github-actions[bot] commented on PR #6209:
URL: https://github.com/apache/texera/pull/6209#issuecomment-4889401774

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `5d37f3b` 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/28769790526)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 399 | 0.243 | 24,217/32,767/32,767 us | 🔴 +16.1% / 
🔴 +115.4% |
   | ⚪ | bs=100 sw=10 sl=64 | 817 | 0.498 | 119,921/141,633/141,633 us | ⚪ 
within ±5% / 🔴 +31.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 924 | 0.564 | 1,086,430/1,126,663/1,126,663 us | 
⚪ within ±5% / 🔴 +10.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `5d37f3b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 399 tuples/sec | 440 tuples/sec | 777.63 
tuples/sec | -9.3% | -48.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.243 MB/s | 0.268 MB/s | 0.475 MB/s | -9.3% | 
-48.8% |
   | bs=10 sw=10 sl=64 | p50 | 24,217 us | 20,860 us | 12,603 us | +16.1% | 
+92.2% |
   | bs=10 sw=10 sl=64 | p95 | 32,767 us | 37,385 us | 15,215 us | -12.4% | 
+115.4% |
   | bs=10 sw=10 sl=64 | p99 | 32,767 us | 37,385 us | 18,617 us | -12.4% | 
+76.0% |
   | bs=100 sw=10 sl=64 | throughput | 817 tuples/sec | 821 tuples/sec | 987.11 
tuples/sec | -0.5% | -17.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.498 MB/s | 0.501 MB/s | 0.602 MB/s | -0.6% | 
-17.3% |
   | bs=100 sw=10 sl=64 | p50 | 119,921 us | 118,625 us | 101,428 us | +1.1% | 
+18.2% |
   | bs=100 sw=10 sl=64 | p95 | 141,633 us | 147,413 us | 107,959 us | -3.9% | 
+31.2% |
   | bs=100 sw=10 sl=64 | p99 | 141,633 us | 147,413 us | 114,777 us | -3.9% | 
+23.4% |
   | bs=1000 sw=10 sl=64 | throughput | 924 tuples/sec | 915 tuples/sec | 1,021 
tuples/sec | +1.0% | -9.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.564 MB/s | 0.558 MB/s | 0.623 MB/s | +1.1% 
| -9.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,086,430 us | 1,099,275 us | 986,363 us | 
-1.2% | +10.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,126,663 us | 1,127,333 us | 1,026,594 us | 
-0.1% | +9.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,126,663 us | 1,127,333 us | 1,054,559 us | 
-0.1% | +6.8% |
   
   </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
   0,10,10,64,20,501.61,200,128000,399,0.243,24216.79,32766.90,32766.90
   1,100,10,64,20,2449.09,2000,1280000,817,0.498,119920.53,141632.88,141632.88
   
2,1000,10,64,20,21643.20,20000,12800000,924,0.564,1086430.09,1126662.93,1126662.93
   ```
   
   </details>
   


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