github-actions[bot] commented on PR #6882:
URL: https://github.com/apache/texera/pull/6882#issuecomment-5076709453

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `429be11` 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/30142317572)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 381 | 0.233 | 26,836/37,319/37,319 us | 🔴 +7.3% / 
🔴 +124.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 798 | 0.487 | 121,066/164,243/164,243 us | 🔴 
+16.8% / 🔴 +50.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 922 | 0.563 | 1,086,229/1,108,232/1,108,232 us | 
⚪ within ±5% / 🔴 +8.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `429be11` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 381 tuples/sec | 395 tuples/sec | 754.55 
tuples/sec | -3.5% | -49.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.233 MB/s | 0.241 MB/s | 0.461 MB/s | -3.3% | 
-49.4% |
   | bs=10 sw=10 sl=64 | p50 | 26,836 us | 25,015 us | 12,816 us | +7.3% | 
+109.4% |
   | bs=10 sw=10 sl=64 | p95 | 37,319 us | 35,227 us | 16,594 us | +5.9% | 
+124.9% |
   | bs=10 sw=10 sl=64 | p99 | 37,319 us | 35,227 us | 19,806 us | +5.9% | 
+88.4% |
   | bs=100 sw=10 sl=64 | throughput | 798 tuples/sec | 840 tuples/sec | 969.38 
tuples/sec | -5.0% | -17.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.487 MB/s | 0.513 MB/s | 0.592 MB/s | -5.1% | 
-17.7% |
   | bs=100 sw=10 sl=64 | p50 | 121,066 us | 119,223 us | 103,584 us | +1.5% | 
+16.9% |
   | bs=100 sw=10 sl=64 | p95 | 164,243 us | 140,620 us | 109,097 us | +16.8% | 
+50.5% |
   | bs=100 sw=10 sl=64 | p99 | 164,243 us | 140,620 us | 117,304 us | +16.8% | 
+40.0% |
   | bs=1000 sw=10 sl=64 | throughput | 922 tuples/sec | 900 tuples/sec | 1,004 
tuples/sec | +2.4% | -8.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.549 MB/s | 0.613 MB/s | +2.6% 
| -8.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,086,229 us | 1,108,891 us | 1,002,357 us | 
-2.0% | +8.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,108,232 us | 1,145,213 us | 1,046,463 us | 
-3.2% | +5.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,108,232 us | 1,145,213 us | 1,073,661 us | 
-3.2% | +3.2% |
   
   </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
   0,10,10,64,20,524.81,200,128000,381,0.233,26836.05,37319.02,37319.02
   1,100,10,64,20,2504.70,2000,1280000,798,0.487,121066.11,164242.86,164242.86
   
2,1000,10,64,20,21700.57,20000,12800000,922,0.563,1086229.06,1108232.49,1108232.49
   ```
   
   </details>
   


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