github-actions[bot] commented on PR #6913:
URL: https://github.com/apache/texera/pull/6913#issuecomment-5085368752

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 4 better · 🔴 0 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `f521750` 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/30219899219)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 413 | 0.252 | 23,576/30,143/30,143 us | 🟢 -11.1% / 
🔴 +86.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 812 | 0.495 | 122,024/149,888/149,888 us | 🟢 
-9.5% / 🔴 +37.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 947 | 0.578 | 1,061,713/1,097,831/1,097,831 us | 
⚪ within ±5% / 🔴 +5.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f521750` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 413 tuples/sec | 420 tuples/sec | 759.72 
tuples/sec | -1.7% | -45.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.252 MB/s | 0.256 MB/s | 0.464 MB/s | -1.6% | 
-45.7% |
   | bs=10 sw=10 sl=64 | p50 | 23,576 us | 22,854 us | 12,653 us | +3.2% | 
+86.3% |
   | bs=10 sw=10 sl=64 | p95 | 30,143 us | 33,917 us | 16,371 us | -11.1% | 
+84.1% |
   | bs=10 sw=10 sl=64 | p99 | 30,143 us | 33,917 us | 19,941 us | -11.1% | 
+51.2% |
   | bs=100 sw=10 sl=64 | throughput | 812 tuples/sec | 819 tuples/sec | 966.78 
tuples/sec | -0.9% | -16.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.495 MB/s | 0.5 MB/s | 0.59 MB/s | -1.0% | 
-16.1% |
   | bs=100 sw=10 sl=64 | p50 | 122,024 us | 116,670 us | 103,654 us | +4.6% | 
+17.7% |
   | bs=100 sw=10 sl=64 | p95 | 149,888 us | 165,561 us | 109,308 us | -9.5% | 
+37.1% |
   | bs=100 sw=10 sl=64 | p99 | 149,888 us | 165,561 us | 116,369 us | -9.5% | 
+28.8% |
   | bs=1000 sw=10 sl=64 | throughput | 947 tuples/sec | 930 tuples/sec | 
997.95 tuples/sec | +1.8% | -5.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.578 MB/s | 0.568 MB/s | 0.609 MB/s | +1.8% 
| -5.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,061,713 us | 1,074,361 us | 1,007,348 us | 
-1.2% | +5.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,097,831 us | 1,143,338 us | 1,050,149 us | 
-4.0% | +4.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,097,831 us | 1,143,338 us | 1,079,497 us | 
-4.0% | +1.7% |
   
   </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
   0,10,10,64,20,484.32,200,128000,413,0.252,23575.80,30142.89,30142.89
   1,100,10,64,20,2463.59,2000,1280000,812,0.495,122024.29,149888.01,149888.01
   
2,1000,10,64,20,21117.80,20000,12800000,947,0.578,1061712.65,1097831.35,1097831.35
   ```
   
   </details>
   


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