github-actions[bot] commented on PR #5899:
URL: https://github.com/apache/texera/pull/5899#issuecomment-4774797160

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `439ea72` 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/27995791260)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 374 | 0.228 | 23,648/62,957/62,957 us | 🔴 +79.3% / 
🔴 +80.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 785 | 0.479 | 121,172/168,751/168,751 us | 🔴 
+19.0% / 🔴 +20.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 927 | 0.566 | 1,080,000/1,106,456/1,106,456 us | 
⚪ within ±5% / 🔴 -11.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `439ea72` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 374 tuples/sec | 415 tuples/sec | 410.82 
tuples/sec | -9.9% | -9.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.228 MB/s | 0.253 MB/s | 0.251 MB/s | -9.9% | 
-9.1% |
   | bs=10 sw=10 sl=64 | p50 | 23,648 us | 22,278 us | 23,785 us | +6.1% | 
-0.6% |
   | bs=10 sw=10 sl=64 | p95 | 62,957 us | 35,113 us | 34,980 us | +79.3% | 
+80.0% |
   | bs=10 sw=10 sl=64 | p99 | 62,957 us | 35,113 us | 34,980 us | +79.3% | 
+80.0% |
   | bs=100 sw=10 sl=64 | throughput | 785 tuples/sec | 821 tuples/sec | 891.94 
tuples/sec | -4.4% | -12.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.479 MB/s | 0.501 MB/s | 0.544 MB/s | -4.4% | 
-12.0% |
   | bs=100 sw=10 sl=64 | p50 | 121,172 us | 117,732 us | 112,277 us | +2.9% | 
+7.9% |
   | bs=100 sw=10 sl=64 | p95 | 168,751 us | 141,813 us | 139,802 us | +19.0% | 
+20.7% |
   | bs=100 sw=10 sl=64 | p99 | 168,751 us | 141,813 us | 139,802 us | +19.0% | 
+20.7% |
   | bs=1000 sw=10 sl=64 | throughput | 927 tuples/sec | 915 tuples/sec | 1,041 
tuples/sec | +1.3% | -11.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.566 MB/s | 0.559 MB/s | 0.635 MB/s | +1.3% 
| -10.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,080,000 us | 1,092,079 us | 972,714 us | 
-1.1% | +11.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,106,456 us | 1,138,190 us | 1,023,057 us | 
-2.8% | +8.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,106,456 us | 1,138,190 us | 1,023,057 us | 
-2.8% | +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
   0,10,10,64,20,534.92,200,128000,374,0.228,23647.67,62957.31,62957.31
   1,100,10,64,20,2546.26,2000,1280000,785,0.479,121171.81,168750.99,168750.99
   
2,1000,10,64,20,21585.49,20000,12800000,927,0.566,1080000.45,1106455.68,1106455.68
   ```
   
   </details>
   


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