github-actions[bot] commented on PR #7781:
URL: https://github.com/apache/texera/pull/7781#issuecomment-5342965600

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `bf0e777` 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/32233621243)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 389 | 0.238 | 24,203/35,352/35,352 us | 🔴 +21.1% / 
🔴 +118.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 805 | 0.491 | 121,545/156,807/156,807 us | 🔴 
-5.0% / 🔴 +41.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 953 | 0.582 | 1,046,901/1,119,650/1,119,650 us | 
⚪ within ±5% / 🔴 +6.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `bf0e777` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 389 tuples/sec | 425 tuples/sec | 743.3 
tuples/sec | -8.5% | -47.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.259 MB/s | 0.454 MB/s | -8.1% | 
-47.5% |
   | bs=10 sw=10 sl=64 | p50 | 24,203 us | 22,793 us | 13,204 us | +6.2% | 
+83.3% |
   | bs=10 sw=10 sl=64 | p95 | 35,352 us | 29,200 us | 16,220 us | +21.1% | 
+118.0% |
   | bs=10 sw=10 sl=64 | p99 | 35,352 us | 29,200 us | 19,867 us | +21.1% | 
+77.9% |
   | bs=100 sw=10 sl=64 | throughput | 805 tuples/sec | 847 tuples/sec | 959.52 
tuples/sec | -5.0% | -16.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.491 MB/s | 0.517 MB/s | 0.586 MB/s | -5.0% | 
-16.2% |
   | bs=100 sw=10 sl=64 | p50 | 121,545 us | 115,894 us | 103,974 us | +4.9% | 
+16.9% |
   | bs=100 sw=10 sl=64 | p95 | 156,807 us | 162,750 us | 111,036 us | -3.7% | 
+41.2% |
   | bs=100 sw=10 sl=64 | p99 | 156,807 us | 162,750 us | 118,982 us | -3.7% | 
+31.8% |
   | bs=1000 sw=10 sl=64 | throughput | 953 tuples/sec | 954 tuples/sec | 
994.68 tuples/sec | -0.1% | -4.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.582 MB/s | 0.582 MB/s | 0.607 MB/s | 0.0% | 
-4.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,046,901 us | 1,055,570 us | 1,011,206 us | 
-0.8% | +3.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,119,650 us | 1,077,254 us | 1,055,603 us | 
+3.9% | +6.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,119,650 us | 1,077,254 us | 1,084,808 us | 
+3.9% | +3.2% |
   
   </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
   0,10,10,64,20,513.75,200,128000,389,0.238,24202.84,35352.34,35352.34
   1,100,10,64,20,2484.28,2000,1280000,805,0.491,121544.59,156806.72,156806.72
   
2,1000,10,64,20,20980.04,20000,12800000,953,0.582,1046900.90,1119650.40,1119650.40
   ```
   
   </details>
   


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