github-actions[bot] commented on PR #5951:
URL: https://github.com/apache/texera/pull/5951#issuecomment-4806450962

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 8 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `2ebfc28` 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/28217671355)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 417 | 0.255 | 23,403/34,260/34,260 us | 🔴 +16.8% / 
🔴 +130.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 915 | 0.558 | 109,153/124,191/124,191 us | 🔴 
+8.6% / 🔴 +16.9% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,118 | 0.683 | 892,267/938,516/938,516 us | 🟢 
-7.0% / 🟢 -10.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `2ebfc28` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 417 tuples/sec | 465 tuples/sec | 781.13 
tuples/sec | -10.3% | -46.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.255 MB/s | 0.284 MB/s | 0.477 MB/s | -10.2% | 
-46.5% |
   | bs=10 sw=10 sl=64 | p50 | 23,403 us | 20,042 us | 12,542 us | +16.8% | 
+86.6% |
   | bs=10 sw=10 sl=64 | p95 | 34,260 us | 31,730 us | 14,886 us | +8.0% | 
+130.1% |
   | bs=10 sw=10 sl=64 | p99 | 34,260 us | 31,730 us | 17,580 us | +8.0% | 
+94.9% |
   | bs=100 sw=10 sl=64 | throughput | 915 tuples/sec | 973 tuples/sec | 999.37 
tuples/sec | -6.0% | -8.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.558 MB/s | 0.594 MB/s | 0.61 MB/s | -6.1% | 
-8.5% |
   | bs=100 sw=10 sl=64 | p50 | 109,153 us | 100,493 us | 99,687 us | +8.6% | 
+9.5% |
   | bs=100 sw=10 sl=64 | p95 | 124,191 us | 129,522 us | 106,271 us | -4.1% | 
+16.9% |
   | bs=100 sw=10 sl=64 | p99 | 124,191 us | 129,522 us | 115,445 us | -4.1% | 
+7.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,118 tuples/sec | 1,092 tuples/sec | 
1,036 tuples/sec | +2.4% | +7.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.683 MB/s | 0.667 MB/s | 0.632 MB/s | +2.4% 
| +8.0% |
   | bs=1000 sw=10 sl=64 | p50 | 892,267 us | 909,739 us | 970,675 us | -1.9% | 
-8.1% |
   | bs=1000 sw=10 sl=64 | p95 | 938,516 us | 1,008,686 us | 1,011,928 us | 
-7.0% | -7.3% |
   | bs=1000 sw=10 sl=64 | p99 | 938,516 us | 1,008,686 us | 1,045,045 us | 
-7.0% | -10.2% |
   
   </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
   0,10,10,64,20,479.16,200,128000,417,0.255,23402.77,34260.38,34260.38
   1,100,10,64,20,2186.39,2000,1280000,915,0.558,109152.63,124190.54,124190.54
   
2,1000,10,64,20,17884.63,20000,12800000,1118,0.683,892266.81,938515.79,938515.79
   ```
   
   </details>
   


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