github-actions[bot] commented on PR #9018:
URL: https://github.com/apache/texera/pull/9018#issuecomment-6257382726

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `3726dd7` 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/39182592141)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 367 | 0.224 | 28,399/35,650/35,650 us | 🔴 +10.0% / 
🔴 +166.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 764 | 0.466 | 126,610/173,956/173,956 us | 🔴 
+13.8% / 🔴 +88.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 927 | 0.566 | 1,067,308/1,184,673/1,184,673 us | 
⚪ within ±5% / 🔴 +39.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `3726dd7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 367 tuples/sec | 383 tuples/sec | 968.33 
tuples/sec | -4.2% | -62.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.224 MB/s | 0.234 MB/s | 0.591 MB/s | -4.3% | 
-62.1% |
   | bs=10 sw=10 sl=64 | p50 | 28,399 us | 25,819 us | 10,646 us | +10.0% | 
+166.8% |
   | bs=10 sw=10 sl=64 | p95 | 35,650 us | 36,427 us | 14,120 us | -2.1% | 
+152.5% |
   | bs=10 sw=10 sl=64 | p99 | 35,650 us | 36,427 us | 16,498 us | -2.1% | 
+116.1% |
   | bs=100 sw=10 sl=64 | throughput | 764 tuples/sec | 818 tuples/sec | 1,252 
tuples/sec | -6.6% | -39.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.466 MB/s | 0.499 MB/s | 0.764 MB/s | -6.6% | 
-39.0% |
   | bs=100 sw=10 sl=64 | p50 | 126,610 us | 118,376 us | 83,736 us | +7.0% | 
+51.2% |
   | bs=100 sw=10 sl=64 | p95 | 173,956 us | 152,828 us | 92,464 us | +13.8% | 
+88.1% |
   | bs=100 sw=10 sl=64 | p99 | 173,956 us | 152,828 us | 108,561 us | +13.8% | 
+60.2% |
   | bs=1000 sw=10 sl=64 | throughput | 927 tuples/sec | 915 tuples/sec | 1,321 
tuples/sec | +1.3% | -29.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.566 MB/s | 0.558 MB/s | 0.806 MB/s | +1.4% 
| -29.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,067,308 us | 1,091,617 us | 811,260 us | 
-2.2% | +31.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,184,673 us | 1,146,101 us | 847,636 us | 
+3.4% | +39.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,184,673 us | 1,146,101 us | 879,277 us | 
+3.4% | +34.7% |
   
   </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
   0,10,10,64,20,544.29,200,128000,367,0.224,28399.00,35649.93,35649.93
   1,100,10,64,20,2617.98,2000,1280000,764,0.466,126610.07,173955.61,173955.61
   
2,1000,10,64,20,21582.96,20000,12800000,927,0.566,1067307.99,1184672.58,1184672.58
   ```
   
   </details>
   


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