github-actions[bot] commented on PR #8271:
URL: https://github.com/apache/texera/pull/8271#issuecomment-5474607651

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `50321e4` 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/33363941663)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 443 | 0.27 | 22,152/29,495/29,495 us | 🟢 -23.1% / 
🔴 +99.5% |
   | 🟢 | bs=100 sw=10 sl=64 | 921 | 0.562 | 106,782/119,205/119,205 us | 🟢 
-21.8% / 🔴 +18.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,065 | 0.65 | 937,693/1,018,121/1,018,121 us | 
⚪ within ±5% / 🔴 +5.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `50321e4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 443 tuples/sec | 455 tuples/sec | 844.57 
tuples/sec | -2.6% | -47.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.27 MB/s | 0.277 MB/s | 0.515 MB/s | -2.5% | 
-47.6% |
   | bs=10 sw=10 sl=64 | p50 | 22,152 us | 18,970 us | 11,837 us | +16.8% | 
+87.1% |
   | bs=10 sw=10 sl=64 | p95 | 29,495 us | 38,380 us | 14,788 us | -23.1% | 
+99.5% |
   | bs=10 sw=10 sl=64 | p99 | 29,495 us | 38,380 us | 17,651 us | -23.1% | 
+67.1% |
   | bs=100 sw=10 sl=64 | throughput | 921 tuples/sec | 901 tuples/sec | 1,084 
tuples/sec | +2.2% | -15.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.562 MB/s | 0.55 MB/s | 0.662 MB/s | +2.2% | 
-15.1% |
   | bs=100 sw=10 sl=64 | p50 | 106,782 us | 105,690 us | 94,505 us | +1.0% | 
+13.0% |
   | bs=100 sw=10 sl=64 | p95 | 119,205 us | 152,482 us | 100,941 us | -21.8% | 
+18.1% |
   | bs=100 sw=10 sl=64 | p99 | 119,205 us | 152,482 us | 108,642 us | -21.8% | 
+9.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,065 tuples/sec | 1,082 tuples/sec | 
1,119 tuples/sec | -1.6% | -4.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.65 MB/s | 0.66 MB/s | 0.683 MB/s | -1.5% | 
-4.9% |
   | bs=1000 sw=10 sl=64 | p50 | 937,693 us | 920,960 us | 924,404 us | +1.8% | 
+1.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,018,121 us | 979,214 us | 967,785 us | +4.0% 
| +5.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,018,121 us | 979,214 us | 995,630 us | +4.0% 
| +2.3% |
   
   </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
   0,10,10,64,20,451.83,200,128000,443,0.270,22151.63,29495.42,29495.42
   1,100,10,64,20,2171.88,2000,1280000,921,0.562,106781.73,119204.80,119204.80
   
2,1000,10,64,20,18781.79,20000,12800000,1065,0.650,937693.15,1018121.08,1018121.08
   ```
   
   </details>
   


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