github-actions[bot] commented on PR #7745:
URL: https://github.com/apache/texera/pull/7745#issuecomment-5322019583

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `60300e3` 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/32085358218)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 534 | 0.326 | 18,296/23,675/23,675 us | 🟢 -10.5% / 
🔴 +48.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,220 | 0.745 | 81,308/102,079/102,079 us | 🔴 
+15.4% / 🟢 +20.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,408 | 0.86 | 708,211/795,019/795,019 us | ⚪ 
within ±5% / 🟢 +34.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `60300e3` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 534 tuples/sec | 516 tuples/sec | 779.07 
tuples/sec | +3.5% | -31.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.326 MB/s | 0.315 MB/s | 0.476 MB/s | +3.5% | 
-31.4% |
   | bs=10 sw=10 sl=64 | p50 | 18,296 us | 17,346 us | 12,818 us | +5.5% | 
+42.7% |
   | bs=10 sw=10 sl=64 | p95 | 23,675 us | 26,465 us | 15,986 us | -10.5% | 
+48.1% |
   | bs=10 sw=10 sl=64 | p99 | 23,675 us | 26,465 us | 19,339 us | -10.5% | 
+22.4% |
   | bs=100 sw=10 sl=64 | throughput | 1,220 tuples/sec | 1,262 tuples/sec | 
1,011 tuples/sec | -3.3% | +20.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.745 MB/s | 0.77 MB/s | 0.617 MB/s | -3.2% | 
+20.7% |
   | bs=100 sw=10 sl=64 | p50 | 81,308 us | 79,534 us | 100,965 us | +2.2% | 
-19.5% |
   | bs=100 sw=10 sl=64 | p95 | 102,079 us | 88,468 us | 107,295 us | +15.4% | 
-4.9% |
   | bs=100 sw=10 sl=64 | p99 | 102,079 us | 88,468 us | 115,531 us | +15.4% | 
-11.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,408 tuples/sec | 1,404 tuples/sec | 
1,049 tuples/sec | +0.3% | +34.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.86 MB/s | 0.857 MB/s | 0.64 MB/s | +0.4% | 
+34.3% |
   | bs=1000 sw=10 sl=64 | p50 | 708,211 us | 715,305 us | 978,248 us | -1.0% | 
-27.6% |
   | bs=1000 sw=10 sl=64 | p95 | 795,019 us | 797,301 us | 1,021,881 us | -0.3% 
| -22.2% |
   | bs=1000 sw=10 sl=64 | p99 | 795,019 us | 797,301 us | 1,050,075 us | -0.3% 
| -24.3% |
   
   </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
   0,10,10,64,20,374.45,200,128000,534,0.326,18295.94,23674.79,23674.79
   1,100,10,64,20,1639.42,2000,1280000,1220,0.745,81307.90,102079.47,102079.47
   
2,1000,10,64,20,14201.99,20000,12800000,1408,0.860,708210.60,795019.22,795019.22
   ```
   
   </details>
   


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