github-actions[bot] commented on PR #6893:
URL: https://github.com/apache/texera/pull/6893#issuecomment-5077688003

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `7e4a9b4` 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/30150899365)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 534 | 0.326 | 17,907/25,787/25,787 us | 🔴 +8.5% / 
🔴 +55.4% |
   | ⚪ | bs=100 sw=10 sl=64 | 1,125 | 0.687 | 86,641/110,706/110,706 us | ⚪ 
within ±5% / 🟢 -16.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,331 | 0.813 | 748,515/789,279/789,279 us | ⚪ 
within ±5% / 🟢 +32.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7e4a9b4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 534 tuples/sec | 582 tuples/sec | 754.55 
tuples/sec | -8.2% | -29.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.326 MB/s | 0.355 MB/s | 0.461 MB/s | -8.2% | 
-29.2% |
   | bs=10 sw=10 sl=64 | p50 | 17,907 us | 16,504 us | 12,816 us | +8.5% | 
+39.7% |
   | bs=10 sw=10 sl=64 | p95 | 25,787 us | 27,168 us | 16,594 us | -5.1% | 
+55.4% |
   | bs=10 sw=10 sl=64 | p99 | 25,787 us | 27,168 us | 19,806 us | -5.1% | 
+30.2% |
   | bs=100 sw=10 sl=64 | throughput | 1,125 tuples/sec | 1,155 tuples/sec | 
969.38 tuples/sec | -2.6% | +16.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.687 MB/s | 0.705 MB/s | 0.592 MB/s | -2.6% | 
+16.1% |
   | bs=100 sw=10 sl=64 | p50 | 86,641 us | 85,019 us | 103,584 us | +1.9% | 
-16.4% |
   | bs=100 sw=10 sl=64 | p95 | 110,706 us | 110,724 us | 109,097 us | -0.0% | 
+1.5% |
   | bs=100 sw=10 sl=64 | p99 | 110,706 us | 110,724 us | 117,304 us | -0.0% | 
-5.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,331 tuples/sec | 1,322 tuples/sec | 
1,004 tuples/sec | +0.7% | +32.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.813 MB/s | 0.807 MB/s | 0.613 MB/s | +0.7% 
| +32.7% |
   | bs=1000 sw=10 sl=64 | p50 | 748,515 us | 755,427 us | 1,002,357 us | -0.9% 
| -25.3% |
   | bs=1000 sw=10 sl=64 | p95 | 789,279 us | 773,322 us | 1,046,463 us | +2.1% 
| -24.6% |
   | bs=1000 sw=10 sl=64 | p99 | 789,279 us | 773,322 us | 1,073,661 us | +2.1% 
| -26.5% |
   
   </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
   0,10,10,64,20,374.29,200,128000,534,0.326,17906.62,25787.44,25787.44
   1,100,10,64,20,1777.21,2000,1280000,1125,0.687,86641.08,110705.58,110705.58
   
2,1000,10,64,20,15021.35,20000,12800000,1331,0.813,748514.97,789279.36,789279.36
   ```
   
   </details>
   


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