github-actions[bot] commented on PR #7151:
URL: https://github.com/apache/texera/pull/7151#issuecomment-5138690809

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 1 worse · ⚪ 14 noise (<±5%) · 0 without baseline
   
   > Compared against main `91ed98d` 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/30599803552)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 401 | 0.245 | 24,448/34,133/34,133 us | 🔴 +9.3% / 
🔴 +116.2% |
   | ⚪ | bs=100 sw=10 sl=64 | 813 | 0.496 | 119,066/155,332/155,332 us | ⚪ 
within ±5% / 🔴 +40.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 920 | 0.561 | 1,085,600/1,124,657/1,124,657 us | 
⚪ within ±5% / 🔴 -8.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `91ed98d` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 401 tuples/sec | 404 tuples/sec | 771.62 
tuples/sec | -0.7% | -48.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.245 MB/s | 0.247 MB/s | 0.471 MB/s | -0.8% | 
-48.0% |
   | bs=10 sw=10 sl=64 | p50 | 24,448 us | 22,366 us | 12,626 us | +9.3% | 
+93.6% |
   | bs=10 sw=10 sl=64 | p95 | 34,133 us | 35,697 us | 15,786 us | -4.4% | 
+116.2% |
   | bs=10 sw=10 sl=64 | p99 | 34,133 us | 35,697 us | 19,344 us | -4.4% | 
+76.5% |
   | bs=100 sw=10 sl=64 | throughput | 813 tuples/sec | 807 tuples/sec | 971.56 
tuples/sec | +0.7% | -16.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.496 MB/s | 0.492 MB/s | 0.593 MB/s | +0.8% | 
-16.4% |
   | bs=100 sw=10 sl=64 | p50 | 119,066 us | 124,036 us | 103,463 us | -4.0% | 
+15.1% |
   | bs=100 sw=10 sl=64 | p95 | 155,332 us | 148,682 us | 110,296 us | +4.5% | 
+40.8% |
   | bs=100 sw=10 sl=64 | p99 | 155,332 us | 148,682 us | 118,690 us | +4.5% | 
+30.9% |
   | bs=1000 sw=10 sl=64 | throughput | 920 tuples/sec | 929 tuples/sec | 1,001 
tuples/sec | -1.0% | -8.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.567 MB/s | 0.611 MB/s | -1.1% 
| -8.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,085,600 us | 1,075,537 us | 1,008,988 us | 
+0.9% | +7.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,124,657 us | 1,102,313 us | 1,055,260 us | 
+2.0% | +6.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,124,657 us | 1,102,313 us | 1,074,689 us | 
+2.0% | +4.6% |
   
   </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
   0,10,10,64,20,499.00,200,128000,401,0.245,24447.51,34133.29,34133.29
   1,100,10,64,20,2460.90,2000,1280000,813,0.496,119065.95,155332.07,155332.07
   
2,1000,10,64,20,21744.01,20000,12800000,920,0.561,1085600.45,1124657.19,1124657.19
   ```
   
   </details>
   


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