github-actions[bot] commented on PR #5770:
URL: https://github.com/apache/texera/pull/5770#issuecomment-4737123004

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `715bccc` 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/27731323339)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 439 | 0.268 | 21,415/29,664/29,664 us | 🔴 +9.1% / 
🟢 -15.2% |
   | 🟢 | bs=100 sw=10 sl=64 | 983 | 0.6 | 100,485/114,888/114,888 us | 🟢 -13.4% 
/ 🟢 -17.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,109 | 0.677 | 901,953/983,233/983,233 us | ⚪ 
within ±5% / 🟢 -7.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `715bccc` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 439 tuples/sec | 473 tuples/sec | 410.82 
tuples/sec | -7.2% | +6.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.268 MB/s | 0.289 MB/s | 0.251 MB/s | -7.3% | 
+6.9% |
   | bs=10 sw=10 sl=64 | p50 | 21,415 us | 19,620 us | 23,785 us | +9.1% | 
-10.0% |
   | bs=10 sw=10 sl=64 | p95 | 29,664 us | 32,333 us | 34,980 us | -8.3% | 
-15.2% |
   | bs=10 sw=10 sl=64 | p99 | 29,664 us | 32,333 us | 34,980 us | -8.3% | 
-15.2% |
   | bs=100 sw=10 sl=64 | throughput | 983 tuples/sec | 991 tuples/sec | 891.94 
tuples/sec | -0.8% | +10.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.6 MB/s | 0.605 MB/s | 0.544 MB/s | -0.8% | 
+10.2% |
   | bs=100 sw=10 sl=64 | p50 | 100,485 us | 98,797 us | 112,277 us | +1.7% | 
-10.5% |
   | bs=100 sw=10 sl=64 | p95 | 114,888 us | 132,640 us | 139,802 us | -13.4% | 
-17.8% |
   | bs=100 sw=10 sl=64 | p99 | 114,888 us | 132,640 us | 139,802 us | -13.4% | 
-17.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,109 tuples/sec | 1,117 tuples/sec | 
1,041 tuples/sec | -0.7% | +6.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.677 MB/s | 0.682 MB/s | 0.635 MB/s | -0.7% 
| +6.5% |
   | bs=1000 sw=10 sl=64 | p50 | 901,953 us | 896,012 us | 972,714 us | +0.7% | 
-7.3% |
   | bs=1000 sw=10 sl=64 | p95 | 983,233 us | 939,475 us | 1,023,057 us | +4.7% 
| -3.9% |
   | bs=1000 sw=10 sl=64 | p99 | 983,233 us | 939,475 us | 1,023,057 us | +4.7% 
| -3.9% |
   
   </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
   0,10,10,64,20,455.56,200,128000,439,0.268,21415.44,29664.39,29664.39
   1,100,10,64,20,2034.44,2000,1280000,983,0.600,100484.84,114888.13,114888.13
   
2,1000,10,64,20,18040.65,20000,12800000,1109,0.677,901952.63,983232.57,983232.57
   ```
   
   </details>
   


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