github-actions[bot] commented on PR #7554:
URL: https://github.com/apache/texera/pull/7554#issuecomment-5251244490

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `686aedb` 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/31473756463)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 427 | 0.261 | 23,258/29,841/29,841 us | 🟢 -13.7% / 
🔴 +79.6% |
   | 🟢 | bs=100 sw=10 sl=64 | 937 | 0.572 | 107,016/126,550/126,550 us | 🟢 
-11.4% / 🔴 +11.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,080 | 0.659 | 921,712/968,577/968,577 us | ⚪ 
within ±5% / 🟢 -13.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `686aedb` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 427 tuples/sec | 439 tuples/sec | 740.3 
tuples/sec | -2.7% | -42.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.261 MB/s | 0.268 MB/s | 0.452 MB/s | -2.6% | 
-42.2% |
   | bs=10 sw=10 sl=64 | p50 | 23,258 us | 21,377 us | 13,173 us | +8.8% | 
+76.6% |
   | bs=10 sw=10 sl=64 | p95 | 29,841 us | 34,588 us | 16,615 us | -13.7% | 
+79.6% |
   | bs=10 sw=10 sl=64 | p99 | 29,841 us | 34,588 us | 19,272 us | -13.7% | 
+54.8% |
   | bs=100 sw=10 sl=64 | throughput | 937 tuples/sec | 943 tuples/sec | 939.86 
tuples/sec | -0.6% | -0.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.572 MB/s | 0.576 MB/s | 0.574 MB/s | -0.7% | 
-0.3% |
   | bs=100 sw=10 sl=64 | p50 | 107,016 us | 105,146 us | 106,062 us | +1.8% | 
+0.9% |
   | bs=100 sw=10 sl=64 | p95 | 126,550 us | 142,907 us | 113,212 us | -11.4% | 
+11.8% |
   | bs=100 sw=10 sl=64 | p99 | 126,550 us | 142,907 us | 123,853 us | -11.4% | 
+2.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,080 tuples/sec | 1,087 tuples/sec | 
966.11 tuples/sec | -0.6% | +11.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.659 MB/s | 0.664 MB/s | 0.59 MB/s | -0.8% | 
+11.8% |
   | bs=1000 sw=10 sl=64 | p50 | 921,712 us | 916,963 us | 1,038,733 us | +0.5% 
| -11.3% |
   | bs=1000 sw=10 sl=64 | p95 | 968,577 us | 977,093 us | 1,085,289 us | -0.9% 
| -10.8% |
   | bs=1000 sw=10 sl=64 | p99 | 968,577 us | 977,093 us | 1,115,555 us | -0.9% 
| -13.2% |
   
   </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
   0,10,10,64,20,468.27,200,128000,427,0.261,23258.11,29840.91,29840.91
   1,100,10,64,20,2135.13,2000,1280000,937,0.572,107016.19,126549.57,126549.57
   
2,1000,10,64,20,18513.79,20000,12800000,1080,0.659,921712.09,968577.18,968577.18
   ```
   
   </details>
   


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