github-actions[bot] commented on PR #6655:
URL: https://github.com/apache/texera/pull/6655#issuecomment-5027542129

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `f14cd39` 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/29780589591)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 377 | 0.23 | 25,310/37,357/37,357 us | 🔴 +10.7% / 
🔴 +139.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 799 | 0.488 | 122,837/153,318/153,318 us | 🔴 
+5.6% / 🔴 +44.6% |
   | 🟢 | bs=1000 sw=10 sl=64 | 920 | 0.562 | 1,087,516/1,135,692/1,135,692 us | 
🟢 -6.6% / 🔴 +11.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f14cd39` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 377 tuples/sec | 398 tuples/sec | 767.23 
tuples/sec | -5.3% | -50.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.23 MB/s | 0.243 MB/s | 0.468 MB/s | -5.3% | 
-50.9% |
   | bs=10 sw=10 sl=64 | p50 | 25,310 us | 26,156 us | 12,705 us | -3.2% | 
+99.2% |
   | bs=10 sw=10 sl=64 | p95 | 37,357 us | 33,736 us | 15,633 us | +10.7% | 
+139.0% |
   | bs=10 sw=10 sl=64 | p99 | 37,357 us | 33,736 us | 20,214 us | +10.7% | 
+84.8% |
   | bs=100 sw=10 sl=64 | throughput | 799 tuples/sec | 833 tuples/sec | 1,001 
tuples/sec | -4.1% | -20.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.488 MB/s | 0.509 MB/s | 0.611 MB/s | -4.1% | 
-20.1% |
   | bs=100 sw=10 sl=64 | p50 | 122,837 us | 118,073 us | 99,949 us | +4.0% | 
+22.9% |
   | bs=100 sw=10 sl=64 | p95 | 153,318 us | 145,159 us | 105,996 us | +5.6% | 
+44.6% |
   | bs=100 sw=10 sl=64 | p99 | 153,318 us | 145,159 us | 117,999 us | +5.6% | 
+29.9% |
   | bs=1000 sw=10 sl=64 | throughput | 920 tuples/sec | 905 tuples/sec | 1,033 
tuples/sec | +1.7% | -11.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.562 MB/s | 0.553 MB/s | 0.631 MB/s | +1.6% 
| -10.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,087,516 us | 1,109,377 us | 974,571 us | 
-2.0% | +11.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,135,692 us | 1,216,085 us | 1,016,467 us | 
-6.6% | +11.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,135,692 us | 1,216,085 us | 1,048,798 us | 
-6.6% | +8.3% |
   
   </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
   0,10,10,64,20,530.30,200,128000,377,0.230,25310.43,37356.52,37356.52
   1,100,10,64,20,2503.14,2000,1280000,799,0.488,122837.35,153318.43,153318.43
   
2,1000,10,64,20,21739.04,20000,12800000,920,0.562,1087515.80,1135691.69,1135691.69
   ```
   
   </details>
   


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