github-actions[bot] commented on PR #8786:
URL: https://github.com/apache/texera/pull/8786#issuecomment-5920164436

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `98d3d4b` 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/36777618409)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 318 | 0.194 | 31,117/39,897/39,897 us | 🔴 +21.6% / 
🔴 +152.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 758 | 0.463 | 128,746/154,582/154,582 us | 🟢 
-5.6% / 🔴 +45.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 857 | 0.523 | 1,165,038/1,237,413/1,237,413 us | 
⚪ within ±5% / 🔴 +22.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `98d3d4b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 318 tuples/sec | 375 tuples/sec | 818.62 
tuples/sec | -15.2% | -61.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.194 MB/s | 0.229 MB/s | 0.5 MB/s | -15.3% | 
-61.2% |
   | bs=10 sw=10 sl=64 | p50 | 31,117 us | 25,599 us | 12,404 us | +21.6% | 
+150.9% |
   | bs=10 sw=10 sl=64 | p95 | 39,897 us | 41,224 us | 15,787 us | -3.2% | 
+152.7% |
   | bs=10 sw=10 sl=64 | p99 | 39,897 us | 41,224 us | 18,928 us | -3.2% | 
+110.8% |
   | bs=100 sw=10 sl=64 | throughput | 758 tuples/sec | 745 tuples/sec | 1,058 
tuples/sec | +1.7% | -28.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.463 MB/s | 0.454 MB/s | 0.646 MB/s | +2.0% | 
-28.3% |
   | bs=100 sw=10 sl=64 | p50 | 128,746 us | 129,059 us | 99,149 us | -0.2% | 
+29.9% |
   | bs=100 sw=10 sl=64 | p95 | 154,582 us | 163,715 us | 106,165 us | -5.6% | 
+45.6% |
   | bs=100 sw=10 sl=64 | p99 | 154,582 us | 163,715 us | 114,997 us | -5.6% | 
+34.4% |
   | bs=1000 sw=10 sl=64 | throughput | 857 tuples/sec | 875 tuples/sec | 1,088 
tuples/sec | -2.1% | -21.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.523 MB/s | 0.534 MB/s | 0.664 MB/s | -2.1% 
| -21.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,165,038 us | 1,143,369 us | 971,066 us | 
+1.9% | +20.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,237,413 us | 1,200,662 us | 1,011,680 us | 
+3.1% | +22.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,237,413 us | 1,200,662 us | 1,037,719 us | 
+3.1% | +19.2% |
   
   </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
   0,10,10,64,20,628.63,200,128000,318,0.194,31116.63,39897.48,39897.48
   1,100,10,64,20,2638.30,2000,1280000,758,0.463,128746.05,154581.50,154581.50
   
2,1000,10,64,20,23341.54,20000,12800000,857,0.523,1165038.26,1237413.28,1237413.28
   ```
   
   </details>
   


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