github-actions[bot] commented on PR #5783:
URL: https://github.com/apache/texera/pull/5783#issuecomment-4746938876

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `731d671` 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/27795212921)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 413 | 0.252 | 24,765/29,026/29,026 us | 🔴 +24.1% / 
🟢 -17.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 805 | 0.492 | 122,343/150,385/150,385 us | 🔴 
+5.6% / 🔴 -9.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 920 | 0.561 | 1,087,535/1,121,610/1,121,610 us | 
⚪ within ±5% / 🔴 +11.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `731d671` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 413 tuples/sec | 427 tuples/sec | 410.82 
tuples/sec | -3.3% | +0.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.252 MB/s | 0.261 MB/s | 0.251 MB/s | -3.4% | 
+0.5% |
   | bs=10 sw=10 sl=64 | p50 | 24,765 us | 19,952 us | 23,785 us | +24.1% | 
+4.1% |
   | bs=10 sw=10 sl=64 | p95 | 29,026 us | 34,214 us | 34,980 us | -15.2% | 
-17.0% |
   | bs=10 sw=10 sl=64 | p99 | 29,026 us | 34,214 us | 34,980 us | -15.2% | 
-17.0% |
   | bs=100 sw=10 sl=64 | throughput | 805 tuples/sec | 823 tuples/sec | 891.94 
tuples/sec | -2.2% | -9.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.492 MB/s | 0.502 MB/s | 0.544 MB/s | -2.0% | 
-9.6% |
   | bs=100 sw=10 sl=64 | p50 | 122,343 us | 121,580 us | 112,277 us | +0.6% | 
+9.0% |
   | bs=100 sw=10 sl=64 | p95 | 150,385 us | 142,450 us | 139,802 us | +5.6% | 
+7.6% |
   | bs=100 sw=10 sl=64 | p99 | 150,385 us | 142,450 us | 139,802 us | +5.6% | 
+7.6% |
   | bs=1000 sw=10 sl=64 | throughput | 920 tuples/sec | 925 tuples/sec | 1,041 
tuples/sec | -0.5% | -11.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.564 MB/s | 0.635 MB/s | -0.5% 
| -11.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,087,535 us | 1,076,750 us | 972,714 us | 
+1.0% | +11.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,121,610 us | 1,141,672 us | 1,023,057 us | 
-1.8% | +9.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,121,610 us | 1,141,672 us | 1,023,057 us | 
-1.8% | +9.6% |
   
   </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
   0,10,10,64,20,484.20,200,128000,413,0.252,24765.33,29025.72,29025.72
   1,100,10,64,20,2483.16,2000,1280000,805,0.492,122343.21,150384.76,150384.76
   
2,1000,10,64,20,21741.94,20000,12800000,920,0.561,1087534.65,1121610.46,1121610.46
   ```
   
   </details>
   


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