github-actions[bot] commented on PR #7297:
URL: https://github.com/apache/texera/pull/7297#issuecomment-5172037658

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `7f6402d` 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/30855096799)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 414 | 0.253 | 23,875/28,372/28,372 us | 🟢 -13.2% / 
🔴 +92.7% |
   | ⚪ | bs=100 sw=10 sl=64 | 816 | 0.498 | 119,757/140,180/140,180 us | ⚪ 
within ±5% / 🔴 +33.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 922 | 0.562 | 1,080,773/1,140,493/1,140,493 us | 
⚪ within ±5% / 🔴 +13.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7f6402d` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 414 tuples/sec | 433 tuples/sec | 791.9 
tuples/sec | -4.4% | -47.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.253 MB/s | 0.264 MB/s | 0.483 MB/s | -4.2% | 
-47.7% |
   | bs=10 sw=10 sl=64 | p50 | 23,875 us | 24,131 us | 12,391 us | -1.1% | 
+92.7% |
   | bs=10 sw=10 sl=64 | p95 | 28,372 us | 32,685 us | 15,336 us | -13.2% | 
+85.0% |
   | bs=10 sw=10 sl=64 | p99 | 28,372 us | 32,685 us | 18,924 us | -13.2% | 
+49.9% |
   | bs=100 sw=10 sl=64 | throughput | 816 tuples/sec | 847 tuples/sec | 1,018 
tuples/sec | -3.7% | -19.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.498 MB/s | 0.517 MB/s | 0.622 MB/s | -3.7% | 
-19.9% |
   | bs=100 sw=10 sl=64 | p50 | 119,757 us | 115,438 us | 98,925 us | +3.7% | 
+21.1% |
   | bs=100 sw=10 sl=64 | p95 | 140,180 us | 142,722 us | 105,265 us | -1.8% | 
+33.2% |
   | bs=100 sw=10 sl=64 | p99 | 140,180 us | 142,722 us | 112,729 us | -1.8% | 
+24.4% |
   | bs=1000 sw=10 sl=64 | throughput | 922 tuples/sec | 933 tuples/sec | 1,051 
tuples/sec | -1.2% | -12.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.562 MB/s | 0.57 MB/s | 0.641 MB/s | -1.4% | 
-12.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,080,773 us | 1,071,807 us | 964,104 us | 
+0.8% | +12.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,140,493 us | 1,103,746 us | 1,002,343 us | 
+3.3% | +13.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,140,493 us | 1,103,746 us | 1,030,483 us | 
+3.3% | +10.7% |
   
   </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
   0,10,10,64,20,482.70,200,128000,414,0.253,23875.18,28371.55,28371.55
   1,100,10,64,20,2450.89,2000,1280000,816,0.498,119756.51,140179.65,140179.65
   
2,1000,10,64,20,21703.43,20000,12800000,922,0.562,1080772.97,1140493.26,1140493.26
   ```
   
   </details>
   


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