
   </details>
   


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