github-actions[bot] commented on PR #5898:
URL: https://github.com/apache/texera/pull/5898#issuecomment-4774795071

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 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/27995789682)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 423 | 0.258 | 22,467/34,452/34,452 us | 🔴 +7.0% / 
🟢 -5.5% |
   | ⚪ | bs=100 sw=10 sl=64 | 954 | 0.582 | 104,679/124,582/124,582 us | ⚪ 
within ±5% / 🟢 -10.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,096 | 0.669 | 916,155/961,662/961,662 us | ⚪ 
within ±5% / 🟢 -6.0% |
   
   <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 | 423 tuples/sec | 442 tuples/sec | 410.82 
tuples/sec | -4.3% | +3.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.258 MB/s | 0.269 MB/s | 0.251 MB/s | -4.1% | 
+2.9% |
   | bs=10 sw=10 sl=64 | p50 | 22,467 us | 20,999 us | 23,785 us | +7.0% | 
-5.5% |
   | bs=10 sw=10 sl=64 | p95 | 34,452 us | 32,221 us | 34,980 us | +6.9% | 
-1.5% |
   | bs=10 sw=10 sl=64 | p99 | 34,452 us | 32,221 us | 34,980 us | +6.9% | 
-1.5% |
   | bs=100 sw=10 sl=64 | throughput | 954 tuples/sec | 932 tuples/sec | 891.94 
tuples/sec | +2.4% | +7.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.582 MB/s | 0.569 MB/s | 0.544 MB/s | +2.3% | 
+6.9% |
   | bs=100 sw=10 sl=64 | p50 | 104,679 us | 107,166 us | 112,277 us | -2.3% | 
-6.8% |
   | bs=100 sw=10 sl=64 | p95 | 124,582 us | 129,039 us | 139,802 us | -3.5% | 
-10.9% |
   | bs=100 sw=10 sl=64 | p99 | 124,582 us | 129,039 us | 139,802 us | -3.5% | 
-10.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,096 tuples/sec | 1,096 tuples/sec | 
1,041 tuples/sec | 0.0% | +5.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.669 MB/s | 0.669 MB/s | 0.635 MB/s | 0.0% | 
+5.3% |
   | bs=1000 sw=10 sl=64 | p50 | 916,155 us | 915,885 us | 972,714 us | +0.0% | 
-5.8% |
   | bs=1000 sw=10 sl=64 | p95 | 961,662 us | 946,357 us | 1,023,057 us | +1.6% 
| -6.0% |
   | bs=1000 sw=10 sl=64 | p99 | 961,662 us | 946,357 us | 1,023,057 us | +1.6% 
| -6.0% |
   
   </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
   0,10,10,64,20,473.06,200,128000,423,0.258,22466.95,34451.73,34451.73
   1,100,10,64,20,2096.91,2000,1280000,954,0.582,104678.57,124582.13,124582.13
   
2,1000,10,64,20,18247.73,20000,12800000,1096,0.669,916154.62,961661.55,961661.55
   ```
   
   </details>
   


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