github-actions[bot] commented on PR #8153:
URL: https://github.com/apache/texera/pull/8153#issuecomment-5471432971

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `98588bf` 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/33336932147)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 490 | 0.299 | 19,990/31,755/31,755 us | 🔴 +39.4% / 
🔴 +114.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,173 | 0.716 | 84,798/99,443/99,443 us | 🟢 
-16.1% / 🟢 -10.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,364 | 0.833 | 727,836/809,621/809,621 us | ⚪ 
within ±5% / 🟢 +21.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `98588bf` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 490 tuples/sec | 575 tuples/sec | 844.57 
tuples/sec | -14.8% | -42.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.299 MB/s | 0.351 MB/s | 0.515 MB/s | -14.8% | 
-42.0% |
   | bs=10 sw=10 sl=64 | p50 | 19,990 us | 18,845 us | 11,837 us | +6.1% | 
+68.9% |
   | bs=10 sw=10 sl=64 | p95 | 31,755 us | 22,774 us | 14,788 us | +39.4% | 
+114.7% |
   | bs=10 sw=10 sl=64 | p99 | 31,755 us | 22,774 us | 17,651 us | +39.4% | 
+79.9% |
   | bs=100 sw=10 sl=64 | throughput | 1,173 tuples/sec | 1,161 tuples/sec | 
1,084 tuples/sec | +1.0% | +8.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.716 MB/s | 0.708 MB/s | 0.662 MB/s | +1.1% | 
+8.2% |
   | bs=100 sw=10 sl=64 | p50 | 84,798 us | 80,723 us | 94,505 us | +5.0% | 
-10.3% |
   | bs=100 sw=10 sl=64 | p95 | 99,443 us | 118,487 us | 100,941 us | -16.1% | 
-1.5% |
   | bs=100 sw=10 sl=64 | p99 | 99,443 us | 118,487 us | 108,642 us | -16.1% | 
-8.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,364 tuples/sec | 1,411 tuples/sec | 
1,119 tuples/sec | -3.3% | +21.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.833 MB/s | 0.861 MB/s | 0.683 MB/s | -3.3% 
| +21.9% |
   | bs=1000 sw=10 sl=64 | p50 | 727,836 us | 707,963 us | 924,404 us | +2.8% | 
-21.3% |
   | bs=1000 sw=10 sl=64 | p95 | 809,621 us | 812,990 us | 967,785 us | -0.4% | 
-16.3% |
   | bs=1000 sw=10 sl=64 | p99 | 809,621 us | 812,990 us | 995,630 us | -0.4% | 
-18.7% |
   
   </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
   0,10,10,64,20,408.12,200,128000,490,0.299,19989.89,31755.20,31755.20
   1,100,10,64,20,1704.62,2000,1280000,1173,0.716,84798.14,99443.13,99443.13
   
2,1000,10,64,20,14662.34,20000,12800000,1364,0.833,727835.58,809621.16,809621.16
   ```
   
   </details>
   


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