github-actions[bot] commented on PR #8534:
URL: https://github.com/apache/texera/pull/8534#issuecomment-5655767354

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `7190a81` 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/34779271176)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 396 | 0.242 | 24,785/31,565/31,565 us | 🟢 -38.3% / 
🔴 +114.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 789 | 0.481 | 124,279/179,710/179,710 us | 🔴 
+5.6% / 🔴 +80.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 925 | 0.564 | 1,072,288/1,182,332/1,182,332 us | 
⚪ within ±5% / 🔴 +24.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7190a81` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 396 tuples/sec | 395 tuples/sec | 838.23 
tuples/sec | +0.3% | -52.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.242 MB/s | 0.241 MB/s | 0.512 MB/s | +0.4% | 
-52.7% |
   | bs=10 sw=10 sl=64 | p50 | 24,785 us | 21,503 us | 11,878 us | +15.3% | 
+108.7% |
   | bs=10 sw=10 sl=64 | p95 | 31,565 us | 51,171 us | 14,690 us | -38.3% | 
+114.9% |
   | bs=10 sw=10 sl=64 | p99 | 31,565 us | 51,171 us | 18,483 us | -38.3% | 
+70.8% |
   | bs=100 sw=10 sl=64 | throughput | 789 tuples/sec | 831 tuples/sec | 1,095 
tuples/sec | -5.1% | -27.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.481 MB/s | 0.507 MB/s | 0.668 MB/s | -5.1% | 
-28.0% |
   | bs=100 sw=10 sl=64 | p50 | 124,279 us | 118,884 us | 92,901 us | +4.5% | 
+33.8% |
   | bs=100 sw=10 sl=64 | p95 | 179,710 us | 170,183 us | 99,480 us | +5.6% | 
+80.6% |
   | bs=100 sw=10 sl=64 | p99 | 179,710 us | 170,183 us | 112,580 us | +5.6% | 
+59.6% |
   | bs=1000 sw=10 sl=64 | throughput | 925 tuples/sec | 926 tuples/sec | 1,126 
tuples/sec | -0.1% | -17.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.564 MB/s | 0.565 MB/s | 0.687 MB/s | -0.2% 
| -18.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,072,288 us | 1,075,193 us | 912,010 us | 
-0.3% | +17.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,182,332 us | 1,129,849 us | 950,922 us | 
+4.6% | +24.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,182,332 us | 1,129,849 us | 983,333 us | 
+4.6% | +20.2% |
   
   </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
   0,10,10,64,20,504.62,200,128000,396,0.242,24785.35,31564.83,31564.83
   1,100,10,64,20,2535.49,2000,1280000,789,0.481,124279.07,179710.00,179710.00
   
2,1000,10,64,20,21626.85,20000,12800000,925,0.564,1072287.72,1182332.44,1182332.44
   ```
   
   </details>
   


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