github-actions[bot] commented on PR #7796:
URL: https://github.com/apache/texera/pull/7796#issuecomment-5349149424

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `ee06e4b` 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/32312116113)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 433 | 0.264 | 21,735/30,643/30,643 us | 🔴 +10.0% / 
🔴 +96.5% |
   | 🟢 | bs=100 sw=10 sl=64 | 955 | 0.583 | 104,153/120,668/120,668 us | 🟢 
-5.8% / 🔴 +13.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,109 | 0.677 | 898,265/999,996/999,996 us | ⚪ 
within ±5% / 🟢 -7.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `ee06e4b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 433 tuples/sec | 479 tuples/sec | 771.02 
tuples/sec | -9.6% | -43.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.264 MB/s | 0.292 MB/s | 0.471 MB/s | -9.6% | 
-43.9% |
   | bs=10 sw=10 sl=64 | p50 | 21,735 us | 21,743 us | 12,749 us | -0.0% | 
+70.5% |
   | bs=10 sw=10 sl=64 | p95 | 30,643 us | 27,848 us | 15,594 us | +10.0% | 
+96.5% |
   | bs=10 sw=10 sl=64 | p99 | 30,643 us | 27,848 us | 19,320 us | +10.0% | 
+58.6% |
   | bs=100 sw=10 sl=64 | throughput | 955 tuples/sec | 976 tuples/sec | 997.05 
tuples/sec | -2.2% | -4.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.583 MB/s | 0.596 MB/s | 0.609 MB/s | -2.2% | 
-4.2% |
   | bs=100 sw=10 sl=64 | p50 | 104,153 us | 101,566 us | 100,339 us | +2.5% | 
+3.8% |
   | bs=100 sw=10 sl=64 | p95 | 120,668 us | 128,099 us | 106,781 us | -5.8% | 
+13.0% |
   | bs=100 sw=10 sl=64 | p99 | 120,668 us | 128,099 us | 113,101 us | -5.8% | 
+6.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,109 tuples/sec | 1,093 tuples/sec | 
1,037 tuples/sec | +1.5% | +6.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.677 MB/s | 0.667 MB/s | 0.633 MB/s | +1.5% 
| +6.9% |
   | bs=1000 sw=10 sl=64 | p50 | 898,265 us | 918,148 us | 971,388 us | -2.2% | 
-7.5% |
   | bs=1000 sw=10 sl=64 | p95 | 999,996 us | 958,892 us | 1,013,249 us | +4.3% 
| -1.3% |
   | bs=1000 sw=10 sl=64 | p99 | 999,996 us | 958,892 us | 1,039,879 us | +4.3% 
| -3.8% |
   
   </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
   0,10,10,64,20,461.79,200,128000,433,0.264,21735.29,30643.05,30643.05
   1,100,10,64,20,2094.06,2000,1280000,955,0.583,104152.51,120667.70,120667.70
   
2,1000,10,64,20,18034.55,20000,12800000,1109,0.677,898265.13,999995.50,999995.50
   ```
   
   </details>
   


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