github-actions[bot] commented on PR #7802:
URL: https://github.com/apache/texera/pull/7802#issuecomment-5351862709

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `875aa72` 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/32336242910)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 353 | 0.215 | 29,694/34,152/34,152 us | 🔴 +23.7% / 
🔴 +132.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 783 | 0.478 | 125,795/166,881/166,881 us | 🔴 
+9.7% / 🔴 +56.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 893 | 0.545 | 1,117,591/1,197,216/1,197,216 us | 
⚪ within ±5% / 🔴 +18.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `875aa72` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 353 tuples/sec | 410 tuples/sec | 771.02 
tuples/sec | -13.9% | -54.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.215 MB/s | 0.25 MB/s | 0.471 MB/s | -14.0% | 
-54.3% |
   | bs=10 sw=10 sl=64 | p50 | 29,694 us | 24,003 us | 12,749 us | +23.7% | 
+132.9% |
   | bs=10 sw=10 sl=64 | p95 | 34,152 us | 33,028 us | 15,594 us | +3.4% | 
+119.0% |
   | bs=10 sw=10 sl=64 | p99 | 34,152 us | 33,028 us | 19,320 us | +3.4% | 
+76.8% |
   | bs=100 sw=10 sl=64 | throughput | 783 tuples/sec | 813 tuples/sec | 997.05 
tuples/sec | -3.7% | -21.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.478 MB/s | 0.496 MB/s | 0.609 MB/s | -3.6% | 
-21.5% |
   | bs=100 sw=10 sl=64 | p50 | 125,795 us | 121,768 us | 100,339 us | +3.3% | 
+25.4% |
   | bs=100 sw=10 sl=64 | p95 | 166,881 us | 152,064 us | 106,781 us | +9.7% | 
+56.3% |
   | bs=100 sw=10 sl=64 | p99 | 166,881 us | 152,064 us | 113,101 us | +9.7% | 
+47.6% |
   | bs=1000 sw=10 sl=64 | throughput | 893 tuples/sec | 919 tuples/sec | 1,037 
tuples/sec | -2.8% | -13.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.545 MB/s | 0.561 MB/s | 0.633 MB/s | -2.9% 
| -13.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,117,591 us | 1,077,876 us | 971,388 us | 
+3.7% | +15.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,197,216 us | 1,142,830 us | 1,013,249 us | 
+4.8% | +18.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,197,216 us | 1,142,830 us | 1,039,879 us | 
+4.8% | +15.1% |
   
   </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
   0,10,10,64,20,566.72,200,128000,353,0.215,29693.77,34151.93,34151.93
   1,100,10,64,20,2553.69,2000,1280000,783,0.478,125795.45,166881.02,166881.02
   
2,1000,10,64,20,22392.18,20000,12800000,893,0.545,1117591.01,1197216.02,1197216.02
   ```
   
   </details>
   


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