github-actions[bot] commented on PR #6182:
URL: https://github.com/apache/texera/pull/6182#issuecomment-4888243029

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `2792e44` 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/28760786824)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 409 | 0.25 | 23,999/32,978/32,978 us | 🔴 +15.1% / 
🔴 +116.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 957 | 0.584 | 105,321/125,689/125,689 us | 🔴 
+9.7% / 🔴 +16.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,099 | 0.671 | 906,752/951,952/951,952 us | ⚪ 
within ±5% / 🟢 -9.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `2792e44` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 409 tuples/sec | 453 tuples/sec | 777.63 
tuples/sec | -9.7% | -47.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.25 MB/s | 0.277 MB/s | 0.475 MB/s | -9.7% | 
-47.3% |
   | bs=10 sw=10 sl=64 | p50 | 23,999 us | 20,859 us | 12,603 us | +15.1% | 
+90.4% |
   | bs=10 sw=10 sl=64 | p95 | 32,978 us | 32,662 us | 15,215 us | +1.0% | 
+116.8% |
   | bs=10 sw=10 sl=64 | p99 | 32,978 us | 32,662 us | 18,617 us | +1.0% | 
+77.1% |
   | bs=100 sw=10 sl=64 | throughput | 957 tuples/sec | 982 tuples/sec | 987.11 
tuples/sec | -2.5% | -3.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.584 MB/s | 0.599 MB/s | 0.602 MB/s | -2.5% | 
-3.1% |
   | bs=100 sw=10 sl=64 | p50 | 105,321 us | 100,525 us | 101,428 us | +4.8% | 
+3.8% |
   | bs=100 sw=10 sl=64 | p95 | 125,689 us | 114,625 us | 107,959 us | +9.7% | 
+16.4% |
   | bs=100 sw=10 sl=64 | p99 | 125,689 us | 114,625 us | 114,777 us | +9.7% | 
+9.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,099 tuples/sec | 1,116 tuples/sec | 
1,021 tuples/sec | -1.5% | +7.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.671 MB/s | 0.681 MB/s | 0.623 MB/s | -1.5% 
| +7.6% |
   | bs=1000 sw=10 sl=64 | p50 | 906,752 us | 894,729 us | 986,363 us | +1.3% | 
-8.1% |
   | bs=1000 sw=10 sl=64 | p95 | 951,952 us | 940,831 us | 1,026,594 us | +1.2% 
| -7.3% |
   | bs=1000 sw=10 sl=64 | p99 | 951,952 us | 940,831 us | 1,054,559 us | +1.2% 
| -9.7% |
   
   </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
   0,10,10,64,20,488.65,200,128000,409,0.250,23999.24,32978.13,32978.13
   1,100,10,64,20,2089.94,2000,1280000,957,0.584,105321.49,125689.37,125689.37
   
2,1000,10,64,20,18196.95,20000,12800000,1099,0.671,906751.89,951951.81,951951.81
   ```
   
   </details>
   


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