github-actions[bot] commented on PR #7046:
URL: https://github.com/apache/texera/pull/7046#issuecomment-5122566785

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `a61702f` 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/30482759759)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 363 | 0.222 | 25,238/37,117/37,117 us | 🔴 -14.4% / 
🔴 +135.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 781 | 0.476 | 124,340/170,211/170,211 us | 🔴 
+10.1% / 🔴 +58.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 913 | 0.557 | 1,095,712/1,150,204/1,150,204 us | 
⚪ within ±5% / 🔴 +11.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a61702f` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 363 tuples/sec | 424 tuples/sec | 786.12 
tuples/sec | -14.4% | -53.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.222 MB/s | 0.259 MB/s | 0.48 MB/s | -14.3% | 
-53.7% |
   | bs=10 sw=10 sl=64 | p50 | 25,238 us | 24,385 us | 12,305 us | +3.5% | 
+105.1% |
   | bs=10 sw=10 sl=64 | p95 | 37,117 us | 32,669 us | 15,774 us | +13.6% | 
+135.3% |
   | bs=10 sw=10 sl=64 | p99 | 37,117 us | 32,669 us | 18,978 us | +13.6% | 
+95.6% |
   | bs=100 sw=10 sl=64 | throughput | 781 tuples/sec | 844 tuples/sec | 999.71 
tuples/sec | -7.5% | -21.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.476 MB/s | 0.515 MB/s | 0.61 MB/s | -7.6% | 
-22.0% |
   | bs=100 sw=10 sl=64 | p50 | 124,340 us | 115,509 us | 100,616 us | +7.6% | 
+23.6% |
   | bs=100 sw=10 sl=64 | p95 | 170,211 us | 154,643 us | 107,356 us | +10.1% | 
+58.5% |
   | bs=100 sw=10 sl=64 | p99 | 170,211 us | 154,643 us | 113,255 us | +10.1% | 
+50.3% |
   | bs=1000 sw=10 sl=64 | throughput | 913 tuples/sec | 919 tuples/sec | 1,031 
tuples/sec | -0.7% | -11.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.561 MB/s | 0.63 MB/s | -0.7% | 
-11.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,095,712 us | 1,091,668 us | 980,328 us | 
+0.4% | +11.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,150,204 us | 1,134,182 us | 1,027,528 us | 
+1.4% | +11.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,150,204 us | 1,134,182 us | 1,054,298 us | 
+1.4% | +9.1% |
   
   </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
   0,10,10,64,20,551.04,200,128000,363,0.222,25238.28,37117.07,37117.07
   1,100,10,64,20,2562.41,2000,1280000,781,0.476,124339.89,170210.79,170210.79
   
2,1000,10,64,20,21913.00,20000,12800000,913,0.557,1095711.50,1150204.27,1150204.27
   ```
   
   </details>
   


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