github-actions[bot] commented on PR #7835:
URL: https://github.com/apache/texera/pull/7835#issuecomment-5379044773

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 5 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `8ca9db2` 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/32559779359)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 397 | 0.243 | 24,664/30,301/30,301 us | 🔴 +20.5% / 
🔴 +102.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 809 | 0.494 | 119,774/149,155/149,155 us | 🔴 
+20.5% / 🔴 +40.6% |
   | 🟢 | bs=1000 sw=10 sl=64 | 935 | 0.571 | 1,065,306/1,124,422/1,124,422 us | 
🟢 -5.2% / 🔴 +11.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `8ca9db2` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 397 tuples/sec | 461 tuples/sec | 780.31 
tuples/sec | -13.9% | -49.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.243 MB/s | 0.281 MB/s | 0.476 MB/s | -13.5% | 
-49.0% |
   | bs=10 sw=10 sl=64 | p50 | 24,664 us | 20,469 us | 12,590 us | +20.5% | 
+95.9% |
   | bs=10 sw=10 sl=64 | p95 | 30,301 us | 35,299 us | 14,995 us | -14.2% | 
+102.1% |
   | bs=10 sw=10 sl=64 | p99 | 30,301 us | 35,299 us | 19,141 us | -14.2% | 
+58.3% |
   | bs=100 sw=10 sl=64 | throughput | 809 tuples/sec | 847 tuples/sec | 1,006 
tuples/sec | -4.5% | -19.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.494 MB/s | 0.517 MB/s | 0.614 MB/s | -4.4% | 
-19.5% |
   | bs=100 sw=10 sl=64 | p50 | 119,774 us | 119,366 us | 99,387 us | +0.3% | 
+20.5% |
   | bs=100 sw=10 sl=64 | p95 | 149,155 us | 123,801 us | 106,056 us | +20.5% | 
+40.6% |
   | bs=100 sw=10 sl=64 | p99 | 149,155 us | 123,801 us | 113,689 us | +20.5% | 
+31.2% |
   | bs=1000 sw=10 sl=64 | throughput | 935 tuples/sec | 925 tuples/sec | 1,043 
tuples/sec | +1.1% | -10.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.571 MB/s | 0.564 MB/s | 0.637 MB/s | +1.2% 
| -10.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,065,306 us | 1,076,875 us | 965,215 us | 
-1.1% | +10.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,124,422 us | 1,185,804 us | 1,009,610 us | 
-5.2% | +11.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,124,422 us | 1,185,804 us | 1,039,108 us | 
-5.2% | +8.2% |
   
   </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
   0,10,10,64,20,503.16,200,128000,397,0.243,24664.24,30301.30,30301.30
   1,100,10,64,20,2473.35,2000,1280000,809,0.494,119774.13,149155.45,149155.45
   
2,1000,10,64,20,21396.01,20000,12800000,935,0.571,1065305.93,1124421.54,1124421.54
   ```
   
   </details>
   


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