github-actions[bot] commented on PR #6049:
URL: https://github.com/apache/texera/pull/6049#issuecomment-4860101050

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `a1a7eb0` 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/28547959511)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 382 | 0.233 | 26,293/33,560/33,560 us | 🔴 -7.5% / 
🔴 +127.0% |
   | ⚪ | bs=100 sw=10 sl=64 | 836 | 0.51 | 117,163/141,794/141,794 us | ⚪ 
within ±5% / 🔴 +32.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 950 | 0.58 | 1,056,913/1,092,430/1,092,430 us | 
⚪ within ±5% / 🔴 +7.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a1a7eb0` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 382 tuples/sec | 413 tuples/sec | 786.27 
tuples/sec | -7.5% | -51.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.233 MB/s | 0.252 MB/s | 0.48 MB/s | -7.5% | 
-51.4% |
   | bs=10 sw=10 sl=64 | p50 | 26,293 us | 24,980 us | 12,495 us | +5.3% | 
+110.4% |
   | bs=10 sw=10 sl=64 | p95 | 33,560 us | 35,419 us | 14,784 us | -5.2% | 
+127.0% |
   | bs=10 sw=10 sl=64 | p99 | 33,560 us | 35,419 us | 18,468 us | -5.2% | 
+81.7% |
   | bs=100 sw=10 sl=64 | throughput | 836 tuples/sec | 819 tuples/sec | 991.49 
tuples/sec | +2.1% | -15.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.51 MB/s | 0.5 MB/s | 0.605 MB/s | +2.0% | 
-15.7% |
   | bs=100 sw=10 sl=64 | p50 | 117,163 us | 118,828 us | 100,929 us | -1.4% | 
+16.1% |
   | bs=100 sw=10 sl=64 | p95 | 141,794 us | 144,593 us | 106,894 us | -1.9% | 
+32.6% |
   | bs=100 sw=10 sl=64 | p99 | 141,794 us | 144,593 us | 114,085 us | -1.9% | 
+24.3% |
   | bs=1000 sw=10 sl=64 | throughput | 950 tuples/sec | 941 tuples/sec | 1,023 
tuples/sec | +1.0% | -7.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.58 MB/s | 0.574 MB/s | 0.624 MB/s | +1.0% | 
-7.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,056,913 us | 1,059,164 us | 983,835 us | 
-0.2% | +7.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,092,430 us | 1,094,588 us | 1,023,777 us | 
-0.2% | +6.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,092,430 us | 1,094,588 us | 1,053,883 us | 
-0.2% | +3.7% |
   
   </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
   0,10,10,64,20,523.48,200,128000,382,0.233,26292.81,33559.97,33559.97
   1,100,10,64,20,2391.38,2000,1280000,836,0.510,117162.59,141793.86,141793.86
   
2,1000,10,64,20,21059.10,20000,12800000,950,0.580,1056912.55,1092430.40,1092430.40
   ```
   
   </details>
   


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