github-actions[bot] commented on PR #6637:
URL: https://github.com/apache/texera/pull/6637#issuecomment-5027532130

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 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/29780561864)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 570 | 0.348 | 17,258/21,990/21,990 us | 🟢 -14.0% / 
🔴 +40.7% |
   | ⚪ | bs=100 sw=10 sl=64 | 1,169 | 0.713 | 84,408/102,692/102,692 us | ⚪ 
within ±5% / 🟢 +16.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,343 | 0.82 | 741,829/770,949/770,949 us | ⚪ 
within ±5% / 🟢 +30.0% |
   
   <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 | 570 tuples/sec | 568 tuples/sec | 767.23 
tuples/sec | +0.4% | -25.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.348 MB/s | 0.347 MB/s | 0.468 MB/s | +0.3% | 
-25.7% |
   | bs=10 sw=10 sl=64 | p50 | 17,258 us | 16,827 us | 12,705 us | +2.6% | 
+35.8% |
   | bs=10 sw=10 sl=64 | p95 | 21,990 us | 25,575 us | 15,633 us | -14.0% | 
+40.7% |
   | bs=10 sw=10 sl=64 | p99 | 21,990 us | 25,575 us | 20,214 us | -14.0% | 
+8.8% |
   | bs=100 sw=10 sl=64 | throughput | 1,169 tuples/sec | 1,157 tuples/sec | 
1,001 tuples/sec | +1.0% | +16.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.713 MB/s | 0.706 MB/s | 0.611 MB/s | +1.0% | 
+16.7% |
   | bs=100 sw=10 sl=64 | p50 | 84,408 us | 86,303 us | 99,949 us | -2.2% | 
-15.5% |
   | bs=100 sw=10 sl=64 | p95 | 102,692 us | 102,938 us | 105,996 us | -0.2% | 
-3.1% |
   | bs=100 sw=10 sl=64 | p99 | 102,692 us | 102,938 us | 117,999 us | -0.2% | 
-13.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,343 tuples/sec | 1,364 tuples/sec | 
1,033 tuples/sec | -1.5% | +30.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.82 MB/s | 0.833 MB/s | 0.631 MB/s | -1.6% | 
+30.0% |
   | bs=1000 sw=10 sl=64 | p50 | 741,829 us | 732,581 us | 974,571 us | +1.3% | 
-23.9% |
   | bs=1000 sw=10 sl=64 | p95 | 770,949 us | 763,256 us | 1,016,467 us | +1.0% 
| -24.2% |
   | bs=1000 sw=10 sl=64 | p99 | 770,949 us | 763,256 us | 1,048,798 us | +1.0% 
| -26.5% |
   
   </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
   0,10,10,64,20,351.09,200,128000,570,0.348,17257.69,21990.34,21990.34
   1,100,10,64,20,1711.34,2000,1280000,1169,0.713,84408.44,102691.85,102691.85
   
2,1000,10,64,20,14886.84,20000,12800000,1343,0.820,741828.59,770948.93,770948.93
   ```
   
   </details>
   


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