github-actions[bot] commented on PR #7579:
URL: https://github.com/apache/texera/pull/7579#issuecomment-5259323183

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 7 better · 🔴 0 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `e878df3` 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/31539846131)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 407 | 0.248 | 23,800/33,677/33,677 us | 🟢 -16.1% / 
🔴 +110.6% |
   | 🟢 | bs=100 sw=10 sl=64 | 803 | 0.49 | 124,429/142,300/142,300 us | 🟢 -7.1% 
/ 🔴 +31.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 906 | 0.553 | 1,107,821/1,156,913/1,156,913 us | 
⚪ within ±5% / 🔴 -12.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e878df3` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 407 tuples/sec | 364 tuples/sec | 784.3 
tuples/sec | +11.8% | -48.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.248 MB/s | 0.222 MB/s | 0.479 MB/s | +11.7% | 
-48.2% |
   | bs=10 sw=10 sl=64 | p50 | 23,800 us | 26,433 us | 12,590 us | -10.0% | 
+89.0% |
   | bs=10 sw=10 sl=64 | p95 | 33,677 us | 40,133 us | 15,991 us | -16.1% | 
+110.6% |
   | bs=10 sw=10 sl=64 | p99 | 33,677 us | 40,133 us | 18,694 us | -16.1% | 
+80.1% |
   | bs=100 sw=10 sl=64 | throughput | 803 tuples/sec | 803 tuples/sec | 1,002 
tuples/sec | 0.0% | -19.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.49 MB/s | 0.49 MB/s | 0.612 MB/s | 0.0% | 
-19.9% |
   | bs=100 sw=10 sl=64 | p50 | 124,429 us | 120,026 us | 101,285 us | +3.7% | 
+22.9% |
   | bs=100 sw=10 sl=64 | p95 | 142,300 us | 153,245 us | 108,068 us | -7.1% | 
+31.7% |
   | bs=100 sw=10 sl=64 | p99 | 142,300 us | 153,245 us | 118,235 us | -7.1% | 
+20.4% |
   | bs=1000 sw=10 sl=64 | throughput | 906 tuples/sec | 914 tuples/sec | 1,030 
tuples/sec | -0.9% | -12.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.553 MB/s | 0.558 MB/s | 0.629 MB/s | -0.9% 
| -12.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,107,821 us | 1,095,039 us | 991,882 us | 
+1.2% | +11.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,156,913 us | 1,151,793 us | 1,038,496 us | 
+0.4% | +11.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,156,913 us | 1,151,793 us | 1,068,265 us | 
+0.4% | +8.3% |
   
   </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
   0,10,10,64,20,491.82,200,128000,407,0.248,23800.27,33676.64,33676.64
   1,100,10,64,20,2489.88,2000,1280000,803,0.490,124429.26,142300.40,142300.40
   
2,1000,10,64,20,22065.34,20000,12800000,906,0.553,1107821.12,1156913.28,1156913.28
   ```
   
   </details>
   


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