github-actions[bot] commented on PR #8605:
URL: https://github.com/apache/texera/pull/8605#issuecomment-5738460210

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `957b6c9` 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/35414185129)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 406 | 0.248 | 23,574/29,213/29,213 us | 🟢 -10.2% / 
🔴 +89.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 810 | 0.494 | 119,831/166,056/166,056 us | 🔴 
+25.4% / 🔴 +56.8% |
   | 🔴 | bs=1000 sw=10 sl=64 | 915 | 0.558 | 1,083,649/1,265,132/1,265,132 us | 
🔴 +12.2% / 🔴 +24.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `957b6c9` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 406 tuples/sec | 443 tuples/sec | 796.29 
tuples/sec | -8.4% | -49.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.248 MB/s | 0.27 MB/s | 0.486 MB/s | -8.1% | 
-49.0% |
   | bs=10 sw=10 sl=64 | p50 | 23,574 us | 22,127 us | 12,549 us | +6.5% | 
+87.9% |
   | bs=10 sw=10 sl=64 | p95 | 29,213 us | 32,530 us | 15,458 us | -10.2% | 
+89.0% |
   | bs=10 sw=10 sl=64 | p99 | 29,213 us | 32,530 us | 19,275 us | -10.2% | 
+51.6% |
   | bs=100 sw=10 sl=64 | throughput | 810 tuples/sec | 842 tuples/sec | 1,027 
tuples/sec | -3.8% | -21.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.494 MB/s | 0.514 MB/s | 0.627 MB/s | -3.9% | 
-21.2% |
   | bs=100 sw=10 sl=64 | p50 | 119,831 us | 118,044 us | 100,085 us | +1.5% | 
+19.7% |
   | bs=100 sw=10 sl=64 | p95 | 166,056 us | 132,450 us | 105,895 us | +25.4% | 
+56.8% |
   | bs=100 sw=10 sl=64 | p99 | 166,056 us | 132,450 us | 116,076 us | +25.4% | 
+43.1% |
   | bs=1000 sw=10 sl=64 | throughput | 915 tuples/sec | 923 tuples/sec | 1,055 
tuples/sec | -0.9% | -13.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.558 MB/s | 0.563 MB/s | 0.644 MB/s | -0.9% 
| -13.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,083,649 us | 1,083,265 us | 979,292 us | 
+0.0% | +10.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,265,132 us | 1,127,683 us | 1,018,835 us | 
+12.2% | +24.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,265,132 us | 1,127,683 us | 1,039,692 us | 
+12.2% | +21.7% |
   
   </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
   0,10,10,64,20,492.79,200,128000,406,0.248,23574.06,29212.88,29212.88
   1,100,10,64,20,2470.10,2000,1280000,810,0.494,119831.24,166055.98,166055.98
   
2,1000,10,64,20,21860.53,20000,12800000,915,0.558,1083649.17,1265132.06,1265132.06
   ```
   
   </details>
   


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