github-actions[bot] commented on PR #8230:
URL: https://github.com/apache/texera/pull/8230#issuecomment-5473689779

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `70c2114` 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/33356325134)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 385 | 0.235 | 25,875/32,007/32,007 us | 🔴 +24.1% / 
🔴 +118.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 794 | 0.484 | 125,663/143,490/143,490 us | 🔴 
+6.5% / 🔴 +42.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 915 | 0.558 | 1,098,845/1,153,477/1,153,477 us | 
⚪ within ±5% / 🔴 +19.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70c2114` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 385 tuples/sec | 414 tuples/sec | 844.57 
tuples/sec | -7.0% | -54.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.235 MB/s | 0.253 MB/s | 0.515 MB/s | -7.1% | 
-54.4% |
   | bs=10 sw=10 sl=64 | p50 | 25,875 us | 20,853 us | 11,837 us | +24.1% | 
+118.6% |
   | bs=10 sw=10 sl=64 | p95 | 32,007 us | 36,009 us | 14,788 us | -11.1% | 
+116.4% |
   | bs=10 sw=10 sl=64 | p99 | 32,007 us | 36,009 us | 17,651 us | -11.1% | 
+81.3% |
   | bs=100 sw=10 sl=64 | throughput | 794 tuples/sec | 836 tuples/sec | 1,084 
tuples/sec | -5.0% | -26.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.484 MB/s | 0.51 MB/s | 0.662 MB/s | -5.1% | 
-26.9% |
   | bs=100 sw=10 sl=64 | p50 | 125,663 us | 118,027 us | 94,505 us | +6.5% | 
+33.0% |
   | bs=100 sw=10 sl=64 | p95 | 143,490 us | 148,967 us | 100,941 us | -3.7% | 
+42.2% |
   | bs=100 sw=10 sl=64 | p99 | 143,490 us | 148,967 us | 108,642 us | -3.7% | 
+32.1% |
   | bs=1000 sw=10 sl=64 | throughput | 915 tuples/sec | 920 tuples/sec | 1,119 
tuples/sec | -0.5% | -18.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.558 MB/s | 0.562 MB/s | 0.683 MB/s | -0.7% 
| -18.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,098,845 us | 1,083,171 us | 924,404 us | 
+1.4% | +18.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,153,477 us | 1,127,901 us | 967,785 us | 
+2.3% | +19.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,153,477 us | 1,127,901 us | 995,630 us | 
+2.3% | +15.9% |
   
   </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
   0,10,10,64,20,519.43,200,128000,385,0.235,25874.53,32006.54,32006.54
   1,100,10,64,20,2519.60,2000,1280000,794,0.484,125662.61,143489.63,143489.63
   
2,1000,10,64,20,21865.60,20000,12800000,915,0.558,1098845.00,1153476.98,1153476.98
   ```
   
   </details>
   


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