github-actions[bot] commented on PR #8952:
URL: https://github.com/apache/texera/pull/8952#issuecomment-6116381654

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 5 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `2faa5c5` 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/38193505405)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 502 | 0.307 | 19,851/23,253/23,253 us | 🟢 -21.4% / 
🔴 +58.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,163 | 0.71 | 85,349/99,279/99,279 us | 🟢 -16.5% 
/ 🟢 -18.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,385 | 0.845 | 721,723/814,023/814,023 us | 🔴 
+9.4% / 🟢 +33.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `2faa5c5` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 502 tuples/sec | 532 tuples/sec | 782.27 
tuples/sec | -5.6% | -35.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.307 MB/s | 0.325 MB/s | 0.477 MB/s | -5.5% | 
-35.7% |
   | bs=10 sw=10 sl=64 | p50 | 19,851 us | 17,553 us | 12,538 us | +13.1% | 
+58.3% |
   | bs=10 sw=10 sl=64 | p95 | 23,253 us | 29,596 us | 15,667 us | -21.4% | 
+48.4% |
   | bs=10 sw=10 sl=64 | p99 | 23,253 us | 29,596 us | 19,058 us | -21.4% | 
+22.0% |
   | bs=100 sw=10 sl=64 | throughput | 1,163 tuples/sec | 1,140 tuples/sec | 
1,010 tuples/sec | +2.0% | +15.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.71 MB/s | 0.696 MB/s | 0.616 MB/s | +2.0% | 
+15.2% |
   | bs=100 sw=10 sl=64 | p50 | 85,349 us | 83,354 us | 100,043 us | +2.4% | 
-14.7% |
   | bs=100 sw=10 sl=64 | p95 | 99,279 us | 118,866 us | 106,848 us | -16.5% | 
-7.1% |
   | bs=100 sw=10 sl=64 | p99 | 99,279 us | 118,866 us | 121,073 us | -16.5% | 
-18.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,385 tuples/sec | 1,434 tuples/sec | 
1,041 tuples/sec | -3.4% | +33.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.845 MB/s | 0.875 MB/s | 0.635 MB/s | -3.4% 
| +33.0% |
   | bs=1000 sw=10 sl=64 | p50 | 721,723 us | 695,653 us | 980,364 us | +3.7% | 
-26.4% |
   | bs=1000 sw=10 sl=64 | p95 | 814,023 us | 744,367 us | 1,023,796 us | +9.4% 
| -20.5% |
   | bs=1000 sw=10 sl=64 | p99 | 814,023 us | 744,367 us | 1,046,281 us | +9.4% 
| -22.2% |
   
   </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
   0,10,10,64,20,398.02,200,128000,502,0.307,19850.65,23253.48,23253.48
   1,100,10,64,20,1719.40,2000,1280000,1163,0.710,85349.00,99278.65,99278.65
   
2,1000,10,64,20,14445.30,20000,12800000,1385,0.845,721722.75,814022.73,814022.73
   ```
   
   </details>
   


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