github-actions[bot] commented on PR #6869:
URL: https://github.com/apache/texera/pull/6869#issuecomment-5074595374

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `eae4f21` 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/30127575808)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 557 | 0.34 | 17,058/26,642/26,642 us | 🔴 +16.3% / 
🔴 +60.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,079 | 0.659 | 89,933/126,966/126,966 us | 🔴 
+7.0% / 🔴 +16.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,344 | 0.821 | 743,233/764,917/764,917 us | ⚪ 
within ±5% / 🟢 +34.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `eae4f21` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 557 tuples/sec | 581 tuples/sec | 754.55 
tuples/sec | -4.1% | -26.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.34 MB/s | 0.355 MB/s | 0.461 MB/s | -4.2% | 
-26.2% |
   | bs=10 sw=10 sl=64 | p50 | 17,058 us | 17,740 us | 12,816 us | -3.8% | 
+33.1% |
   | bs=10 sw=10 sl=64 | p95 | 26,642 us | 22,901 us | 16,594 us | +16.3% | 
+60.6% |
   | bs=10 sw=10 sl=64 | p99 | 26,642 us | 22,901 us | 19,806 us | +16.3% | 
+34.5% |
   | bs=100 sw=10 sl=64 | throughput | 1,079 tuples/sec | 1,158 tuples/sec | 
969.38 tuples/sec | -6.8% | +11.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.659 MB/s | 0.707 MB/s | 0.592 MB/s | -6.8% | 
+11.4% |
   | bs=100 sw=10 sl=64 | p50 | 89,933 us | 84,046 us | 103,584 us | +7.0% | 
-13.2% |
   | bs=100 sw=10 sl=64 | p95 | 126,966 us | 120,711 us | 109,097 us | +5.2% | 
+16.4% |
   | bs=100 sw=10 sl=64 | p99 | 126,966 us | 120,711 us | 117,304 us | +5.2% | 
+8.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,344 tuples/sec | 1,359 tuples/sec | 
1,004 tuples/sec | -1.1% | +33.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.821 MB/s | 0.83 MB/s | 0.613 MB/s | -1.1% | 
+34.0% |
   | bs=1000 sw=10 sl=64 | p50 | 743,233 us | 738,094 us | 1,002,357 us | +0.7% 
| -25.9% |
   | bs=1000 sw=10 sl=64 | p95 | 764,917 us | 759,955 us | 1,046,463 us | +0.7% 
| -26.9% |
   | bs=1000 sw=10 sl=64 | p99 | 764,917 us | 759,955 us | 1,073,661 us | +0.7% 
| -28.8% |
   
   </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
   0,10,10,64,20,358.80,200,128000,557,0.340,17057.77,26642.10,26642.10
   1,100,10,64,20,1853.16,2000,1280000,1079,0.659,89933.02,126966.30,126966.30
   
2,1000,10,64,20,14876.90,20000,12800000,1344,0.821,743233.16,764917.14,764917.14
   ```
   
   </details>
   


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