github-actions[bot] commented on PR #7230:
URL: https://github.com/apache/texera/pull/7230#issuecomment-5150343203

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 12 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > Compared against main `18ebb0d` 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/30689032127)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 481 | 0.293 | 19,734/30,535/30,535 us | 🔴 +16.4% / 
🔴 +88.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,006 | 0.614 | 91,680/162,608/162,608 us | 🔴 
+6.8% / 🔴 +46.8% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,192 | 0.727 | 841,209/905,165/905,165 us | 🔴 
+8.3% / 🟢 +20.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `18ebb0d` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 481 tuples/sec | 539 tuples/sec | 765.25 
tuples/sec | -10.8% | -37.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.293 MB/s | 0.329 MB/s | 0.467 MB/s | -10.9% | 
-37.3% |
   | bs=10 sw=10 sl=64 | p50 | 19,734 us | 17,408 us | 12,703 us | +13.4% | 
+55.3% |
   | bs=10 sw=10 sl=64 | p95 | 30,535 us | 26,233 us | 16,199 us | +16.4% | 
+88.5% |
   | bs=10 sw=10 sl=64 | p99 | 30,535 us | 26,233 us | 19,557 us | +16.4% | 
+56.1% |
   | bs=100 sw=10 sl=64 | throughput | 1,006 tuples/sec | 1,019 tuples/sec | 
965.22 tuples/sec | -1.3% | +4.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.614 MB/s | 0.622 MB/s | 0.589 MB/s | -1.3% | 
+4.2% |
   | bs=100 sw=10 sl=64 | p50 | 91,680 us | 92,027 us | 103,830 us | -0.4% | 
-11.7% |
   | bs=100 sw=10 sl=64 | p95 | 162,608 us | 152,294 us | 110,778 us | +6.8% | 
+46.8% |
   | bs=100 sw=10 sl=64 | p99 | 162,608 us | 152,294 us | 118,713 us | +6.8% | 
+37.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,192 tuples/sec | 1,265 tuples/sec | 
992.33 tuples/sec | -5.8% | +20.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.727 MB/s | 0.772 MB/s | 0.606 MB/s | -5.8% 
| +20.0% |
   | bs=1000 sw=10 sl=64 | p50 | 841,209 us | 788,402 us | 1,016,959 us | +6.7% 
| -17.3% |
   | bs=1000 sw=10 sl=64 | p95 | 905,165 us | 835,632 us | 1,062,501 us | +8.3% 
| -14.8% |
   | bs=1000 sw=10 sl=64 | p99 | 905,165 us | 835,632 us | 1,082,611 us | +8.3% 
| -16.4% |
   
   </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
   0,10,10,64,20,415.93,200,128000,481,0.293,19733.53,30534.80,30534.80
   1,100,10,64,20,1988.17,2000,1280000,1006,0.614,91680.39,162608.46,162608.46
   
2,1000,10,64,20,16782.68,20000,12800000,1192,0.727,841208.54,905165.19,905165.19
   ```
   
   </details>
   


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