github-actions[bot] commented on PR #8956:
URL: https://github.com/apache/texera/pull/8956#issuecomment-6117799480

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `a182a23` 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/38202594013)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 381 | 0.232 | 25,401/31,132/31,132 us | 🟢 -5.7% / 
🔴 +102.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 789 | 0.482 | 124,293/168,869/168,869 us | 🔴 
+14.1% / 🔴 +58.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 886 | 0.541 | 1,131,271/1,231,836/1,231,836 us | 
🔴 +8.9% / 🔴 +20.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a182a23` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 381 tuples/sec | 400 tuples/sec | 782.27 
tuples/sec | -4.8% | -51.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.244 MB/s | 0.477 MB/s | -4.9% | 
-51.4% |
   | bs=10 sw=10 sl=64 | p50 | 25,401 us | 25,116 us | 12,538 us | +1.1% | 
+102.6% |
   | bs=10 sw=10 sl=64 | p95 | 31,132 us | 33,009 us | 15,667 us | -5.7% | 
+98.7% |
   | bs=10 sw=10 sl=64 | p99 | 31,132 us | 33,009 us | 19,058 us | -5.7% | 
+63.4% |
   | bs=100 sw=10 sl=64 | throughput | 789 tuples/sec | 818 tuples/sec | 1,010 
tuples/sec | -3.5% | -21.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.482 MB/s | 0.499 MB/s | 0.616 MB/s | -3.4% | 
-21.8% |
   | bs=100 sw=10 sl=64 | p50 | 124,293 us | 119,604 us | 100,043 us | +3.9% | 
+24.2% |
   | bs=100 sw=10 sl=64 | p95 | 168,869 us | 148,031 us | 106,848 us | +14.1% | 
+58.0% |
   | bs=100 sw=10 sl=64 | p99 | 168,869 us | 148,031 us | 121,073 us | +14.1% | 
+39.5% |
   | bs=1000 sw=10 sl=64 | throughput | 886 tuples/sec | 909 tuples/sec | 1,041 
tuples/sec | -2.5% | -14.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.541 MB/s | 0.555 MB/s | 0.635 MB/s | -2.5% 
| -14.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,131,271 us | 1,109,372 us | 980,364 us | 
+2.0% | +15.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,231,836 us | 1,130,715 us | 1,023,796 us | 
+8.9% | +20.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,231,836 us | 1,130,715 us | 1,046,281 us | 
+8.9% | +17.7% |
   
   </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
   0,10,10,64,20,525.35,200,128000,381,0.232,25400.65,31132.14,31132.14
   1,100,10,64,20,2534.40,2000,1280000,789,0.482,124293.43,168868.95,168868.95
   
2,1000,10,64,20,22564.99,20000,12800000,886,0.541,1131271.12,1231836.22,1231836.22
   ```
   
   </details>
   


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