github-actions[bot] commented on PR #7452:
URL: https://github.com/apache/texera/pull/7452#issuecomment-5231413583

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `e03d971` 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/31312035601)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 376 | 0.229 | 27,068/37,552/37,552 us | 🔴 +15.3% / 
🔴 +133.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 777 | 0.474 | 128,531/158,524/158,524 us | 🔴 
+6.6% / 🔴 +42.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 912 | 0.556 | 1,091,646/1,151,546/1,151,546 us | 
⚪ within ±5% / 🔴 +8.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e03d971` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 376 tuples/sec | 398 tuples/sec | 752.25 
tuples/sec | -5.5% | -50.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.229 MB/s | 0.243 MB/s | 0.459 MB/s | -5.8% | 
-50.1% |
   | bs=10 sw=10 sl=64 | p50 | 27,068 us | 23,470 us | 13,006 us | +15.3% | 
+108.1% |
   | bs=10 sw=10 sl=64 | p95 | 37,552 us | 37,192 us | 16,117 us | +1.0% | 
+133.0% |
   | bs=10 sw=10 sl=64 | p99 | 37,552 us | 37,192 us | 19,286 us | +1.0% | 
+94.7% |
   | bs=100 sw=10 sl=64 | throughput | 777 tuples/sec | 826 tuples/sec | 953.66 
tuples/sec | -5.9% | -18.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.474 MB/s | 0.504 MB/s | 0.582 MB/s | -6.0% | 
-18.6% |
   | bs=100 sw=10 sl=64 | p50 | 128,531 us | 120,577 us | 105,130 us | +6.6% | 
+22.3% |
   | bs=100 sw=10 sl=64 | p95 | 158,524 us | 152,161 us | 111,226 us | +4.2% | 
+42.5% |
   | bs=100 sw=10 sl=64 | p99 | 158,524 us | 152,161 us | 121,065 us | +4.2% | 
+30.9% |
   | bs=1000 sw=10 sl=64 | throughput | 912 tuples/sec | 917 tuples/sec | 
984.25 tuples/sec | -0.5% | -7.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.56 MB/s | 0.601 MB/s | -0.7% | 
-7.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,091,646 us | 1,085,417 us | 1,024,295 us | 
+0.6% | +6.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,151,546 us | 1,185,028 us | 1,062,710 us | 
-2.8% | +8.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,151,546 us | 1,185,028 us | 1,095,400 us | 
-2.8% | +5.1% |
   
   </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
   0,10,10,64,20,532.11,200,128000,376,0.229,27068.39,37551.70,37551.70
   1,100,10,64,20,2574.97,2000,1280000,777,0.474,128531.45,158524.01,158524.01
   
2,1000,10,64,20,21940.33,20000,12800000,912,0.556,1091646.25,1151545.56,1151545.56
   ```
   
   </details>
   


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